Hybrid modeling of evapotranspiration: inferring stomatal and aerodynamic resistances using combined physics-based and machine learning

The process of evapotranspiration transfers liquid water from vegetation and soil surfaces to the atmosphere, the so-called latent heat flux ( ${Q_{{\text{LE}}}}$ ), and modulates the Earth’s energy, water, and carbon cycle. Vegetation controls ${Q_{{\text{LE}}}}$ by regulating leaf stomata opening...

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Principais autores:	Reda ElGhawi, Basil Kraft, Christian Reimers, Markus Reichstein, Marco Körner, Pierre Gentine, Alexander J Winkler
פורמט:	Artigo
שפה:	Inglês
יצא לאור:	IOP Publishing 2023-01-01
סדרה:	Environmental Research Letters
נושאים:	hybrid modeling physics-constrained machine learning multi-task learning evapotranspiration surface resistance
גישה מקוונת:	https://doi.org/10.1088/1748-9326/acbbe0
תגים:	הוספת תג אין תגיות, היה/י הראשונ/ה לתייג את הרשומה!