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Urban risk and planning

This theme contributes to the understanding of urban risk, which includes urban hazards, exposure and vulnerability. It also covers aspects related to improving awareness, as well as local governance and local capacity to effectively reduce disaster risk.

Latest Urban risk & planning additions in the Knowledge Base

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Using machine learning to build safer cities thumbnail
Documents and publications

This study models landslide susceptibility in eThekwini, South Africa, after the April 2022 floods, using Random Forest and SVM. Land use, elevation, NDVI, and lithology were key factors, with most housing located in low-susceptibility areas.

Nature Scientific Reports