Global long term daily 1 km surface soil moisture dataset with physics informed machine learning
Abstract 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 s...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2023-02-01
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| Series: | Scientific Data |
| Online Access: | https://doi.org/10.1038/s41597-023-02011-7 |