A Guidebook on Mapping Poverty through Data Integration and Artificial Intelligence

A Guidebook on Mapping Poverty through Data Integration and Artificial Intelligence

Paperback (30 Nov 2021)

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Publisher's Synopsis

This guidebook identifies tools and resources that can help generate poverty statistics using satellite imagery, geospatial data, and machine-learning algorithms to augment conventional data collection and sample survey techniques.

The "leave no one behind" principle of the 2030 Agenda for Sustainable Development requires appropriate indicators to be estimated for different segments of a country's population. The guidebook was based on a feasibility study by ADB, in collaboration with the Philippine Statistics Authority, the National Statistical Office of Thailand, and the World Data Lab, that aimed to enhance the granularity, cost-effectiveness, and compilation of high-quality poverty statistics. It also serves as an accompanying guide to the Key Indicators for Asia and the Pacific 2020 special supplement focusing on mapping poverty estimates.

Book information

ISBN: 9789292627850
Publisher: Asian Development Bank
Imprint: Asian Development Bank
Pub date:
DEWEY: 339.460285
DEWEY edition: 23
Language: English
Number of pages: 272
Weight: 333g
Height: 280mm
Width: 216mm
Spine width: 19mm