We have recently proposed a data assimilation approach to estimate an improved suite of products from one or multiple satellite data. The general idea is to use ...
Feb 29, 2024 · A data assimilation approach for simultaneously estimating a suite of land surface variables from satellite data. July 2017.
Bibliographic details on A data assimilation approach for simultaneously estimating a suite of land surface variables from satellite data.
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Mar 19, 2024 · Land Data Assimilation (LDA) integrates numerical models with observation data to enhance predictions of key variables related to land surface ...
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The paper presents a motion estimation method based on data assimilation in a dynamic model, named Image Model, expressing the physical evolution of a quantity ...
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In this work, we describe a sequential data assimilation extension of LIS that incorporates multiple observational sources, land surface models and assimilation ...
Most DA systems use satellite observations that are directly related to land surface state variables (e.g., soil moisture, temperature, vegetation, snow) to ...
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The experiment results are discussed in section 4, which explores different combinations of radar and satellite data assimilated (separately and jointly), ...
Nov 2, 2020 · proposed a simultaneous optimization and data assimilation method (SODA) to estimate time-invariant parameters while updating state variables.
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ECMWF aims to analyse the full state of the Earth system from the atmosphere and ocean through to the land surface and cryosphere. This is intended to be ...
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