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Evaluating the Performance of Land Surface Models
Publisher: American Meteorological Society
Abstract: This paper presents a set of analytical tools to evaluate the performance of three land surface models (LSMs) that are used in global climate models (GCMs). Predictions of the fluxes of sensible heat, latent heat, and net ...
Neural Error Regression Diagnosis (NERD): A Tool for Model Bias Identification and Prognostic Data Assimilation
Publisher: American Meteorological Society
Abstract: Data assimilation in the field of predictive land surface modeling is generally limited to using observational data to estimate optimal model states or restrict model parameter ranges. To date, very little work has attempted ...
Decadal Trends in Evaporation from Global Energy and Water Balances
Publisher: American Meteorological Society
Abstract: atellite and gridded meteorological data can be used to estimate evaporation (E) from land surfaces using simple diagnostic models. Two satellite datasets indicate a positive trend (first time derivative) in global available ...
SPECIAL—Savanna Patterns of Energy and Carbon Integrated across the Landscape
Publisher: American Meteorological Society
Abstract: are highly significant global ecosystems that consist of a mix of trees and grasses and that are highly spatially varied in their physical structure, species composition, and physiological function (i.e., leaf area and ...