Abstract: Highlights•Deep learning models were proposed for natural disaster image classification.•The models assist in disaster management to help reduce the damage and losses from natural disasters.•Due to the use of Explainable AI techniques, Natural disaster management professionals without technical backgrounds will find the proposed approach very reliable.
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