- Article
Geoinformatics and Machine Learning for Shoreline Change Monitoring: A 35-Year Analysis of Coastal Erosion in the Upper Gulf of Thailand
- Chakrit Chawalit,
- Wuttichai Boonpook,
- Asamaporn Sitthi,
- Kritanai Torsri,
- Daroonwan Kamthonkiat,
- Yumin Tan,
- Apised Suwansaard and
- Attawut Nardkulpat
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 alg...

