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  <url>
    <loc>http://solomon-hsiang.squarespace.com/news-gallery</loc>
    <changefreq>daily</changefreq>
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    <lastmod>2025-04-08</lastmod>
    <image:image>
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      <image:title>news gallery - How satellite images are helping one country hand out cash</image:title>
      <image:caption>Togo has found a high-tech way to identify people who need financial help in the pandemic and send them emergency cash. They use computers to search for clues in satellite images, then distribute money through mobile phones. [Watch film on BBC]</image:caption>
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    <image:image>
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      <image:title>news gallery - How satellite images are helping one country hand out cash</image:title>
      <image:caption>Togo has found a high-tech way to identify people who need financial help in the pandemic and send them emergency cash. They use computers to search for clues in satellite images, then distribute money through mobile phones. [Watch film on BBC]</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647405884714-071U74HJHJ8YN1P0I8ST/ClimateImpactLab+.jpg</image:loc>
      <image:title>news gallery - The Pandemic Pushed This Farmer Into Deep Poverty. Then Something Amazing Happened</image:title>
      <image:caption>The pandemic has been tough for Eric Dossekpli. The 49-year-old farmer from Anfoin Avele, a town in the west African country of Togo, had trouble selling his peanuts, black-eyed peas, maize and cassava at the market. Customers couldn't buy much because of their own pandemic income loss. Then he couldn't afford fertilizer to keep growing his crops. [Read article on NPR]</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1462493988116-V0KLBYLYLNGPWYFGR9I1/ClimateImpactLab+.jpg</image:loc>
      <image:title>news gallery - Climate Impact Lab web launch</image:title>
      <image:caption>We launched the Climate Impact Lab website. The Impact Lab is a collaboration with team members at University of Chicago, Rutgers, and Rhodium Group to construct an empirically founded basis for the global social cost of carbon. This collaboration produced the American Climate Prospectus in 2014.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647404952275-Y9JE7YIK54CQQBZ0ZE79/ClimateImpactLab+.jpg</image:loc>
      <image:title>news gallery - BBC News segment on our work</image:title>
      <image:caption>How satellite images are helping one country hand out cash Togo has found a high-tech way to identify people who need financial help in the pandemic and send them emergency cash. They use computers to search for clues in satellite images, then distribute money through mobile phones.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1457980963325-BHE9WCEDYZF5IORWVP6W/image-asset.jpeg</image:loc>
      <image:title>news gallery - Carleton awarded EPA STAR Fellowship</image:title>
      <image:caption>Tamma Carleton was awarded a 3-year Science To Achieve Results (STAR) graduate fellowship by the EPA to support her doctoral dissertation research!</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1462493774202-ZFU1LI6YY4DIGUN8ZZHC/ClimateImpactLab+.jpg</image:loc>
      <image:title>news gallery - Climate Impact Lab web launched</image:title>
      <image:caption>We launched the Climate Impact Lab website. The Impact Lab is a collaboration with team members at University of Chicago, Rutgers, and Rhodium Group to construct an empirically founded basis for the global social cost of carbon. This collaboration produced the American Climate Prospectus in 2014.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1457981369506-JJU35FU35PEDPVR2E804/image-asset.jpeg</image:loc>
      <image:title>news gallery - Baylis to Stanford and UBC</image:title>
      <image:caption>Patrick Baylis has accepted a post-doc at Stanford FSE and an assistant professorship at University of British Columbia Economics Department!</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1460597524528-H1HPV0TZR9PDFHF6UOEQ/image-asset.jpeg</image:loc>
      <image:title>news gallery - Temperature-growth findings listed as one of Altmetric's top 100 articles of 2015</image:title>
      <image:caption>Based on its global media coverage, Almetric listed Hsiang's paper Global Nonlinear Effect of Temperature on Economic Production as one the top 100 research findings of 2015. See the article's metrics here and some of its global coverage here.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1457980023068-WY5W48FWM1V5D20TKYDA/image-asset.gif</image:loc>
      <image:title>news gallery - Op-Ed in the LA Times</image:title>
      <image:caption>Marshall Burke and Solomon Hsiang published an Op-Ed in the LA Times explaining what we do and do not know about linkages between climate and social conflict, in response to numerous claims by politicians (an inquiries by journalists).</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1457980582480-ULR3ZBKUUDQ3KA0PIYPE/image-asset.jpeg</image:loc>
      <image:title>news gallery - Letter in Wall Street Journal</image:title>
      <image:caption>Marshall Burke and Solomon Hsiang published a letter in the Wall Street Journal responding to Bjorn Lomborg's claims about cost-benefit analysis of climate change policies. Read about the research behind the letter here.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1443482546916-85D97HTY07092HTJI0H2/image-asset.jpeg</image:loc>
      <image:title>news gallery - Op-Ed in the Guardian</image:title>
      <image:caption>Kyle Meng and Solomon Hsiang published an Op-Ed in the Guardian explaining how the coming El Nino is likely to affect the 3 trillion people living in the tropics and what we can do about it.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441320906077-UAR2EPIEN9A89MTQECB6/image-asset.jpeg</image:loc>
      <image:title>news gallery - Successful team visit to NZ Maori Trust</image:title>
      <image:caption>Tamma Carleton, Dan Hammer, and Solomon Hsiang visited the Tuaropaki Trust in New Zealand to work with this Maori Land Trust in an effort to develop new frameworks and techniques for measuring sustainable development.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441324861172-TI5YC7D47VTFQ0YMS9EP/image-asset.jpeg</image:loc>
      <image:title>news gallery - First Summer Workshop in Climate Economics</image:title>
      <image:caption>Tamma Carleton and Solomon Hsiang led the first Summer Workshop in Climate Economics, where fifteen doctoral students from around the country learned econometric methods and worked with faculty and postdoc mentors to complete new research projects studying the impacts of climate change around the world.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441320615181-08AMD44PPW3VP7O3S5W8/image-asset.jpeg</image:loc>
      <image:title>news gallery - Book published on economic risk of climate change</image:title>
      <image:caption>Amir Jina, James Rising, and Solomon Hsiang were coauthors on the book "Economic Risks of Climate Change: An American Prospectus" published by Columbia University Press. The analysis in the book was the research behind the Risky Business initiative lead by Michael Bloomberg, Hank Paulson and Tom Steyer. Commentary by Karen Fisher-Vanden, Michael Greenstone, Geoffrey Heal, Michael Oppenheimer, and Nicholas Stern and Bob Ward enrich the original analysis. Get the book on Amazon.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434155988669-66B6ZDEO23I4Z2YXS6MC/image-asset.png</image:loc>
      <image:title>news gallery - NSF awards Berkeley Data Science Research Traineeship</image:title>
      <image:caption>The NSF awarded $2.9M to Berkeley for “Environment and Society: Data Science for the 21st Century (DS421),” a new National Science Foundation Research Traineeship (NRT). DS421 is an interdisciplinary graduate training program at UC Berkeley at the interface of data, social and natural sciences. Read the NSF announcement. Read about the DS421 program.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434155348099-043UFBC3S62EI6PQLOMW/image-asset.jpeg</image:loc>
      <image:title>news gallery - Op-Ed in Reuters</image:title>
      <image:caption>Amir Jina and Solomon Hsiang published an Op-Ed "Facing the storm after the storm in Vanuatu" in Reuters explaining the potential impact of Tropical Cyclone Pam on the economic trajectory of Vanuatu.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434155792783-47DZQRVWDM1RZXNQVA9E/image-asset.jpeg</image:loc>
      <image:title>news gallery - Keynote at Strata + Hadoop</image:title>
      <image:caption>Solomon Hsiang delivered a Keynote address "The Emerging Age of Data-Driven Policy Design" at Strata + Hadoop 2015. Watch the video.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1433884029099-UNR2VY7PSWL4TLSAFEF5/image-asset.png</image:loc>
      <image:title>news gallery - Typhoon research awarded Chart Of The Year</image:title>
      <image:caption>The first Quartz Chart of the Year award was given to a figure made by the Economist to depict findings in our research paper on the economic costs of large scale environmental disasters. See the award. Read the research.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434153003171-B8B84QM5A2ONKIT0DIHE/image-asset.jpeg</image:loc>
      <image:title>news gallery - Report on the Economic Risks of Climate Change</image:title>
      <image:caption>Solomon Hsiang, Amir Jina, James Rising, and colleagues published a major report--The American Climate Prospectus--providing the first detailed assessment of the economic risks posed by climate change to the US economy. The analysis was the foundation of the Risky Business report, published simultaneously by Michael Bloomberg, Hank Paulson, Tom Steyer, and colleagues. Read the Berkeley press release. Read the American Climate Prospectus. Read the Risky Business Report.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434155541160-FU6R7KLCSKADCJA0LTXV/image-asset.jpeg</image:loc>
      <image:title>news gallery - Keynote address at RMS Exceedence</image:title>
      <image:caption>Solomon Hsiang delivered a keynote talk "Quantifying the Economic Cost of Climate Change" at the RMS Exceedence conference, where thousands of insurance and reinsurance executives and analysts met in Washington DC. Watch the video.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434152146686-Y70J5RL34LIK5YW6WJ8D/image-asset.jpeg</image:loc>
      <image:title>news gallery - Climate-conflict findings listed as one of Discover's top 100 Science stories in 2013</image:title>
      <image:caption>Hsiang, Burke &amp; Miguel (Science, 2013) was listed by Discover magazine as one of the top 100 findings in 2013 from across all sciences. See the article.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434152527768-6I54ZEX2IUYC0EBO5WS8/image-asset.jpeg</image:loc>
      <image:title>news gallery - Op-Ed in New York Times Sunday Review</image:title>
      <image:caption>Solomon Hsiang, Marshall Burke, and Edward Miguel published an Op-Ed in the New York Times Sunday Review describing their research linking climate to conflict and the implications for climate change policy. Read the Op-Ed. Read the original research.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1433883654163-LF7OZR5IY731Y34SCWX5/png-1.png</image:loc>
      <image:title>news gallery - Science for Solutions Award</image:title>
      <image:caption>Solomon Hsiang was recognized by the American Geophysical Union for "significant contributions in the application and use of the Earth and space sciences to solve societal problems." See the award citation by Michael Oppenheimer.</image:caption>
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  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/new-album</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2015-05-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1432973201048-EFLME1WC43Z69XZZB8SR/photo.JPG</image:loc>
      <image:title>New Album</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/media</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-11-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441411695077-Z1YU3MO6UWZ5LLZG40MB/IMG_6298_crop.JPG</image:loc>
      <image:title>media</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441410277885-0OUAKWBP7GYB9KTYDCEU/Erdfunkstelle_Fuchsstadt.jpg</image:loc>
      <image:title>media</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441410790545-LQCY0IPVIDBW1926EJXP/Golden-Gate-Bridge-Fog-Night-2560x1600-wallpaperz.co.jpg</image:loc>
      <image:title>media</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591951827814-RZVBIKI31KOA6164BLMF/nature_4.jpg</image:loc>
      <image:title>media - COVID-19 Media</image:title>
      <image:caption>Social distancing circles at Dolores Park, San Francisco; Photo by Peiley Lau</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591946970243-HRFZXYRLZ7B8LYHUAM3L/image-asset.jpeg</image:loc>
      <image:title>media - UC Berkeley</image:title>
      <image:caption>Emergency COVID-19 measures prevented more than 500 million infections, study finds</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591950073880-G40IFLG8W15KRCZYZHK1/Screen+Shot+2020-06-12+at+1.20.43+AM.png</image:loc>
      <image:title>media - BBC</image:title>
      <image:caption>Coronavirus: Lockdowns in Europe saved millions of lives</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591947165167-VDXEF4KZEBK25X14X8K2/Screen%2BShot%2B2020-06-12%2Bat%2B12.30.44%2BAM.jpg</image:loc>
      <image:title>media - Bloomberg</image:title>
      <image:caption>Lockdowns May Have Helped Prevent Half a Billion Coronavirus Cases</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591947280848-TKXZYGU9XQB1JFSKPDL7/Screen+Shot+2020-06-12+at+12.33.48+AM.png</image:loc>
      <image:title>media - CNBC</image:title>
      <image:caption>Lockdowns prevented nearly 5 million U.S. coronavirus cases, study says</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591947562615-WY5PTBQQ7M8IEDR50HPW/Screen+Shot+2020-06-12+at+12.38.24+AM.png</image:loc>
      <image:title>media - CNN</image:title>
      <image:caption>Shutdowns through early April prevented about 60 million US coronavirus infections, study says</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948674017-UBWUF593PMHZZH9QTWAH/Screen+Shot+2020-06-12+at+12.57.19+AM.png</image:loc>
      <image:title>media - Forbes</image:title>
      <image:caption>Shutdowns Prevented Approximately 60 Million Coronavirus Cases In US, Study Shows</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948846633-3WVJ4JL56K82JTZ45BEF/Screen+Shot+2020-06-12+at+1.00.01+AM.png</image:loc>
      <image:title>media - The Hill</image:title>
      <image:caption>Study: Shutdowns prevented 60 milllion coronavirus cases in US</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948242843-8TJNBWYR56GOFYRTNULK/Screen+Shot+2020-06-12+at+12.50.13+AM.png</image:loc>
      <image:title>media - The New York Times</image:title>
      <image:caption>Lockdowns Saved Many Lives and Easing Them Is Risky, Say Scientists</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948168086-RLHEP1DRKPI9WN8LZG79/Screen+Shot+2020-06-12+at+12.48.56+AM.png</image:loc>
      <image:title>media - NPR</image:title>
      <image:caption>Modelers Suggest Pandemic Lockdowns Saved Millions From Dying Of COVID-19</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948424841-ZARA3QIDDVT83MO1V6XW/Screen+Shot+2020-06-12+at+12.52.51+AM.png</image:loc>
      <image:title>media - Reuters</image:title>
      <image:caption>Lockdowns saved many lives and easing them is risky, say scientists</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948302757-9FW90QIT7OP6CXX3XLSS/Screen+Shot+2020-06-12+at+12.51.12+AM.png</image:loc>
      <image:title>media - San Francisco Chronicle</image:title>
      <image:caption>'Sacrifices were not a waste': Aggressive action on coronavirus may have averted 1.7 million California cases</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948621635-SND1ZR2VHLR5GZEPE4L1/Screen+Shot+2020-06-12+at+12.56.24+AM.png</image:loc>
      <image:title>media - Vox</image:title>
      <image:caption>2 new studies show shutdowns were astonishingly effective</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948572603-LR5Q4NTF0WVZKMY26LQG/Screen+Shot+2020-06-12+at+12.55.34+AM.png</image:loc>
      <image:title>media - The Washington Post</image:title>
      <image:caption>Shutdowns prevented 60 million coronavirus infections in the U.S., study finds</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/home</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2019-09-27</lastmod>
    <image:image>
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      <image:title>video gallery</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1569556481447-EDV0GW3PZZU7SK9MU89O/MSNBC+Thumbnail.PNG</image:loc>
      <image:title>video gallery - The Economic Impact of Hurricane Dorian</image:title>
      <image:caption>Solomon Hsiang talks with MSNBC’s Ali Veshi about Hurricane Dorian’s potential cost and what can be done to reduce the cost of future storms.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1559153028616-D58DRG7JSZNPJQAHMU62/image-asset.jpeg</image:loc>
      <image:title>video gallery - Marketplace Podcast: How to Survive Climate Change</image:title>
      <image:caption>Sol talks with Kai Ryssdal and Molly Wood about adapting to climate change on Marketplace’s Make Me Smart podcast.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1559153277693-OD62GNF2XAVTPBVMZ0EI/Solomon+Hsiang+Stanford.png</image:loc>
      <image:title>video gallery - Stanford University: "Adaptation to Climate Change: What Do the Data Say?"</image:title>
      <image:caption>In the April 16, 2019 Center on Global Poverty and Development Speaker Series "Adaptation to Climate Change: What Do the Data Say?" Solomon Hsiang led a discussion on data for adaption to climate change, moderated by Marshall Burke. Hsiang is the Center's Noosheen Hashemi Visiting Scholar and the Chancellor's Professor of Public Policy at the University of California, Berkeley.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1559151788876-B87C7L0P2MGUNARR752J/image-asset.jpeg</image:loc>
      <image:title>video gallery - Princeton Environmental Institute: "Valuing the Climate: Recent Advances and Challenges"</image:title>
      <image:caption>Solomon Hsiang discusses recent policy efforts to manage the climate like a capital asset by measuring the costs and benefits of climate — including hurricanes, weather variations and volcanic eruptions — on society. The integration of econometric methods and climate science have generated new insights and questions that may be extended to valuing non-climate resources.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1540829125868-3IFXVIN4Z284CRDG2WE8/Jonathan+Proctor+Berkeley.jpg</image:loc>
      <image:title>video gallery - Geoenegineering and its impact on global agriculture</image:title>
      <image:caption>Jon Proctor explains what geoengineering is and describes the results from his recent Nature article exploring its potential impact on global agriculture.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533598000101-UUYFMYEA1AMRY9JREIAM/CWClub_C1_WinLose_7.jpg</image:loc>
      <image:title>video gallery - How Climate Change Will Bring About Wealth Transfer</image:title>
      <image:caption>Solomon Hsiang spoke at Climate One alongside Katherine Mach on the potential winners and losers when it comes to climate change. They touched topics from earnings, agriculture, infrastructure, health, and migration.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533665872813-B9XH8QUE3GV0S5F0VZJC/Pasted+Graphic+1+copy.jpg</image:loc>
      <image:title>video gallery - Pricing the climate</image:title>
      <image:caption>Solomon Hsiang speaks at the National Academy of Sciences Arthur M. Sackler colloquium on Economics, Environment, and Sustainable Development organized by Simon Levin, Stephen Carpenter, Gretchen Daily, Sir Partha Dasgupta, Paul Ehrlich, Geoffrey Heal, Catherine Kling, Jane Lubchenco, and Stephen Polasky and held in Irvine, CA on January 17-18, 2018.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533666627904-I3V7LA3W5U6D9D4920AH/Solomon_Hsiang_WCSJ.jpg</image:loc>
      <image:title>video gallery - Economic Inequality, Violence, and Life in a Changing Climate</image:title>
      <image:caption>Solomon Hsiang gave a keynote at the World Congress of Science Journalists on the science of understanding the social effects of climate change and the role it may play on exacerbating future inequality.  The keynote is followed by a 25 min Q+A with the audience of journalists.</image:caption>
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      <image:title>video gallery - Fox: Climate change, crop failure, and farmer suicide in India</image:title>
      <image:caption>Tamma Carleton discusses recent GPL findings demonstrating a link between climate and suicides in India on Fox News.</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1499395831922-SOVGSKH11RAQI8HBVODY/SolomonHsiang.jpg</image:loc>
      <image:title>video gallery - PBS Newshour: New study on economic consequences of climate change in USA</image:title>
      <image:caption>Miles O'Brien and Solomon Hsiang discuss new findings from a GPL publication on the economic costs and inequality implications of climate change for the United States.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1499369375567-L963539SHE3ETYY1CGTL/weather+copy.jpg</image:loc>
      <image:title>video gallery - Weather Channel: Costs of climate change</image:title>
      <image:caption>Solomon Hsiang discusses a recent GPL publication live on the Weather Channel.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498601865864-9L6NFPUFNO2P9MRGM5NR/sol+hsiang.jpg</image:loc>
      <image:title>video gallery - Valuing Planetary Scale Assets</image:title>
      <image:caption>Solomon Hsiang speaks to other Kavli Fellows at the 2016 Kavli Frontiers of Science Symposium at the National Academies of Science in Irvine, CA.</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1493231353153-FL0709UWQ5B2P7102HI9/bloomberg.jpg</image:loc>
      <image:title>video gallery - Bloomberg: This Is What Heat Does to Us—and the Economy</image:title>
      <image:caption>Bloomberg assembled a clear and quick video to explain a lot of the Lab's research linking effects of climate change to the global economy.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1477290994020-M976LOB1GGIE1XZUOGF1/emtechhsiang_0.jpg</image:loc>
      <image:title>video gallery - Planetary Management</image:title>
      <image:caption>Solomon Hsiang explains how data and analytics are bringing about the next revolution in the technology of governance. At MIT's EmTech conference, he demonstrates the ways these innovations are transforming how we think about managing planetary resources.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1477292615363-MQ5JSKB9CS988TSMX2LV/Solomon_Hsiang_Sadoway_EmTech.jpg</image:loc>
      <image:title>video gallery - The Future of Energy</image:title>
      <image:caption>The Lab's Solomon Hsiang and MIT's Donald Sadoway discuss the future of energy at MIT's EmTech conference. Sadoway's amazing talk can be watched here.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1461737331841-Q7HV7TQ6WYI8QVP47KMR/Hsiang_NAS.png</image:loc>
      <image:title>video gallery - Climate Damage Models</image:title>
      <image:caption>Solomon Hsiang describes the state of research and the path forward for climate damage estimates to inform the calculation of the social cost of carbon in US regulations. Hsiang was testified alongside other experts at the National Academy of Sciences.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472771247251-PUGUXW8WAX0K198O8RQN/Solomon_Hsiang_Reuters.png</image:loc>
      <image:title>video gallery - Unmitigated climate change to shrink global economy by 23%</image:title>
      <image:caption>Reuter's Ben Gruber covers recent findings by Solomon Hsiang examining the nonlinear relationship between temperature, climate change, and global economic growth.</image:caption>
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      <image:title>video gallery - The Emerging Age of Data-Driven Policy Design</image:title>
      <image:caption>Sol delivers a Strata + Hadoop World keynote explaining that data and analytics are the next revolution in governance technology.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472772591157-ZSASC4MTJYLJZS0GDAZ2/Hsiang+Berkeley+Data+Science.png</image:loc>
      <image:title>video gallery - Tropical Cyclones, Economics, &amp; Infant Mortality in the Philippines</image:title>
      <image:caption>Solomon Hsiang explains research linking typhoons to economic losses and infant morality in the Philippines during a talk at Launch event for the Berkeley Institute for Data Science.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472770628296-6K2QVIBRNRPIC5QRU112/SolomonHsiangMSNBC.png</image:loc>
      <image:title>video gallery - Does climate change cause terrorism?</image:title>
      <image:caption>Is Bernie Sanders onto something? Solomon Hsiang discusses the “key ingredients” between climate change and violence, specifically in Syria, on MSNBC's Nerding Out (This was filmed at 5 am PST...)</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472779226640-IHQ6ZD0RGTBPOJQCLCLD/Screen+Shot+2016-09-01+at+6.13.17+PM.png</image:loc>
      <image:title>video gallery - New Directions for Water Policy in California</image:title>
      <image:caption>Solomon Hsiang discusses the science and economics of water policy reform in California with Thomas Steyer, Noah Diffenbaugh, Peter Gleick, and Wade Crowfoot. Former U.S. Treasury Secretary Robert E. Rubin introduced the panel at Stanford University as part of The Hamilton Project. (60 min)</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472779537172-N50JKBLAUSURZSCOEIZ3/image-asset.jpeg</image:loc>
      <image:title>video gallery - Using Satellite Data to Understand the Social Impacts of Climate</image:title>
      <image:caption>Solomon Hsiang presents at UC Berkeley's Center for Effective Global Action, explaining how satellite technologies allow researches to understand linkages between the climate and society.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464116003208-VKE8CY0SGV7ON1TZS28S/Screen+Shot+2016-05-24+at+11.49.29+AM.png</image:loc>
      <image:title>video gallery - The Climate Impact Lab</image:title>
      <image:caption>Michael Greenstone describes pathbreaking new work by the Climate Impact Lab on how to forecast climate damages. Greenstone presented the teams work alongside other experts at the National Academy of Science</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1433384891315-WRFFYTKB1TJOR0AVF7J5/image-asset.png</image:loc>
      <image:title>video gallery - Quantifying the Economic Cost of Climate Change</image:title>
      <image:caption>Solomon Hsiang delivers an RMS Exceedance keynote explaining recent advances in climate risk assessment to insurance industry executives.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472771870338-187KIIIH4VUHF0IBLIO2/Solomon+Hsiang+CNN.png</image:loc>
      <image:title>video gallery - The Science Behind Heat and Violence</image:title>
      <image:caption>Solomon Hsiang discusses recent findings linking climate to human violence on CNN.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1432875241383-6RCYLXJPZADFD9O4COC0/image-asset.jpeg</image:loc>
      <image:title>video gallery - Tempers May Flare as Climate Change Heats Up</image:title>
      <image:caption>Solomon Hsiang describes a recent Science paper linking conflict to climate changes on PBS Newshour</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1433383748708-A4DUT91IA1BXPIIDEFGJ/image-asset.png</image:loc>
      <image:title>video gallery - Economic Risks of Climate Change in the United States</image:title>
      <image:caption>Solomon Hsiang and Henry Brady discusses recent results from the American Climate Prospectus, the analysis behind the Risky Business Initiative.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472772326883-M7V0OVBB20GTZ0MGEWL8/Hsiang_Philomathia_Science_2013.png</image:loc>
      <image:title>video gallery - Explaining Climate and Violence</image:title>
      <image:caption>Solomon Hsiang describes systematic linkages between climate and violence at UC Berkeley (25 min)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1433384787779-D4M28J031TP3WWZI7SSD/image-asset.png</image:loc>
      <image:title>video gallery - Quantifying the Influence of Climate on Human Conflict</image:title>
      <image:caption>Solomon Hsiang presents a groundbreaking analysis on the link between climate and conflict at Williams College. (56 min)</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1432875544891-YQ46NI85YQSE81CE3QCE/image-asset.jpeg</image:loc>
      <image:title>video gallery - Climate, conflict, and African development: Edward Miguel at TEDxBerkeley</image:title>
      <image:caption>Coauthor Ted Miguel gives a TEDx talk explaining results from study coauthored with GPL principle investigator Solomon Hsiang.</image:caption>
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      <image:title>video gallery - Columbia Sustainable Development Anniversary</image:title>
      <image:caption>Global Policy Lab researchers Amir Jina and Solomon Hsiang were featured in the 10 year anniversary of Columbia University's PhD program in Sustainable Development.</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441329490801-1G3RZQRYIV301QB1GDKI/image-asset.png</image:loc>
      <image:title>video gallery - Woodrow Wilson Center: El Nino and Civil Conflict</image:title>
      <image:caption>Solomon Hsiang speaks on a panel at the Woodrow Wilson center discussing new research findings linking El Nino to global rates of civil conflict in the tropics.</image:caption>
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      <image:title>Summer workshop photos - Kate Larsen (Rhodium Group) explains global climate negotiations</image:title>
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      <image:title>Summer workshop photos - Intensive course with Solomon Hsiang</image:title>
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      <image:title>Summer workshop photos - Kyle Meng (UCSB) presents research on ENSO and global trade</image:title>
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      <image:title>Summer workshop photos - Tamma Carleton and Kenny Bell investigate climate and global migration</image:title>
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      <image:title>Summer workshop photos - Trevor Houser (Rhodium Group) discusses domestic climate policy</image:title>
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      <image:title>Summer workshop photos - Marshall Burke (Stanford) presents research on climate and global economic productivity</image:title>
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      <image:title>Summer workshop photos - Doctoral students celebrate after 9 weeks of hard work</image:title>
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      <image:title>team - Joshua Blumenstock</image:title>
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      <image:title>team - Kendon Bell</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1681752207219-WSWQO2LINNRMK0MWB1F7/nitin_kohli_headshot.jpg</image:loc>
      <image:title>team - Han Sheng Chia</image:title>
      <image:caption>Senior Fellow Policy impact | Humanitarian response more</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366296564-WJYNHL6FKAV4PWEB8M40/nitin_kohli_headshot.png</image:loc>
      <image:title>team - Nitin Kohli</image:title>
      <image:caption>Postdoctoral Fellow differential privacy | game theory and mechanism design | cryptography | law and policy more</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647365849296-DM2YMERMQLKB8WOD1YU7/XHT_headshot.jpg</image:loc>
      <image:title>team - Xiao Hui Tai</image:title>
      <image:caption>Postdoctoral Fellow conflict | migration | statistics | machine learning | causal inference more</image:caption>
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    <image:image>
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      <image:title>team - Sherrie Wang</image:title>
      <image:caption>Ciriacy-Wantrup Postdoctoral Fellow machine learning | remote sensing | agriculture | spatial statistics more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366302643-XHZTHLO4DE95SAY2WO6Z/emily_aiken_headshot.jpeg</image:loc>
      <image:title>team - Emily Aiken</image:title>
      <image:caption>PhD Student, School of Information machine learning | social protection policy | development economics | algorithmic fairness and transparency more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366285756-5OY52HWJ4LXYKFK5CMJ3/simon_ra_headshot.JPG</image:loc>
      <image:title>team - Simón Ramírez Amaya</image:title>
      <image:caption>PhD Student, School of Information machine learning | development economics | finance more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1593206170982-JYX9A5FPCMQDZQTA2N1L/image+%282%29.png</image:loc>
      <image:title>team - Nick Depsky</image:title>
      <image:caption>Energy &amp; Resources Group climate modeling | droughts | food security | migration more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1529426985216-ZYWET7ECOT8AGAQ0IMM8/miyabi_ishihara.jpg</image:loc>
      <image:title>team - Miyabi Ishihara</image:title>
      <image:caption>Statistics environmental hazards | causal inference | property values more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1606400791751-L87E0B98A8Y8ENG7ABTL/Screen+Shot+2020-11-04+at+7.09.49+AM.png</image:loc>
      <image:title>team - Simon Greenhill</image:title>
      <image:caption>Ag + Resource Econ development | environmental change more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1528759071536-RS63PDL0VTUNR9GLYQNB/Jaecheol+photo.jpg</image:loc>
      <image:title>team - Jaecheol Lee</image:title>
      <image:caption>Fulbright Scholar, Ag + Resource Econ transboundary air pollution | optimal alert policy | value of subway networks more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647627695823-MXSMZ4D6SF7HNQ6JNHT2/simon_ra_headshot.JPG</image:loc>
      <image:title>team - Zoe Kahn</image:title>
      <image:caption>PhD Student, School of Information responsible AI | tech-policy | values and design more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1606400629828-5YN9TXQVN13FG2Q8F94D/Screen+Shot+2020-11-04+at+7.09.49+AM.png</image:loc>
      <image:title>team - Hikari Murayama</image:title>
      <image:caption>Energy &amp; Resources Group remote sensing | ecosystems | environmental justice more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366283869-F1KIPHSLQ08EWEIFH6TJ/SRN_headshot.jpg</image:loc>
      <image:title>team - Suraj R Nair</image:title>
      <image:caption>PhD Student, School of Information development economics | machine learning | remote sensing | social networks more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1567793380021-LO0JYHM1AUDCF4UPCZE0/esther_2019_cropped.jpg</image:loc>
      <image:title>team - Esther Rolf</image:title>
      <image:caption>NSF Graduate Research Fellow, Electrical Engineering + Computer Sciences more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366293166-WKQJ9E07UYE7T94VAD8K/satej_headshot_square.jpg</image:loc>
      <image:title>team - Satej Soman</image:title>
      <image:caption>PhD Student, School of Information computational social science | remote sensing | machine learning | bayesian inference more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1695406133005-HFY3V547VG9AM1APF4IW/satej_headshot_square.jpg</image:loc>
      <image:title>team - Susana Constenla</image:title>
      <image:caption>PhD Student, School of Information development economics | econometrics | machine learning | remote sensing more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1710478745431-A7275N1F7JHWS7C8Z9E9/ando-square.jpg</image:loc>
      <image:title>team - Ando Shah</image:title>
      <image:caption>PhD Student, School of Information deep learning | remote sensing | environmental justice | biodiversity more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1432780442755-XFWVRH4G4IQE31PB0G92/image-asset.jpeg</image:loc>
      <image:title>team - Tamma Carleton</image:title>
      <image:caption>Postdoctoral Scholar, University of Chicago, Economics Assistant Professor, University of California, Santa Barbara, Bren School more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1441320096642-CCX2GH51ISEVN5E5FW8Z/image-asset.jpeg</image:loc>
      <image:title>team - Jonathan Kadish</image:title>
      <image:caption>Data Scientist, Elastic Data Lab more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1532968439984-86ZZB933N5IIRSVT731Q/Jon-2.jpg</image:loc>
      <image:title>team - Jonathan Proctor</image:title>
      <image:caption>Postdoctoral Scholar, Harvard Data Science Initiative more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1499277590290-BNFRZXK6MME55MO46ZLF/THIMBY_headshot.jpeg</image:loc>
      <image:title>team - Ian Bolliger</image:title>
      <image:caption>Climate Data Scientist, Rhodium Group more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1579138956924-NZX3AQ8NYDXM6FD5VOGG/Peiley+Lau+photo.jpg</image:loc>
      <image:title>team - Peiley Lau</image:title>
      <image:caption>Environmental Economist, U.S. Environmental Protection Agency more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1475687769782-UB256RA3NBWXJ5TCLHT7/hultgren.jpg</image:loc>
      <image:title>team - Andy Hultgren</image:title>
      <image:caption>Postdoctoral Scholar, University of Chicago more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1487059364848-94KQ0B1TSTRN7I3HNUAJ/16.04.29_SolomonHsiang_04_bkm.jpg</image:loc>
      <image:title>team - Solomon Hsiang</image:title>
      <image:caption>Chancellor's Associate Professor of Public Policy sustainable development | coupled human natural systems | climate change | violence  more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1570233429866-OWLI3BI3374MOFMCZ1BC/Gabe+headshot.JPG</image:loc>
      <image:title>team - Gabriel Englander</image:title>
      <image:caption>Postdoctoral Scholar, University of California Santa Barbara Economist, World Bank more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1600195407061-XBDU7FJADU120M4RVLB9/hannah.headshot.jpg</image:loc>
      <image:title>team - Hannah Druckenmiller</image:title>
      <image:caption>NSF Graduate Research Fellow, Ag + Resource Econ ecosystem services | environmental change | econometrics more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1515437666095-35YUI68JLU3OKFXWO2I5/profile_picture_Annan_Phan.jpg</image:loc>
      <image:title>team - Sebastien Annan Phan</image:title>
      <image:caption>Ag + Resource Econ microeconometrics | electricity markets | hurricanes more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1455160212771-QTWN1JVDU6KVKIOZRVMN/jeanette-ling-profile.jpg</image:loc>
      <image:title>team - Jeanette Tseng</image:title>
      <image:caption>Associate Director more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1495864156707-AEKNAQ33Y3ORAXFXTTR2/Terin_Mayer_Headshot+%281%29.jpg</image:loc>
      <image:title>team - Terin Mayer</image:title>
      <image:caption>Climate Impact Lab more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1461740227250-BB7ZDJ6QE0O4WYLTN39H/Tarunima_Prabhakar.png</image:loc>
      <image:title>team - Tarunima Prabhakar</image:title>
      <image:caption>Masters of Public Policy, Class of 2017</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1455220447171-7XWQF4U1CNV0V9MDT5W6/attachment-1.jpeg</image:loc>
      <image:title>team - Sindhuja Jeyabal</image:title>
      <image:caption>Masters of Data Science, Class of 2016</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465276941587-Y2ZVY1WP1NY5QMPEIJ8G/Megan_Landin.jpg</image:loc>
      <image:title>team - Megan Landín</image:title>
      <image:caption>Climate Impact Lab more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464122947197-Z6U4A9AC37MQC2SO0L4I/BiardeauLeopold-5975.jpg</image:loc>
      <image:title>team - Leopold Biardeau</image:title>
      <image:caption>PhD Candidate in Ag + Resource Econ</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465276901144-6EGMB8URQMLPJ7M188JO/Matthew_Kling.jpg</image:loc>
      <image:title>team - Matthew Kling</image:title>
      <image:caption>PhD Candidate, Integrative Biology</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1471561237560-DVNAP4VZGVI0UKBX6SID/baker_r-175x200.jpg</image:loc>
      <image:title>team - Rachel Baker</image:title>
      <image:caption>PhD Candidate, Science, Technology and Environmental Policy, Princeton Postdoctoral Research Associate, Princeton Environmental Institute more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464978357913-QTL12RU3TKHOS1R0QNOA/Valeri_Vasquez.jpg</image:loc>
      <image:title>team - Valeri Vasquez</image:title>
      <image:caption>PhD Candidate, Energy and Resources Group</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1463773628537-EDSA2VH4O679ZKXCFH9W/jimmy2.jpg</image:loc>
      <image:title>team - James Rising</image:title>
      <image:caption>Ciriacy-Wantrup Postdoctoral Fellow Assistant Professor, Grantham Research Institute, London School of Economics more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1432780610220-SBQULTZH0SIN69MSQCBI/Felipe_Gonzalez.jpg</image:loc>
      <image:title>team - Felipe González</image:title>
      <image:caption>Assistant Professor of Economics, Pontificia Universidad Católica de Chile more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1432795945392-KSKEYUAK83W8SB7KCDEN/image-asset.jpeg</image:loc>
      <image:title>team - Patrick Baylis</image:title>
      <image:caption>Postdoctoral Scholar, Stanford, Center on Food Security and the Environment Assistant Professor of Economics, University of British Columbia more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1444075582461-ZJE41KEDCDSYHRTYSCH4/image-asset.jpeg</image:loc>
      <image:title>team - Frances Moore</image:title>
      <image:caption>Ciriacy-Wantrup Postdoctoral Fellow Assistant Professor, UC Davis, Environmental Science &amp; Policy more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1444608705107-2OEFNE0LZKW1JOEBQ6NK/image-asset.jpeg</image:loc>
      <image:title>team - Amir Jina</image:title>
      <image:caption>Assistant Professor, University of Chicago, Public Policy more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1455160124148-MTI6C3MH7EYH3UHRJ6BT/Andrew_Shaver_web-37.jpg</image:loc>
      <image:title>team - Andrew Shaver</image:title>
      <image:caption>PhD Candidate, Political Science, Princeton Assistant Professor of Political Science, University of California, Merced more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1455160031634-RZCKC2AA1TMJOKCB6NHF/shrader_headshot_crop.jpg</image:loc>
      <image:title>team - Jeff Shrader</image:title>
      <image:caption>Assistant Professor of International and Public Affairs, Columbia University more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1458612011233-THC2LWARU9GU8MUXT704/image-asset.jpeg</image:loc>
      <image:title>team - Siqi Wang</image:title>
      <image:caption>Masters of Architecture, Class of 2017</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1476120339938-K9K3K9WJCEJL026HDX5X/20160907-IMG_9520.jpg</image:loc>
      <image:title>team - Julia Longmate</image:title>
      <image:caption>Quantitative Sustainable Development Project</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1473960380404-GHFCFPQ5E6DQGBY97QBQ/20160907-IMG_9514.jpg</image:loc>
      <image:title>team - Sandy Sum</image:title>
      <image:caption>Quantitative Sustainable Development Project</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472079497389-86594I9DTBKWKGSXWCJ2/IMG_1773.JPG</image:loc>
      <image:title>team - Nancy Stetson</image:title>
      <image:caption>Masters of Public Policy, Class of 2017</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472102458254-D0J0GRYZ9IMX85APOREI/andrew-wilson.jpg</image:loc>
      <image:title>team - Andrew Wilson</image:title>
      <image:caption>Masters of Public Policy, Class of 2017</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1487120212674-F7EW9D7F921OEB6LFIUH/PretisFelix02.jpg</image:loc>
      <image:title>team - Felix Pretis</image:title>
      <image:caption>British Academy Postdoctoral Fellow, University of Oxford Assistant Professor of Economics, University of Victoria more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1528317125056-JP5U1RIT82KP8EXJ629H/JackChang01a+web+res.jpg</image:loc>
      <image:title>team - Jack Chang</image:title>
      <image:caption>Climate Impact Lab more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1515437867465-C7MXL7AIB2W1UTOZRTW5/shruti_photograph.jpg</image:loc>
      <image:title>team - Shruti Jain</image:title>
      <image:caption>Aerial History Project</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1515437968927-MJB5L2WL645G2IHBM3L5/PattnaikVishan-1030.jpg</image:loc>
      <image:title>team - Vishan Pattnaik</image:title>
      <image:caption>Masters of Public Policy, Class of 2018</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1518058609710-S0O6IU4OX2P4PZ9O8PZ2/ClaireNavarro.JPG</image:loc>
      <image:title>team - Claire Navarro</image:title>
      <image:caption>Masters of Public Policy, Class of 2019</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1528317373069-CEGTYI7NUSSYV0WMY50K/AnouchMissirian.JPG</image:loc>
      <image:title>team - Anouch Missirian</image:title>
      <image:caption>PhD Candidate, Sustainable Development, Columbia University more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1528756405418-BSBB6P6LTBNPM126W1KL/Rafael+Image.jpg</image:loc>
      <image:title>team - Rafael Grillo Avila</image:title>
      <image:caption>PhD Candidate, Jurisprudence and Social Policy, Berkeley Law more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1529427643958-T955WU8VQ0SY5MW0Q0KD/are2.jpg</image:loc>
      <image:title>team - Jay Sayre</image:title>
      <image:caption>PhD Candidate in Ag + Resource Econ more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1561222946165-7X3JGF921FDQ38PP2SGN/Kristian+pic.jpg</image:loc>
      <image:title>team - Kristian Rolland</image:title>
      <image:caption>BA, Economics, UC Berkeley more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1561916145497-NLTFTEM0N92AUTZHY5M5/takuma_kinoshita.jpg</image:loc>
      <image:title>team - Takuma Kinoshita</image:title>
      <image:caption>Masters of Public Policy Candidate, Class of 2020 more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1585122222378-Q5U4YPDPMHFVB8U8GTNJ/Tiffany+-+Farm+Profile.jpg</image:loc>
      <image:title>team - Tiffany Wu</image:title>
      <image:caption>Lab Manager, Global Policy Lab more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1575409979745-X9HACDARESN9Q4XTXKNA/8D7A51DA-D3A8-4A43-B627-8115189E3FD3.JPG</image:loc>
      <image:title>team - Trinetta Chong</image:title>
      <image:caption>Data Scientist, Aerial History Project more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1627431684071-KMRREKGCNZ2ROXZW2MPA/image.jpg</image:loc>
      <image:title>team - Taylor Kee</image:title>
      <image:caption>Lab Manager and Project Manager, Aerial History Project more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1681765069239-IB1XL8FP10L584Z95VHY/emma-krasovich-2.jpg</image:loc>
      <image:title>team - Emma Krasovich</image:title>
      <image:caption>Environment and Resources (Stanford University) applied econometrics | disease ecology | natural resource management | planetary health | global change more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1573092317457-SLKV9QEII3YKG71QDOZU/daniel-allen-2.jpg</image:loc>
      <image:title>team - Daniel Allen</image:title>
      <image:caption>Research Analyst, Climate Impact Lab more</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1570826850658-5BROJ1NSNIB5GJHMS3DY/WIX+profile+pic.jpg</image:loc>
      <image:title>team - Luna Huang</image:title>
      <image:caption>Data Scientist, Waymo more</image:caption>
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      <image:title>team - Alex Gao</image:title>
      <image:caption>Master’s Student, School of Information more</image:caption>
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      <image:title>team - Tommy Poa</image:title>
      <image:caption>Class of 2020 Computer Science more</image:caption>
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      <image:title>team - Nicklas Nordfors</image:title>
      <image:caption>PhD Student in Economics, Stockholm University more</image:caption>
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      <image:title>team - Alex Singal</image:title>
      <image:caption>Masters of Public Policy, Class of 2021 more</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/4969caad-361c-4e62-93b2-f068e45a518f/IMG_7673.JPG</image:loc>
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      <image:caption>Data Scientist more</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1597099489062-DOY7JLHOQO747OA8E5CE/fruit+pigeon.jpg</image:loc>
      <image:title>team - Jessica Katz</image:title>
      <image:caption>Master’s Student, Energy &amp; Resources Group more</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1597174402770-69EUJ2SMYGQMUYOR0LKA/fruit+pigeon.jpg</image:loc>
      <image:title>team - Kelton Minor</image:title>
      <image:caption>PhD Student in Social and Behavioral Data Science, University of Copenhagen environmental change | computational social science | climate adaptation | social ecological systems more</image:caption>
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      <image:caption>Sustainable Development (Columbia University) ecosystems | air pollution | machine learning | conflict more</image:caption>
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      <image:caption>Data Scientist Development economics | Data Science | Big data engineering more</image:caption>
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      <image:title>team - Leo Selker</image:title>
      <image:caption>Data Scientist more</image:caption>
    </image:image>
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      <image:title>team - Rachel Young</image:title>
      <image:caption>Ciriacy-Wantrup Postdoctoral Fellow environmental hazards | migration | causal inference | public finance more</image:caption>
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      <image:title>team - Emily Goldman</image:title>
      <image:caption>Senior Program Lead Migration &amp; displacement | social inequality more</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/papers</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-17</lastmod>
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      <image:title>Papers - Machine Learning and Mobile Phone Data Can Improve the Targeting of Humanitarian Assistance</image:title>
      <image:caption>Emily Aiken, Suzanne Bellue, Dean Karlan, Chris Udry and Joshua E. Blumenstock, Nature (2022) Link to paper Selected coverage: The Conversation, NPR, BBC, Wired, Reuters, FastCompany, Berkeley CDSS</image:caption>
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      <image:title>Papers - Machine Learning and Mobile Phone Data Can Improve the Targeting of Humanitarian Assistance</image:title>
      <image:caption>Emily Aiken, Suzanne Bellue, Dean Karlan, Chris Udry and Joshua E. Blumenstock, Nature (2022) Link to paper Selected coverage: The Conversation, NPR, BBC, Wired, Reuters, FastCompany, Berkeley CDSS</image:caption>
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      <image:title>Papers - Micro-estimates of wealth for all low- and middle-income countries</image:title>
      <image:caption>Guanghua Chi, Han Fang, Sourav Chatterjee and Joshua E. Blumenstock, Proceedings of the National Academy of Sciences (2022) Link to paper Press Coverage Interactive Portal Dataset</image:caption>
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      <image:title>Papers - Violence and Financial Decisions: Evidence from Mobile Money in Afghanistan</image:title>
      <image:caption>Joshua E. Blumenstock, Michael Callen, Tarek Ghani and Robert Gonzalez, Review of Economics and Statistics (2022) Link to paper</image:caption>
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      <image:title>Papers - Public mobility data enables COVID-19 forecasting and management at local and global scales</image:title>
      <image:caption>Cornelia Ilin, Sébastien Annan-Phan, Xiao Hui Tai, Shikhar Mehra, Solomon Hsiang &amp; Joshua E. Blumenstock, Nature Scientific Reports (2021) Link to paper</image:caption>
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      <image:title>Papers - The effect of large-scale anti-contagion policies on the COVID-19 pandemic</image:title>
      <image:caption>S Hsiang, D Allen, S Annan-Phan, K Bell, I Bolliger, T Chong, H Druckenmiller, LY Huang, A Hultgren, E Krasovich, P Lau, J Lee, E Rolf, J Tseng and T Wu, Nature (2020) Link to paper Resource page Berkeley press release Selected coverage</image:caption>
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      <image:title>Papers - Machine learning can help get COVID-19 aid to those who need it most</image:title>
      <image:caption>Joshua E. Blumenstock, Nature (2020) Link to paper</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1572457401642-V990JVY4QHKZ2RX126QA/Screen+Shot+2019-10-30+at+1.42.59+PM.png</image:loc>
      <image:title>Papers - New Jersey's Rising Coastal Risk</image:title>
      <image:caption>Hess, Delgado, Hamidi, Houser, Kopp, Bolliger, Hsiang, Greenstone, (2019). Link to static report https://njcoastalrisk.com/</image:caption>
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      <image:caption>Englander, Nature Sustainability (2019) Link to report Link to blog item</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1570135334403-M0BA0EAH8II8YEXW7ZXV/Screen+Shot+2019-10-03+at+1.41.56+PM.png</image:loc>
      <image:title>Papers - Clear, Present and Underpriced: The Physical Risks of Climate Change</image:title>
      <image:caption>Rhodium Group. (2019). Link to report</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1569807168578-6HA3CD0XUO62UR7957HX/Almas_w25785.jpg</image:loc>
      <image:title>Papers - Destructive Behavior, Judgment, and Economic Decision-making under Thermal Stress</image:title>
      <image:caption>Almås, Auffhammer, Bold, Bolliger, Dembo, Hsiang, Kitamura, Miguel, Pickmans, NBER Working Paper 25785 (2019) Link to paper</image:caption>
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      <image:title>Papers - Strengthened scientific support for the Endangerment Finding for atmospheric greenhouse gases</image:title>
      <image:caption>Duffy, Field, Diffenbaugh, Doney, Dutton, Goodman, Heinzerling, Hsiang, Lobell, Mickley, Myers, Natali, Parmesan, Tierney, Williams, Science (2019) Link to paper</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1628629437436-RK8Z4VWTQJT11JAXEYIU/hsiang_oliva_walker.jpg</image:loc>
      <image:title>Papers - The Distribution of Environmental Damages</image:title>
      <image:caption>S Hsiang, P Oliva, WR Walker, Review of Environmental Economics and Policy (2019) Link to paper</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1569807282513-7PXCXK11XB0I5ERWBRPU/Dingel_Meng_Hsiang.jpg</image:loc>
      <image:title>Papers - Spatial Correlation, Trade, and Inequality: Evidence from the Global Climate</image:title>
      <image:caption>Dingel, Meng, and Hsiang, NBER Working Paper 25447 (2019) Link to paper</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1540570580247-M0HW37SDSFOXP3331VO7/Hsiang_Kopp_JEP.jpg</image:loc>
      <image:title>Papers - An Economist's Guide to Climate Change Science</image:title>
      <image:caption>Hsiang &amp; Kopp, Journal of Economic Perspectives (2018) Link to paper (nber)</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1540332133573-6H7JI77C6UDNTJQYQ7IX/Spatial_first_diffs_Druckenmiller_Hsiang.jpg</image:loc>
      <image:title>Papers - Accounting for Unobservable Heterogeneity in Cross Section Using Spatial First Differences</image:title>
      <image:caption>Druckenmiller &amp; Hsiang, NBER Working Paper 25177 (2018) Link to paper (nber, arxiv) Code is posted here.</image:caption>
    </image:image>
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      <image:title>Papers - Estimating global agricultural effects of geoengineering using volcanic eruptions</image:title>
      <image:caption>Proctor, Hsiang, Burney, Burke, Schlenker, Nature (2018) Link to paper (ungated here) Resource page (FAQs, graphics, videos, data) Selected coverage: The Washington Post, Scientific American, The Atlantic, Wired, New York, The Guardian, Axios, Science, Reuters Berkeley press release</image:caption>
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      <image:title>Papers - Higher temperatures increase suicide rates in the United States and Mexico</image:title>
      <image:caption>Burke, Gonzalez, Baylis, Heft-Neal, Baysan, Basu, Hsiang, Nature Climate Change (2018) Link to paper (ungated here) Selected coverage: TIME, USA Today, Bloomberg, Scientific American, the Atlantic, SF Chronicle, CNN, World Economic Forum, Reuters, Technology Review, Fortune, Financial Times</image:caption>
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      <image:title>Papers - Letter - Ivory crisis: Growing no-trade consensus</image:title>
      <image:caption>N Sekar, W Clark, A Dobson, P Coelho, P Hannam, R Hepworth, S Hsiang, P Kahumbu, P Lee, K Lindsay, C Lopes Pereira, S Wasser, K Nowak, Science (2018) Link to paper</image:caption>
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      <image:title>Papers - Correspondence - Climate and conflict: no stigma</image:title>
      <image:caption>Hsiang, S &amp; M Burke, Nature (2018) Link to paper</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1514733805986-OBWIFLDDUA61UO3WNNHW/humidity_excerpt.jpg</image:loc>
      <image:title>Papers - Reply to Plewis, Murari et al., and Das: The suicide–temperature link in India and the evidence of an agricultural channel are robust</image:title>
      <image:caption>T Carleton, Proceedings of the National Academy of Sciences (2017) Link to paper</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434157035150-4TX6JPE8GL952DB6XNPA/image-asset.jpeg</image:loc>
      <image:title>Papers - Temperature and Human Capital in the Short- and Long-Run</image:title>
      <image:caption>Graff Zivin, J. S.M. Hsiang, M. Neidell, Journal of the Association of Environmental and Resource Economists (2018) Link to paper Coverage: Washington Post</image:caption>
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      <image:title>Papers - Ground Control to Major Tom: the importance of field surveys in remotely sensed data analysis</image:title>
      <image:caption>I Bolliger, T Carleton, S Hsiang, J Kadish, J Proctor, B Recht, E Rolf, V Shankar, Bloomberg Data for Good Exchange (2017) Link to paper</image:caption>
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      <image:title>Papers - Crop-damaging temperatures increase suicide rates in India</image:title>
      <image:caption>T Carleton, Proceedings of the National Academy of Sciences (2017) Link to paper Selected coverage: AP, Washington Post, The Guardian, National Geographic, The Indian Express, The Wire</image:caption>
    </image:image>
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      <image:title>Papers - Estimating economic damage from climate change in the United States</image:title>
      <image:caption>Hsiang, Kopp, Jina, Rising, Delgado, Mohan, Rasmussen, Muir-Wood, Wilson, Oppenheimer, Larsen, Houser, Science (2017) Link to paper Technical Appendix Perspective commentary by Billy Pizer Data visualization of results Resource page (simplified data output) Blog description Full data archive Selected coverage: Economist, NYT, Atlantic, AP, WP, TIME, USA Today, NPR, CBS, Newsweek, Reuters, Forbes</image:caption>
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      <image:title>Papers - The Marginal Product of Climate</image:title>
      <image:caption>Deryugina, T., &amp; S. Hsiang, NBER Working Paper 24072 (2016) Link to paper</image:caption>
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      <image:title>Papers - Collective Action in Networks: Evidence from the Chilean Student Movement</image:title>
      <image:caption>F. González, Job Market Paper (2016) Link to paper</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1473374421516-6Q3TT87U0WEJCWZ0EOK4/F4.large.jpg</image:loc>
      <image:title>Papers - Social and economic impacts of climate</image:title>
      <image:caption>T.A. Carleton &amp; S.M. Hsiang, Science (2016) Link to paper Blog description Coverage: Bloomberg, Xinhua, ClimateWire, NPR, Quartz, Chile Sustentable, Vvox, Guinee28, Afrique Expansion, East Online,</image:caption>
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      <image:title>Papers - Does Legalization Reduce Black Market Activity? Evidence from a Global Ivory Experiment and Elephant Poaching Data</image:title>
      <image:caption>S. Hsiang &amp; N. Sekar, NBER working paper 22314 (2016) Link to paper Replication files (Stata) Excel replication file for main result Blog posts explaining paper and responding to critiques: response to Underwood I, response to Underwood II, response to World Bank blog, response to CITES Technical Advisory Group New York Times editorial discussing findings Contributed Op-Ed to Guardian debate CITES CoP17 Information Document 96 we wrote submitted by Kenya: Evidence should be used in the global management of endangered species: A reply to the CITES Technical Advisory Group Description of paper's impact on CoP 17 ivory legalization decision Coverage: The Guardian, Washington Post, Newsweek, Xinhua, Forbes, NBER Digest, Voice of America China, News24, The Citizen, The Conversation, Observer,</image:caption>
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      <image:title>Papers - Potentially Extreme Population Displacement and Concentration in the Tropics Under Non-Extreme Warming</image:title>
      <image:caption>S.M. Hsiang &amp; A.H. Sobel, Scientific Reports (2016) Link to paper Blog description Coverage: Washington Post, Scientific American, Xinhua, Radio Santiago, GreenReport.it, TeInteresa.es, América Economíca, SinEmbargo.mx, Piac és Profit</image:caption>
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      <image:title>Papers - Conflict in a changing climate</image:title>
      <image:caption>Carleton, T.A., S.M. Hsiang, M. Burke, European Physical Journal Special Topics (2016). Link to paper Blog description</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1460595024351-MBMW6KUF5NXVG5JOD4QW/image-asset.jpeg</image:loc>
      <image:title>Papers - Climate Econometrics</image:title>
      <image:caption>Hsiang, S.M., Annual review of Resource Economics (2016) Link to paper Slides on identifying the effects of climate using weather</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1460695093614-VWOUZIVMNBPTYKXEG89O/image-asset.jpeg</image:loc>
      <image:title>Papers - Opportunities for advances in climate change economics</image:title>
      <image:caption>Burke, M., M. Craxton, C. D. Kolstad, C. Onda, H. Allcott, E. Baker, L. Barrage, R. Carson, K. Gillingham, J. Graf-Zivin, M. Greenstone, S. Hallegatte, W.M. Hanemann, G. Heal, S. Hsiang, B. Jones, D. L. Kelly, R. Kopp, M. Kotchen, R. Mendelsohn, K. Meng, G. Metcalf, J. Moreno-Cruz, R. Pindyck, S. Rose, I. Rudik, J. Stock, R. S. J. Tol, Science (2016) Link to paper</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1462289559034-7WCLMFXBENMTRR52BSCZ/Patrick_Baylis_Tweets.jpg</image:loc>
      <image:title>Papers - Temperature and Temperament: Evidence from a billion tweets</image:title>
      <image:caption>Baylis, P. (2015) Link to paper Blogs: Energy Institute, G-FEED, Marginal Revolution  Press: Popular Science, Washington Post, Time, Weather Channel, Berkeley News, UC Newsroom, ChicagoInno</image:caption>
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      <image:title>Papers - Distorted Quality Signals in School Markets</image:title>
      <image:caption>J.I. Cuesta, F. González, C. Larroulet, Working Paper (2016) Link to paper</image:caption>
    </image:image>
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      <image:title>Papers - Losing Your Dictator: Firms During Political Transition</image:title>
      <image:caption>F. González, M. Prem, Working Paper (2016) Link to paper</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1462293462984-C6I1ST0M1QHW6AI4HJCG/Report_Slaveowner_clean.jpg</image:loc>
      <image:title>Papers - Start-Up Nation? Slave Wealth and Entrepreneurship in Civil War Maryland</image:title>
      <image:caption>F. González, G. Marshall, S. Naidu, Journal of Economic History, forthcoming NBER Working Paper 22483 Link to paper Blogs: Marginal Revolution</image:caption>
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      <image:title>Papers - Tropical Cyclones: From the Influence of Climate to Their Socioeconomic Impacts</image:title>
      <image:caption>Camargo, S, SM Hsiang (2015) in Extreme Events: Observations, Modeling, and Economics Ed. Chavez, Ghil, &amp; Urrutia-Fucugauchi Link to chapter</image:caption>
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      <image:title>Papers - Global Non-linear Effect of Temperature on Economic Production</image:title>
      <image:caption>Burke, M, SM Hsiang, E Miguel, Nature (2015) Link to paper Nature News and Views by Thomas Sterner Berkeley Press Release Interactive results portal Frequently Asked Questions Globe images of temperature and night-lights Coauthor Ted Miguel presents results at the World Bank (Video) Coverage: Nature, the Economist, NPR (radio), the Atlantic, AP, NYT, Reuters (video), LA Times, PBS,  Financial Times, TIME, Technology Review, Fast Company, MSNBC, Washington Post, Bloomberg, Le Monde, Daily Mail, Fortune, World Economic Forum, MSNBC (video), Christian Science Monitor, Wired, Sydney Morning Herald, Le Scienze, Frankfurter Allgemeine, CBC (video), Vox, Guardian,  Le Figaro, US News, Japan Times, China Daily, Khaleej Times, ABP, Quartz, Mashable, 250+ other outlets</image:caption>
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      <image:title>Papers - Economic Risks of Climate Change: An American Prospectus</image:title>
      <image:caption>Houser, T., R. Kopp, S.M. Hsiang, M. Delgado, A.S. Jina, K. Larsen, M. Mastrandrea, S. Mohan, R. Muir-Wood, DJ Rasmussen, J. Rising, P. Wilson, Columbia University Press (2015) Buy on Amazon Climateprospectus.org (data, figures, more info) Press release UCTV interview about the project (28 min) Coverage: The Economist, Bloomberg, New York Times (also, also), Wall Street Journal, Financial Times (also), Forbes, Reuters, TIME, Washington Post, National Geographic, NPR (also), Wired, Technology Review, Eos, 400+ other outlets.</image:caption>
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      <image:title>Papers - Climate and Conflict</image:title>
      <image:caption>Burke, M, SM Hsiang, E Miguel, Annual Review of Economics (2015) Link to paper Coverage: Washington Post, Grist, Grist (video), VICE, NBER Digest, Think Progress, La Repubblica, Clean Technica</image:caption>
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      <image:title>Papers - Geography, Depreciation, and Growth</image:title>
      <image:caption>Hsiang, SM, AS Jina, American Economic Review (2015) Link Replication files</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1462295467275-GUCTN2XX4OHD67FPAKV9/Comment.jpg</image:loc>
      <image:title>Papers - War and local collective action in Sierra Leone: A comment on the use of coefficient stability approaches</image:title>
      <image:caption>F. González, E. Miguel, Journal of Public Economics (2015) Link to paper</image:caption>
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      <image:title>Papers - Tropical Economics</image:title>
      <image:caption>Hsiang, SM, KC Meng, American Economic Review (2015) Link Appendix Replication files Our related op-ed Coverage: Economist</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1434156638013-PFQ4474COLNYVXMISWY3/EPA_logo.jpg</image:loc>
      <image:title>Papers - The Causal Effect of Environmental Catastrophe on Long-Run Economic Growth: Evidence From 6,700 Cyclones</image:title>
      <image:caption>Hsiang, S.M., A.S. Jina, NBER Working Paper 20352 (2014) Link Coverage: The Economist, The Atlantic, Wall Street Journal, Climate Central, National Review, Business Insider, Marginal Revolution, Smartweek, Dinero Awarded Quartz Chart of the Year 2014</image:caption>
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      <image:title>Papers - Does the Environment Still Matter? Daily Temperature and Income in the United States</image:title>
      <image:caption>Deryugina, T.,  S.M. Hsiang, NBER Working Paper No. 20750 (2014) Link Coverage: Associated Press, Washington Post, Wall Street Journal, CBS, Boston Globe, Huffington Post, VOX, NBER Digest, International Business Times, Medical Daily, Five Thirty Eight, VICE, ClimateWire, Bangor Daily, Politico</image:caption>
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      <image:title>Papers - Reconciling climate-conflict meta-analyses: reply to Buhaug et al.</image:title>
      <image:caption>Burke, M., S.M. Hsiang, E. Miguel, Climatic Change (2014) Link Coverage: Science</image:caption>
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      <image:title>Papers - Nonlinear permanent migration response to climatic variations but minimal response to disasters</image:title>
      <image:caption>Bohra-Mishra, P, M Oppenheimer, SM Hsiang, Proceedings of the National Academy of Sciences (2014) Link Coverage: Science, National Geographic, Scientific American, NPR</image:caption>
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      <image:title>Papers - Drug Trafficking Organizations and Local Economic Activity in Mexico</image:title>
      <image:caption>F. González, PLOS ONE (2015) Link to paper</image:caption>
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      <image:title>Papers - Temperature and Violence</image:title>
      <image:caption>Cane, M.A., E. Miguel, M. Burke, S.M. Hsiang, D.B. Lobell, K.C. Meng, S. Satyanath, Nature Climate Change (2014) Link</image:caption>
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      <image:title>Papers - Climate, Conflict and Social Stability: What does the evidence say?</image:title>
      <image:caption>Hsiang, SM, M Burke, Climatic Change (2014) Link Coverage: Smithsonian</image:caption>
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      <image:title>Papers - Reconciling Temperature-conflict Results in Kenya</image:title>
      <image:caption>Hsiang, S.M., M. Burke, E. Miguel, CEGA Working Paper 032 (2013) Link</image:caption>
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      <image:title>Papers - Reconciling disagreement over climate–conflict results in Africa</image:title>
      <image:caption>Hsiang, SM, KC Meng, Proceedings of the National Academy of Sciences (2014) Link</image:caption>
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      <image:title>Papers - Quantifying the Influence of Climate on Human Conflict</image:title>
      <image:caption>Hsiang, SM, M Burke, E Miguel, Science (2013)  Link (Full text) Replication files New York Times Op-Ed Presentation slides (PDF, 55M) TED talk by coauthor Ted Miguel Talk at UC Berkeley (25 min), Full academic talk at USGS (1 hr) Press Releases: Princeton, Berkeley Coverage: CNN (video, print), BBC World Service, BBC print, Economist, PBS Newshour, NPR Science Friday, Associated Press, AFP, National Geographic, Scientific American, Nature, Aljazeera, 100+ other outlets Listed as one of Discover's top 100 Science stories in 2013</image:caption>
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      <image:title>Papers - Using Weather Data and Climate Model Output in Economic Analyses of Climate Change</image:title>
      <image:caption>Auffhammer, M, SM Hsiang, W Schlenker, AH Sobel, Review of Environmental Economics and Policy (2013) Link NBER working paper</image:caption>
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      <image:title>Papers - Destruction, Disinvestment, and Death: Economic and Human Losses Following Environmental Disaster</image:title>
      <image:caption>Anttila-Hughes JK, SM Hsiang, SSRN Working Paper (2012)  Link 4-minute video summary (Berkeley Institute for Data Science Launch event) Presentation slides (PDF, 16M) Nontechnical description on our blog Press release Coverage: Wall Street Journal, CNN, the Atlantic, Slate, the Guardian, Yahoo News, New Scientist, California Magazine, Inter Press Service, Southern California Public Radio</image:caption>
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      <image:title>Papers - Visually-Weighted Regression</image:title>
      <image:caption>Hsiang, SM (2012) Link Code to produce visually-weighted nonparametric regression in Matlab and Stata (zipped, also contains replication code) nontechnical description on my blog</image:caption>
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      <image:title>Papers - Adaptation to Cyclone Risk: Evidence from the Global Cross-Section</image:title>
      <image:caption>Hsiang, S.M., D. Narita, Climate Change Economics (2012) Link Nontechnical description in Earth Magazine Coverage: Chazen Global Insights</image:caption>
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      <image:title>Papers - Civil Conflicts are associated with the global climate</image:title>
      <image:caption>Hsiang, SM, KC Meng, MA Cane, Nature (2011) Link News and Views by Andrew Solow Nature Editorial Supplementary Information Appendix (6M) replication data and code (zipped, runs in STATA 11) (CSV, data only) table of teleconnected and weakly-affect countries with GWNO codes (CSV, STATA) grid of pixel assignments to teleconnected or weakly-affected coding (MATLAB, EXCEL, CSV) to remake Figure 1A Google Earth file of ENSO teleconnections (data on cover image) video to visualize ENSO teleconnections (MOV [10M], YouTube), PDF of images (10M) Selected coverage: NPR, The Economist, BBC (World Service, print, BBC4), Washington Post, Financial Times, The New York Times, The Guardian, CNN, TIME,  CBC (print, radio), Reuters, AFP, Technology Review, The Independent, Voice of America, The World, Slate, Scientific American, The Australian, Guangming Daily, L'Express, La Stampa, Spiegel, Época, ABC, Science, Nature Climate Change, Significance Magazine, Global Post, other coverage (press release)</image:caption>
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      <image:title>Papers - Can Land Reform Avoid a Left Turn? Evidence from Chile after the Cuban Revolution</image:title>
      <image:caption>F. González, The B.E. Journal of Economic Analysis &amp; Policy (2013) Link to paper</image:caption>
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      <image:title>Papers - Temperatures and cyclones strongly associated with economic production in the Caribbean and Central America</image:title>
      <image:caption>Hsiang, SM, Proceedings of the National Academy of Sciences (2010) Link working paper my nontechnical description on my blog my nontechnical description in Earth Magazine description of the LICRICE tropical cyclone model Coverage: The Economist, The Washington Post, US News &amp; World Report, Mother Jones, The Monkey Cage</image:caption>
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      <image:title>Papers - Local Impacts of Trade Liberalization: Evidence from the Chilean Agricultural Sector</image:title>
      <image:caption>J.I. Cuesta, F. Gallego, F. González, In Economic Policy in Emerging-Market Economies (2015) Link to paper</image:caption>
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      <image:title>training</image:title>
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  </url>
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      <image:title>updates - MOSAIKS announced winner of the SDG Digital GameChangers Award - Make it stand out</image:title>
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      <image:title>updates - sébastien, Xio Hui, Shikhar, Sol, and Josh Coauthor Scientific Reports Paper on COVID-19 and Mobility - Make it stand out</image:title>
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  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2021/6/22/summer-lab-meetup-2021</loc>
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      <image:title>updates - Summer Lab Meetup 2021! - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>updates - Summer Lab Meetup 2021! - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>updates - Summer Lab Meetup 2021! - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>updates - Summer Lab Meetup 2021! - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
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      <image:title>updates - Proctor Publishes Atmospheric Opacity Paper in Nature Food - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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  <url>
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      <image:title>updates - Kelton Presents Working Paper at AMS</image:title>
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      <image:title>updates - Welcome new GSRs!</image:title>
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      <image:title>updates - Hultgren to UChicago Postdoc</image:title>
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      <image:title>updates - Bolliger to Rhodium Group</image:title>
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    <loc>http://solomon-hsiang.squarespace.com/blog/2020/8/5/doctoral-fellow-applications-now-open</loc>
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      <image:title>updates - GPL celebrates another semester!</image:title>
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      <image:title>updates - GPL celebrates another semester!</image:title>
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      <image:title>updates - GPL celebrates another semester!</image:title>
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    <loc>http://solomon-hsiang.squarespace.com/blog/2019/10/30/tidal-flooding-hurricane-risk-grow-along-new-jersey-coast-new-study-finds</loc>
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    <loc>http://solomon-hsiang.squarespace.com/blog/2019/10/21/international-boundaries-keep-out-unauthorized-fishing-if-the-price-is-right-new-study-finds</loc>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1558105095290-D1ATZN44WACSMPYSD6M5/Tamma_Carleton_Berkeley</image:loc>
      <image:title>updates - Carleton awarded AAEA Dissertation Award</image:title>
      <image:caption>Dr. Mantis</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2019/4/30/proctor-to-harvard-post-doc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-05-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1556639425992-OZRM5HAKB42RA40MPH6O/Jon-Proctor+GPL.jpg</image:loc>
      <image:title>updates - Proctor to Harvard Post Doc</image:title>
      <image:caption>all grown up…</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2019/4/30/longmate-to-uc-berkeley-erg-phd-program</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-04-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1556638662450-K2V90QQP4PVZ7L3JUPQ5/Julia+Longmate+GPL</image:loc>
      <image:title>updates - Longmate to UC Berkeley PhD Program</image:title>
      <image:caption>old enough to do research</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2019/4/30/sum-to-ucsb-bren-phd-program</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-04-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1556637889937-Z2SOS9SUSRCHXN81X7KH/Sandy+Sum+GPL</image:loc>
      <image:title>updates - Sum to UCSB Bren PhD Program</image:title>
      <image:caption>future Dr Sum!</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2019/4/30/bell-awarded-rutherford-foundation-fellowship</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2019-04-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1556639923744-JQWPN5TCRCXITLY8RYGW/Kenny+Bell+GPL</image:loc>
      <image:title>updates - Bell awarded Rutherford Foundation Fellowship</image:title>
      <image:caption>Dr Kendon Bell</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/31/nyt-data-viz-feature-on-hot-days</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-09-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1535757018799-IUT79HTOZ9UR2XCD5BI5/Hot+days.jpg</image:loc>
      <image:title>updates - Data viz collaboration with NYT on extreme heat</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/10/publication-measuring-effects-of-geoengineering-on-agriculture-using-volcanoes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-22</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533935564936-WMXBQCDHUOWXM89XAYBL/proctor+Hsiang</image:loc>
      <image:title>updates - Publication: measuring effects of geoengineering on agriculture using volcanoes</image:title>
      <image:caption>Visualization of the stratospheric sulfate aerosols injected into the atmosphere after the eruption of Mt Pinatubo. Each frame is a month. Visualization by Jon Proctor &amp; Solomon Hsiang.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/1/wsj</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533326466453-FTUEA1Z266XF3RJGJ58T/WSJ_graphic.png</image:loc>
      <image:title>updates - WSJ economics column on mortality costs of climate change</image:title>
      <image:caption>Credit: Wall Street Journal</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/suicides</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533329401913-AIGU42766FF27KV591BZ/Burke_Hsiang_suicides_climate.jpg</image:loc>
      <image:title>updates - Publication: Warming increases suicides in the USA and Mexico</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/npr-marketplace-feature-on-scc-research</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533591124954-K3OB5860WKEJ52OSVK6X/CIL-Logo.png</image:loc>
      <image:title>updates - NPR Marketplace feature on Social Cost of carbon research</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/carleton</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533591537568-VF77YVVVHK6RB6AJT0WM/Tamma+Carleton+Global+Policy+Lab</image:loc>
      <image:title>updates - Carleton to Chicago &amp; UCSB</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/sea-grant</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533596762041-6B98SYB8ZWTWYUJPVKX8/Gabe+Englander+Global+Policy+Lab</image:loc>
      <image:title>updates - Englander Awarded Sea Grant</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/gpl-day</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533599234636-RLS7HQB2F3MWRC0BGPU8/Global+Policy+Lab+Team</image:loc>
      <image:title>updates - First GPL mini conference</image:title>
      <image:caption>go bears!</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/kadish-1</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533591899419-WTQEF5XVLWCVFBY9WJL0/Jonathan+Kadish</image:loc>
      <image:title>updates - Kadish founds data science start up</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/climate-one</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533597472675-VS8OX5120C953BZBTYZ5/Solomon+Hsiang+Climate+One.jpg</image:loc>
      <image:title>updates - Hsiang speaks at Climate One</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/terin</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533600142361-H0GV8K7QIBYE72SEVF5U/terin+mayer+global+policy+lab</image:loc>
      <image:title>updates - Mayer to Minnesota Phd program</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/6/gpl-turns-4</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533599531899-8VEHYRZVBPAOYEEJU55N/Global+Policy+Lab+Berkeley</image:loc>
      <image:title>updates - GPL turns 4!</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/ivory-comment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533600944388-S1VCL7MDJYIBAQ1EWFNJ/Sekar%2Bet%2Bal%2BScience%2B2018+copy.jpg</image:loc>
      <image:title>updates - Publication: letter on Ivory trade policy in Science</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/3/nature-op-ed</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-07</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/7/3/altmetric</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-04</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533343749474-T5QZH167BMT28S1DH1TA/altmetric2017+copy.jpg</image:loc>
      <image:title>updates - USA Climate Damages listed as one of Altmetric's top 100 articles of 2017</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/7/hsiang-speaks-at-national-academy-of-science</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-07</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/1/1/publication-temperature-and-human-capital</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533661670074-SXJJA2I2244MLBWYZ5OX/graff+zivin.jpg</image:loc>
      <image:title>updates - Publication: Effect of Temperature on Math performance and learning</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/6/marginal-product-of-climate</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533661990250-J87M45UPXKJ8337QR5WH/Deryugina_Hsiang_climate.jpg</image:loc>
      <image:title>updates - Paper: Pricing climate</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2018/8/7/hsiang-keynote-at-world-congress-of-science-journalists</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-07</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/10/3/paper-the-distribution-of-environmental-damages</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-07-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1507052400193-5NW34GNJ3BK817G1MQ0O/HSIANG_OLIVA_WALKER_pollution</image:loc>
      <image:title>updates - Paper: The Distribution of Environmental Damages</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/10/3/op-ed-in-the-new-york-times-economic-consequences-of-hurricane-maria</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-10-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1507051629126-4MQVL14LL8BRL8J5B1DY/hurricane+Maria+economic+damage+Hsiang</image:loc>
      <image:title>updates - Op-Ed in the New York Times: Economic consequences of Hurricane Maria</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/7/publication-crop-damaging-temperatures-increase-suicide-rates-in-india</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-08-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1502124704623-P5M2Q301VZ7OCP8H5Z2I/image-asset.png</image:loc>
      <image:title>updates - Publication: Crop-damaging temperatures increase suicide rates in India</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/6/28/publication-climate-damage-in-the-united-states</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-07-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498693971227-US2OAYT6BO8P29UEYY0R/Hsiang+Science+USA</image:loc>
      <image:title>updates - Publication: Climate Damage in the United States</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/6/26/carleton-named-30-under-30-by-pacific-standard</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-06-27</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498502887707-XBPZ6QJWSRIBSJLA3RDY/image-asset.jpeg</image:loc>
      <image:title>updates - Carleton named 30 under 30 by Pacific Standard</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/6/22/climate-impact-lab-interactive-maps-launch-nyt-feature</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-06-27</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498586544538-S9260ECUI8VAF3TBALE5/climate+impact+lab+map</image:loc>
      <image:title>updates - Climate Impact Lab Interactive Maps Launch + NYT Feature</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498587098842-L4V1CUQ3X7Z8RU3RCOCJ/impact+lab+NYT</image:loc>
      <image:title>updates - Climate Impact Lab Interactive Maps Launch + NYT Feature</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/6/19/rising-to-lse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-06-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1497916793217-P3JT16KPEEOAD8K6YD49/James+Rising</image:loc>
      <image:title>updates - Rising to LSE</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/6/19/bell-to-landcare-research</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1497916583007-21BVJNW9NINCQGW46WML/Kenny+Bell</image:loc>
      <image:title>updates - Bell to Landcare Research</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/6/19/gonzlez-to-puc-chile</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-06</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1497915988532-205LFYA4O8KSCWGGZY7O/Felipe_Gonzalez.jpg</image:loc>
      <image:title>updates - González to PUC Chile</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/1/11/obama-cites-climate-economics-research</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-01-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1484188032553-9IO13KXYZ3FUYVP2G984/Obama+global+policy+lab</image:loc>
      <image:title>updates - Obama cites GPL climate economics research</image:title>
      <image:caption>Coolest author affiliation... ever</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/1/11/paper-understanding-farmer-crop-choice-in-response-to-climate-change</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-01-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1484187034588-D0KFXYKXMP3TV880973I/James+Rising+Coffee</image:loc>
      <image:title>updates - Paper: Understanding farmer crop choice in response to climate change</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/1/11/paper-non-linear-network-behavior-of-protesters-during-escalating-social-movements</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-01-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1484186441823-SD3JR6QZHQHHZO4FG1B0/Felipe_Gonzalez_Berkeley_Protests</image:loc>
      <image:title>updates - Paper: Non-linear network behavior of protesters during escalating social movements</image:title>
      <image:caption>Locations of over 50,000 student protesters in Santiago, Chile during the 2011 student movement</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2017/6/27/kavli-fellows-meet-at-national-academy-of-sciences</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-06-27</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/10/24/discussing-the-future-of-energy-at-mit</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-10-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1477292981182-5GVATA4A0ZKWJ243RMBS/Solomon_Hsiang_MIT</image:loc>
      <image:title>updates - Discussing the future of energy at MIT</image:title>
      <image:caption>Sol speaks at MIT about the impact of climate change</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1477293083681-WDSAHFO1YUXQRQ4249H9/Donald_Sadoway_MIT</image:loc>
      <image:title>updates - Discussing the future of energy at MIT</image:title>
      <image:caption>Donald Sadoway speaks at MIT about preventing climate change through engineering innovation.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/10/25/op-ed-in-the-guardian-would-a-legal-ivory-trade-save-elephants</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-09-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1506696391422-05PZN6N8S9XU1Q44IAHG/Nairobi-Ivory-Burn-by-Mwangi-Kirubi-8.jpg</image:loc>
      <image:title>updates - Op-Ed in the Guardian: Would a legal ivory trade save elephants?</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/9/8/publication-social-and-economic-impacts-of-climate</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-09-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1473374985567-P3Q3VGUGEUBAQZHDHEL9/image-asset.jpeg</image:loc>
      <image:title>updates - Publication: Social and economic impacts of climate</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/9/1/climateconflictdocumentary</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-09-02</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1472780036012-G7JKR1UTFO4FD0R511RE/image-asset.jpeg</image:loc>
      <image:title>updates - Documentary movie on climate as a cause of conflict</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/8/19/berkeley-opportunity-lab-web-launch</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-08-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1471659882135-DXF4CA54KEACSLM59X51/image-asset.jpeg</image:loc>
      <image:title>updates - Berkeley Opportunity Lab web launch</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/8/15/hsiangatmitemtech</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-08-16</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1471291435376-PRNK8YG5M2XOL2RG1R5M/image-asset.png</image:loc>
      <image:title>updates - Hsiang at MIT's EmTech</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/8/15/paper-attendance-distorts-standardized-test-scores</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-08-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1471286593997-D3R5IHR89BA403OPRRDZ/image-asset.jpeg</image:loc>
      <image:title>updates - Paper: Attendance distorts standardized test scores</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/7/2/how-far-has-policy-research-come-in-3000-years</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-07-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1467570551088-9U7HA5CU40R0K4Y3V9P4/image.jpg</image:loc>
      <image:title>updates - How far has policy research come in 3000 years?</image:title>
      <image:caption>The center bone aims to determine whether war with a neighboring group is wise. </image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/25/kadish</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1466880527033-3HKGSU2DMD0WDQ2EI04X/image-asset.jpeg</image:loc>
      <image:title>updates - Kadish awarded land use grant</image:title>
      <image:caption>This is not Jonathan Kadish</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/27/nyt-editorial-board-cites-gpl-research-on-ivory-regulation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1467094593425-3KS8GRDV2MAVWBWQ8KEX/22inyt-ivory-master768.jpg</image:loc>
      <image:title>updates - NYT Editorial Board cites GPL research on ivory regulation</image:title>
      <image:caption>Credit: Ben Curtis/Associated Press</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/14/paper-effects-of-legalization-on-black-markets</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-14</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465948231779-D4W4O9F04EKQM3XRNTPA/image-asset.jpeg</image:loc>
      <image:title>updates - Paper: Effects of legalization on black markets</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/10/publication-potentially-extreme-migration-and-population-concentration-in-the-tropics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465607251123-EXMLY7RPE5W079GF32K5/image-asset.jpeg</image:loc>
      <image:title>updates - Publication: Potentially extreme migration and population concentration in the tropics</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/7/publication-conflict-in-a-changing-climate</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-07-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465314169193-YVJR8HVQ1G9ZZ63GGYHF/image-asset.jpeg</image:loc>
      <image:title>updates - Publication: Conflict in a changing climate</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/6/kadish-awarded-urban-economics-grant</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465276341572-WCG3G4ZRHIL0ZN489Q2Y/image-asset.jpeg</image:loc>
      <image:title>updates - Kadish awarded urban economics grant</image:title>
      <image:caption>Jonathan Kadish is awarded a grant to study urban energy use.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/6/cbo-cites-two-gpl-publications-in-hurricane-report</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-12-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465275721066-4M7G4A9KDX85D7FXOFA5/image-asset.jpeg</image:loc>
      <image:title>updates - CBO cites two GPL publications in national hurricane report</image:title>
      <image:caption>Hurricane Katrina</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/6/welcoming-ds421-summer-interns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-07</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/empirical-climate-damages-episode-ii</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-06-27</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/5/climate-impact-lab-web-launch</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-06-27</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1463775275151-6YF1NLW6YSR3G2RV61E3/image-asset.png</image:loc>
      <image:title>updates - Climate Impact Lab web launch</image:title>
      <image:caption>see more here</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/climate-econometrics-paper</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464157073826-FWNJCFK1OLJLGQ6QKC8J/Solomon+Hsiang+Climate+Econometrics</image:loc>
      <image:title>updates - Publication: Climate Econometrics</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/carleton-awarded-epa-star-fellowship</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464074359355-AGXAL3LW9FVMEQW15NKQ/Tamma+Carleton</image:loc>
      <image:title>updates - Carleton awarded EPA STAR Fellowship</image:title>
      <image:caption>Tamma Carleton wins EPA STAR</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/baylis-to-stanford-and-ubc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464074030603-QTGS8K9V3SNWAHYC8ENV/patrick+baylis</image:loc>
      <image:title>updates - Baylis to Stanford and UBC</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/temperature-growth-findings-listed-as-one-of-altmetrics-top-100-articles-of-2015</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464073639703-R3M82VFFGXSWO6A44GEP/image-asset.jpeg</image:loc>
      <image:title>updates - Temperature-growth findings listed as one of Altmetric's top 100 articles of 2015</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/op-ed-in-the-la-times-what-do-we-actually-know-about-conflict-and-climate</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/letter-in-wall-street-journal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464147055731-38PQV5WUHER6BKME7LWI/image-asset.jpeg</image:loc>
      <image:title>updates - Letter in Wall Street Journal</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/op-ed-in-the-guardian</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464130240071-RH1EMNERWCHED5816T8Z/NOAA</image:loc>
      <image:title>updates - Op-Ed in the Guardian</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2015/9/8/publication-drug-trafficking-organizations-and-local-economic-activity-in-mexico</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1463774563295-PI6METXFA4KOX2OOUDP5/Felipe_Gonzalez_DTO_mexico</image:loc>
      <image:title>updates - Publication: Drug Trafficking Organizations and Local Economic Activity in Mexico</image:title>
      <image:caption>Drug trafficking organizations across space and time. Municipalities colored in black have at least one DTO operating.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/25/proctor-awarded</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1466881221648-ANUN33UGMN1TQEXIUINB/Jonathan+Proctor.jpeg</image:loc>
      <image:title>updates - Proctor awarded machine learning grant</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/successful-team-visit-to-nz-maori-trust</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464130099699-8TD6R7HX1VPBDV4GYY2V/image-asset.png</image:loc>
      <image:title>updates - Successful team visit to NZ Maori Trust</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/first-summer-workshop-in-climate-economics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2018-08-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464147970763-WC8BU7V7W2N8PJBY194L/Training</image:loc>
      <image:title>updates - First Summer Workshop in Climate Economics</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/book-published-on-economic-risk-of-climate-change</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2017-06-27</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464148183835-K1BE0YQVHTIAEKYNR1SA/American+Climate+Prospectus</image:loc>
      <image:title>updates - Book published on economic risk of climate change</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/25/gonzlez-et-al-awarded-development-grant</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1466879926455-TRC97O79PG48JHZ7HZHX/image-asset.jpeg</image:loc>
      <image:title>updates - González et al. awarded development grant</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/1/obama-cites-climate-conflict-research</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-01</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464767804752-13PU6QKQ73NKRLY4D1IP/image-asset.jpeg</image:loc>
      <image:title>updates - Obama cites climate-conflict research</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/nsf-awards-berkeley-data-science-research-traineeship</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464148269020-ANLJ81XJ2QPP8IZCORI3/image-asset.png</image:loc>
      <image:title>updates - NSF awards Berkeley Data Science Research Traineeship</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/op-ed-in-reuters</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464148350953-L0D7GH3E1PB1D947SVXF/image-asset.jpeg</image:loc>
      <image:title>updates - Op-Ed in Reuters</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/keynote-at-strata-hadoop</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/6/8/gr100hd7k0z0ujv9k5qos0g6iu3ixk</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-06-09</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1465451926262-TUC2T04EH1ZPNMSL617W/image-asset.jpeg</image:loc>
      <image:title>updates - GPL Research shapes 2016 US Federal budget</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/typhoon-research-awarded-chart-of-the-year</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464149600833-D4UDCYNGB9N623CPERG0/image-asset.png</image:loc>
      <image:title>updates - Typhoon research awarded Chart Of The Year</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/report-on-the-economic-risks-of-climate-change</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464149760082-95RM8SN3JHWZWY8KA07Y/image-asset.jpeg</image:loc>
      <image:title>updates - Report on the Economic Risks of Climate Change</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/cy4d541soc79g6dzlr2c69gqx9xs97</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/climate-conflict-findings-listed-as-one-of-discovers-top-100-science-stories-in-2013</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464150490554-PUUA8JDQCZ4HV7INEFWW/image-asset.jpeg</image:loc>
      <image:title>updates - Climate-conflict findings listed as one of Discover's top 100 Science stories in 2013</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/science-for-solutions-award</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2016-05-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1464150716798-FEYQJNUC7Z23P794EXJT/image-asset.png</image:loc>
      <image:title>updates - Science for Solutions Award</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/blog/2016/5/24/op-ed-in-new-york-times-sunday-review</loc>
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    <lastmod>2016-05-25</lastmod>
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      <image:title>updates - Op-Ed in New York Times Sunday Review</image:title>
    </image:image>
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  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/special-ops</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-16</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1487460291536-2VTE1NSBZ53EQ2EEGPSC/impact.jpg</image:loc>
      <image:title>special ops</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1487460821211-7898SXE9ID0VABGPZ6IS/landscape-1463681436xNe.jpg</image:loc>
      <image:title>special ops</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576791295614-UT8UCJRA5PZJZY7ZNZLS/image-asset.jpeg</image:loc>
      <image:title>special ops</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647406146158-SZY93NDSB1UZIE6R8PM7/Adela+-+Copy.png</image:loc>
      <image:title>special ops</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1487554694664-20VZ2UCQFYWDO7V9Y0QO/image-asset.jpeg</image:loc>
      <image:title>special ops</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1487459795036-4MMQ6S3MGVQWSJEAA7TJ/Climate+Impact+Lab+Team</image:loc>
      <image:title>special ops</image:title>
      <image:caption>The Climate Impact Lab Team</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576632885986-Q3ZIPII9PTHRM75X7D3D/image-asset.jpeg</image:loc>
      <image:title>special ops</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576632460117-AGYPTH1QZM7NROUM3FJZ/DOS_photos_presenting_small.jpg</image:loc>
      <image:title>special ops - The Aerial History Project</image:title>
      <image:caption>These are example images from a 1950 survey of Barbados, alongside the original flight map showing the approximate locations of images.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576632669861-I9IU8K8XOX4FDP8KB8O0/NCAP_BECM_MOVE_9771.jpg</image:loc>
      <image:title>special ops</image:title>
      <image:caption>These photos illustrate some of the 1.6 million aerial images collected by the British Directorate of Overseas Surveys.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576631562871-4H12LCI4Q76G64IQ7BT3/NCAP_BECM_MOVE_9779.jpg</image:loc>
      <image:title>special ops</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576638686474-SK9NHGF6BOX6MKRHJOXO/montserratt.jpg</image:loc>
      <image:title>special ops</image:title>
      <image:caption>This figure depicts assembled “satellite-like” images of Montserrat in 1952, 1968, 1982, and a modern color satellite image from 2017. Economic development along the east coast is clear, with construction of the island's only airport, road development, and urban growth of the town of Bethel. Abrupt eruption of the island's central volcano in 1995 destroyed this infrastructure in a lava flow, causing half of the island's population to permanently migrate away.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1579045706427-D1QXD37LBUYCVCQZNRR7/logo-riksbanken.jpg</image:loc>
      <image:title>special ops</image:title>
      <image:caption />
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1579045754858-RYIGHF1C77FPXRCMS51I/natgeo.jpg</image:loc>
      <image:title>special ops</image:title>
      <image:caption />
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1579045705900-IUWEDHQ23MNTFPQCXR93/microsoft.png</image:loc>
      <image:title>special ops</image:title>
      <image:caption />
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1579046415700-6UDQT786P4X5BW2Q7HYW/stockholm-university-193-logo.png</image:loc>
      <image:title>special ops</image:title>
      <image:caption />
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1579046409565-UQXG5SDDG0JZSLNF5R6V/ncap.png</image:loc>
      <image:title>special ops</image:title>
      <image:caption />
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1579046555767-C2GRO9M5YCCNP3ZAENWT/hes.png</image:loc>
      <image:title>special ops</image:title>
      <image:caption />
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1492145823136-CB27PUKS2O1B0ZFP5GIB/16.04.29_SolomonHsiang_04_bkm.jpg</image:loc>
      <image:title>special ops - Solomon Hsiang</image:title>
      <image:caption>Chancellor's Professor of Public Policy</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576789738216-IQC6GCKC13NBL3ODJ8KJ/headshotanna.jpg</image:loc>
      <image:title>special ops - Anna Tompsett</image:title>
      <image:caption>Assistant Professor, Development Economics, Stockholm University</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576789567138-VWVDKDD4CPH1SS1T5URY/headshotandreas.jpg</image:loc>
      <image:title>special ops - Andreas Madestam</image:title>
      <image:caption>Assistant Professor, Department of Economics, Stockholm University</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576624623989-KQDGGG68X0RF7FEZLI6F/hannahheadshot.jpg</image:loc>
      <image:title>special ops - Hannah Druckenmiller</image:title>
      <image:caption>NSF Graduate Research Fellow, Ag + Resource Econ agriculture | econometrics | rural development</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576627480687-P0JL7RIS7PMLJGQH34LQ/headshotluna.jpg</image:loc>
      <image:title>special ops - Luna Huang</image:title>
      <image:caption>Ag + Resource Econ development economics | geospatial machine learning</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576627535205-MQRXS6RS8F95M7XE2ED9/headshottrin.jpeg</image:loc>
      <image:title>special ops - Trinetta Chong</image:title>
      <image:caption>Project Manager, Aerial History Project</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576790044499-CFLGHT209NYWDEBHQ58M/headshotnicklas.jpg</image:loc>
      <image:title>special ops - Nicklas Nordfors</image:title>
      <image:caption>PhD candidate, Department of Economics, Stockholm University</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576627650427-PHSJ44MM4XGODDAS42UT/headshotalex.jpg</image:loc>
      <image:title>special ops - Alex Gao</image:title>
      <image:caption>Class of 2019 Computer Science, Economics and Public Policy</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1576627757158-QFFIA0HLJK11IU32YPRC/headshotalex.jpeg</image:loc>
      <image:title>special ops - Tommy Poa</image:title>
      <image:caption>Class of 2019 Computer Science</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/3525fc66-8a63-48f6-89f9-776d8dd1ca4c/Adela+%28GiveDirectly%29</image:loc>
      <image:title>special ops</image:title>
      <image:caption>Adela (Photo</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/figures-economic-damage-from-climate-change-in-the-united-states</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2017-06-26</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104719925-4XE0EW5HMAO5T746W2LG/damages_total_2080_to_2090.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Median total damages</image:title>
      <image:caption>County-level annual damages in median scenario for climate during 2080-2099 under business-as-usual emissions trajectory (RCP8.5). Negative damages indicate economic benefits. Map corresponds with Figure 2I in main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104719925-4XE0EW5HMAO5T746W2LG/damages_total_2080_to_2090.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Median total damages</image:title>
      <image:caption>County-level annual damages in median scenario for climate during 2080-2099 under business-as-usual emissions trajectory (RCP8.5). Negative damages indicate economic benefits. Map corresponds with Figure 2I in main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104748933-M9OQZ0P9TUSRX5C9TICX/inequality_damages.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Inequality of damages in the USA</image:title>
      <image:caption>Range of economic damages per year for groupings of US counties, based on their income (29,000 simulations for each of 3,143 counties). The poorest 10% of counties are the leftmost box plot. The richest 10% are the rightmost box plot. Damages are fraction of county income. White lines are median estimates, boxes show the inner 66% of possible outcomes, outer whiskers are inner 90% of possible outcomes. This figure is a simplified version of Figure 5C in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104616634-YZ9ESEUQTTUULNGVMBG4/damage_function_simple_+fahrenheit_celsius.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Climate Damage Function for the USA</image:title>
      <image:caption>Estimated total direct damage to US economy per year in response to global mean temperature changes (horizontal axis). The red line is average losses across 29,000 simulations. The shaded region marks the 90% confidence interval across simulations (there is a 90% chance a simulation lands in this region). This graph corresponds with Figure 5A in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498105990914-2WTWGOQD4YR7KNUXXETY/damage_function_+fahrenheit.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Damage function for USA (Fahrenheit only)</image:title>
      <image:caption>Estimated total direct damage to US economy per year in response to global mean temperature changes (horizontal axis). The red line is average losses across 29,000 simulations. The shaded region marks the 90% confidence interval across simulations (there is a 90% chance a simulation lands in this region). This graph corresponds with Figure 5A in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104694195-H8MM018AOTMFH7DKXAMB/damages_everysector_2080_to_2090.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Median damages by sector</image:title>
      <image:caption>County-level annual damages in median scenario for climate during 2080-2099 under a business-as-usual emissions trajectory (RCP8.5). Negative damages indicate benefits. From left to right, top to bottom: percent change in yields, averaged for maize, wheat, soybeans, and cotton; changes in all-cause mortality rates, across all age groups; change in electricity demand; change in labor supply of full-time equivalent workers for low risk jobs where workers are minimally exposed to outdoor temperature; same as previous except for high risk jobs where workers are heavily exposed to outdoor temperatures; change in damages from coastal storms and sea level rise; changes in violent crime rates; changes in property crime rates; median total direct economic damage across all sectors. Maps corresponds with Figure 2 in main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104871870-DAPB4HNFHNDK6ZK0U68U/stormsurge_NewYork_NY.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Floodplain for New York, NY</image:title>
      <image:caption>Simulations of areas inundated by 1-in-100 year floods under median sea level rise under business-as-usual (RCP8.5) warming, accounting for forecast changes in tropical cyclone activity. The analysis covered the entire US coast, this image is for New York, NY. These correspond with Figure 4B and 4D in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104808914-WIBDXQ2Q6K2ZO1B3GNPB/stormsurge_Miami_FL.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Floodplain for Miami, FL</image:title>
      <image:caption>Simulations of areas inundated by 1-in-100 year floods under median sea level rise under business-as-usual (RCP8.5) warming, accounting for forecast changes in tropical cyclone activity. The analysis covered the entire US coast, this image is for Miami, FL. These correspond with Figure 4B and 4D in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104831800-0J2VWBP837QITI60LQCY/stormsurge_Norfolk_VA.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Floodplain for Norfolk VA</image:title>
      <image:caption>Simulations of areas inundated by 1-in-100 year floods under median sea level rise under business-as-usual (RCP8.5) warming, accounting for forecast changes in tropical cyclone activity. The analysis covered the entire US coast, this image is for Norfolk, VA. These correspond with Figure 4B and 4D in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104807544-DV4IQXS48ULRHKR4F0NL/stormsurge_Houston_TX.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Floodplain in Houston, TX</image:title>
      <image:caption>Simulations of areas inundated by 1-in-100 year floods under median sea level rise under business-as-usual (RCP8.5) warming, accounting for forecast changes in tropical cyclone activity. The analysis covered the entire US coast, this image is for Houston, TX. These correspond with Figure 4B and 4D in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104856831-WZ61Q8RVSZFAL58FSV4X/stormsurge_Washington_DC.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Floodplain for Washington, DC</image:title>
      <image:caption>Simulations of areas inundated by 1-in-100 year floods under median sea level rise under business-as-usual (RCP8.5) warming, accounting for forecast changes in tropical cyclone activity. The analysis covered the entire US coast, this image is for Washington, DC. These correspond with Figure 4B and 4D in the main article.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1498104998625-GFJAFMENF81WI3G3UB7K/projection_temperature_global.jpg</image:loc>
      <image:title>Figures: Estimating Economic Damage from Climate Change in the United States - Combining output from global climate models</image:title>
      <image:caption>44 climate models (outlined maps) and model surrogates (dimmed maps) are weighted so the distribution of the range of 2080-2099 global mean surface temperature changes match the probability distribution of estimated changes based on climate sensitivity estimates (blue-grey line) under a business-as-usual emissions trajectory (RCP8.5). Image corresponds with Figure 1A in the main article.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/covid19-images</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-06-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591795321844-67UDVF6YL9TE4OCE4O6I/image-asset.gif</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591795321844-67UDVF6YL9TE4OCE4O6I/image-asset.gif</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591794976629-5XLCRE3YQPU5R32YGO6F/USA_04_06.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in US states on April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.  Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591587813497-0QWZ5WPOKJIYI8SR6V0A/Hsiang_fig4_USA.png</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in the US with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297262571-LZFUS24S5NNTWLJRT7QC/image-asset.gif</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338500984-S7C3PG8YOBA45V3AHUMN/ITA_04_06.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in Italian provinces on April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.  Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585536941-ZJES0RS8S14ELFDJ48KQ/Hsiang_fig4_ITA.png</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in Italy with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591341375091-TVLUN3RTPCDAXWCTWMUR/CHN_animation.gif</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338072856-M0VL29NTEY7PNQO2CHSY/CHN_03_05.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in 116 Chinese cities where data is available (shaded grey) on March 5, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.  Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585145791-14HZEQQDYJ0FRLW3TH6Q/Hsiang_fig4_CHN.png</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in China with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297389882-FF5L0TCS1ZULFMIKYEVP/IRN_animation.gif</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338698682-1VPT41R9BY3EBQ8SEARG/IRN_03_22.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in Iranian provinces on March 22, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586372341-TVMXOT7XWBU4N6M10GU1/Hsiang_fig4_IRN.png</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in Iran with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297240377-GYSY4F3UCDBZC3HJWR21/image-asset.gif</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338395593-UE47RUYZ62FTNW0EFZ7T/KOR_04_06.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in South Korean provinces on April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.  Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585375000-NH9UI4GUDPLFHJR9WJKG/Hsiang_fig4_KOR.png</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in South Korea with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297440600-973RVXEPT9XSY2WRYDJN/image-asset.gif</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338788483-E01GKLOJQ1YVCL6IF5UJ/FRA_03_25.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in French regions on March 25, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586524261-JDKZD2ZR2OCWX8KOYYOA/Hsiang_fig4_FRA.png</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in France with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591740873983-N6S4ZTV0JPAFB5RPNY0E/chn_policy_timelines.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Timeline of policies in China by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591640714009-X3PORD1W3TM5IE5JDA0L/kor_policy_timelines.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Timeline of policies in South Korea by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591658121660-U944FJC89XVHEG9ISVIG/ita_policy_timelines.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Timeline of policies in Italy by region Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591645861437-LWUVIYN52HGRRVT650BO/irn_policy_timelines.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Timeline of policies in Iran by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591640789210-SOSVQA30VVDJVVYKDI07/fra_policy_timelines.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Timeline of policies in France by région Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591640737348-UEO4BEU0TEWJG9LQ5HH8/usa_policy_timelines.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Timeline of policies in the US by state Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591583974589-Q30HU3WH2BEJ8NGHKAGD/Hsiang_fig2_readable.jpg</image:loc>
      <image:title>COVID-19 images</image:title>
      <image:caption>Panel A (top left): Estimates of daily COVID-19 infection growth rates in the absence of policy; Panel B (bottom left): Estimated combined effect of all policies on infection growth rates; Panel C (right): Estimated effects of individual policies or policy groups on the daily growth rate of infections, jointly estimated and ordered roughly chronologically within each country. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://static1.squarespace.com/static/55667009e4b04bbb290cc837/5eddc59f95d12324a33807c0/5ee0dd4782c2e22fb0ba9c51/1591795015752/</image:loc>
      <image:title>COVID-19 images</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/covid19-video-coverage</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-17</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1594980129366-6H38FEOU8T2IUAGVWAZ9/image-asset.png</image:loc>
      <image:title>COVID-19 Video coverage - UC Berkeley Study Says Covid-19 Prevention Measures Prevented 500 Million Infections</image:title>
      <image:caption>Solomon Hsiang, U.C. Berkeley Professor of Public Policy and Global Policy Laboratory director, discusses his study on the impact of emergency health measures to slow the spread of the coronavirus. He speaks with Bloomberg's David Westin on "Bloomberg: Balance of Power." (Source: Bloomberg)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1594980129366-6H38FEOU8T2IUAGVWAZ9/image-asset.png</image:loc>
      <image:title>COVID-19 Video coverage - UC Berkeley Study Says Covid-19 Prevention Measures Prevented 500 Million Infections</image:title>
      <image:caption>Solomon Hsiang, U.C. Berkeley Professor of Public Policy and Global Policy Laboratory director, discusses his study on the impact of emergency health measures to slow the spread of the coronavirus. He speaks with Bloomberg's David Westin on "Bloomberg: Balance of Power." (Source: Bloomberg)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591935928219-XEH9SHWGKKG3CAXTFN8P/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Video coverage</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591943552464-VCKH59D6E7W0P8GEW5CT/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Video coverage - MSNBC Rachel Maddow Show</image:title>
      <image:caption>Rachel Maddow shares the results of a study out of U.C. Berkeley that shows how many millions more people would have been infected by the coronavirus if stay-at-home orders and other preventative measures had not been enacted. source</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591936214674-KBSNY0R6A9TZYVYHI97X/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Video coverage - MSNBC Rachel Maddow interviews Solomon Hsiang</image:title>
      <image:caption>Solomon Hsiang, professor of public policy at U.C. Berkeley, talks with Rachel Maddow about the results of a study of the effectiveness of efforts to slow the spread of the coronavirus, and the historic feat that humans around the world have achieved in adjusting their behavior to slow the spread of the disease. source</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591936333928-0ZSHLNNICUHLJNY8M9HK/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Video coverage - KRON4 San Francisco</image:title>
      <image:caption>UC Berkeley study says COVID-19 prevention measures prevented 500M infections. As co-author of the new-study, Ian Bolliger explains the number of total infections would’ve been even larger, as not everyone is tested. source</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591936544922-C6G8255Z149HGEIHYSYY/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Video coverage - Sacramento County sees increase in COVID-19 hospitalizations</image:title>
      <image:caption>“The cost of these policies -- people losing their jobs, children being kept home from school -- are highly visible,” said co-author Hannah Druckenmiller. source</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1592544464238-AAJU6U8IL99KOB2T99PZ/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Video coverage - Arirang TV</image:title>
      <image:caption>Did lockdowns save millions of lives? Arirang TV speaks with Jaecheol Lee, a researcher at the Global Policy Lab at UC Berkeley</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591935928206-TKLJO2ZZGOHEVOSBQ52X/image-asset.octet-stream</image:loc>
      <image:title>COVID-19 Video coverage</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591936160555-KSPOORCJR5TUK5GGH30O/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Video coverage - MSNBC: Rachel Maddow shares study results</image:title>
      <image:caption>Rachel Maddow shares the results of a study out of U.C. Berkeley that shows how many millions more people would have been infected by the coronavirus if stay-at-home orders and other preventative measures had not been enacted.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/covid19-articles</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-06-12</lastmod>
    <image:image>
      <image:loc>https://static1.squarespace.com/static/55667009e4b04bbb290cc837/t/5ee33e1c1a0d140e762ee5fd/1591946714559/</image:loc>
      <image:title>COVID-19 Articles</image:title>
    </image:image>
    <image:image>
      <image:loc>https://static1.squarespace.com/static/55667009e4b04bbb290cc837/5ee32dab2fdc4d78d9175f17/5ee32dda9a0fa50eb32489f1/1591946714559/</image:loc>
      <image:title>COVID-19 Articles</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591946970243-HRFZXYRLZ7B8LYHUAM3L/image-asset.jpeg</image:loc>
      <image:title>COVID-19 Articles - UC Berkeley</image:title>
      <image:caption>Emergency COVID-19 measures prevented more than 500 million infections, study finds</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591950073880-G40IFLG8W15KRCZYZHK1/Screen+Shot+2020-06-12+at+1.20.43+AM.png</image:loc>
      <image:title>COVID-19 Articles - BBC</image:title>
      <image:caption>Coronavirus: Lockdowns in Europe saved millions of lives</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591947165167-VDXEF4KZEBK25X14X8K2/Screen%2BShot%2B2020-06-12%2Bat%2B12.30.44%2BAM.jpg</image:loc>
      <image:title>COVID-19 Articles - Bloomberg</image:title>
      <image:caption>Lockdowns May Have Helped Prevent Half a Billion Coronavirus Cases</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591947280848-TKXZYGU9XQB1JFSKPDL7/Screen+Shot+2020-06-12+at+12.33.48+AM.png</image:loc>
      <image:title>COVID-19 Articles - CNBC</image:title>
      <image:caption>Lockdowns prevented nearly 5 million U.S. coronavirus cases, study says</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591947562615-WY5PTBQQ7M8IEDR50HPW/Screen+Shot+2020-06-12+at+12.38.24+AM.png</image:loc>
      <image:title>COVID-19 Articles - CNN</image:title>
      <image:caption>Shutdowns through early April prevented about 60 million US coronavirus infections, study says</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948674017-UBWUF593PMHZZH9QTWAH/Screen+Shot+2020-06-12+at+12.57.19+AM.png</image:loc>
      <image:title>COVID-19 Articles - Forbes</image:title>
      <image:caption>Shutdowns Prevented Approximately 60 Million Coronavirus Cases In US, Study Shows</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948846633-3WVJ4JL56K82JTZ45BEF/Screen+Shot+2020-06-12+at+1.00.01+AM.png</image:loc>
      <image:title>COVID-19 Articles - The Hill</image:title>
      <image:caption>Study: Shutdowns prevented 60 milllion coronavirus cases in US</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948242843-8TJNBWYR56GOFYRTNULK/Screen+Shot+2020-06-12+at+12.50.13+AM.png</image:loc>
      <image:title>COVID-19 Articles - The New York Times</image:title>
      <image:caption>Lockdowns Saved Many Lives and Easing Them Is Risky, Say Scientists</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591948168086-RLHEP1DRKPI9WN8LZG79/Screen+Shot+2020-06-12+at+12.48.56+AM.png</image:loc>
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      <image:caption>Assistant Professor, Bren School of Environmental Science and Management, University of California, Santa Barbara Postdoctoral Scholar in Economics, University of Chicago PhD in Agricultural &amp; Resource Economics, UC Berkeley MSc. in Environmental Change and Management, University of Oxford BA in economics, Lewis &amp; Clark College homepage</image:caption>
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      <image:caption>Han Sheng Chia is Vice President of Innovation at GiveDirectly. He leads the organization’s investments to drive step-function change in cash delivery to the world’s poorest. He previously led GiveDirectly’s Humanitarian practice, growing programs from $1M in seed funding to more than $100M. He has run programs ranging from COVID-19 responses in Uganda and Togo to emergency hurricane responses in the Caribbean. Han Sheng previously held roles in management consulting and tech. He is a graduate of Brown University.</image:caption>
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      <image:caption>“The cost of these policies -- people losing their jobs, children being kept home from school -- are highly visible,” KCRA speaks to Hannah Druckenmiller about recent GPL study on the effectiveness of COVID-19 anti-contagion policies.</image:caption>
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      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in 116 Chinese cities where data is available (shaded grey) on March 5, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.  Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585145791-14HZEQQDYJ0FRLW3TH6Q/Hsiang_fig4_CHN.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in China with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297389882-FF5L0TCS1ZULFMIKYEVP/IRN_animation.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338698682-1VPT41R9BY3EBQ8SEARG/IRN_03_22.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in Iranian provinces on March 22, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586372341-TVMXOT7XWBU4N6M10GU1/Hsiang_fig4_IRN.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in Iran with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297240377-GYSY4F3UCDBZC3HJWR21/image-asset.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338395593-UE47RUYZ62FTNW0EFZ7T/KOR_04_06.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in South Korean provinces on April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.  Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585375000-NH9UI4GUDPLFHJR9WJKG/Hsiang_fig4_KOR.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in South Korea with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297440600-973RVXEPT9XSY2WRYDJN/image-asset.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338788483-E01GKLOJQ1YVCL6IF5UJ/FRA_03_25.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in French regions on March 25, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586524261-JDKZD2ZR2OCWX8KOYYOA/Hsiang_fig4_FRA.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in France with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591740873983-N6S4ZTV0JPAFB5RPNY0E/chn_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in China by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591640714009-X3PORD1W3TM5IE5JDA0L/kor_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in South Korea by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591658121660-U944FJC89XVHEG9ISVIG/ita_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in Italy by region Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591645861437-LWUVIYN52HGRRVT650BO/irn_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in Iran by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591640789210-SOSVQA30VVDJVVYKDI07/fra_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in France by région Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591640737348-UEO4BEU0TEWJG9LQ5HH8/usa_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in the US by state Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591583974589-Q30HU3WH2BEJ8NGHKAGD/Hsiang_fig2_readable.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Panel A (top left): Estimates of daily COVID-19 infection growth rates in the absence of policy; Panel B (bottom left): Estimated combined effect of all policies on infection growth rates; Panel C (right): Estimated effects of individual policies or policy groups on the daily growth rate of infections, jointly estimated and ordered roughly chronologically within each country. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://static1.squarespace.com/static/55667009e4b04bbb290cc837/5eddc59f95d12324a33807c0/5ee0dd4782c2e22fb0ba9c51/1591795015752/</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591341375091-TVLUN3RTPCDAXWCTWMUR/CHN_animation.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in 115 Chinese cities where data are available (shaded grey) daily between January 16 - March 5, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338072856-M0VL29NTEY7PNQO2CHSY/CHN_03_05.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in 116 Chinese cities where data is available (shaded grey) on March 5, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585155718-TFPWWMHE9CQABDXCW6J7/Hsiang_fig2_CHN.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated effect of anti-contagion policies in China on daily growth rate Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585145791-14HZEQQDYJ0FRLW3TH6Q/Hsiang_fig4_CHN.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in China with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591740987015-1VZK1VOMYQMR4QQ6NZCB/chn_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in China by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297240377-GYSY4F3UCDBZC3HJWR21/image-asset.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in South Korean provinces daily between February 17 - April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338395593-UE47RUYZ62FTNW0EFZ7T/KOR_04_06.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in South Korean provinces on April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585384426-Q1YKSAXCTV58ULUNS0EY/Hsiang_fig2_KOR.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated effect of anti-contagion policies in South Korea on daily growth rate Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585375000-NH9UI4GUDPLFHJR9WJKG/Hsiang_fig4_KOR.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in South Korea with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591641094374-UH4T3322QJWZN46V4J4J/kor_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in South Korea by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591597532119-PUZVOSJ9C7QRG5GSA6CZ/Hsiang_fig2_KOR_re5.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated effect of anti-contagion policies in South Korea on daily growth rate Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591597572790-R4PZ8S89JZFGPCW2BUTO/Hsiang_fig4_KOR_re5.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in South Korea with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297262571-LZFUS24S5NNTWLJRT7QC/image-asset.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in Italian provinces daily between February 26 - April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338500984-S7C3PG8YOBA45V3AHUMN/ITA_04_06.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in Italian provinces on April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585506673-IRNLED0ODCKVT6F9B40L/Hsiang_fig2_ITA.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated effect of anti-contagion policies in Italy on daily growth rate Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591585536941-ZJES0RS8S14ELFDJ48KQ/Hsiang_fig4_ITA.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in Italy with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591658306243-6G9IW425UKFYH20AQUGS/ita_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in Italy by region Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297389882-FF5L0TCS1ZULFMIKYEVP/IRN_animation.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in Iranian provinces daily between February 27 - March 22, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338698682-1VPT41R9BY3EBQ8SEARG/IRN_03_22.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in Iranian provinces on March 22, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586346137-LHRDZA0T6ON877ME7036/Hsiang_fig2_IRN.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated effect of anti-contagion policies in Iran on daily growth rate Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586372341-TVMXOT7XWBU4N6M10GU1/Hsiang_fig4_IRN.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in Iran with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591641366899-Z4YB24PG52GKA5PGAUBW/irn_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in Iran by province Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591297440600-973RVXEPT9XSY2WRYDJN/image-asset.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in French regions daily between March 2 - March 25, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591338788483-E01GKLOJQ1YVCL6IF5UJ/FRA_03_25.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in French regions on March 25, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586478578-CPR9TMJM7IR22X0V44JM/Hsiang_fig2_FRA.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated effect of anti-contagion policies in France on daily growth rate Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591586524261-JDKZD2ZR2OCWX8KOYYOA/Hsiang_fig4_FRA.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in France with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591641198598-V4ZEHA50ZA9R5KPIHXDZ/fra_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in France by région Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591795803327-MD7KNEX9ZW81XOYBQNNY/USA_animation.gif</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in US states daily between March 3 - April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591795892513-UX1GD5540G60BB3NQMS8/USA_04_06.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Area of circles show confirmed cumulative cases in US states on April 6, 2020. Left: actual reported cases, right: estimated cases if no anti-contagion policies had been deployed. Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591587918345-BDCFJ8MP50XDPJLI9G29/Hsiang_fig2_USA-01.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated effect of anti-contagion policies in the US on daily growth rate Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591587813497-0QWZ5WPOKJIYI8SR6V0A/Hsiang_fig4_USA.png</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Estimated cumulative COVID-19 infections in the US with and without anti-contagion policies Download</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1591641286104-D7BYZSIT008SXM7MDWBW/usa_policy_timelines.jpg</image:loc>
      <image:title>EFFECT OF LARGE-SCALE ANTI-CONTAGION POLICIES ON THE COVID-19 PANDEMIC</image:title>
      <image:caption>Timeline of policies in the US by state Download</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/nick-depsky</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-01</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1593206312200-NYVL7N0LRWWKOAXSJDA7/Nick+Depsky</image:loc>
      <image:title>Nick Depsky</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/gpl-fellows</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-09-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1533599531899-8VEHYRZVBPAOYEEJU55N/Global+Policy+Lab+Berkeley</image:loc>
      <image:title>GPL Doctoral Fellows</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/get-involved</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-12-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1596302174759-WTIM1E9HVPL1H0XS40F8/GlobalPolicyLabJobs+copy.png</image:loc>
      <image:title>Get involved</image:title>
      <image:caption>Hoodies are</image:caption>
    </image:image>
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  <url>
    <loc>http://solomon-hsiang.squarespace.com/alex-singal</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-07-31</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1596236985556-36ZFKWPIFQKT2RIM8RVS/GPL+Photo.png</image:loc>
      <image:title>Alex Singal</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/luke-sherman</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2023-11-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/4969caad-361c-4e62-93b2-f068e45a518f/IMG_4692.jpg</image:loc>
      <image:title>Luke Sherman</image:title>
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  <url>
    <loc>http://solomon-hsiang.squarespace.com/jessica-katz</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-08-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1597198170933-JMT83S7W50AECA5Y9317/fruit+pigeon.jpg</image:loc>
      <image:title>Jessica Katz</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/kelton-minor</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-08-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1597174330711-YJTD6RQ0AGBQBICLTYGC/Kelton.jpg</image:loc>
      <image:title>Kelton Minor</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/taryn-fransen</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-10-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1603213530681-4TT7DR2LZ7LECV7BZD23/fruit+pigeon.jpg</image:loc>
      <image:title>Taryn Fransen</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/mosaiks</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2023-03-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1621543081275-0A0Y22E84RCXU4NTGYXF/Fig1-01.jpg</image:loc>
      <image:title>MOSAIKS - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/simon-greenhill</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-11-26</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1606400705808-LWVHHDMHQJ88LCTBN9KO/Simon+Headshot.jpeg</image:loc>
      <image:title>Simon Greenhill</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/hikari-murayama</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2020-11-26</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1606400503121-3SO6WQTFLKOX9PYP4DK4/Hikari+Headshot.jpg</image:loc>
      <image:title>Hikari Murayama</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/andrew-wilson</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2024-01-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1612457374584-PWHLVJC0D0NOJN4PNNLY/aw_photo2.jpg</image:loc>
      <image:title>Andrew Wilson</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/mosaiks_tutorial</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-07-01</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1621544390970-YAI2M821JDWBCGAM0ER5/Screen+Shot+2021-05-20+at+1.55.53+PM.png</image:loc>
      <image:title>MOSAIKS_Tutorial - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/mosaiks_publications</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-08-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1621544251258-UB8KB2J10ZEWPBZJ2YOY/Fig4-01.jpg</image:loc>
      <image:title>MOSAIKS_Publications - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/taylor-kee</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-07-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1626816709796-MUU9EOEPFZI3ERI4EHAI/IMG_2541.JPG</image:loc>
      <image:title>Taylor Kee</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/eugenio-noda</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-11-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/02d8472c-cf6e-44f4-a95c-cae2c7f6549c/noda_picture.jpg</image:loc>
      <image:title>Eugenio Noda</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/sherrie-wang</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2021-06-24</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1624561122469-5CGC8THOZPEB21HE1EH0/arcade-headshot.jpg</image:loc>
      <image:title>Sherrie Wang</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/mosaiks_api</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-04-07</lastmod>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/joshua-blumenstock</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/6bf90085-26c3-44f1-941f-647be25be727/jblumenstock_head.jpg</image:loc>
      <image:title>Joshua Blumenstock</image:title>
      <image:caption>Photo by Brittany Murphy</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/simon-ra</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366285756-5OY52HWJ4LXYKFK5CMJ3/simon_ra_headshot.JPG</image:loc>
      <image:title>Simon Ramirez Amaya</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/shikhar-mehra</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2023-02-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/5a0b150f-9909-4a30-a168-c1db5ae10720/shikhar.jpeg</image:loc>
      <image:title>Shikhar Mehra</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/emily-aiken</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366302643-XHZTHLO4DE95SAY2WO6Z/emily_aiken_headshot.jpeg</image:loc>
      <image:title>Emily Aiken</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/nitin-kohli</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366296564-WJYNHL6FKAV4PWEB8M40/nitin_kohli_headshot.png</image:loc>
      <image:title>Nitin Kohli</image:title>
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  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/xht</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/f7378678-6e45-4f8d-bf33-fc2a7ce4700c/XHT_headshot.jpg</image:loc>
      <image:title>Xiao Hui Tai</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/suraj-r-nair</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366283869-F1KIPHSLQ08EWEIFH6TJ/SRN_headshot.jpg</image:loc>
      <image:title>Suraj R Nair</image:title>
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  <url>
    <loc>http://solomon-hsiang.squarespace.com/satej-soman</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647366293166-WKQJ9E07UYE7T94VAD8K/satej_headshot_square.jpg</image:loc>
      <image:title>Satej Soman</image:title>
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  <url>
    <loc>http://solomon-hsiang.squarespace.com/zoe-kahn</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-03-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1647627695823-MXSMZ4D6SF7HNQ6JNHT2/zoe_kahn_headshot.jpg</image:loc>
      <image:title>Zoe Kahn</image:title>
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  <url>
    <loc>http://solomon-hsiang.squarespace.com/mosaiks-api-filequery</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-04-07</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1b846605-8842-4074-aa05-cf7a02e5b77c/Screen+Shot+2022-04-07+at+8.51.40+AM.jpg</image:loc>
      <image:title>MOSAIKS_API_FileQuery - Make it stand out</image:title>
      <image:caption>Step 1: Upload your label file. It must contain at least 2 columns: one for latitude, one for longitude.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/3142bbbc-1684-4432-9c59-e26974ed09bc/Screen+Shot+2022-04-07+at+8.39.13+AM.jpg</image:loc>
      <image:title>MOSAIKS_API_FileQuery - Make it stand out</image:title>
      <image:caption>Step 2: Review your file</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1d7dd6fc-4c22-48ba-98d6-b85710b349dc/Screen+Shot+2022-04-07+at+8.39.41+AM.jpg</image:loc>
      <image:title>MOSAIKS_API_FileQuery - Make it stand out</image:title>
      <image:caption>Step 3: Specify your latitude and longitude columns</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/384afe67-d7ec-49ec-91e6-5dc5e06141ab/Screen+Shot+2022-04-07+at+8.39.54+AM.jpg</image:loc>
      <image:title>MOSAIKS_API_FileQuery - Make it stand out</image:title>
      <image:caption>Step 4: After submission, proceed to My Files to view the status of your query.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1e2dccd7-4ac0-4e78-afbc-0495c95cbccf/Screen+Shot+2022-04-07+at+8.43.39+AM.jpg</image:loc>
      <image:title>MOSAIKS_API_FileQuery - Make it stand out</image:title>
      <image:caption>Step 5: When your file is ready (i.e. Status = Completed), you may proceed to download your file.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/han-sheng-chia</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-05-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/afb12882-aa99-4f9b-a818-d7a1af48d8e0/han-sheng-chia.jpg</image:loc>
      <image:title>Han Sheng Chia</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/leos</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2022-07-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1658234253493-3LTNG6K6D07H739JUCP3/leo_selker.jpg</image:loc>
      <image:title>Leo S</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/emily-goldman</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2023-04-17</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/d5fe933f-eb53-4ef9-be23-c44cf4a3af61/IMG_5989.png</image:loc>
      <image:title>Emily Goldman - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/susana-constenla</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2023-09-22</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/fb5ab8ff-6344-45cd-824b-8e33351a62c0/IMG_3002.JPG</image:loc>
      <image:title>Susana Constenla</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/rachel-young</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2024-01-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/e82cfd92-84d3-47a9-bba6-ba92daa70c73/Rachel+Young.jpg</image:loc>
      <image:title>Rachel Young</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/ando-shah</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2024-03-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/e94de4f2-d23d-4338-97e1-e3c102e1463b/ando-square.jpg</image:loc>
      <image:title>Ando Shah</image:title>
    </image:image>
  </url>
  <url>
    <loc>http://solomon-hsiang.squarespace.com/sand-mining-watch</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2024-04-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/d13ed178-1a06-486d-95ee-d3cdf2e72c28/sand-mining-sat-header.jpg</image:loc>
      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1cbe8b5b-febe-4d63-9e32-7614a83ede10/Chambal-drone-wide-1.jpg</image:loc>
      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>A sand mine in Chambal National Sanctuary. Officially, all mining activity is banned within the sanctuary; despite this, the extraction of sand continues unabated and unchecked. This particular site used to be a nesting site for critically endangered Indian Gharial. (Picture Credit: Tarun Nair / Wildlife Conservation Trust)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1ca109ab-4263-45c3-bae3-1eeb5761c423/Chambal-headline-1.5.png</image:loc>
      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>A relatively small (and illegal) sand mine (~25Ha) in the same region. Over its lifetime, even a small mine like this can generate upto USD 21 Million in revenue (at current prices). Note that the access road to the mine goes past the local political representatives’ office. In the bottom right inset you can see close to 20 gharials basking in the sun. Despite its ecological significance, legal protection and exposure, monitoring / enforcement appears to be completely absent at this site, as is the case in many parts of India. (Picture Credit: Tarun Nair / Wildlife Conservation Trust)</image:caption>
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      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>A sand mine within a restricted zone, i.e. within 500 meters of critical infrastructure. In the background you can see two important bridges joining the states of Rajasthan and Madhya Pradesh, as well as multiple water intake points that provide drinking water supply to nearby cities. (Picture Credits: Tarun Nair / Wildlife Conservation Trust) Browse through the gallery below for pictures from various mining sites in West Bengal.</image:caption>
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      <image:title>Sand Mining Watch - Unregulated mining in West Bengal</image:title>
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      <image:title>Sand Mining Watch</image:title>
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      <image:title>Sand Mining Watch</image:title>
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      <image:title>Sand Mining Watch</image:title>
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      <image:title>Sand Mining Watch</image:title>
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      <image:title>Sand Mining Watch - Use of boats and heavy machinery to mine sand on the Damodar River</image:title>
      <image:caption>West Bengal</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1710944441388-ZKOJIYS7BPMI4XIYUGF6/PXL_20240309_100618856.jpg</image:loc>
      <image:title>Sand Mining Watch - Mafia bridge</image:title>
      <image:caption>An entirely illegal ‘bridge’ constructed almost certainly by the sand mining mafia across the river Subernarekha in West Bengal. They have heavily diverted the river flow and destroyed the local ecology, but at the same time provided a much-needed public utility; however they charge five times as much to cross this bridge in toll fees as a national highway in the state.</image:caption>
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      <image:title>Sand Mining Watch - Use to gravel bags to shore up the illegal bridge</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1710944445451-IVMAB2XM7EEY27SV6WAD/PXL_20240309_093844882.jpg</image:loc>
      <image:title>Sand Mining Watch - Huge circular ditches evidence the use of heavy machinery to carve up the river bed</image:title>
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      <image:title>Sand Mining Watch</image:title>
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      <image:title>Sand Mining Watch</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1710944361014-17ZTHVY5UC7GSKZCV5U2/PXL_20240309_112230396.jpg</image:loc>
      <image:title>Sand Mining Watch - Massive stockpiles of sand line the riverbed</image:title>
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      <image:title>Sand Mining Watch - At this site we estimated close to a thousand trucks were waiting to move the exctracted sand to large markets</image:title>
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      <image:title>Sand Mining Watch</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1710944527133-PYY4LMA8B72UX9ROURFK/PXL_20240308_091228955.jpg</image:loc>
      <image:title>Sand Mining Watch - The illegal use of concrete to create roads that ease extraction in the riverbed</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/1710944553356-BP7V2NRVS3HYE4XCK532/PXL_20240308_085740010.jpg</image:loc>
      <image:title>Sand Mining Watch - Mining scars visible after more than a year since mining stopped</image:title>
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      <image:title>Sand Mining Watch - Illegal in-stream mining being carried out on the Yamuna river near New Delhi</image:title>
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      <image:title>Sand Mining Watch - Mining activity adjoining mutliple crucial railway bridges</image:title>
      <image:caption>Such activity undermines the integrity of bridges</image:caption>
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      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>Drivers of sand mining: Concrete is about 70-80% sand and gravel; asphalt is about 90% sand.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/221b960d-271b-472d-abc7-8333b0c26c6b/282887327-50def1fa-52b9-4d8d-8c9d-d655d03ecaef.png</image:loc>
      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/34ae1c33-e516-4eb3-a73f-f2ccfa7e6654/mozilla_logo.jpg</image:loc>
      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/4cc37009-c5de-4667-b034-ea60230bee4a/isw_logo.png</image:loc>
      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/55667009e4b04bbb290cc837/541ab592-3db1-4572-ae03-2184fc5ee250/cega_logo.png</image:loc>
      <image:title>Sand Mining Watch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
</urlset>

