Geographical data mining aims to identify areas and populations that are at risk from disasters, enabling targeted preparedness and mitigation measures.

Geographical data mining for disaster management utilizes a wide range of data sources, including satellite imagery, census data, social media data, and other relevant datasets.

Spatial analysis plays a crucial role in geographical data mining for disaster management, enabling the identification of patterns, creation of visualizations, and development of predictive models.

Cluster analysis is a data mining technique that groups similar data points together, allowing for the identification of vulnerable areas and populations based on shared characteristics.

Geographical data mining employs various techniques, including historical data analysis, machine learning, and real-time data integration, to predict the occurrence and severity of disasters.

Early warning systems developed using geographical data mining play a vital role in providing timely alerts, facilitating evacuation and response efforts, and ultimately reducing the impact of disasters.

Geographical data mining contributes to disaster impact assessment and recovery efforts by analyzing damage data, estimating impacts, and supporting the coordination of relief and recovery activities.

Odisha is frequently affected by cyclones, floods, and droughts, making it one of the most disaster-prone states in India.

The NDMA, NIDM, and the Disaster Management Act, 2005 are key components of India's disaster management framework.

SAR, optical imagery, and LiDAR are all employed for disaster monitoring and damage assessment due to their ability to provide valuable information about affected areas.

Geospatial data plays a crucial role in disaster risk reduction by informing various aspects, including vulnerability assessment, land use planning, and mitigation measures.

Delhi is located in a seismically active zone and has experienced several major earthquakes in the past.

PMFBY, NAIS, and WBCIS are all government programs that provide financial assistance to farmers affected by natural disasters.

Assam is prone to flooding due to its location in the Brahmaputra River basin.

VDMCs are local committees that play a crucial role in promoting community-based disaster preparedness and response.