82 results on '"Gentine, Pierre"'
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2. GTWS-MLrec: global terrestrial water storage reconstruction by machine learning from 1940 to present
3. GTWS-MLrec: global terrestrial water storage reconstruction by machine learning from 1940 to present
4. Supplementary material to "GTWS-MLrec: Global terrestrial water storage reconstruction by machine learning from 1940 to present"
5. An objective estimate of water stress - going beyond PDSI
6. Using machine learning to quantify multi-scale soil moisture controls on water and carbon fluxes at the land surface
7. Differentiable modeling to unify machine learning and physical models and advance Geosciences
8. Predicting Terrestrial Water Storage Anomalies at the Global Scale with a Machine-Learning Model
9. Predicting Greenland Ice Albedo Using A Physically-Based Convolutional Long Short-Term Memory Network
10. The role of water table depth and plant functional type in energy partitioning
11. Seasonal forecasts of wildfire frequency and burned area in the western United States using a stochastic machine learning fire model
12. The key role of causal discovery to improve data-driven parameterizations in climate models
13. Observed Global Photosynthesis Response to Changing Storm Frequency and Magnitude
14. Data-Driven Cloud Cover Parameterizations
15. Machine learning based automated parameter tuning of ICON-A using satellite data
16. Future socio-ecosystem productivity threatened by compound drought-heatwave events
17. Supplementary material to "SMLFire1.0: a stochastic machine learning (SML) model for wildfire activity in the western United States"
18. SMLFire1.0: a stochastic machine learning (SML) model for wildfire activity in the western United States
19. Shear-Convection flux decomposition in atmospheric boundary layer using neural network
20. Using cosmic-ray neutron sensors with machine learning to improve predictions of evapotranspiration and carbon fluxes
21. Climate-Invariant, Causally Consistent Neural Networks as Robust Emulators of Subgrid Processes across Climates
22. A two-stage machine learning framework using global satellite data of cloud classes for process-oriented model evaluation
23. Vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019
24. Long-term relative decline in evapotranspiration with increasing runoff on fractional land surfaces
25. Patterns of plant rehydration and growth following pulses of soil moisture availability
26. Increased vulnerability of European ecosystems to two compound dry and hot summers in 2018 and 2019
27. Emergent constraints on Equilibrium Climate Sensitivity in CMIP5: do they hold for CMIP6?
28. Heat stored in the Earth system: where does the energy go?
29. Soil moisture-atmosphere feedbacks mitigate declining water availability in drylands
30. Estimating root zone storage capacity from flux measurements
31. Solar Induced Fluorescence measured from satellite sensors captures mostly structural than physiological responses to environmental stressors
32. Predicting the Optical Properties of Arbitrarily Shaped Black Carbon Aerosols with Graph Neural Networks
33. Increased vulnerability of European ecosystems to two consecutive extreme summers
34. Patterns of plant rehydration and growth following pulses of soil moisture availability
35. Long-term relative decline in evapotranspiration with increasing runoff on fractional land surfaces
36. Supplementary material to "Long-term relative decline in evapotranspiration with increasing runoff on fractional land surfaces"
37. Supplementary material to "Patterns of plant rehydration and growth following pulses of soil moisture availability"
38. Patterns of plant rehydration and growth following pulses of soil moisture availability
39. Heat stored in the Earth system: where does the energy go?
40. Emergent constraints on Equilibrium Climate Sensitivity in CMIP5: do they hold for CMIP6?
41. Amazon rainforest increases photosynthesis in reponse to atmospheric dryness
42. The vertical moisture structure and precipitation intensity distributions associated with tropical convective systems
43. Conflicting drivers of land carbon uptake variability reconciled by land-atmosphere coupling
44. Constraining uncertainty in projected gross primary production with machine learning
45. Drivers of vegetation activity during European summers: A causal inference approach applied to solar-induced fluorescence observations
46. Heat stored in the Earth system: Where does the energy go? The GCOS Earth heat inventory team
47. Deep Learning based cloud parametrization for the Community Atmosphere Model
48. Review of Aouade et al.
49. Land–atmosphere interactions in the tropics – a review
50. Reviews and syntheses: Turning the challenges of partitioning ecosystem evaporation and transpiration into opportunities
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