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Spatial Information Gaps on Deprived Urban Areas (Slums) in Low-and-Middle-Income-Countries: A User-Centered Approach
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Spatial Information Gaps on Deprived Urban Areas (Slums) in Low-and-Middle-Income-Countries: A User-Centered Approach (2021)Spatial Information Gaps on Deprived Urba…The Role of Earth Observation in an Integrated Deprived Area Mapping “System” for Low-to-Middle Income Countries (2020)The Role of Earth Observation…Slum Health: Arresting COVID-19 and Improving Well-Being in Urban Informal Settlements (2020)Slum Health: Arresting COVID-…Need for an Integrated Deprived Area “Slum” Mapping System (IDEAMAPS) in Low- and Middle-Income Countries (LMICs) (2020)Need for an Integrated Depriv…Web-based participatory mapping in informal settlements: The slums of Caracas, Venezuela (2019)Web-based participatory mappi…The Sustainable Development Goals Report 2019 (2019)The Sustainable Development G…The Scope of Earth-Observation to Improve the Consistency of the SDG Slum Indicator (2018)The Scope of Earth-Observatio…The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data (2018)The morphology of the Arrival…Detecting and mapping slums using open data: a case study in Kenya (2018)Detecting and mapping slums u…Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data (2017)Detecting social groups from …The history, geography, and sociology of slums and the health problems of people who live in slums (2016)The history, geography, and s…Improving the health and welfare of people who live in slums (2016)Improving the health and welf…Mapping slums using spatial features in Accra, Ghana (2015)Mapping slums using spatial f…Mapping the Slums of Dhaka from 2006 to 2010 (2014)Mapping the Slums of Dhaka fr…Spatio-temporal modelling of informal settlement development in Sancaktepe district, Istanbul, Turkey (2010)Spatio-temporal modelling of …Participant Observation as a Data Collection Method (2008)Participant Observation as a …Mapping Urban Poverty for Local Governance in an Indian Mega-City: The Case of Delhi (2008)Mapping Urban Poverty for Loc…User and data-centric artificial intelligence for mapping and benchmarking urban deprivation for a global sample of cities (2026)User and data-centric artific…A transferable and interpretable approach to slum mapping using building morphometrics and optical imagery (2026)A transferable and interpreta…Using comparative approaches to model deprivation in Antananarivo, Madagascar: A multidimensional analysis using principal components analysis and weighting system across meso and macro scales (2025)Using comparative approaches …Responsible Artificial Intelligence for Earth Observation: Achievable and realistic paths to serve the collective good (2025)Responsible Artificial Intell…Putting the Invisible on the Map: Low-Cost Earth Observation for Mapping and Characterizing Deprived Urban Areas (Slums) (2024)Putting the Invisible on the …Mapping the margins: A systematic scoping review of the impact of digital mapping on public participation in informal settlements (2024)Mapping the margins: A system…IDEAMAPS: Modelling Sub-Domains of Deprivation with EO and AI (2024)IDEAMAPS: Modelling Sub-Domai…Crossing Boundaries: The Ethics of AI and Geographic Information Technologies (2024)Crossing Boundaries: The Ethi…Methods to assess spatio-temporal changes of slum populations (2023)Methods to assess spatio-temp…IDeaMapSudan: Geo-Spatial Modelling of Urban Poverty (2023)IDeaMapSudan: Geo-Spatial Mod…Data and Urban Poverty: Detecting and Characterising Slums and Deprived Urban Areas in Low- and Middle-Income Countries (2023)Data and Urban Poverty: Detec…Housing forms of poverty in Europe - A categorization based on literature research and satellite imagery (2022)Housing forms of poverty in E…An approach to differentiate informal settlements using spectral, texture, geomorphology and road accessibility metrics (2013)The emergence of slums: A contemporary view on simulation models (2014)The Millennium Development Goals Report (2018)The varying driving forces of urban expansion in China: Insights from a spatial-temporal analysis (2018)Handbook of Qualitative Research (1994)Qualitative research and case study applications in education (1998)Handling the Hawthorne effect: The challenges surrounding a participant observer (2014)Motivation to Participate in an Online Citizen Science Game (2015)The Interpretation of Cultures (2017)Enhancing the sample diversity of snowball samples: Recommendations from a research project on anti-dam movements in Southeast Asia (2018)Development as Freedom (1999)GIS and Multicriteria Decision Analysis (2000)Development as Freedom (2009)Understanding heterogeneity in metropolitan India: The added value of remote sensing data for analyzing sub-standard residential areas (2010)(Re-)Conceptualizing water inequality in Delhi, India through a feminist political ecology framework (2011)“Domains of deprivation framework” for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review (2022)World Health Statistics (1949)Migration unemployment and development: a two-sector analysis. 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References

  • 2019The Sustainable Development Goals Report 20193,543 cited
  • 2008Participant Observation as a Data Collection Method1,215 cited
  • 2016The history, geography, and sociology of slums and the health problems of people who live in slums774 cited
  • 2020Slum Health: Arresting COVID-19 and Improving Well-Being in Urban Informal Settlements586 cited
  • 2016Improving the health and welfare of people who live in slums304 cited
  • 2018The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data195 cited
  • 2010Spatio-temporal modelling of informal settlement development in Sancaktepe district, Istanbul, Turkey167 cited
  • 2008Mapping Urban Poverty for Local Governance in an Indian Mega-City: The Case of Delhi136 cited
  • 2017Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data122 cited
  • 2018The Scope of Earth-Observation to Improve the Consistency of the SDG Slum Indicator101 cited
  • 2020Need for an Integrated Deprived Area “Slum” Mapping System (IDEAMAPS) in Low- and Middle-Income Countries (LMICs)93 cited
  • 2020The Role of Earth Observation in an Integrated Deprived Area Mapping “System” for Low-to-Middle Income Countries80 cited
  • 2014Mapping the Slums of Dhaka from 2006 to 201055 cited
  • 2019Web-based participatory mapping in informal settlements: The slums of Caracas, Venezuela

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49 cited
  • 2018Detecting and mapping slums using open data: a case study in Kenya47 cited
  • 2015Mapping slums using spatial features in Accra, Ghana42 cited
  • Cited by

    • 2024Crossing Boundaries: The Ethics of AI and Geographic Information Technologies29 cited
    • 2025Responsible Artificial Intelligence for Earth Observation: Achievable and realistic paths to serve the collective good21 cited
    • 2024Mapping the margins: A systematic scoping review of the impact of digital mapping on public participation in informal settlements13 cited
    • 2022Housing forms of poverty in Europe - A categorization based on literature research and satellite imagery12 cited
    • 2023Methods to assess spatio-temporal changes of slum populations11 cited
    • 2023Data and Urban Poverty: Detecting and Characterising Slums and Deprived Urban Areas in Low- and Middle-Income Countries9 cited
    • 2023IDeaMapSudan: Geo-Spatial Modelling of Urban Poverty8 cited
    • 2026User and data-centric artificial intelligence for mapping and benchmarking urban deprivation for a global sample of cities6 cited
    • 2024IDEAMAPS: Modelling Sub-Domains of Deprivation with EO and AI6 cited
    • 2024Putting the Invisible on the Map: Low-Cost Earth Observation for Mapping and Characterizing Deprived Urban Areas (Slums)4 cited
    • 2026A transferable and interpretable approach to slum mapping using building morphometrics and optical imagery3 cited
    • 2025Using comparative approaches to model deprivation in Antananarivo, Madagascar: A multidimensional analysis using principal components analysis and weighting system across meso and macro scales3 cited