Study on soil moisture estimation using a three-frequency combination of observations integrated with robust estimation and machine learning
Abstract This study introduces two innovative methods—Three-frequency pseudorange combination (TFPC) and Three-frequency carrier phase combination (TFCPC)—for estimating soil moisture using GNSS-IR technology. Unlike traditional methods that require separating direct and reflected signals, these app...
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| Main Authors: | Yintao Liu, Chao Ren, Hongjuan Shao |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-09029-4 |
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