Assessing Derawan Island’s Coral Reefs over Two Decades: A Machine Learning Classification Perspective

Keyphrases

• Coral Reefs 100%
• Machine Learning Classification 100%
• Derawan 100%
• Sentinel-2 66%
• Environmental Monitoring 66%
• Aerial Photos 66%
• Coral Reef Habitat 66%
• Landsat 9 66%
• Support Vector Machine 33%
• Dynamic Nature 33%
• Machine Learning 33%
• Classification Accuracy 33%
• Motivation 33%
• Landsat 7 33%
• Reef Area 33%
• Random Forest Algorithm 33%
• Image Data 33%
• Conservation Efforts 33%
• Conservation Strategies 33%
• Machine Learning Algorithms 33%
• Dynamic Change 33%
• Random Forest 33%
• Classification and Regression Tree 33%
• Temporal Change 33%
• Aerial Image 33%
• Support Vector Classification 33%
• Coral Habitat 33%
• High-resolution Data 33%
• Ecological Change 33%
• Ecologically Fragile Areas 33%
• Non-Parametric Machine Learning 33%
• Advanced Machine Learning 33%
• Advanced Analytical Techniques 33%

Earth and Planetary Sciences

• Coral Reef 100%
• Machine Learning 100%
• Landsat 40%
• Sentinel-2 40%
• Environmental Monitoring 40%
• Support Vector Machine 40%
• Landsat 7 20%
• Ecologically Sensitive Area 20%