Mapping The Spatial Distribution Of Poverty Using Satellite Imagery In Thailand

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Mapping the Spatial Distribution of Poverty Using Satellite Imagery in Thailand

Author : Asian Development Bank
Publisher : Asian Development Bank
ISBN 13 : 9292627694
Total Pages : 141 pages
Book Rating : 4.2/5 (926 download)

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Book Synopsis Mapping the Spatial Distribution of Poverty Using Satellite Imagery in Thailand by : Asian Development Bank

Download or read book Mapping the Spatial Distribution of Poverty Using Satellite Imagery in Thailand written by Asian Development Bank and published by Asian Development Bank. This book was released on 2021-04-01 with total page 141 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Mapping the Spatial Distribution of Poverty Using Satellite Imagery in the Philippines

Author : Asian Development Bank
Publisher : Asian Development Bank
ISBN 13 : 9292621327
Total Pages : 159 pages
Book Rating : 4.2/5 (926 download)

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Book Synopsis Mapping the Spatial Distribution of Poverty Using Satellite Imagery in the Philippines by : Asian Development Bank

Download or read book Mapping the Spatial Distribution of Poverty Using Satellite Imagery in the Philippines written by Asian Development Bank and published by Asian Development Bank. This book was released on 2021-03-01 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Mapping Poverty Through Data Integration and Artificial Intelligence

Author : Asian Development Bank
Publisher :
ISBN 13 : 9789292623135
Total Pages : 54 pages
Book Rating : 4.6/5 (231 download)

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Book Synopsis Mapping Poverty Through Data Integration and Artificial Intelligence by : Asian Development Bank

Download or read book Mapping Poverty Through Data Integration and Artificial Intelligence written by Asian Development Bank and published by . This book was released on 2020-09 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

#Help

Author : Fleur Johns
Publisher : Oxford University Press
ISBN 13 : 0197648878
Total Pages : 281 pages
Book Rating : 4.1/5 (976 download)

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Book Synopsis #Help by : Fleur Johns

Download or read book #Help written by Fleur Johns and published by Oxford University Press. This book was released on 2023-02-14 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like many other areas of life, humanitarian practice and thinking are being transformed by information and communications technology. Despite this, the growing digitization of humanitarianism has been a relatively unnoticed dimension of global order. Based on more than seven years of data collection and interdisciplinary research, #Help presents a ground-breaking study of digital humanitarianism and its ramifications for international law and politics. Global problems and policies are being reconfigured, regulated, and addressed through digital interfaces developed for humanitarian ends. #Help analyses how populations, maps, and emergencies take shape on the global plane when given digital form and explores the reorientation of nation states' priorities and practices of governing around digital data collection imperatives. This book also illuminates how the growing prominence of digital interfaces in international humanitarian work is sustained and shaped by law and policy. #Help reveals new vectors of global inequality and new forms of global relation taking effect in the here and now. To understand how major digital platforms are seeking to extend their serviceable lives, and to see how global order might take shape in the future, it is essential to grasp the perils and possibilities of digital humanitarianism. #Help will transform thinking about what is at stake in the use of digital interfaces in the humanitarian field and about how, where, and for whom we are making the global order of tomorrow.

Sustainable Development and Geospatial Technology

Author : Chetan Sharma
Publisher : Springer Nature
ISBN 13 : 3031656830
Total Pages : 295 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Sustainable Development and Geospatial Technology by : Chetan Sharma

Download or read book Sustainable Development and Geospatial Technology written by Chetan Sharma and published by Springer Nature. This book was released on with total page 295 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Poverty from Space

Author : Ryan Engstrom
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (125 download)

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Book Synopsis Poverty from Space by : Ryan Engstrom

Download or read book Poverty from Space written by Ryan Engstrom and published by . This book was released on 2017 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Can features extracted from high spatial resolution satellite imagery accurately estimate poverty and economic well-being? This paper investigates this question by extracting object and texture features from satellite images of Sri Lanka, which are used to estimate poverty rates and average log consumption for 1,291 administrative units (Grama Niladhari divisions). The features that were extracted include the number and density of buildings, prevalence of shadows, number of cars, density and length of roads, type of agriculture, roof material, and a suite of texture and spectral features calculated using a nonoverlapping box approach. A simple linear regression model, using only these inputs as explanatory variables, explains nearly 60 percent of poverty headcount rates and average log consumption. In comparison, models built using night-time lights explain only 15 percent of the variation in poverty or income. The predictions remain accurate when restricting the sample to poorer Gram Niladhari divisions. Two sample applications, extrapolating predictions into adjacent areas and estimating local area poverty using an artificially reduced census, confirm the out-of-sample predictive capabilities.

Remote Sensing of Night-time Light

Author : Christopher Elvidge
Publisher : Taylor & Francis
ISBN 13 : 1000431061
Total Pages : 310 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Remote Sensing of Night-time Light by : Christopher Elvidge

Download or read book Remote Sensing of Night-time Light written by Christopher Elvidge and published by Taylor & Francis. This book was released on 2021-08-09 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Satellite images acquired at night provide a visually arresting perspective of the Earth and the human activities that light up the otherwise mostly dark Earth. These night-time light satellite images can be compiled into a geospatial time series that represent an invaluable source of information for both the natural and social sciences. Night-time light remote sensing has been shown to be particularly useful for a range of natural science and social science applications, including studies relating to urban development, demography, sociology, fishing activity, light pollution and the consequences of civil war. Key sensors for these time-series include the Defense Meteorological Satellite Program’s Operational Linescan System (DMSP/OLS) and the Suomi National Polar-orbiting Partnership Satellite’s Visible Infrared Imaging Radiometer Suite Day/Night Band (Suomi NPP/VIIRS DNB). An increasing number of alternative sources are also available, including high spatial resolution and multispectral sensors. This book captures key methodological issues associated with pre-processing night-time light data, documents state of the art analysis methods, and explores a wide range of applications. Major sections focus on NPP/VIIRS DNB processing; inter-calibration between NPP/VIIRS and DMPS/OLS; applications associated with socio-economic activities, applications in monitoring urbanization; and fishing activity monitoring. The chapters in this book were originally published as a special issue of the International Journal of Remote Sensing.

Geographical Targeting for Poverty Alleviation

Author : David Bigman
Publisher : World Bank Publications
ISBN 13 : 9780821346259
Total Pages : 328 pages
Book Rating : 4.3/5 (462 download)

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Book Synopsis Geographical Targeting for Poverty Alleviation by : David Bigman

Download or read book Geographical Targeting for Poverty Alleviation written by David Bigman and published by World Bank Publications. This book was released on 2000-01-01 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: .."in many developing countries, there are large differences in economic conditions and the standard of living between regions, and even between communities within the same region. In many countries, poverty has a clear geographic dimension, since the poor are often concentrated in pockets of poverty. Therefore, the design of poverty alleviation policies must also have a signficant spatial component." Although development projects are carefully designed and meticulously evaluated for cost effectiveness and benefits, too many of them are not sufficiently targeted geographically. The growing availability and use of spatial data, organized in a computer system such as a geographical information system (GIS), makes it more feasible to analyze the impact of projects in specific locales and to achieve more effective targeting. 'Geographical Targeting for Poverty Alleviation' introduces the basic concepts of a GIS. It also demonstrates how to organize geographic and nongeographic data. In addition, it presents different methods for using the data of the Household Income and Expenditure Survey, together with other surveys and the population census, to provide estimates for the standard of living and the incidence of poverty incidence in different geographical areas of a country. Ultimately, these estimates should be used to establish guidelines for targeting poverty alleviation projects. This publication illustrates different GIS applications for identifying the project's target population, determining the project's spatial 'sphere of influence' or deciding where to locate public facilities. This publication is of interest to task managers, economists, development researchers, and geographers.

Poverty and Government Policy in Thailand

Author : Suphat Suphachalasai
Publisher :
ISBN 13 :
Total Pages : 50 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Poverty and Government Policy in Thailand by : Suphat Suphachalasai

Download or read book Poverty and Government Policy in Thailand written by Suphat Suphachalasai and published by . This book was released on 1991 with total page 50 pages. Available in PDF, EPUB and Kindle. Book excerpt: TWorking Paper No. 91/12' from the National Centre for Development Studies at the ANU. This paper examines the reasons for poverty in Thailand, assesses the effectiveness of the policies currently being employed to alleviate poverty and recommends policies which could be introduced to ease poverty.

Spatial Analysis and Modeling in Geographical Transformation Process

Author : Yuji Murayama
Publisher : Springer Science & Business Media
ISBN 13 : 9400706715
Total Pages : 301 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Spatial Analysis and Modeling in Geographical Transformation Process by : Yuji Murayama

Download or read book Spatial Analysis and Modeling in Geographical Transformation Process written by Yuji Murayama and published by Springer Science & Business Media. This book was released on 2011-02-26 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: Currently, spatial analysis is becoming more important than ever because enormous volumes of spatial data are available from different sources, such as GPS, Remote Sensing, and others. This book deals with spatial analysis and modelling. It provides a comprehensive discussion of spatial analysis, methods, and approaches related to human settlements and associated environment. Key contributions with empirical case studies from Iran, Philippines, Vietnam, Thailand, Nepal, and Japan that apply spatial analysis including autocorrelation, fuzzy, voronoi, cellular automata, analytic hierarchy process, artificial neural network, spatial metrics, spatial statistics, regression, and remote sensing mapping techniques are compiled comprehensively. The core value of this book is a wide variety of results with state of the art discussion including empirical case studies. It provides a milestone reference to students, researchers, planners, and other practitioners dealing the spatial problems on urban and regional issues. We are pleased to announce that this book has been presented with the 2011 publishing award from the GIS Association of Japan. We would like to congratulate the authors!

Introduction to Small Area Estimation Techniques

Author : Asian Development Bank
Publisher : Asian Development Bank
ISBN 13 : 9292622234
Total Pages : 152 pages
Book Rating : 4.2/5 (926 download)

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Book Synopsis Introduction to Small Area Estimation Techniques by : Asian Development Bank

Download or read book Introduction to Small Area Estimation Techniques written by Asian Development Bank and published by Asian Development Bank. This book was released on 2020-05-01 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This guide to small area estimation aims to help users compile more reliable granular or disaggregated data in cost-effective ways. It explains small area estimation techniques with examples of how the easily accessible R analytical platform can be used to implement them, particularly to estimate indicators on poverty, employment, and health outcomes. The guide is intended for staff of national statistics offices and for other development practitioners. It aims to help them to develop and implement targeted socioeconomic policies to ensure that the vulnerable segments of societies are not left behind, and to monitor progress toward the Sustainable Development Goals.

Google Earth Engine Applications

Author : Lalit Kumar
Publisher : MDPI
ISBN 13 : 3038978841
Total Pages : 420 pages
Book Rating : 4.0/5 (389 download)

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Book Synopsis Google Earth Engine Applications by : Lalit Kumar

Download or read book Google Earth Engine Applications written by Lalit Kumar and published by MDPI. This book was released on 2019-04-23 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a rapidly changing world, there is an ever-increasing need to monitor the Earth’s resources and manage it sustainably for future generations. Earth observation from satellites is critical to provide information required for informed and timely decision making in this regard. Satellite-based earth observation has advanced rapidly over the last 50 years, and there is a plethora of satellite sensors imaging the Earth at finer spatial and spectral resolutions as well as high temporal resolutions. The amount of data available for any single location on the Earth is now at the petabyte-scale. An ever-increasing capacity and computing power is needed to handle such large datasets. The Google Earth Engine (GEE) is a cloud-based computing platform that was established by Google to support such data processing. This facility allows for the storage, processing and analysis of spatial data using centralized high-power computing resources, allowing scientists, researchers, hobbyists and anyone else interested in such fields to mine this data and understand the changes occurring on the Earth’s surface. This book presents research that applies the Google Earth Engine in mining, storing, retrieving and processing spatial data for a variety of applications that include vegetation monitoring, cropland mapping, ecosystem assessment, and gross primary productivity, among others. Datasets used range from coarse spatial resolution data, such as MODIS, to medium resolution datasets (Worldview -2), and the studies cover the entire globe at varying spatial and temporal scales.

East Asia's Changing Urban Landscape

Author : World Bank
Publisher : World Bank Publications
ISBN 13 : 1464803641
Total Pages : 183 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis East Asia's Changing Urban Landscape by : World Bank

Download or read book East Asia's Changing Urban Landscape written by World Bank and published by World Bank Publications. This book was released on 2015-01-07 with total page 183 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study uses satellite imagery and population data for the decade 2000 to 2010 in order to map urban areas and populations across the entire East Asia region, identifying 869 urban areas with populations over 100,000, allowing us for the first time to understand patterns in urbanization in East Asia.

Atlas of Thailand

Author : Doryane Kermel-Torrès
Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Atlas of Thailand by : Doryane Kermel-Torrès

Download or read book Atlas of Thailand written by Doryane Kermel-Torrès and published by . This book was released on 2004 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: This atlas portrays Thailand's spatial structures and presents the country's social and economic development in a territorial context. The Kingdom of Thailand has undergone many changes throughout its long history, and most recently during its vigorous growth from the middle of the 1980s. The maps and text give a comprehensive interpretation of Thailand's internal dynamics as well as its regional and global integration. This is the first atlas of its kind for Thailand. It includes a wide range of spatial information and maps using various computer-assisted techniques. Seventy plates of maps, accompanied with commentary, cover significant topics such as: Thailand's relation to the world-system, its place in Eastern Asia, and its population, infrastructure, urban network, production, income, education, intra-regional dynamics. The volume brings together experts in a variety of fields and methods. It will be a valuable tool for teachers and students, planners and entrepreneurs -- indeed, for anyone eager to understand recent changes and prepare future diagnoses. Book jacket.

Remote Sensing Handbook for Tropical Coastal Management

Author : Edmund Peter Green
Publisher : Unesco
ISBN 13 :
Total Pages : 356 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Remote Sensing Handbook for Tropical Coastal Management by : Edmund Peter Green

Download or read book Remote Sensing Handbook for Tropical Coastal Management written by Edmund Peter Green and published by Unesco. This book was released on 2000 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook provides a detailed evaluation of what can realistically be achieved by remote sensing in an operational coastal management context. It takes the user through the planning and implementation of remote sensing projects from the setting of realistic objectives, deciding which imagery will be most appropriate to achieve those objectives, the acquisition, geometric and radiometric correction of imagery, the field survey methods needed to ground-truth the imagery and guide image classification, the image processing techniques required to optimise outputs, through the image interpretation and evaluation of the accuracy of outputs. Linked to the Handbook is a computer-based remote sensing distance-learning module: Applications of satellite and airborne image data to coastal management available free of charge via www.unesco.bilko.org

Which Way to Livable and Productive Cities?

Author : Kirsten Hommann
Publisher : World Bank Publications
ISBN 13 : 1464814058
Total Pages : 59 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Which Way to Livable and Productive Cities? by : Kirsten Hommann

Download or read book Which Way to Livable and Productive Cities? written by Kirsten Hommann and published by World Bank Publications. This book was released on 2019-04-18 with total page 59 pages. Available in PDF, EPUB and Kindle. Book excerpt: For African cities to grow economically as they have grown in size, they must create productive environments to attract investments, increase economic efficiency, and create livable environments that prevent urban costs from rising with increased population densification. What are the central obstacles that prevent African cities and towns from becoming sustainable engines of economic growth and prosperity? Among the most critical factors that limit the growth and livability of urban areas are land markets, investments in public infrastructure and assets, and the institutions to enable both. To unleash the potential of African cities and towns for delivering services and employment in a livable and environmentally friendly environment, a sequenced approach is needed to reform institutions and policies and to target infrastructure investments. This book lays out three foundations that need fixing to guide cities and towns throughout Sub-Saharan Africa on their way to productivity and livability.

Multitemporal Remote Sensing

Author : Yifang Ban
Publisher : Springer
ISBN 13 : 331947037X
Total Pages : 448 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Multitemporal Remote Sensing by : Yifang Ban

Download or read book Multitemporal Remote Sensing written by Yifang Ban and published by Springer. This book was released on 2016-12-01 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by world renowned scientists, this book provides an excellent overview of a wide array of methods and techniques for the processing and analysis of multitemporal remotely sensed images. These methods and techniques include change detection, multitemporal data fusion, coarse-resolution time series processing, and interferometric SAR multitemporal processing, among others. A broad range of multitemporal datasets are used in their methodology demonstrations and application examples, including multispectral, hyperspectral, SAR and passive microwave data. This book features a variety of application examples covering both land and aquatic environments. Land applications include urban, agriculture, habitat disturbance, vegetation dynamics, soil moisture, land surface albedo, land surface temperature, glacier and disaster recovery. Aquatic applications include monitoring water quality, water surface areas and water fluctuation in wetland areas, spatial distribution patterns and temporal fluctuation trends of global land surface water, as well as evaluation of water quality in several coastal and marine environments. This book will help scientists, practitioners, students gain a greater understanding of how multitemporal remote sensing could be effectively used to monitor our changing planet at local, regional, and global scales.