📖
Unleashing the Power of Geospatial Analysis for Impact : The Need for Precise Project Geolocation Data
Raimondo, Estelle Rosine, Ziulu, Virginia, Metz, Bernhard, Ackerman, Jason, Donolo, Marcelo, Salimova, Bahar, Stewart, Benjamin P., De Witt, Wesley Ryan

Unleashing the Power of Geospatial Analysis for Impact : The Need for Precise Project Geolocation Data

Economics & Development Published 2026 Verification Pending

Overview & Synopsis

Precise project geolocation data is essential for the World Bank Group to deliver development outcomes at scale, measure impact, and manage risk efficiently. Yet most Bank-funded projects lack accurate location information, relying on coarse centroids defined at design, which constrains analysis, learning, and operational effectiveness. This gap forces teams into costly, error-prone georeferencing exercises and increases risks when applying AI tools to low-quality data. Establishing a centralized, standardized, and regularly updated geolocation dataset—with accurate GPS coordinates, appropriate metadata, and privacy safeguards—is therefore critical. The Geo-Enabling Initiative for Monitoring and Supervision (GEMS), hosted by DECDA, has supported over 1,400 projects globally.

Indexed from repository: World Bank Documents & Reports (documents.worldbank.org)
Loading document from verified source...
Keyboard Shortcuts: ← / → for pages • + / - for zoom • 0 to fit width Powered by Mozilla PDF.js v3.11

Document Information

Document Title Unleashing the Power of Geospatial Analysis for Impact : The Need for Precise Project Geolocation Data
Author / Organization Raimondo, Estelle Rosine, Ziulu, Virginia, Metz, Bernhard, Ackerman, Jason, Donolo, Marcelo, Salimova, Bahar, Stewart, Benjamin P., De Witt, Wesley Ryan
Subject & Discipline Working Paper
Categories Economics & Development
Publication Year 2026
License / Rights Creative Commons Attribution 4.0 (CC BY 4.0)
Resource Verification Listed PDF (Verification Pending)
Original Host Website World Bank Documents & Reports (documents.worldbank.org)
File Format application/pdf (Portable Document Format)
Language EN
Catalog ID DOC-172066
Original Source Link Visit Source Page on documents.worldbank.org »