Geoinformatics and Machine Learning for Shoreline Change Monitoring: A 35-Year Analysis of Coastal Erosion in the Upper Gulf of Thailand

Geoinformatics and Machine Learning for Shoreline Change Monitoring: A 35-Year Analysis of Coastal Erosion in the Upper Gulf of Thailand

Coastal erosion is a critical environmental challenge in the Upper Gulf of Thailand, driven by both natural processes and human activities. This study analyzes 35 years (1988–2023) of shoreline changes using geoinformatics, machine learning algorithms (Random Forest, Support Vector Machine, Maximum...

詳細記述

書誌詳細
主要な著者: Chakrit Chawalit, Wuttichai Boonpook, Asamaporn Sitthi, Kritanai Torsri, Daroonwan Kamthonkiat, Yumin Tan, Apised Suwansaard, Attawut Nardkulpat
フォーマット: 論文
言語:English
出版事項: MDPI AG 2025-02-01
シリーズ:ISPRS International Journal of Geo-Information
主題:
coastal erosion
machine learning
shoreline extraction
Upper Gulf of Thailand
remote sensing
digital shoreline analysis system (DSAS)
オンライン･アクセス:https://www.mdpi.com/2220-9964/14/2/94

インターネット

https://www.mdpi.com/2220-9964/14/2/94

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