Global long term daily 1 km surface soil moisture dataset with physics informed machine learning

Although soil moisture is a key factor of hydrologic and climate applications, global continuous high resolution soil moisture datasets are still limited. Here we use physics-informed machine learning to generate a global, long-term, spatially continuous high resolution dataset of surface soil moist...

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Detalles Bibliográficos
Autores principales: Han, Qianqian, Zeng, Yijian, Zhang, Lijie, Wang, Chao, Prikaziuk, Egor, Niu, Zhenguo, Su, Bob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Data Descriptor
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938112/
https://www.ncbi.nlm.nih.gov/pubmed/36805459
http://dx.doi.org/10.1038/s41597-023-02011-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938112/
https://www.ncbi.nlm.nih.gov/pubmed/36805459
http://dx.doi.org/10.1038/s41597-023-02011-7

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