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Pierre Gentine

columbia university

82H-index
702Paper Count
2.8WCitation Count
Published Papers 208
Publication Date
Bridging the weather and climate divide with artificial intelligence
err2026-08-18
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errGustau Camps-Valls; Alberto Carrassi; Francisco de Melo Viríssimo; Kevin Debeire; Miguel-Ángel Fernández-Torres; Philipp Hess; Helge Heuer; Nathan Mankovich; David Montero; Esther Rodrigo-Bonet; Federico Serva; Vasileios Sitokonstantinou; Alistair White; Kai-Hendrik Cohrs; Jonathan Wider; Christian Reimers; Nikolaos Ioannis Bountos; Ioannis Papoutsis; Pierre Gentine; Veronika Eyring
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Transfer learning reveals large discrepancies between air and land surface temperatures in cities
err2026-05-27
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errYiwen Zhang; Lei Zhao; TC Chakraborty; Priyam Mazumdar; Keer Zhang; Pierre Gentine
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Differentiable land model reveals global environmental controls on latent ecological functions
err2026-05-21
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errJianing Fang; Kevin Bowman; Wenli Zhao; Xu Lian; Pierre Gentine
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Crowdsourcing the Frontier: Advancing Hybrid Physics-ML Climate Simulation via a $50,000 Kaggle Competition
err2026-05-13
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errLin, Jerry; Hu, Zeyuan; Beucler, Tom; Frields, Katherine; Christensen, Hannah; Hannah, Walter; Heuer, Helge; Ukkonen, Peter; Mansfield, Laura A.; Zheng, Tian; Peng, Liran; Gupta, Ritwik; Gentine, Pierre; Al-Naher, Yusef; Duan, Mingjiang; Hattori, Kyo; Ji, Weiliang; Li, Chunhan; Matsuda, Kippei; Murakami, Naoki; Ron, Shlomo; Serlin, Marec; Song, Hongjian; Tanabe, Yuma; Yamamoto, Daisuke; Zhou, Jianyao; Pritchard, Mike
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Leaf temperature and its departure from ambient air temperature
err2026-05-08
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PREAI
errXu Lian; Jiamen JiJi; Jianing Fang; Jisu Han; Youngryel Ryu; Sandy P. Harrison; Sungchan Jeong; Helin Zhang; Kimberly Novick; Michael C. Benson; Ning Dong; Julia K. Green; David Sandoval; Jiangong Liu; Trevor F. Keenan; Pierre Gentine
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Understanding the Influence of Soil Moisture on Machine Learning Predictions of Photosynthesis and Evapotranspiration
err2026-05-04
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errDaniel Power; Miguel Angel Rico-Ramirez; Pierre Gentine; David McJannet; Martin Schrön; Corinna Rebmann; Humberto da Rocha; Rafael Rosolem
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Observation-Constrained Physical Snow Water Equivalent Simulations Using a Physics-Guided Machine Learning Approach
err2026-03-20
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errWenli Zhao; Jianing Fang; Tao Yang; Xu Lian; Alexander J. Winkler; Fubao Sun; Pierre Gentine
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Widespread enhancement of ecosystem carbon fluxes during post moisture pulse
err2026-01-14
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errYu Bai; Fangyue Zhang; Philippe Ciais; Jean-Pierre Wigneron; Andrew F. Feldman; Pierre Gentine; William K. Smith; Joel A. Biederman; Russell L. Scott; Paul C. Stoy; Dan Yakir; Armen R. Kemanian; David Makowski; Chuixiang Yi; Zheng Fu
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Large contribution of antecedent climate to ecosystem productivity anomalies during extreme events
err2025-11-21
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PREAI
errJinghao Qiu; Yao Zhang; Mengyang Cai; Trevor F. Keenan; Hongying Zhang; Pierre Gentine; Xiangzhong Luo; Mitra Cattry; Sha Zhou; Shilong Piao
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Deep Koopman operators for causal discovery
err2025-11-20
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errJuan Nathaniel; Carla Roesch; Jatan Buch; Derek DeSantis; Adam Rupe; Kara D. Lamb; Pierre Gentine
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A near-real time daily European Power Consumption and Carbon Intensity Dataset (ECON-PowerCI)
err2025-10-27
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errShujie Zhang; Wenli Zhao; Biqing Zhu; Chunhua Yan; Xuanren Song; Hou Jiang; Jianing Fang; Philippe Ciais; Ning Xuan; Pierre Gentine; Steven J. Davis; Zhu Liu; Guo Yu Qiu
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Delayed formation of Arctic snow cover in response to wildland fires in a warming climate
err2025-09-23
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errYamin Qing; Shuo Wang; Amir AghaKouchak; Pierre Gentine
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Combining Observations and Models: A Review of the CARDAMOM Framework for Data-Constrained Terrestrial Ecosystem Modeling
err2025-08-26
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errMatthew A. Worden; T. Eren Bilir; A. Anthony Bloom; Jianing Fang; Lily P. Klinek; Alexandra G. Konings; Paul A. Levine; David T. Milodowski; Gregory R. Quetin; T. Luke Smallman; Yinon M. Bar-On; Renato K. Braghiere; Cédric H. David; Nina A. Fischer; Pierre Gentine; Tim J. Green; Ayanna Jones; Junjie Liu; Marcos Longo; Shuang Ma; Troy S. Magney; Elias C. Massoud; Vasileios Myrgiotis; Alexander J. Norton; Nick Parazoo; Elahe Tajfar; Anna T. Trugman; Mathew Williams; Sarah Worden; Wenli Zhao; Songyan Zhu
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The Key Role of Xylem Hydraulic Vulnerability in Influencing Interannual Growth Variability of Earlywood and Latewood Across the Northern Hemisphere
err2025-08-16
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PREAI
errMengyun Sun; Lixin Wang; Steven A. Kannenberg; Hongyan Liu; Christopher R. Schwalm; Philippe Ciais; Pierre Gentine; William Kolby Smith; Kailiang Yu; Wen Zhang; Yang Li; Yuting Yang; Ximeng Li; Zhenju Chen; Deliang Chen; Peng Zhang; Xiuchen Wu
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