Where are the Poor? Mapping Poverty Indicators Using Satellite Image and Other Data Sources PDF Download
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Author: G. Stewart
Publisher:
ISBN:
Category :
Languages : en
Pages : 61
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Book Description
Author: G. Stewart
Publisher:
ISBN:
Category :
Languages : en
Pages : 61
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Book Description
Author: Asian Development Bank
Publisher: Asian Development Bank
ISBN: 9292627694
Category : Business & Economics
Languages : en
Pages : 141
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Book Description
The “leave no one behind” principle of the 2030 Agenda for Sustainable Development requires appropriate indicators for different segments of a country’s population. This entails detailed, granular data on population groups that extend beyond national trends and averages. The Asian Development Bank (ADB), in collaboration with the National Statistical Office of Thailand and the Word Data Lab, conducted a feasibility study to enhance the granularity, cost-effectiveness, and compilation of high-quality poverty statistics in Thailand. This report documents the results of the study, providing insights on data collection requirements, advanced algorithmic techniques, and validation of poverty estimates using artificial intelligence to complement traditional data sources and conventional survey methods.
Author: Asian Development Bank
Publisher: Asian Development Bank
ISBN: 9292621327
Category : Business & Economics
Languages : en
Pages : 159
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Book Description
The “leave no one behind” principle of the 2030 Agenda for Sustainable Development requires appropriate indicators for different segments of a country’s population. This entails detailed, granular data on population groups that extend beyond national trends and averages. The Asian Development Bank, in collaboration with the Philippine Statistics Authority and the World Data Lab, conducted a feasibility study to enhance the granularity, cost-effectiveness, and compilation of high-quality poverty statistics in the Philippines. This report documents the results of the study, which capitalized on satellite imagery, geospatial data, and powerful machine learning algorithms to augment conventional data collection and sample survey techniques.
Author: Virginia Ziuli
Publisher:
ISBN:
Category :
Languages : en
Pages : 0
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Book Description
Geographically disaggregated poverty data are vital for better understanding development issues and ensuring development efforts are directed to the places where they are most needed. Poverty has traditionally been measured by data on consumption, income, or assets. However, recent advances in computing power and the emergence of new methods has made it increasingly feasible to produce reliable, cost-effective, and timely poverty maps by extracting features from novel data sources such as satellite imagery, call detail records, and internet connectivity indicators. This paper explores the methodological implications of using both traditional and novel data sources to generate poverty maps. Specifically, it examines the applications of (i) survey and census data; (ii) Global System for Mobile Communications, smartphone, and Wi-Fi indicators; (iii) call detail records; (iv) daytime and nighttime remote sensing imagery; and (v) the Survey of Well-being via Instant and Frequent Tracking for poverty mapping. Each section provides a brief overview of the data requirements, methodology, and applicability considerations of the data source under consideration. In addition, the paper discusses the usefulness and limitations of each approach in the field of evaluation, providing concrete examples of poverty maps created from each of the listed data sources.
Author: Norbert Henninger
Publisher:
ISBN:
Category : Poverty
Languages : en
Pages : 80
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Book Description
Publ. in association with UNEP/GRID-Arendal, Norway.
Author: Food and Agriculture Organization of the United Nations
Publisher: Food & Agriculture Org.
ISBN: 9251349681
Category : Social Science
Languages : en
Pages : 184
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Book Description
Reducing rural poverty is a key objective of FAO. To achieve this goal, the Organization must reach the poor and the extremely poor in rural areas, analysing their needs and aspirations and providing effective guidance for the design of policies and investments that foster inclusive and sustainable development. This guide was developed to strengthen the Organization’s work on rural poverty reduction and inclusivity over the coming years. It provides key information to measure poverty, characterize rural populations, and identify their constraints to target them more accurately. The guide includes five chapters. Chapter 1 explains the structure, content, and use of the guide, as well as its intended users and objectives. Chapter 2 discusses how poverty is measured, focusing on the different indicators that can be used, depending on the context, specific circumstances, data availability and policy objectives. Chapter 3 provides guidance on how to build a poverty profile and produce poverty maps to understand who the poor are and where they are located. Chapter 4 focuses on the targeting process, on various targeting techniques and on how to choose one over another to ensure that programmes and projects effectively combat poverty, particularly in rural areas. Finally, Chapter 5 sets the next steps for the development of further analytical guides. The various chapters provide an overview of both widely used and emerging techniques in poverty analysis, focusing on quantitative methods, and giving constant attention to FAO’s areas of work and the challenges posed by operating in rural areas.
Author: Benjamin Davis
Publisher: Food & Agriculture Org.
ISBN: 9789251049204
Category : Business & Economics
Languages : en
Pages : 64
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Book Description
Presents and compares a large selection of poverty and food-security mapping methodologies in use. The choice of a poverty-mapping methodology depends on a number of logical and legitimate considerations, such as the objectives of the poverty mapping exercise, philosophical views on poverty, limits on data and analytical capacity, and cost.
Author:
Publisher:
ISBN: 9789292623142
Category : Artificial intelligence
Languages : en
Pages : 54
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Book 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.
Author: UNESCO
Publisher: UNESCO Publishing
ISBN: 9231005170
Category : Political Science
Languages : en
Pages : 70
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Book Description
Author: Tara Bedi
Publisher: World Bank Publications
ISBN: 0821369326
Category : Social Science
Languages : en
Pages : 308
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Book Description
The allocation of resources and the design of policies tailored to local-level conditions require highly disaggregated information. Data on poverty at the local level is typically not available because most household surveys are not representative past the regional level. This volume aims to promote the effective use of Small Area Estimation poverty maps in policy making. It presents the range of policies and interventions which have been informed by poverty maps, focusing on the political economy of poverty maps and the key elements to their effective use by policy makers. The volume also looks at the future of poverty maps in terms of new techniques and new areas of application.
