Razieh Barzin¹, Enrique R Vivoni², Zhaocheng Wang², Andrew N French³, Pierre C Guillevic⁴, Elzbieta C. Wisniewski⁵ and Rasmus Houborg⁴, (1)Arizona State University, School of Sustainable Engineering and the Built Environment, Tempe, United States, (2)Arizona State University, School of Sustainable Engineering and the Built Environment, Tempe, AZ, United States, (3)University of Arizona, Tucson, United States, (4)Planet Labs, San Francisco, CA, United States, (5)Arizona State University, Tempe, United States

Khuong H Tran¹, Hirofumi Hashimoto¹, Pratima K C², Kyle Kristian Kabasares², Akash Awasthi³, Scott Horner⁴, Wen F. Yip⁴, Ian G Brosnan⁵ and Taejin Park⁶, (1)NASA Ames Research Center, Moffett Field, CA, United States, (2)Bay Area Environmental Research Institute, Moffett Field, United States, (3)University of Houston, Houston, United States, (4)NASA Ames Research Center, Moffett Field, United States, (5)NASA Ames Research Center, Earth Science Division, Moffett Field, CA, United States, (6)NASA Ames Research Center/Bay Area Environmental Research Institute, Moffett Field, United States

Naveenkumar Purushothaman^1,2, Hongxing Liu¹, Lei Wang³, Dan Tian¹, Anindya Palaparthi¹, Yuehan Lu⁴, Sagy Cohen⁵ and Bhabani Sankar Das², (1)The University of Alabama, Department of Geography and the Environment, Tuscaloosa, AL, United States, (2)Indian Institute of Technology Kharagpur, Agricultural and Food Engineering, Kharagpur, India, (3)Louisiana State University, Department of Geography and Anthropology, Baton Rouge, LA, United States, (4)The University of Alabama, Geological Sciences, Tuscaloosa, AL, United States, (5)The University of Alabama, Tuscaloosa, AL, United States

Fujiang Ji¹, Jiaqi Yang¹, Philip A Townsend², Ting Zheng², Kyle R Kovach², TONG Yu³, Ruqi Yang², Ming Liu¹ and Min Chen⁴, (1)University of Wisconsin-Madison, Madison, United States, (2)University of Wisconsin Madison, Department of Forest and Wildlife Ecology, Madison, United States, (3)University of Wisconsin-Madison, Biological Systems Engineering, Madison, United States, (4)University of Wisconsin Madison, Forest and Wildlife Ecology, Madison, WI, United States

Shahryar Fazli¹, Dr. Wenzhao Li¹, Hamid Kamngir Dr², Ehsan Jalilvand, PhD^3,4, Hesham Mohamed El-Askary¹ and Mohammad Sina Jahangir Dr⁵, (1)Chapman University, Schmid College of Science and Technology, Orange, CA, United States, (2)University of California Davis, Department of Biological and Agricultural Engineering, Davis, United States, (3)NASA Goddard Space Flight Center, Hydrological Sciences Laboratory, Greenbelt, United States, (4)Science Applications International Corporation (SAIC), Reston, United States, (5)Cornell University, biological and Environmental Engineering, Ithaca, United States

Terry Sohl, USGS Earth Resources Observation and Science (EROS) Center Sioux Falls, Sioux Falls, SD, United States, Neal J. Pastick, U.S. Geological Survey, Sioux Falls, United States and Rylie Fleckenstein, KBR Inc., Contractor to the U.S. Geological Survey, Earth Resources Observation and Science Center, Sioux Falls, United States

Junxiong Zhou¹, Qi Yang², Zhenong Jin³, Ce Yang¹, David Mulla⁴, Vipin Kumar⁵ and Licheng LIU⁶, (1)University of Minnesota, Department of Bioproducts and Biosystems Engineering, St Paul, United States, (2)Max Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany, (3)Peking University, The Institute of Ecology, College of Urban and Environmental Science, Beijing, China, (4)University of Minnesota Twin Cities, Department of Soil, Water, and Climate, Minneapolis, MN, United States, (5)University of Minnesota Twin Cities, Department of Computer Science & Engineering, Minneapolis, United States, (6)University of Minnesota Twin Cities, Department of Bioproducts and Biosystems Engineering, Saint Paul, United States

Alexander Gaskins¹, Jinyi Xia² and Carlos Alberto Silva¹, (1)University of Florida, School of Forest, Fisheries and Geomatics Sciences, Gainesville, United States, (2)University of Florida, School of Forest, Fisheries and Geomatics Sciences, Ft Walton Beach, FL, United States

Seamus Lombardo¹, Amy Rosenthal², Adrien Pajot³, Tom Walker⁴, Carly Batist⁵, Chris Beirne⁶, David Luther⁷, Vijay Ramesh⁸ and Ali Swanson⁵, (1)Planet Labs, San Francisco, CA, United States, (2)Planet Labs PBC, Oak Park, United States, (3)WILDLABS, Cambridge, United Kingdom, (4)Cecil, Lausenne, Switzerland, (5)Conservation International, Arlington, United States, (6)Osa Conservation, Osa Peninsula, Costa Rica, (7)George Mason University Fairfax, Biology, Fairfax, VA, United States, (8)Cornell University, Ithaca, United States

Adebowale Daniel Adebayo, University of Maryland, Department of Geographical Sciences, College Park, United States and Catherine Lilian Nakalembe, University of Maryland, Department of Geographical Sciences, College Park, MD, United States

Yuchi Ma, Stanford University, Department of Earth System Science & Center on Food Security and the Environment, Stanford, CA, United States and David B Lobell, Stanford University, Department of Earth System Science & Center on Food Security and the Environment, Stanford, United States

Hikari Murayama^1,2, Steve Berggreen², Hannah Druckenmiller³, Joel Ferguson², Simon Greenhill⁴, Solomon M Hsiang², Cornelia Ilin⁵, Andreas Madestam⁶, Eugenio Noda², Nicklas Nordfors⁷ and Anna Tompsett⁶, (1)University of California Berkeley, Energy and Resources Group, Berkeley, CA, United States, (2)Stanford University, Doerr School of Sustainability, Stanford, United States, (3)California Institute of Technology, Pasadena, United States, (4)University of California Berkeley, Berkeley, CA, United States, (5)University of California Berkeley, Berkeley, United States, (6)Stockholm University, Stockholm, Sweden, (7)University of Gothenburg, Department of Economics, Gothenburg, Sweden

Junjie Li¹, Hankui Zhang¹, David Roy² and Yuean Qiu³, (1)South Dakota State University, Department of Geography and Geospatial Sciences, and Geospatial Sciences Center of Excellence (GSCE), Brookings, United States, (2)Michigan State University, Department of Geography, Environment, & Spatial Sciences, and Center for Global Change and Earth Observations, East Lansing, MI, United States, (3)Michigan State University, Department of Geography, Environment, & Spatial Sciences, and Center for Global Change and Earth Observations, East Lansing, United States

Raja BEN Harraf, Mohammed VI Polytechnic University (UM6P), College of Agriculture & Environmental Sciences (CAES), Ben Guerir, Morocco, Manal Mhada, Mohammed VI Polytechnic University (UM6P), AgrobioSciences (AgBS), College of Agriculture & Environmental Sciences (CAES), Ben Guerir, Morocco and Nabil El Mocayd, Mohammed VI Polytechnic University (UM6P), International Water Research Institute (IWRI), College of Agriculture & Environmental Sciences (CAES), Ben Guerir, Morocco

Salman Karim, Virginia Tech, Mining and Minerals Engineering, Blacksburg, United States, Bahareh Nojabaei, Virginia Tech, Mining and Minerals Engineering, Blacksburg, VA, United States and Hosein Foroutan, Virginia Tech, Civil and Environmental Engineering, Blacksburg, United States

Madhu Sridhar, University of Alabama in Huntsville, Huntsville, AL, United States, Pontus Olofsson, PhD, NASA Marshall Space Flight Center, Huntsville, AL, United States, Junchang Ju, University of Maryland, Earth System Science Interdisciplinary Center, College Park, MD, United States, Qiang Zhou, Science Systems and Applications, Inc., Maryland, United States and Christopher S R Neigh, NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, United States

Rodrigo Vieira Leite, Organization Not Listed, Washington, DC, United States, Margaret Wooten, NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, United States, William Wagner, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Jordan Caraballo-Vega, NASA Goddard Space Flight Center, Data Science Group, Greenbelt, United States, Qiang Zhou, Chengdu University of Technology, The Engineering & Technology College, Chengdu, China and Christopher S R Neigh, NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, United States

Shi Qiu¹, Zhe Zhu¹, Xiucheng Yang¹, Curtis E Woodcock², Robert Timothy Fahey³, Stephen V. Stehman⁴, Yingtong Zhang⁵, Mari Cullerton¹, Ashley Grinstead¹, Falu Hong¹, Kexin Song¹, Ji Won Suh¹, Tian Li¹, Wei Ren¹ and Ramakrishna R Nemani⁶, (1)University of Connecticut, Department of Natural Resources and the Environment, Storrs, United States, (2)Boston University, Earth and Environment, Boston, United States, (3)University of Connecticut, Natural Resources and the Environment, Storrs, United States, (4)SUNY College of Environmental Science and Forestry, Syracuse, United States, (5)Boston University, Earth and Environment, Boston, MA, United States, (6)NASA Ames Research Center, Moffett Field, CA, United States

Yue Zhang¹, Nathan McDowell², Scott J. Goetz³ and Yanlan Liu¹, (1)The Ohio State University, School of Earth Sciences, Columbus, United States, (2)Pacific Northwest National Laboratory, Richland, United States, (3)Northern Arizona University, SICCS, Flagstaff, AZ, United States

Paulo A Arevalo¹, Yingtong Zhang², Alice Ni¹, Mark A Friedl², Curtis E Woodcock¹ and Zhe Zhu³, (1)Boston University, Earth and Environment, Boston, United States, (2)Boston University, Earth and Environment, Boston, MA, United States, (3)University of Connecticut, Department of Natural Resources and the Environment, Storrs, United States

Yingtong Zhang¹, Paulo A Arevalo², Curtis E Woodcock², Zhe Zhu³ and Mark A Friedl¹, (1)Boston University, Earth and Environment, Boston, MA, United States, (2)Boston University, Earth and Environment, Boston, United States, (3)University of Connecticut, Department of Natural Resources and the Environment, Storrs, United States

Junchang Ju, University of Maryland College Park, College Park, MD, United States, Christopher S R Neigh, NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, United States, Qiang Zhou, Science Systems and Applications, Inc., Lanham, MD, United States and Madhu Sridhar, University of Alabama in Huntsville, Huntsville, AL, United States

Anderson Ruhoff¹, Leonardo Laipelt², Bruno Cesar Comini de Andrade¹, Gabriel Matte Rios Fernandez³, Julia B. Rossi⁴, Wilany Alves⁵, Nicole Ramalho⁵, Forrest S Melton⁶, Sara G. Larsen⁷, Martha Anderson⁸, Yun Yang⁹, Joshua B. Fisher¹⁰, Richard G Allen¹¹, Ayse Kilic¹², Will Carrara¹³, John M Volk¹⁴, Adam J Purdy¹⁵ and Francisco Munoz-Arriola¹⁶, (1)Institute of Hydraulic Research UFGRS, Porto Alegre, Brazil, (2)Universidade Federal Do Rio Grande Do Sul, Porto Alegre, RS, BRAZIL, (3)Institute of Hydraulic Research, Federal University of Rio Grande do Sul, Porto Alegre, Porto Alegre, Brazil, (4)Federal University of Rio Grande do Sul, Institute of Hydraulic Research, Porto Alegre, Brazil, (5)UFRGS Federal University of Rio Grande do Sul, Porto Alegre, Brazil, (6)NASA Ames Research Center, Moffett Field, CA, United States, (7)OpenET, Inc., Salt Lake City, United States, (8)USDA ARS, Hydrology and Remote Sensing Laboratory, Beltsville, United States, (9)College of Agriculture and Life Sciences, Cornell University, Ithaca, United States, (10)Hydrosat, Washington, DC, United States, (11)Univ Idaho, Kimberly, ID, United States, (12)University of Nebraska Lincoln, Lincoln, NE, United States, (13)California State University Monterey Bay, Seaside, United States, (14)Desert Research Institute, Division of Hydrologic Sciences, Reno, United States, (15)University of California Irvine, Irvine, United States, (16)Department of Biological Systems Engineering & School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, United States

Rasmus Houborg, Planet Labs, San Francisco, CA, United States

Margaret Wooten¹, Qiang Zhou², Rodrigo Vieira Leite³, Jordan Caraballo-Vega⁴, William Wagner⁵, Mark Carroll⁴ and Christopher S R Neigh³, (1)NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, United States, (2)Science Systems and Applications, Inc., Lanham, MD, United States, (3)NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, United States, (4)NASA Goddard Space Flight Center, Data Science Group, Greenbelt, United States, (5)NASA Goddard Space Flight Center, Greenbelt, MD, United States

Qiang Zhou, Science Systems and Applications, Inc., Lanham, MD, United States, Min Feng, terraPulse, Inc., Gaithersburg, United States, Junchang Ju, University of Maryland, Earth System Science Interdisciplinary Center, College Park, United States, Joseph O Sexton, terraPulse Inc, Gaithersburg, United States, Panshi Wang, terraPulse Inc, North Potomac, United States, Saurabh Channan, TerraPulse, Inc, Gaithersburg, United States, Amit Angal, NASA Goddard Space Flight Center, Greenbelt, MD, United States, Margaret Wooten, NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, United States, Madhu Sridhar, University of Alabama in Huntsville, Huntsville, AL, United States and Christopher S R Neigh, NASA Goddard Space Flight Center, Biospheric Sciences Laboratory, Greenbelt, MD, United States

Nikhita Kalluri¹, Mark M. Moussa¹, David J Harding¹, James P Mackinnon¹ and Matthew A Brandt², (1)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (2)NASA Goddard Space Flight Center, Greenbelt, United States

Sergio Bernardes¹, Ervan G Garrison², Dean Goodman³, James Wilson⁴ and Abhijit Sarmah⁴, (1)Center for Geospatial Research - University of Georgia, Athens, GA, United States, (2)University of Georgia, Athens, GA, United States, (3)GPR-Slice, Los Angeles, United States, (4)University of Georgia, Athens, United States

Beomjun Kang, Seoul National University, Seoul, Korea, Republic of (South), Youngryel Ryu, Seoul National University, Department of Landscape Architecture and Rural Systems Engineering, Seoul, South Korea, Wonseok Choi, Interdisciplinary Program in Landscape Architecture, Seoul, South Korea and Sungchan Jeong, Seoul National University, Research Institute of Agriculture and Life Sciences, Seoul, South Korea