QUANTIFYING THE FRAGILITY OF CORAL REEFS TO HURRICANE IMPACTS: A CASE STUDY OF THE FLORIDA KEYS AND PUERTO RICO

Quantifying the fragility of coral reefs to hurricane impacts: a case study of the Florida Keys and Puerto Rico

Ecosystems like coral reefs mitigate rising coastal flood risks, but investments into their conservation remain low relative to the investments into engineered risk-mitigation structures.One reason is that quantifying the risk-reduction benefits of coral reefs requires an estimate of their fragility to severe stresses.Engineered structures typicall

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Enhancing Remote Sensing Semantic Segmentation Accuracy and Efficiency Through Transformer and Knowledge Distillation

In semantic segmentation tasks, the transition from convolutional neural networks (CNNs) to transformers is driven by the latter's superior ability to capture global semantic information in remote sensing images.However, most transformer methods face challenges such as slow inference speed and limitations in capturing local features.To addre

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