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Large and projected strengthening moisture limitation on end-of-season photosynthesis 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (17) : 9216-9222
作者:  Zhang, Yao;  Parazoo, Nicholas C.;  Williams, A. Park;  Zhou, Sha;  Gentine, Pierre
收藏  |  浏览/下载：10/0  |  提交时间：2020/05/13
end of photosynthesis  solar induced fluorescence (SIF)  gross primary production (GPP)  climate change  water stress  
A Model for Turbulence Spectra in the Equilibrium Range of the Stable Atmospheric Boundary Layer 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (5)
作者:  Cheng, Yu;  Li, Qi;  Argentini, Stefania;  Sayde, Chadi;  Gentine, Pierre
收藏  |  浏览/下载：2/0  |  提交时间：2020/07/02
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  
Evaluation and machine learning improvement of global hydrological model-based flood simulations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Yang, Tao;  Sun, Fubao;  Gentine, Pierre;  Liu, Wenbin;  Wang, Hong;  Yin, Jiabo;  Du, Muye;  Liu, Changming
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
flood simulation  machine learning  global hydrological model  long short-term memory  
The Response of Tropical Organized Convection to El Nino Warming 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (15) : 8481-8500
作者:  Sullivan, Sylvia C.;  Schiro, Kathleen A.;  Stubenrauch, Claudia;  Gentine, Pierre
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
convective organization  El Nino  precipitation extremes  
Coupling between the terrestrial carbon and water cycles-a review 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (8)
作者:  Gentine, Pierre;  Green, Julia K.;  Guerin, Marceau;  Humphrey, Vincent;  Seneviratne, Sonia I.;  Zhang, Yao;  Zhou, Sha
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
CO2  water cycle  fluxes  soil moisture  vapor pressure deficit  water use efficiency  
Vegetation Response to Rising CO2 Impacts Extreme Temperatures 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (3) : 1383-1392
作者:  Lemordant, Leo;  Gentine, Pierre
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
Land-atmosphere feedbacks exacerbate concurrent soil drought and atmospheric aridity 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (38) : 18848-18853
作者:  Zhou, Sha;  Williams, A. Park;  Berg, Alexis M.;  Cook, Benjamin I.;  Zhang, Yao;  Hagemann, Stefan;  Lorenz, Ruth;  Seneviratne, Sonia I.;  Gentine, Pierre
收藏  |  浏览/下载：37/0  |  提交时间：2019/11/27
soil moisture  vapor pressure deficit  compound extreme events  GLACE-CMIP5  
Deep learning to represent subgrid processes in climate models 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (39) : 9684-9689
作者:  Rasp, Stephan;  Pritchard, Michael S.;  Gentine, Pierre
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/27
climate modeling  deep learning  subgrid parameterization  convection  
Effect of Reduced Summer Cloud Shading on Evaporative Demand and Wildfire in Coastal Southern California 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (11) : 5653-5662
作者:  Williams, A. Park;  Gentine, Pierre;  Moritz, Max A.;  Roberts, Dar A.;  Abatzoglou, John T.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
fire  urban heat island  California  cloud