Xiaocui Wu, University of Oklahoma Norman Campus, Norman, OK, United States, Xiangming Xiao, Department of Microbiology and Plant Biology, Center for Spatial Analysis, University of Oklahoma, Norman, United States, Zhengwei Yang, USDA National Agricultural Statistics Service, Research and Development Division, Washington, DC, United States, Jie Wang, University of Oklahoma Norman Campus, Department of Microbiology and Plant Biology, Center for Spatial Analysis, Norman, OK, United States, Jean L. Steiner, USDA ARS, Manhattan, United States and Rajen Bajgain, USDA ARS Stoneville Mississippi, Sustainable Water Management Research Unit, Stoneville, MS, United States

Shimpei Inoue, NIES National Institute of Environmental Studies, Ibaraki, Japan, Akihiko Ito, National Institute for Environmental Studies, Tsukuba, Japan and Chinatsu Yonezawa, Tohoku University, Sendai, Japan

Anna Mateo-Sanchis¹, Maria Piles², Julia Amorós-López³, Jordi Muñoz⁴, Jose Adsuara¹, Alvaro Moreno⁴ and Gustau Camps-Valls⁴, (1)Universitat de València, Image Processing Laboratory (IPL), València, Spain, (2)Universitat de València, Image Processing Laboratory, València, Spain, (3)Image Processing Laboratory (IPL), Valencia, Spain, (4)Image Processing Laboratory, Universitat de València, Paterna, Spain

Angela Jean Rigden¹, Matthew Smith², Samuel Myers² and Peter J Huybers¹, (1)Harvard University, Department of Earth and Planetary Sciences, Cambridge, MA, United States, (2)Harvard University, Department of Environmental Health, Cambridge, MA, United States

Madhav Dhakal, Mississippi State University, Mississippi State, MS, United States, Martin A Locke, Agricultural Research Service, Oxford, MS, United States, Yanbo Huang, USDA-ARS, Crop Production Research Unit, Stoneville, MS, United States, Krishna Reddy, USDA-ARS, Stoneville, MS, United States, Matthew T Moore, USDA ARS, Oxford, MS, United States and Jason Krutz, Mississippi State University, Starkville, United States

Rohit Nandan, Indian Institute of Technology Bombay, Mumbai, India, Dongkook Woo, Keimyung University, Department of Civil Engineering, Daegu, South Korea, Praveen Kumar, University of Illinois at Urbana Champaign, Department of Civil and Environmental Engineering, Urbana, IL, United States and Prof. Adinarayana J, Indian Institute of Technology Bombay, Centre of Studies in Resources Engineering, Mumbai, India

Shiloh Elliott¹, John Koudelka², Bhaskar Mitra³, Cleve Davis², Thomas M Mosier¹, Shawn Hampton⁴, James Bradford⁴, James Kershaw⁴, David Anderson⁴, Cole Woodford⁴, Jim Becker⁴, James Saulsbury⁴, John McDonald⁴, David McKay⁵ and Margi Hoffmann⁵, (1)Idaho National Laboratory, Idaho Falls, ID, United States, (2)Idaho National Lab, Idaho Falls, United States, (3)Texas A&M University, Department of Ecosystem Science and Management, Texas, TX, United States, (4)Pacific Northwest National Laboratory, Richland, United States, (5)Farmers Conservation Alliance, Hood River, United States

Yu Shen, South Dakota State University, Geospatial Sciences Center of Excellence, Brookings, SD, United States, Xiaoyang Zhang, South Dakota State University, Geospatial Sciences Center of Excellence (GSCE), Department of Geography and Geospatial Sciences, Brookings, SD, United States and Zhengwei Yang, USDA National Agricultural Statistics Service, Research and Development Division, Washington, DC, United States

Chunyuan Diao, University of Illinois at Urbana Champaign, Urbana, IL, United States and Zijun Yang, University of Illinois at Urbana-Champaign, Urbana, United States

SeungJoon Lee¹, Youngryel Ryu², Benjamin Dechant³ and Bolun Li¹, (1)Seoul National University, Research Institute of Agriculture and Life Sciences, Seoul, Korea, Republic of (South), (2)Seoul National University, Department of Landscape Architecture and Rural Systems Engineering, Seoul, South Korea, (3)Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, South Korea

Yang Lu and Justin Sheffield, University of Southampton, Geography and Environment, Southampton, United Kingdom

Friso Holwerda, National Autonomous University of Mexico (UNAM), Mexico City, Mexico, Olmo Guerrero-Medina, Posgrado en Ciencias de la Tierra, Universidad Nacional Autonoma de Mexico, Mexico City, Mexico and Antoon Meesters, VU University of Amsterdam, Amsterdam, Netherlands

Mohammad Badrul Masud, University of Alberta, Edmonton, AB, Canada and Monireh Faramarzi, University of Alberta, Earth and Atmospheric Sciences, Edmonton, AB, Canada

Sebastian Bathiany¹, Diana Rechid¹, Klaus Goergen², Niklas Wagner² and Alexandre Belleflamme³, (1)Climate Service Center Germany (GERICS), Helmholtz-Zentrum Geesthacht, Hamburg, Germany, (2)Forschungszentrum Jülich GmbH, Institute of Bio- and Geosciences (Agrosphere, IBG-3), Jülich, Germany, (3)Forschungsrum Jülich, Jülich, Germany

Corrie Monteverde and Fernando De Sales, San Diego State University, Department of Geography, San Diego, CA, United States

Weston B Anderson¹, Walter Baethgen¹, Lisa M Goddard², Liangzhi You³, Marijn van der Velde⁴, Bernhard Schauberger⁵, Philippe Ciais⁶, Guillermo P Podesta⁷, Fabian Capitano⁸, Benjamin Cook⁹, Kai Sonder¹⁰ and Gilberto Da Cunha¹¹, (1)International Research Institute for Climate and Society, Columbia University, Palisades, NY, United States, (2)International Research Institute for Climate & Society, Palisades, NY, United States, (3)International Food Policy Research Institute, Washington, DC, United States, (4)European Commission, Joint Research Centre, Ispra, Italy, (5)Potsdam Institute for Climate Impact Research, Potsdam, Germany, (6)LSCE Laboratoire des Sciences du Climat et de l'Environnement, Gif-Sur-Yvette, France, (7)Univ Miami / RSMAS, Miami, FL, United States, (8)University of Naples Federico II, Naples, Italy, (9)NASA-GISS, New York, NY, United States, (10)CGIAR, CIMMYT, Mexico City, Mexico, (11)Embrapa Trigo, Passo Fundo, Brazil

Ahmed Abdelkader, University of Saskatchewan, Civil, Geological, and Environmental Engineering, Saskatoon, SK, Canada; Cairo University, Irrigation and Hydraulics Engineering, Giza, Egypt and Amin A Elshorbagy, University of Saskatchewan, Department of Civil, Geological, and Environmental Engineering, Saskatoon, SK, Canada

Michael Nicholas Hopko and Johan Liebens, University of West Florida, Pensacola, FL, United States

Daejun Kim, Jin-Hee Kim, Eun-Jeong Yun and Dae Gyoon Kang, National Center for AgroMeteorology, Seoul, South Korea

Christopher Trisos, University of Cape Town, African Climate and Development Initiative, Cape Town, South Africa, Michelle A North, University of KwaZulu-Natal, Durban, South Africa and James A Franke, University Of Chicago, epartment of the Geophysical Sciences, Center for Robust Decision-making on Climate and Energy Policy (RDCEP), Chicago, IL, United States