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The Impact of Vertical Measurement Depth on the Information Content of Soil Moisture for Latent Heat Flux Estimation
Publisher: American Meteorological Society
Abstract: his study aims to identify the impact of vertical support on the information content of soil moisture (SM) for latent heat flux estimation. This objective is achieved via calculation of the mutual information (MI) content ...
Benchmarking NLDAS-2 Soil Moisture and Evapotranspiration to Separate Uncertainty Contributions
Publisher: American Meteorological Society
Abstract: odel benchmarking allows us to separate uncertainty in model predictions caused by model inputs from uncertainty due to model structural error. This method is extended with a ?large sample? approach (using data from multiple ...
Parameter Sensitivity of the Noah-MP Land Surface Model with Dynamic Vegetation
Publisher: American Meteorological Society
Abstract: Abstract The Noah land surface model with multiple parameterization options (Noah-MP) includes a routine for the dynamic simulation of vegetation carbon assimilation and soil carbon decomposition processes. To use remote ...
Benchmarking and Process Diagnostics of Land Models
Publisher: American Meteorological Society
Abstract: AbstractWe propose a conceptual and theoretical foundation for information-based model benchmarking and process diagnostics that provides diagnostic insight into model performance and model realism. We benchmark against a ...
The Plumbing of Land Surface Models: Is Poor Performance a Result of Methodology or Data Quality?
Publisher: American Meteorological Society
Abstract: he Protocol for the Analysis of Land Surface Models (PALS) Land Surface Model Benchmarking Evaluation Project (PLUMBER) illustrated the value of prescribing a priori performance targets in model intercomparisons. It showed ...