Clustering Coping Capacity Using HCSS

Coping capacity, or the capability of individuals, communities, and societies to successfully respond to and recover from bad events, is a critical component of disaster risk reduction. Formulating successful disaster preparedness, response, and recovery plans requires understanding coping capacity. Building resilient communities that can face landslide difficulties and lowering susceptibility needs assessing and improving landslide coping capacity. Clustering based on the soft set method is used in this study to identify separate groups of communities with comparable coping ability features and to enable focused interventions and resource allocation. The experiment provides 3 clusters based on the Dunn Index value. The disaster risk knowledge score of C1 and C2 are obtained at 3 on average, while C2 is obtained at 1.67. The mitigation knowledge scores for C1,c2 and C2 are obtained 1.67, 3 and 2, respectively. Investigators or the government can use this to provide recommendations to determine different treatments and create sensible regulations to promote catastrophe risk reduction and neighbourhood safety in the area.