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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)  
Rice production and climate change in Northeast China: evidence of adaptation through land use shifts 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (2)
作者:  Hu, Yanan;  Fan, Lingling;  Liu, Zhenhuan;  Yu, Qiangyi;  Liang, Shefang;  Chen, Shi;  You, Liangzhi;  Wu, Wenbin;  Yang, Peng
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
global warming  rice production  rice relocation  production function  Northeast China  
Harvested area gaps in China between 1981 and 2010: effects of climatic and land management factors 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2018, 13 (4)
作者:  Yu, Qiangyi;  van Vliet, Jasper;  Verburg, Peter H.;  You, Liangzhi;  Yang, Peng;  Wu, Wenbin
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
land use change  multiple cropping  cropping frequency  food security  land use intensity  climate change