Monitoring the Area Change in the Three Gorges Reservoir Riparian Zone Based on Genetic Algorithm Optimized Machine Learning Algorithms and Sentinel-1 Data

Monitoring the Area Change in the Three Gorges Reservoir Riparian Zone Based on Genetic Algorithm Optimized Machine Learning Algorithms and Sentinel-1 Data

Riparian zones play a critical role in ecosystems. Accurately extracting the area of a riparian zone in open water is challenging due to human activities and climate change. This study used Sentinel-1 satellite data to investigate the capabilities of the support vector machine, extreme gradient boos...

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Bibliographic Details
Main Authors: Baisheng Xu, Wei Wu, Haohui Ye, Xinrong Li, Hongbin Liu
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Remote Sensing
Subjects:
riparian zones
support vector machine
remote sensing
extreme gradient boosting
Online Access:https://www.mdpi.com/2072-4292/15/23/5456

Internet

https://www.mdpi.com/2072-4292/15/23/5456

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