Matthieu Michael Stigler and David B Lobell, Stanford University, Stanford, CA, United States

Sarah B Kapnick¹, Thomas L Delworth², William Cooke¹, Derek Lemoine³, Surabhi C. Biyani⁴, Sarah Weidman⁵, Feiyu Lu^6,7, Mitchell Bushuk⁷, Matt Harrison¹, Nathaniel Johnson⁷, Liwei Jia⁷, Colleen McHugh⁸, Hiroyuki Murakami⁷, Anthony John Rosati¹, Kai-Chih Tseng⁶, Andrew Thorne Wittenberg⁹, Xiaosong Yang⁷, Liping Zhang⁷ and Fanrong Jenny Zeng^7,10, (1)Geophysical Fluid Dynamics Laboratory, Princeton, NJ, United States, (2)NOAA/GFDL, Princeton, NJ, United States, (3)University of Arizona, Tucson, AZ, United States, (4)University of Washington Seattle Campus, Atmospheric Sciences, Earth and Space Sciences, Seattle, WA, United States, (5)Massachusetts Institute of Technology, Cambridge, MA, United States, (6)Princeton University, Princeton, NJ, United States, (7)NOAA/Geophysical Fluid Dynamics Laboratory, Princeton, NJ, United States, (8)Science Applications International Corporation, Reston, VA, United States, (9)NOAA GFDL, Princeton, NJ, United States, (10)GFDL, NJ, United States

Boyi Xie¹, Jeri Xu¹, Michaela Dolk¹, Eric Zeng¹, Edward Max Brooks¹, Jungkyo Jung² and Sang-Ho Yun², (1)Swiss Re, Armonk, NY, United States, (2)Jet Propulsion Laboratory, Pasadena, CA, United States

Rachel Kleiman, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States, Gregory W Characklis, Gillings School of Public Health, University of North Carolina at Chapel Hill, Environmental Sciences and Engineering, Chapel Hill, NC, United States, Jordan D Kern, North Carolina State University, Forestry and Environmental Resources, Raleigh, NC, United States and Robin Gerlach, Montana State University, Bozeman, MT, United States

Rohini Sengupta¹, Beth Tellman², Tyler Anderson³ and Bessie Schwarz³, (1)New York, New York, United States, (2)Arizona State University, Tempe, AZ, United States, (3)Cloud to Street, New York, NY, United States

Tristan Ballard, Gopal Erinjippurath and Eva Linghan Scheller, Sust Global, London, United Kingdom

Andrew Hobbs, University of San Francisco, San Francisco, CA, United States

S Lucille Lucille Blakeley, University of California Santa Barbara, Santa Barbara, CA, United States

Elinor Benami, University of California Davis, Davis, CA, United States and Zhenong Jin, University of Minnesota-Twin Cities, Department of Bioproducts and Biosystems Engineering, Saint Paul, MN, United States

Margherita Righini¹, Andrea Taramelli^1,2, Emiliana Valentini^2,3, Emma Schiavon¹, Lorenzo Alfieri⁴, Simone Gabellani⁴ and Clara Armaroli¹, (1)University School for Advanced Studies IUSS Pavia, Pavia, Italy, (2)Institute for Environmental Protection and Research, Rome, Italy, (3)Institute of Polar Sciences of the Italian National Research Council, Roma, Italy, (4)CIMA Research Foundation, Savona, Italy

Luis Gaary Campos Carrera¹, Jorge Luis Nole Medina¹, Ricardo Mendoza Collantes¹, Isabel Pino Capcha¹, Nicole Mitidieri-Rivera¹, Luis Robles¹, Argotty Benavides Freddy Nelson¹ and DEGRADATION TEAM, (1)MINAM, Lima, Peru

David Saah, University of San Francisco, Environmental Science, San Francisco, CA, United States, Christopher Lautenberger, Reax Engineering, Inc, Berkeley, CA, United States, Scott Stephens, Middletown, CT, United States, Owen M Doherty, University of California San Diego, La Jolla, CA, United States and Leroy Westerling, UC Merced, Merced, United States

Justine Bui¹, Thomas Buchholz¹, Tracy L Benning² and David S Saah³, (1)Spatial Informatics Group, LLC, Alameda, CA, United States, (2)University of San Francisco, San Francisco, CA, United States, (3)University of San Francisco, Geospatial Analysis Lab, San Francisco, CA, United States