UNDP RAPIDA

Fri, 01 Nov 2024 00:00:00 +0900

Period: November 2024 – August 2025

Organization: United Nations Development Programme (UNDP)

Links: GitHub (UNDP-Data/rapida) (BSD-3-Clause)

Overview

RAPIDA is a semi-automated geospatial analysis tool for rapid crisis response. When a crisis such as a natural disaster happens, it quickly assesses the exposure of people, assets and the economy within an area of interest by computing zonal statistics from curated global geospatial datasets. The results can be shared through UNDP GeoHub so that decision makers can use them right away.

Features

Fetches and curates administrative boundaries from OpenStreetMap and OCHA
Assesses multiple exposure components over an area of interest:
- Population: WorldPop (constrained, UN-adjusted)
- Buildings: merged Google, Microsoft and OpenStreetMap building footprints
- Electrical grid: predictive global distribution networks
- Roads: GRIP global roads dataset
- Land use: Sentinel-2 imagery with the Google Dynamic World model
- Socioeconomic: deprivation index, relative wealth index and GDP
Project management on UNDP Azure storage and publishing to GeoHub
Integration with JupyterHub for notebooks and visualization
Rich command line interface: init, auth, admin, create, assess, list, download, upload, publish, delete

Tech stack

Python, GDAL, rasterio, exactextract, GeoPandas, Click, Rich, Azure Blob Storage, JupyterHub

Python | JIN IGARASHI

UNDP RAPIDA

Overview

Features

Tech stack