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Validation practices for satellite soil moisture retrievals: What are (the) errors? Remote Sensing of Environment

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NOAA Institutional Repository2022-12-22 更新2026-04-25 收录
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https://doi.org/10.1016/j.rse.2020.111806
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资源简介:
This paper presents a community effort to develop good practice guidelines for the validation of global coarse-scale satellite soil moisture products. We provide theoretical background, a review of state-of-the-art methodologies for estimating errors in soil moisture data sets, practical recommendations on data pre-processing and presentation of statistical results, and a recommended validation protocol that is supplemented with an example validation exercise focused on microwave-based surface soil moisture products. We conclude by identifying research gaps that should be addressed in the near future.
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NOAA
创建时间:
2022-12-22
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