PG
Member Since 2008
Pierre Gentine Gentine
Professor, Columbia University
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Recent Water Constraints Mediate the Dominance of Climate and Atmospheric CO2 on Vegetation Growth Across China
EARTH'S FUTURE
14 june 2024
Yang Song, Josep Penuelas, Philippe Ciais, Songhan...
Multiple lines of evidence confirm a widespread increase in vegetation growth across China over the past few decades. The relationship between vege...
Data‐Driven Equation Discovery of a Cloud Cover Parameterization
JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS
29 february 2024
Arthur Grundner, Tom Beucler, Pierre Gentine, Vero...
A promising method for improving the representation of clouds in climate models, and hence climate projections, is to develop machine learning̴...
Causally‐Informed Deep Learning to Improve Climate Models and Projections
JOURNAL OF GEOPHYSICAL RESEARCH: ATMOSPHERES
19 february 2024
Fernando Iglesias-Suarez, Pierre Gentine, Breixo S...
Climate models are essential to understand and project climate change, yet long‐standing biases and uncertainties in their projections remain...
Determining Optimal Prescribed Fire Burning Periods Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System
ONLINE POSTER SESSION FOR BIOGEOSCIENCES I
biogeosciences | 22 january 2024
Kyleen Liao, Jatan Buch, Kara D. Lamb, Pierre Gent...
In regions like California, wildfires increasingly pose substantial threats to public health, infrastructure, agriculture, and ecosystems. Prescribed ...
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Attention-Based Wildland Fire Spread Modeling Using Fire-Tracking Satellite Observations
RAPID FIRE DETECTION AND PREDICTION USING NEW GENERATION ARTIFICIAL INTELLIGENCE TECHNIQUES POSTER
global environmental change | 15 december 2023
Yufei Zou, Mojtaba Sadeghi, Yaling Liu, Alexandra ...
Modeling the spread of wildland fires is essential for assessing and managing fire risks. However, this task remains challenging due to the partially ...
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Implementation of New Physics-Informed Machine Learning Ice Albedo Equation in Regional Climate Model and Implications for Surface Melting
MACHINE LEARNING AND THE CRYOSPHERE: DATA AND MODELING IV POSTER
cryosphere | 15 december 2023
Raf Antwerpen, Marco Tedesco, Pierre Gentine, Xavi...
Global mean sea level (GMSL) rise has accelerated significantly over the last decades, a major part of which can be attributed to increased meltwater ...
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A multi-satellite framework to rapidly evaluate extreme biosphere cascades: the Western US 2021 drought and heatwave
ADVANCES IN UNDERSTANDING WATER-ENERGY-CARBON INTERACTIONS II ORAL
biogeosciences | 15 december 2023
Andrew Feldman, Zhen Zhang, Yasuko Yoshida, Pierre...
The increasing frequency and intensity of climate extremes and complex ecosystem responses motivate the need for integrated observational studies at l...
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Understanding the Response of Ecosystem Water Use Efficiency to Rising CO2 Concentration: Insights from Global Long-Term Eddy Covariance Measurements
SURFACE-ATMOSPHERE INTERACTIONS: FROM SINGLE FLUX MEASUREMENTS TO INTEGRATED SYNTHESES II ORAL
biogeosciences | 15 december 2023
Weiwei Zhan, Jiangong Liu, Xu Lian, Jisu Han, Yu H...
There is high uncertainty regarding how terrestrial ecosystems will respond to the ongoing rise in CO2 concentration. While many leaf-scale controlled...
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