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A reduced latency regional gap-filling method for SMAP using random forest regression

The soil moisture active/passive (SMAP) mission represents a significant advance in measuring soil moisture from satellites. However, its large spatial-temporal data gaps limit the use of its values in near-real-time (NRT) applications. Considering this, the study uses NRT operational metadata (prec...

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Detalles Bibliográficos
Autores principales: Wang, Xiaoyi, Lü, Haishen, Crow, Wade T., Corzo, Gerald, Zhu, Yonghua, Su, Jianbin, Zheng, Jingyao, Gou, Qiqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9817173/
https://www.ncbi.nlm.nih.gov/pubmed/36619984
http://dx.doi.org/10.1016/j.isci.2022.105853