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Physics-Constrained Machine Learning of Evapotranspiration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Zhao, Wen Li;  Gentine, Pierre;  Reichstein, Markus;  Zhang, Yao;  Zhou, Sha;  Wen, Yeqiang;  Lin, Changjie;  Li, Xi;  Qiu, Guo Yu
收藏  |  浏览/下载：16/0  |  提交时间：2020/02/17
machine learning  physics constrained  evapotranspiration  FLUXNET  energy conservation  generalizations  
Inferring causation from time series in Earth system sciences 期刊论文
NATURE COMMUNICATIONS, 2019, 10
作者:  Runge, Jakob;  Bathiany, Sebastian;  Bollt, Erik;  Camps-Valls, Gustau;  Coumou, Dim;  Deyle, Ethan;  Glymour, Clark;  Kretschmer, Marlene;  Mahecha, Miguel D.;  Munoz-Mari, Jordi;  van Nes, Egbert H.;  Peters, Jonas;  Quax, Rick;  Reichstein, Markus;  Scheffer, Marten;  Schoelkopf, Bernhard;  Spirtes, Peter;  Sugihara, George;  Sun, Jie;  Zhang, Kun;  Zscheischler, Jakob
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
Effects of mesophyll conductance on vegetation responses to elevated CO2 concentrations in a land surface model 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 25 (5) : 1820-1838
作者:  Knauer, Juergen;  Zaehle, Soenke;  De Kauwe, Martin G.;  Bahar, Nur H. A.;  Evans, John R.;  Medlyn, Belinda E.;  Reichstein, Markus;  Werner, Christiane
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
elevated CO2 concentrations  land surface modeling  mesophyll conductance  photosynthetic CO2 sensitivity  representative concentration pathways