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Mapping Poverty through Data Integration and Artificial Intelligence
Mapping Poverty through Data Integration and Artificial Intelligence
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Mapping Poverty through Data Integration and Artificial Intelligence

A Special Supplement of the Key Indicators for Asia and the Pacific
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Description

This special supplement to the Key Indicators for Asia and the Pacific 2020 discusses how poverty estimates can be enhanced by integrating household surveys and censuses with data extracted from satellite imagery. As part of a special ADB knowledge initiative, computer vision techniques and machine-learning algorithms were applied on datasets from the Philippines and Thailand to demonstrate increased granularity of poverty estimation using artificial intelligence. The report identifies practical considerations and technical requirements for this novel approach to mapping the spatial distribution of poverty. It also outlines the investments required by national statistics offices to fully capitalize on the benefits of incorporating innovative data sources into conventional work programs.
Release date Australia
March 30th, 2021
Pages
54
Audience
  • Professional & Vocational
Dimensions
216x280x4
ISBN-13
9789292623135
Product ID
34180902

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