Knowledge graph centered on Community Land Model (CLM) with 73 nodes and 156 connections. Top connected: Spruce, snowpack persistence, leaf water content, Crested Butte, evapotranspiration.
Used Community Land Model to simulate evapotranspiration components at high spatiotemporal resolution over a mountainous watershed with detailed soil layering and vegetation parameterization. Model separately calculates soil evaporation, canopy evaporation, and transpiration based on mass and energy balance equations.
Synthesized from method descriptions across 2 papers using this protocol.
Steps below were extracted from the most recent peer-reviewed implementation of this protocol in the corpus — A deep learning hybrid predictive modeling (HPM) approach for estimating evapotranspiration and ecosystem respiration (2021), Hydrology and Earth Systems Science. Implementations in other papers (listed below) may differ.