Global Facility for Disaster Reduction and Recovery (GFDRR)

An independent validation framework for assessing the accuracy and biases of globally available satellite-derived building datasets

Geoanalytics for climate and disaster risk screening

The Risk Data Library Standard (RDLS) is an open data standard to make it easier to work with disaster and climate risk data. It provides a common description of the data used and produced in risk assessments, including hazard, exposure, vulnerability, and modelled loss, or impact, data.

Main risk data library website

Development of an urban data tracker, part of the RDL project

Mapillary street-level coverage of schools (SIRS West Africa)

Compare open school-location sources (OpenStreetMap vs Overture Maps) over satellite imagery - SIRS West Africa.

Per-school public-vs-private ownership classifier (SIRS). Benin pilot, open methodology.

Interactive dashboard for World Bank-funded DEM procurement metadata (GFDRR DEM for Resilience)