Author

Deepak Dagar

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Open access Sep 2026

Flood Risk Assessment using Unimodal Modality-based on Only Visual Features for Land Management

Floods pose a serious threat to infrastructure, human livelihood and the environment worldwide. Increasing climate variability and rapid development have intensified the need for effective flood risk assessment methods. Conventional approaches generally depend on multimodal datasets comprising geospatial, hydrological...

D. S., Deepak Dagar · Disaster Advances · 0 citations

Open access Sep 2026

Flood Risk Assessment using Visual Features by Transfer Learning of Pretrained Algorithm

Overall, transfer learning using visual features from pre-trained models provides a scalable, accurate and efficient solution for flood risk mapping and early warning systems.

D. S., Deepak Dagar · Disaster Advances · 0 citations