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Evaluation of Model Parameter Convergence when Using Data Assimilation for Soil Moisture Estimation
Publisher: American Meteorological Society
Abstract: ata assimilation (DA) methods are commonly used for finding a compromise between imperfect observations and uncertain model predictions. The estimation of model states and parameters has been widely recognized, but the ...
An Integrated Framework for a Joint Assimilation of Brightness Temperature and Soil Moisture Using the Nondominated Sorting Genetic Algorithm II
Publisher: American Meteorological Society
Abstract: his study has applied the Nondominated Sorting Genetic Algorithm II (NSGA-II) in a two-step assimilation procedure to jointly assimilate brightness temperature into a radiative transfer model and soil moisture into a land ...
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