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Increased control of vegetation on global terrestrial energy fluxes 期刊论文
NATURE CLIMATE CHANGE, 2020, 10 (4) : 356-+
作者:  Forzieri, Giovanni;  Miralles, Diego G.;  Ciais, Philippe;  Alkama, Ramdane;  Ryu, Youngryel;  Duveiller, Gregory;  Zhang, Ke;  Robertson, Eddy;  Kautz, Markus;  Martens, Brecht;  Jiang, Chongya;  Arneth, Almut;  Georgievski, Goran;  Li, Wei;  Ceccherini, Guido;  Anthoni, Peter;  Lawrence, Peter;  Wiltshire, Andy;  Pongratz, Julia;  Piao, Shilong;  Sitch, Stephen;  Goll, Daniel S.;  Arora, Vivek K.;  Lienert, Sebastian;  Lombardozzi, Danica;  Kato, Etsushi;  Nabel, Julia E. M. S.;  Tian, Hanqin;  Friedlingstein, Pierre;  Cescatti, Alessandro
收藏  |  浏览/下载：15/0  |  提交时间：2020/05/13
Estimating and understanding crop yields with explainable deep learning in the Indian Wheat Belt 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (2)
作者:  Wolanin, Aleksandra;  Mateo-Garcia, Gonzalo;  Camps-Valls, Gustau;  Gomez-Chova, Luis;  Meroni, Michele;  Duveiller, Gregory;  Liangzhi, You;  Guanter, Luis
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
wheat yield  Indian Wheat Belt  food security  remote sensing  explainable artificial intelligence (XAI)  deep learning (DL)  regression activation map (RAM)  
Satellite Observations of the Contrasting Response of Trees and Grasses to Variations in Water Availability 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (3) : 1429-1440
作者:  Walther, Sophia;  Duveiller, Gregory;  Jung, Martin;  Guanter, Luis;  Cescatti, Alessandro;  Camps-Valls, Gustau
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/26