*Zhanzhuo Chen¹, Tomomichi Kato^2,3 (1.Graduate School of Global Food Resource, Hokkaido University, 2.Research Faculty of Agriculture, Hokkaido University, 3.Global Center for Food, Land, and Water Resources, Hokkaido University)

*LIANGXIAN FAN¹, TOMOMICHI KATO², TATSUYA MIYAUCHI², KANOKRAT BUAREAL², KEISUKE ONO³, TOMOKI MOROZUMI⁴, NAOHISA NAKASHIMA⁵ (1.Graduate School of Global Food Resources, 2.Research Faculty of Agriculture, Hokkaido University , 3.National Institute for Agro-Environmental Sciences, 4.National Institute for Environmental Studies, 5.Agro-environemental Science, Obihiro Univ. of Agriculture & Veterinary Medicine)

*Tatsuya Miyauchi¹, Tomomichi Kato¹, Tomoki Morozumi², Kanokrat Buareal³, Naohisa Nakashima⁴, Shohei Murayama⁵, Makoto Saito², Hibiki M Noda², Hiroyuki Muraoka⁶ (1.Research Faculty of Agriculture, Hokkaido University, 2.Earth System Division, National Institute for Environmental Studies , 3.Graduate School of Global Food Resources, Hokkaido University, 4.Department of Agro-environmental Science, Obihiro University of Agriculture and Veterinary Medicine, 5.Environmental Management Research Institute, National Institute of Advanced Industrial Science and Technology, 6.River Basin Research Center, Gifu University)

*Tomoki Morozumi¹, Hibiki M Noda¹, Tomomichi Kato², Hideki Kobayashi³, Yuma Sakai⁴, Yoshiyuki Takahashi¹ (1.National Institute for Environmental Studies, 2.Hokkaido University, 3.Japan Agency for Marine-Earth Science and Technology, 4.National Institute of Technology Tomakomai Colledge)

*Long Duc Nguyen¹, Tomomichi Kato^2,3, Masato Hayashi⁴, Hone-Jay Chu⁵ (1.Graduate School of Agriculture, Hokkaido University, 2.Research Faculty of Agriculture, Hokkaido University, 3.Global Center for Food, Land, and Water Resources, Research Faculty of Agriculture, Hokkaido University, 4.Earth Observation Research Center, Japan Aerospace Exploration Agency , 5.Department of Geomatics National Cheng Kung University)

*Yoko Nishida¹, Hideki Ninomiya¹, Lea Végh¹, Tomomichi Kato¹, Tatsuro Nakaji² (1.Hokkaido University, 2.Field Science Center for Northern Biosphere)

*Marin Nagata¹, Tomomichi Kato², Yuji Masutomi³ (1.School of Agriculture, Hokkaido University, 2.Research Faculty of Agriculture, Hokkaido University, 3.National Institute for Environmental Studies)