Pierre Gentine
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Earth Sciences
Pierre Gentine's Degrees
- PhD Environmental Science Columbia University
- Masters Environmental Science Columbia University
- Bachelors Environmental Science Columbia University
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(Suggest an Edit or Addition)Pierre Gentine's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty (2019) (505)
- Deep learning to represent subgrid processes in climate models (2018) (456)
- Land–atmospheric feedbacks during droughts and heatwaves: state of the science and current challenges (2018) (319)
- Large influence of soil moisture on long-term terrestrial carbon uptake (2018) (288)
- Analysis of evaporative fraction diurnal behaviour (2007) (267)
- Could Machine Learning Break the Convection Parameterization Deadlock? (2018) (260)
- Probability of afternoon precipitation in eastern United States and Mexico enhanced by high evaporation (2011) (224)
- Interdependence of climate, soil, and vegetation as constrained by the Budyko curve (2012) (216)
- Large increase in global storm runoff extremes driven by climate and anthropogenic changes (2018) (214)
- Global variations in ecosystem‐scale isohydricity (2017) (201)
- Land–Atmosphere Interactions: The LoCo Perspective (2017) (199)
- Implementing Plant Hydraulics in the Community Land Model, Version 5 (2019) (188)
- Land–atmosphere feedbacks exacerbate concurrent soil drought and atmospheric aridity (2019) (183)
- Regionally strong feedbacks between the atmosphere and terrestrial biosphere. (2017) (170)
- The impact of anthropogenic land use and land cover change on regional climate extremes (2017) (169)
- Sensitivity of grassland productivity to aridity controlled by stomatal and xylem regulation (2017) (168)
- A global spatially contiguous solar-induced fluorescence (CSIF) dataset using neural networks (2018) (164)
- Critical impact of vegetation physiology on the continental hydrologic cycle in response to increasing CO2 (2018) (152)
- Projected increases in intensity, frequency, and terrestrial carbon costs of compound drought and aridity events (2019) (150)
- Soil moisture–atmosphere feedback dominates land carbon uptake variability (2021) (145)
- Surface and atmospheric controls on the onset of moist convection over land (2013) (140)
- Enforcing Analytic Constraints in Neural Networks Emulating Physical Systems. (2019) (137)
- Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities (2019) (136)
- Heat stored in the Earth system: where does the energy go? (2020) (128)
- Interannual Coupling between Summertime Surface Temperature and Precipitation over Land: Processes and Implications for Climate Change* (2015) (125)
- The Diurnal Behavior of Evaporative Fraction in the Soil-Vegetation-Atmospheric Boundary Layer Continuum (2011) (123)
- Tall Amazonian forests are less sensitive to precipitation variability (2018) (111)
- Impact of Soil Moisture–Atmosphere Interactions on Surface Temperature Distribution (2013) (111)
- Potential for natural evaporation as a reliable renewable energy resource (2017) (110)
- When Does Vapor Pressure Deficit Drive or Reduce Evapotranspiration? (2018) (94)
- Water, Energy, and Carbon with Artificial Neural Networks (WECANN): A statistically-based estimate of global surface turbulent fluxes and gross primary productivity using solar-induced fluorescence. (2017) (94)
- Soil moisture–atmosphere feedbacks mitigate declining water availability in drylands (2020) (91)
- A simple and objective method to partition evapotranspiration into transpiration and evaporation at eddy-covariance sites (2019) (90)
- Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review (2018) (88)
- Physics‐Constrained Machine Learning of Evapotranspiration (2019) (83)
- Estimating surface soil moisture from SMAP observations using a Neural Network technique. (2018) (81)
- Coupling between the terrestrial carbon and water cycles—a review (2019) (77)
- Reconstructed Solar‐Induced Fluorescence: A Machine Learning Vegetation Product Based on MODIS Surface Reflectance to Reproduce GOME‐2 Solar‐Induced Fluorescence (2018) (76)
- Reduced solar‐induced chlorophyll fluorescence from GOME‐2 during Amazon drought caused by dataset artifacts (2018) (73)
- Vulnerability of Antarctica’s ice shelves to meltwater-driven fracture (2020) (71)
- Monitoring water stress using time series of observed to unstressed surface temperature difference (2007) (68)
- Dry Deposition of Ozone Over Land: Processes, Measurement, and Modeling (2020) (67)
- Evaluation and machine learning improvement of global hydrological model-based flood simulations (2019) (66)
- Achieving Conservation of Energy in Neural Network Emulators for Climate Modeling (2019) (64)
- Land-surface controls on afternoon precipitation diagnosed from observational data : uncertainties and confounding factors (2014) (64)
- Light limitation regulates the response of autumn terrestrial carbon uptake to warming (2020) (63)
- Redefining droughts for the U.S. Corn Belt: The dominant role of atmospheric vapor pressure deficit over soil moisture in regulating stomatal behavior of Maize and Soybean (2020) (62)
- Amazon rainforest photosynthesis increases in response to atmospheric dryness (2020) (59)
- Emergent relation between surface vapor conductance and relative humidity profiles yields evaporation rates from weather data (2013) (57)
- Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 1: Satellite data analysis (2016) (56)
- Potential evaporation at eddy-covariance sites across the globe (2018) (54)
- Emergent constraints on equilibrium climate sensitivity in CMIP5: do they hold for CMIP6? (2020) (53)
- Role of surface heat fluxes underneath cold pools (2016) (52)
- Diel ecosystem conductance response to vapor pressure deficit is suboptimal and independent of soil moisture (2018) (52)
- Failure of Taylor's hypothesis in the atmospheric surface layer and its correction for eddy‐covariance measurements (2017) (50)
- Large and projected strengthening moisture limitation on end-of-season photosynthesis (2020) (49)
- Scaling in Surface Hydrology: Progress and Challenges (2012) (48)
- Soil Texture Effects on Surface Resistance to Bare‐Soil Evaporation (2018) (48)
- Modeling soil evaporation efficiency in a range of soil and atmospheric conditions using a meta‐analysis approach (2016) (48)
- Systematic errors in ground heat flux estimation and their correction (2012) (48)
- Evaporation estimates using weather station data and boundary layer theory (2016) (46)
- Hydraulic traits explain differential responses of Amazonian forests to the 2015 El Niño-induced drought. (2019) (45)
- Fog and rain in the Amazon (2015) (45)
- Linking plant functional trait plasticity and the large increase in forest water use efficiency (2017) (45)
- Does the Hook Structure Constrain Future Flood Intensification Under Anthropogenic Climate Warming? (2021) (45)
- Value of sun-induced chlorophyll fluorescence for quantifying hydrological states and fluxes: Current status and challenges (2020) (45)
- Harmonic propagation of variability in surface energy balance within a coupled soil‐vegetation‐atmosphere system (2011) (44)
- Global downscaling of remotely sensed soil moisture using neural networks (2018) (44)
- Biophysical impacts of Earth greening largely controlled by aerodynamic resistance (2020) (44)
- Beyond soil water potential: An expanded view on isohydricity including land-atmosphere interactions and phenology. (2019) (41)
- Reduction of tropical land region precipitation variability via transpiration (2012) (40)
- Estimating Global Ecosystem Isohydry/Anisohydry Using Active and Passive Microwave Satellite Data (2017) (39)
- Precipitation Sensitivity to Surface Heat Fluxes over North America in Reanalysis and Model Data (2013) (39)
- Detecting forest response to droughts with global observations of vegetation water content (2021) (39)
- Atmospheric dryness reduces photosynthesis along a large range of soil water deficits (2022) (39)
- Spatio‐Temporal Convergence of Maximum Daily Light‐Use Efficiency Based on Radiation Absorption by Canopy Chlorophyll (2018) (38)
- Resolving Contrasting Regional Rainfall Responses to El Niño over Tropical Africa (2016) (38)
- Enhanced canopy growth precedes senescence in 2005 and 2010 Amazonian droughts (2018) (37)
- Modification of land‐atmosphere interactions by CO2 effects: Implications for summer dryness and heat wave amplitude (2016) (36)
- An allometry‐based model of the survival strategies of hydraulic failure and carbon starvation (2016) (36)
- Measuring Tree Properties and Responses Using Low-Cost Accelerometers (2017) (35)
- Implications of Nonlocal Transport and Conditionally Averaged Statistics on Monin–Obukhov Similarity Theory and Townsend’s Attached Eddy Hypothesis (2018) (34)
- Can vegetation optical depth reflect changes in leaf water potential during soil moisture dry-down events? (2019) (33)
- Spectral Behaviour of a Coupled Land-Surface and Boundary-Layer System (2010) (33)
- A Probabilistic Bulk Model of Coupled Mixed Layer and Convection. Part II: Shallow Convection Case (2013) (32)
- Uncovering exposures responsible for birth season – disease effects: a global study (2017) (32)
- Land–atmosphere interactions in the tropics – a review (2019) (32)
- Data Length Requirements for Observational Estimates of Land–Atmosphere Coupling Strength (2015) (31)
- Exploring the Potential of Satellite Solar-Induced Fluorescence to Constrain Global Transpiration Estimates (2019) (30)
- Soil moisture retrieval from AMSR-E and ASCAT microwave observation synergy. Part 2: Product evaluation (2017) (30)
- A Probabilistic Bulk Model of Coupled Mixed Layer and Convection. Part I: Clear-Sky Case (2013) (29)
- An Idealized Prototype for Large-Scale Land-Atmosphere Coupling (2013) (29)
- Water Availability Impacts on Evapotranspiration Partitioning (2020) (29)
- Effects of 3-D thermal radiation on the development of a shallow cumulus cloud field (2017) (29)
- Accounting for canopy structure improves hyperspectral radiative transfer and sun-induced chlorophyll fluorescence representations in a new generation Earth System model (2021) (28)
- Coherent Structures in the Boundary and Cloud Layers: Role of Updrafts, Subsiding Shells, and Environmental Subsidence (2016) (27)
- Diagnosing evaporative fraction over land from boundary‐layer clouds (2013) (26)
- Evaluation and mechanism exploration of the diurnal hysteresis of ecosystem fluxes (2019) (25)
- A phenomenological model of soil evaporative efficiency using surface soil moisture and temperature data (2018) (24)
- Representation of daytime moist convection over the semi‐arid Tropics by parametrizations used in climate and meteorological models (2015) (24)
- Emissions rebound from the COVID-19 pandemic (2022) (24)
- The Budyko and complementary relationships in an idealized model of large-scale land–atmosphere coupling (2014) (24)
- Vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019 (2021) (24)
- A Closer Look at Boundary Layer Inversion in Large-Eddy Simulations and Bulk Models: Buoyancy-Driven Case (2014) (23)
- Triggering Deep Convection with a Probabilistic Plume Model (2014) (23)
- Evaluation of a simple approach for crop evapotranspiration partitioning and analysis of the water budget distribution for several crop species (2013) (22)
- Sun-induced fluorescence closely linked to ecosystem transpiration as evidenced by satellite data and radiative transfer models (2020) (22)
- Constraining Uncertainty in Projected Gross Primary Production With Machine Learning (2020) (21)
- Towards Physically-Consistent, Data-Driven Models of Convection (2020) (20)
- Effect of Reduced Summer Cloud Shading on Evaporative Demand and Wildfire in Coastal Southern California (2018) (20)
- Patterns of plant rehydration and growth following pulses of soil moisture availability (2020) (20)
- Global Daily CO$_2$ emissions for the year 2020 (2021) (19)
- Mean-velocity profile of smooth channel flow explained by a cospectral budget model with wall-blockage (2016) (18)
- Neural Network-Based Sensitivity Analysis of Summertime Convection over the Continental United States (2014) (18)
- Vapor Pressure Deficit and Sunlight Explain Seasonality of Leaf Phenology and Photosynthesis Across Amazonian Evergreen Broadleaved Forest (2021) (18)
- Vegetation Response to Rising CO2 Impacts Extreme Temperatures (2019) (18)
- Water, Energy, and Carbon with Artificial Neural Networks (WECANN): A statistically-based estimate of global surface turbulent fluxes using solar-induced fluorescence (2016) (17)
- Surface Flux Equilibrium Theory Explains an Empirical Estimate of Water‐Limited Daily Evapotranspiration (2019) (17)
- Long-term relative decline in evapotranspiration with increasing runoff on fractional land surfaces (2020) (17)
- Comment on “Recent global decline of CO2 fertilization effects on vegetation photosynthesis” (2021) (17)
- Radiative-Convective Equilibrium over a Land Surface (2014) (17)
- A comprehensive framework for seasonal controls of leaf abscission and productivity in evergreen broadleaved tropical and subtropical forests (2021) (17)
- Ocean–atmosphere interactions modulate irrigation's climate impacts (2016) (16)
- Role of convective mixing and evaporative cooling in shallow convection (2017) (16)
- Increasing sensitivity of dryland vegetation greenness to precipitation due to rising atmospheric CO2 (2022) (15)
- The k−1 scaling of air temperature spectra in atmospheric surface layer flows (2016) (15)
- Recent increase in the observation-derived land evapotranspiration due to global warming (2021) (15)
- Assessing the Potential of Deep Learning for Emulating Cloud Superparameterization in Climate Models With Real‐Geography Boundary Conditions (2020) (15)
- The effect of moist convection on thermally induced mesoscale circulations (2015) (14)
- Uncertainties Caused by Resistances in Evapotranspiration Estimation Using High-Density Eddy Covariance Measurements (2020) (14)
- Mapping daily evapotranspiration over a large irrigation district from MODIS data using a novel hybrid dual-source coupling model (2019) (14)
- Development of a Deep Learning Emulator for a Distributed Groundwater–Surface Water Model: ParFlow-ML (2021) (14)
- Global Coordination in Plant Physiological and Rooting Strategies in Response to Water Stress (2021) (14)
- Remote Sensing of Global Daily Evapotranspiration based on a Surface Energy Balance Method and Reanalysis Data (2021) (13)
- Role of Surface Friction on Shallow Nonprecipitating Convection (2017) (13)
- Disentangling the Effects of Vapor Pressure Deficit and Soil Water Availability on Canopy Conductance in a Seasonal Tropical Forest During the 2015 El Niño Drought (2021) (13)
- Tropical tall forests are more sensitive and vulnerable to drought than short forests (2021) (12)
- Role of large eddies in the breakdown of the Reynolds analogy in an idealized mildly unstable atmospheric surface layer (2017) (12)
- Climate Classification is an Important Factor in Assessing Quality-of-Care Across Hospitals (2017) (12)
- Logarithmic profile of temperature in sheared and unstably stratified atmospheric boundary layers (2021) (12)
- Land Surface Processes Relevant to Sub-seasonal to Seasonal (S2S) Prediction (2019) (12)
- Interannual variations in needle and sapwood traits of Pinus edulis branches under an experimental drought (2018) (12)
- Masi Entropy for Satellite Color Image Segmentation Using Tournament-Based Lévy Multiverse Optimization Algorithm (2019) (12)
- Satellite Observations of the Tropical Terrestrial Carbon Balance and Interactions With the Water Cycle During the 21st Century (2021) (12)
- Estimation of Turbulent Heat Fluxes via Assimilation of Air Temperature and Specific Humidity into an Atmospheric Boundary Layer Model (2020) (11)
- Coherent Structures in Large-Eddy Simulations of a Nonprecipitating Stratocumulus-Topped Boundary Layer (2017) (11)
- Advances in Land Surface Models and Indicators for Drought Monitoring and Prediction (2021) (11)
- Connections between the hydrological cycle and crop yield in the rainfed U.S. Corn Belt (2020) (11)
- Distinct xylem responses to acute vs. prolonged drought in pine trees. (2020) (11)
- Global Gridded Daily CO$_2$ Emissions (2021) (11)
- Deep learning for subgrid-scale turbulence modeling in large-eddy simulations of the atmospheric boundary layer. (2019) (11)
- A global spatially Continuous Solar Induced Fluorescence (CSIF) dataset using neural networks (2018) (10)
- Global Increases in Lethal Compound Heat Stress: Hydrological Drought Hazards Under Climate Change (2022) (10)
- Climate-Invariant Machine Learning (2021) (10)
- When does vapor pressure deficit drive or reduce evapotranspiration? (2018) (10)
- Near-real-time global gridded daily CO2 emissions (2021) (10)
- Shallow groundwater inhibits soil respiration and favors carbon uptake in a wet alpine meadow ecosystem (2020) (9)
- PrecipGAN: Merging Microwave and Infrared Data for Satellite Precipitation Estimation Using Generative Adversarial Network (2021) (9)
- Environmental Controls on Tropical Mesoscale Convective System Precipitation Intensity (2020) (9)
- The Response of Tropical Organized Convection to El Niño Warming (2019) (9)
- Peak growing season patterns and climate extremes-driven responses of gross primary production estimated by satellite and process based models over North America (2021) (9)
- Global patterns of daily CO2 emissions reductions in the first year of COVID-19 (2022) (8)
- Coupling between radiative flux divergence and turbulence near the surface (2018) (8)
- Reply to ‘Increases in temperature do not translate to increased flooding’ (2019) (8)
- Ideas and perspectives: Tree–atmosphere interaction responds to water-related stem variations (2018) (8)
- Interactions Between the Amazonian Rainforest and Cumuli Clouds: A Large‐Eddy Simulation, High‐Resolution ECMWF, and Observational Intercomparison Study (2020) (8)
- Global water availability boosted by vegetation-driven changes in atmospheric moisture transport (2022) (7)
- De-carbonization of global energy use during the COVID-19 pandemic (2021) (6)
- Deep Learning for the Parametrization of Subgrid Processes in Climate Models (2021) (6)
- A Model for Turbulence Spectra in the Equilibrium Range of the Stable Atmospheric Boundary Layer (2020) (6)
- Deep Learning Based Cloud Cover Parameterization for ICON (2021) (5)
- Future socio-ecosystem productivity threatened by compound drought–heatwave events (2023) (5)
- Estimating cereal evapotranspiration using a simple model driven by satellite data (2003) (5)
- Ideas and perspectives: Tree-atmosphere interaction responds to water-related stem variations (2018) (5)
- Machine Learning for Clouds and Climate (Invited Chapter for the AGU Geophysical Monograph Series "Clouds and Climate") (2021) (5)
- Turbulence Spectra in the Stable Atmospheric Boundary Layer (2018) (5)
- Diminishing seasonality of subtropical water availability in a warmer world dominated by soil moisture–atmosphere feedbacks (2022) (5)
- Biophysical impacts of northern vegetation changes on seasonal warming patterns (2022) (5)
- Machine Learning for Clouds and Climate (2020) (5)
- Regional and seasonal partitioning of water and temperature controls on global land carbon uptake variability (2022) (5)
- Probing the Response of Tropical Deep Convection to Aerosol Perturbations Using Idealized Cloud-Resolving Simulations with Parameterized Large-Scale Dynamics (2019) (4)
- Surface temperatures reveal the patterns of vegetation water stress and their environmental drivers across the tropical Americas (2022) (4)
- An observation-driven optimization method for continuous estimation of evaporative fraction over large heterogeneous areas (2020) (4)
- Improving predictions of evapotranspiration by integrating multi-source observations and land surface model (2022) (4)
- Changes in Tropical Precipitation Intensity With El Niño Warming (2020) (4)
- Diurnal and Seasonal Variations of Passive and Active Microwave Satellite Observations Over Tropical Forests (2022) (4)
- Amplified warming induced by large-scale application of water-saving techniques (2022) (4)
- Two for one: Partitioning CO2 fluxes and understanding the relationship between solar-induced chlorophyll fluorescence and gross primary productivity using machine learning (2022) (4)
- DART: 3-D model of optical satellite images and radiation budget (2003) (3)
- Increased vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019 (2021) (3)
- Call for Papers on Machine Learning and Earth System Modeling (2021) (3)
- Enhanced Soundings for Local Coupling Studies Field Campaign Report (2016) (3)
- Widespread spring phenology effects on drought recovery of Northern Hemisphere ecosystems (2023) (3)
- Causal inference for process understanding in Earth sciences (2021) (3)
- Timing and Order of Extreme Drought and Wetness Determine Bioclimatic Sensitivity of Tree Growth (2022) (3)
- Development of a Daily Multilayer Cropland Soil Moisture Dataset for China Using Machine Learning and Application to Cropping Patterns (2020) (3)
- Power-Law Scaling of Turbulence Cospectra for the Stably Stratified Atmospheric Boundary Layer (2020) (3)
- Zero-Shot Learning of Aerosol Optical Properties with Graph Neural Networks (2021) (3)
- Connection Between Mass Flux Transport and Eddy Diffusivity in Convective Atmospheric Boundary Layers (2021) (3)
- Land surface controls on afternoon precipitation diagnosed from observational data: uncertainties, confounding factors and the possible role of vegetation interception (2013) (3)
- Land–atmosphere interactions in the tropics (2019) (3)
- Large Divergence in Tropical Hydrological Projections Caused by Model Spread in Vegetation Responses to Elevated CO2 (2022) (2)
- Deep Learning for Subgrid‐Scale Turbulence Modeling in Large‐Eddy Simulations of the Convective Atmospheric Boundary Layer (2022) (2)
- Statistical retrieval of surface and root zone soil moisture using synergy of multi-frequency remotely-sensed observations (2017) (2)
- The impact of anthropogenic land use and land cover change on regional climate extremes (2017) (2)
- Recent global decline in rainfall interception loss due to altered rainfall regimes (2022) (2)
- Critical soil moisture thresholds of plant water stress in terrestrial ecosystems (2022) (2)
- Crop evapotranspiration partitioning and comparison of different water use efficiency approaches (2010) (2)
- History-Based, Bayesian, Closure for Stochastic Parameterization: Application to Lorenz '96 (2022) (2)
- Corrigendum to “Diel ecosystem conductance response to vapor pressure deficit is suboptimal and independent of soil moisture” [Agric. For. Meteorol. 250–251 (2018) 24–34] (2018) (2)
- Enhanced Soundings for Local Coupling Studies: 2015 ARM Climate Research Facility Field Campaign (2015) (2)
- Mega-heatwave temperatures driven by local and upwind soil desiccation (2019) (2)
- Could machine learning break the convection deadlock ? 1 (2018) (2)
- Recovering the parameters underlying the Lorenz-96 chaotic dynamics (2019) (2)
- Characterizing Soil Water Content Variability across Spatial Scales from Optimized High-Resolution Distributed Temperature Sensing Technique (2022) (2)
- Uncertainty caused by resistances in evapotranspiration (2019) (2)
- On the logarithmic profile of temperature in the atmospheric convective boundary layers (2020) (2)
- Observational evidence of regional increasing hot extreme accelerated by surface energy partitioning (2022) (2)
- Model spread in tropical low cloud feedback tied to overturning circulation response to warming (2022) (1)
- Publisher Correction: Soil moisture–atmosphere feedbacks mitigate declining water availability in drylands (2021) (1)
- Site Characteristics Mediate the Relationship Between Forest Productivity and Satellite Measured Solar Induced Fluorescence (2021) (1)
- Spectral behavior of the coupled land-atmosphere system (2009) (1)
- Statistical downscaling of remotely-sensed soil moisture (2017) (1)
- Representing Plant Hydraulics in a Global Model: Updates to the Community Land Model (2017) (1)
- Tree Sway Time Series of 7 Amazon Tree Species (July 2015–May 2016) (2018) (1)
- Solar-induced fluorescence: the best alternative to monitor global transpiration? (2018) (1)
- CarbonMonitor-Power near-real-time monitoring of global power generation on hourly to daily scales. (2023) (1)
- Unprecedented decarbonization of China's power system in the post-COVID era (2021) (1)
- Evaluating the Variability of Surface Soil Moisture Simulated Within CMIP5 Using SMAP Data (2022) (1)
- Comparing Storm Resolving Models and Climates via Unsupervised Machine Learning (2022) (1)
- Data-Driven Equation Discovery of a Cloud Cover Parameterization (2023) (1)
- Long-term relative decline in evapotranspiration despite increasing runoff (2018) (1)
- Near-real-time and state-level monitoring of U.S. CO2 emissions (2021) (1)
- Transportation CO$_2$ emissions stayed high despite recurrent COVID outbreaks (2021) (1)
- FERTILIZATION EFFECTS ON VEGETATION PHOTOSYNTHESIS” (2021) (1)
- Effects of 3D Thermal Radiation on Cloud Development (2016) (1)
- Probing the transition from shallow to deep convection using ASR data and large-eddy simulations (2016) (1)
- Non‐Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models (2022) (1)
- Correction: Balsamo, G., et al. Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review. Remote Sensing 2018, 10, 2038 (2019) (1)
- A model study of soil moisture feedbacks on hydroclimatic variability (2013) (0)
- Detecting tree mass changes using accelerometers (2015) (0)
- Analysis of the diurnal behavior of Evaporative Fraction (2006) (0)
- LES study of convective mixing and evaporative cooling in shallow convection (2017) (0)
- F1. An index of maximal land-atmosphere coupling and its use in estimating evaporative fraction across a range of Ameriflux sites (2012) (0)
- Representing plant hydraulics in a global Earth system model. (2015) (0)
- Final Technical Report (2019) (0)
- Impacts of Irrigation on Daily Extremes in the Coupled Climate System (2014) (0)
- Inappropriateness of space-for-time and variability-for-time approaches to infer future dryland productivity changes (2022) (0)
- On the Generalization of Agricultural Drought Classification from Climate Data (2021) (0)
- Potential for natural evaporation as a reliable renewable energy resource (2017) (0)
- Ecosystem-scale Plant Isohydricity Controls Grassland Productivity Sensitivity to Aridity (2017) (0)
- A Restricted Boltzman Neural Net to Infer Carbon Uptake from OCO-2 Satellite Data (2015) (0)
- A Long-term Consistent Artificial Intelligence and Remote Sensing-based Soil Moisture Dataset (2023) (0)
- The Global Drivers of Photosynthesis and Light Use Efficiency Seasonality: A Granger Frequency Causality Analysis (2015) (0)
- Atmospheric Boundary Layer Processes and Turbulence IV Posters (2014) (0)
- Coherent structures and entrainment properties in stratocumulus topped boundary layer LES simulations. (2016) (0)
- Drivers of vegetation activity during European summers: A causal inference approach applied to solar-induced fluorescence observations (2020) (0)
- The vertical moisture structure and precipitation intensity distributions associated with tropical convective systems (2020) (0)
- Investigating the Impact of Land-Atmosphere Interactions on the Interannual Carbon Flux (2017) (0)
- Atmospheric dryness reduces photosynthesis along a large range of soil water deficits (2022) (0)
- Evaluating the effects of precipitation and evapotranspiration on soil moisture variability within CMIP5 using SMAP and ERA5 data (2023) (0)
- Cross-Scale Land-Atmosphere Experiment Field Campaign Report (2021) (0)
- On the Power-law Scaling of Turbulence Cospectra Part 1: Stably Stratified Atmospheric Boundary Layer (2018) (0)
- Climate warming accelerates surface soil moisture drying in the Yellow River Basin, China (2022) (0)
- Vulnerability and resilience to droughts in South-West USA: carbon allocation and impact on wood and evaporative anatomy (2015) (0)
- Machine learning based cloud parametrizations and causal discovery for climate models (2019) (0)
- A multi-satellite framework to rapidly evaluate extreme biosphere cascades: the Western US 2021 drought and heatwave. (2023) (0)
- Innovation and Exploration of Observations and Earth System Models Using Machine Learning and Big Data Analysis I (2019) (0)
- Land‐Atmosphere Cascade Fueled the 2020 Siberian Heatwave (2022) (0)
- A probabilistic-bulk model of shallow convection over land (2011) (0)
- Spectral behavior of a land-atmosphere coupled model and applications to hydrometeorology (Invited) (2009) (0)
- Vegetation water stress detection in the Amazon (2018) (0)
- The impact of CO2 fertilization and historical land use/land cover change on regional climate extremes (2017) (0)
- Neural Network Based Retrieval of Root Zone Soil Moisture using Synergy of L- and X-Band Remotely Sensed Observations (2016) (0)
- Coherent structures in stratocumulus topped boundary layer: sensitivity to surface fluxes, radiative cooling and vertical stability (2017) (0)
- Local coupling (LoCo) vs. large-scale coupled (LsCo) land-atmosphere interactions in idealized experiments (2014) (0)
- Comments (2019) (0)
- Conflicting drivers of land carbon uptake variability reconciled by land-atmosphere coupling (2020) (0)
- Spectral Behavior of a Linearized Land-Atmosphere Model: Applications to Hydrometeorology (2008) (0)
- A synergisitic Neural Network Soil Moisture Retrieval Algorithm for SMAP (2015) (0)
- Review of Aouade et al. (2020) (0)
- Role of Large Eddies in the Breakdown of the Reynolds Analogy in the Unstable Atmospheric Surface Layer (2016) (0)
- The Response of Sun-induced Chlorophyll Fluorescence to Remotely Sensed Surface Soil Moisture and Terrestrial Water Storage (2019) (0)
- A Quantum Annealing Computer Team Addresses Climate Change Predictability (2016) (0)
- Deep learning for subgrid-scale turbulence modeling in large-eddy simulations of the convective atmospheric boundary layer: data (2021) (0)
- Is evaporative cooling relevant for stratocumulus dynamics (2018) (0)
- Causally-informed deep learning to improve climate models and projections (2023) (0)
- Probing the transition from shallow to deep convection (2016) (0)
- A prototype for the life cycle of a population of cold pools (2016) (0)
- Inaccuracies in soil heat flux measurement and modeling: a matter of vertical and temporal resolution? (2010) (0)
- Dryland evapotranspiration from remote sensing solar-induced chlorophyll fluorescence: constraining an optimal stomatal model within a two-source energy balance model (2022) (0)
- Aggregation of land surface heat fluxes using stochastic state variables (2003) (0)
- Deep Learning based cloud parametrization for the Community Atmosphere Model (2020) (0)
- Law-of-the-wall buffer layer explained by a simplified cospectral budget model (2015) (0)
- The Topographic Signature of Vegetation Development along a Braided River: Results of a Spatial Analysis of Airborne Lidar Measurements (2011) (0)
- Advances in Understanding Water-Carbon Interactions II (2019) (0)
- Estimating ecosystem iso/anisohydry using microwave satellite data and its applications in ecohydrology (2017) (0)
- Solar Induced Fluorescence measured from satellite sensors captures mostly structural than physiological responses to environmental stressors (2021) (0)
- The best way to estimate potential evaporation - selection of an optimal method using eddy-covariance data across the globe (2018) (0)
- Large increase in global storm runoff extremes driven by climate and anthropogenic changes (2018) (0)
- Continental radiative-convective equilibrium experiments in a single column model (LMDZ5B GCM) (2013) (0)
- A new assessment of land-atmosphere feedback strength (2010) (0)
- Turbulence Spectra in the Stable Atmospheric Layer (2018) (0)
- Is evaporative colling important for shallow clouds (2017) (0)
- Harnessing Potential Evaporation as a Renewable Energy Resource With Water-Saving Benefits (2015) (0)
- Observed strong atmospheric water constraints on forest photosynthesis using eddy covariance and satellite-based data across the Northern Hemisphere (2022) (0)
- Advances in Understanding Water-Carbon Interactions III Posters (2019) (0)
- Structurally flexible cloud microphysics, observationally constrained at all scales via ML-accelerated Bayesian inference (2021) (0)
- Evaluating the Respective Impact of the Radiative Forcing and Fertilization Response of Vegetation to a Carbon Dioxide Enriched Atmosphere during Severe Heatwaves in Western Europe (2014) (0)
- Machine-Learned Cloud Classes From Satellite Data for Process-Oriented Climate Model Evaluation (2022) (0)
- Carbon-water interactions: Global-scale effects of terrestrial water variations on carbon cycle (2018) (0)
- Supplementary material to "A global spatially Continuous Solar Induced Fluorescence (CSIF) dataset using neural networks" (2018) (0)
- Toward a unified stochastic representation of dry, shallow and deep convection (2013) (0)
- Stochastic repercussion of land-surface energy budget noise onto a coupled land-atmosphere model (2009) (0)
- Vegetation physiology controls continental water cycle responses to climate change (2017) (0)
- Exploring the control of land-atmospheric oscillations over terrestrial vegetation productivity (2015) (0)
- When Does Vapor Pressure Deficit Drive or Reduce Evaporation (2017) (0)
- Comments (2019) (0)
- Land-Atmosphere Interactions, Biosphere-Boundary Layer Feedbacks, and Moist Convection I Posters (2017) (0)
- Increased vulnerability of European ecosystems to two consecutive extreme summers (2021) (0)
- Soil Moisture Retrieval from Active/Passive Microwave Observation Synergy Using a Neural Network Approach (2014) (0)
- Terrestrial biosphere-atmosphere feedbacks and the CO2 effect (2017) (0)
- Carbon Monitor-Power: near-real-time monitoring of global power generation on hourly to daily scales (preprint) (2022) (0)
- On the potential of satellite-based solar-induced fluorescence to diagnose anomalies in transpiration over global scales (2018) (0)
- Differentiable modeling to unify machine learning and physical models and advance Geosciences (2023) (0)
- Variations in plant strategy to water stress across the globe based on microwave vegetation optical depth (2018) (0)
- Weekly to annual variability of surface soil moisture (2020) (0)
- Probing aerosol indirect effect on deep convection using idealized cloud-resolving simulations with parameterized large-scale dynamics. (2017) (0)
- The impact of historical land use/land cover change on regional climate extremes (2016) (0)
- A Unified Parameterization of Dry/Moist and Shallow/Deep Convection (2016) (0)
- Comments (2019) (0)
- Climate Classification is an Important Factor in Assessing Quality-of-Care Across Hospitals (2017) (0)
- Influence of incoming radiation errors in a land-atmosphere coupled model: consequences on land-surface data assimilation schemes (2009) (0)
- Estimating root zone storage capacity from flux measurements (2021) (0)
- SMLFire1.0: a stochastic machine learning (SML) model for wildfire activity in the western United States (2022) (0)
- Amazon rainforest increases photosynthesis in reponse to atmospheric dryness (2020) (0)
- Satellite solar-induced chlorophyll fluorescence tracks physiological drought stress development during 2020 southwest US drought. (2023) (0)
- Contributors (2019) (0)
- Radiative convective equilibrium over a land 1 surface 2 3 (0)
- The implications of turbulent coherent structures on Monin-Obukhov similarity theory in a dry convective boundary layer (2017) (0)
- Applications of a linearized land-atmosphere model to SVAT modelling and remote-sensing (2009) (0)
- Coupling between the continental carbon and water cycles (2017) (0)
- Water Stress Impacts Tree-Atmosphere Interaction in the Amazon (2017) (0)
- Tutorial on Machine Learning and Deep Learning for the Environmental and Geosciences (2019) (0)
- Unique relation between surface-limited evaporation and relative humidity profiles holds in both field data and climate model simulations (2013) (0)
- Heat vs. dryness influence on photosynthesis assessed using solar-induced fluorescence (2018) (0)
- Predicting the Optical Properties of Arbitrarily Shaped Black Carbon Aerosols with Graph Neural Networks (2021) (0)
- Carbon dioxide emissions rebound from the COVID-19 pandemic (2021) (0)
- Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning (2023) (0)
- The Budyko and complementary relationships in land--atmosphere coupling (2014) (0)
- Pre-averaging fractional processes contaminated by noise, with an application to turbulence (2022) (0)
- Can accelerometers detect mass variations in Amazonian trees (2016) (0)
- Optimization of the Number and Locations of the Calibration Stations Needed to Monitor Soil Moisture using Distributed Temperature Sensing systems: A Proof-of -Concept Study (2023) (0)
- Measuring (bio)physical tree properties using accelerometers (2017) (0)
- Influence of Drought on the Hydraulic Efficiency and the Hydraulic Safety of the Xylem - Case of a Semi-arid Conifer. (2017) (0)
- Neural Network-Based Retrieval of Surface and Root Zone Soil Moisture using Multi-Frequency Remotely-Sensed Observations (2017) (0)
- Belowground adaptation and resilience to drought conditions (2012) (0)
- Monitoring stress-related mass variations in Amazon trees using accelerometers (2016) (0)
- Cover Image, Volume 1436, Issue 1 (2019) (0)
- Using observations to evaluate biosphere-atmosphere interactions in models (2017) (0)
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What Schools Are Affiliated With Pierre Gentine?
Pierre Gentine is affiliated with the following schools:
