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Vulnerability of vegetation activities to drought in Central Asia 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (8)
作者:  Deng, Haoyu;  Yin, Yunhe;  Han, Xiang
收藏  |  浏览/下载：22/0  |  提交时间：2020/08/18
drought  vegetation  vulnerability  climate change  Central Asia  
Tree growth at the end of the 21st century-the extreme years 2018/19 as template for future growth conditions 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (7)
作者:  Scharnweber, Tobias;  Smiljanic, Marko;  Cruz-Garcia, Roberto;  Manthey, Michael;  Wilmking, Martin
收藏  |  浏览/下载：13/0  |  提交时间：2020/08/18
drought  tree-growth  forests  dendrometer  
Warming-induced unprecedented high-elevation forest growth over the monsoonal Tibetan Plateau 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (5)
作者:  Shi, Chunming;  Schneider, Lea;  Hu, Yuan;  Shen, Miaogen;  Sun, Cheng;  Xia, Jianyang;  Forbes, Bruce C.;  Shi, Peili;  Zhang, Yuandong;  Ciais, Philippe
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Tibetan Plateau  high-elevation forest  growth  drought stress  warming  
Species- and elevation-dependent productivity changes in East Asian temperate forests 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Kim, Moonil;  Ham, Bo-Young;  Kraxner, Florian;  Shvidenko, Anatoly;  Schepaschenko, Dmitry;  Krasovskii, Andrey;  Park, Taejin;  Lee, Woo-Kyun
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
mountain forests  lowland forests  net primary productivity  increment core  national forest inventory  MODIS  stand-level annual increment  
DeepCropNet: a deep spatial-temporal learning framework for county-level corn yield estimation 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Lin, Tao;  Zhong, Renhai;  Wang, Yudi;  Xu, Jinfan;  Jiang, Hao;  Xu, Jialu;  Ying, Yibin;  Rodriguez, Luis;  Ting, K. C.;  Li, Haifeng
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
yield estimation  corn  LSTM  attention mechanism  multi-task learning  deep learning  
Long-term ecological consequences of forest fires in the continuous permafrost zone of Siberia 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (3)
作者:  Kirdyanov, Alexander, V;  Saurer, Matthias;  Siegwolf, Rolf;  Knorre, Anastasia A.;  Prokushkin, Anatoly S.;  (Sidorova), Olga V. Churakova;  Fonti, Marina, V;  Buentgen, Ulf
收藏  |  浏览/下载：14/0  |  提交时间：2020/07/02
active soil layer  boreal forest  permafrost  Siberia  stable isotopes  tree rings  wildfire  
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)