Environmental Science
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Machine Learning Models for Predicting Coral Reef Bleaching Events
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Keywords: coral reef machine learning climate change marine ecology
Abstract
A comprehensive review and meta-analysis of machine learning approaches for predicting coral reef bleaching events. We evaluate 47 studies and propose a unified framework combining satellite imagery, ocean temperature data, and species-specific vulnerability indices.
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