Fine monitoring method for mangrove wetland ecosystem based on sentinel data fusion and RF optimization
The study introduces the Sentinel Data Fusion and RF Optimization-Based Monitoring Model for Mangrove Wetlands (SDF-RF). This novel model integrates advanced satellite data processing (Sentinel series) with machine learning (Random Forest algorithm) to achieve fine-grained image segmentation and 3D...
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| Main Authors: | Shuwen Wang, Taisi Chen, Zimin Li, Haitao Sang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-12-01
|
| Series: | Systems and Soft Computing |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772941925001954 |
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