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Detecting and mapping slums using open data: a case study in Kenya
16 references·12 citing·43 second hop
Detecting and mapping slums using open data: a case study in Kenya (2018)Detecting and mapping slums using open da…The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data (2018)The morphology of the Arrival…Modifiable Areal Unit Problem (2017)Modifiable Areal Unit ProblemMapping poverty using mobile phone and satellite data (2017)Mapping poverty using mobile …Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data (2017)Detecting social groups from …The study of slums as social and physical constructs: challenges and emerging research opportunities (2016)The study of slums as social …Millennium Development Goals Report (2016)Millennium Development Goals …Assessing Completeness and Spatial Error of Features in Volunteered Geographic Information (2013)Assessing Completeness and Sp…Socio-economic aspects of improved sanitation in slums: A review (2011)Socio-economic aspects of imp…Spatio-temporal modelling of informal settlement development in Sancaktepe district, Istanbul, Turkey (2010)Spatio-temporal modelling of …How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)How Good is Volunteered Geogr…The 2005 census and mapping of slums in Bangladesh: design, select results and application (2009)The 2005 census and mapping o…Mapping Urban Poverty for Local Governance in an Indian Mega-City: The Case of Delhi (2008)Mapping Urban Poverty for Loc…Urbanization in developing countries: Current trends, future projections, and key challenges for sustainability (2005)Urbanization in developing co…The Challenge of slums: global report on human settlements, 2003 (2004)The Challenge of slums: globa…Combining Incompatible Spatial Data (2002)Combining Incompatible Spatia…Ecological Correlations and the Behavior of Individuals (1950)Ecological Correlations and t…Geospatial micro-estimates of slum populations in 129 Global South countries using machine learning and public data (2026)Geospatial micro-estimates of…A transferable and interpretable approach to slum mapping using building morphometrics and optical imagery (2026)A transferable and interpreta…Mapping the field of sustainable slum upgrading: A comprehensive bibliometric analysis of global practices (2025)Mapping the field of sustaina…Towards SDG 11: Large-scale geographic and demographic characterisation of informal settlements fusing remote sensing, POI, and open geo-data (2024)Towards SDG 11: Large-scale g…Green mining in China: Fintech's contribution to enhancing innovation performance aimed at sustainable and digital transformation in the mining sector (2024)Green mining in China: Fintec…Mapping Deprived Urban Areas Using Open Geospatial Data and Machine Learning in Africa (2023)Mapping Deprived Urban Areas …Capturing deprived areas using unsupervised machine learning and open data: a case study in São Paulo, Brazil (2023)Capturing deprived areas usin…Geospatial information needs for informal settlement upgrading – A review (2022)Geospatial information needs …Spatial Information Gaps on Deprived Urban Areas (Slums) in Low-and-Middle-Income-Countries: A User-Centered Approach (2021)Spatial Information Gaps on D…Mapping the Morphology of Urban Deprivation (2021)Mapping the Morphology of Urb…IMMerSe: An integrated methodology for mapping and classifying precarious settlements (2021)IMMerSe: An integrated method…Extending Data for Urban Health Decision-Making: a Menu of New and Potential Neighborhood-Level Health Determinants Datasets in LMICs (2019)Extending Data for Urban Heal…The world is flat: a brief history of the twenty-first century (2006)Citizens as sensors: the world of volunteered geography (2007)OpenStreetMap: User-Generated Street Maps (2008)Researching Volunteered Geographic Information: Spatial Data, Geographic Research, and New Social Practice (2011)Assuring the quality of volunteered geographic information (2012)Citizen Science and Volunteered Geographic Information: Overview and Typology of Participation (2012)World Urbanization Prospects: The 1996 Revision (1998)The Challenge of Slums: Global Report on Human Settlements 2003 (2004)Evolution and assessment on China's urbanization 1960–2010: Under-urbanization or over-urbanization? 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References

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  • 2005Urbanization in developing countries: Current trends, future projections, and key challenges for sustainability1,900 cited
  • 2017Modifiable Areal Unit Problem1,879 cited
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  • 2010How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets1,640 cited
  • 2002Combining Incompatible Spatial Data758 cited
  • 2004The Challenge of slums: global report on human settlements, 2003688 cited
  • 2017Mapping poverty using mobile phone and satellite data329 cited
  • 2016The study of slums as social and physical constructs: challenges and emerging research opportunities254 cited
  • 2018The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data195 cited
  • 2011Socio-economic aspects of improved sanitation in slums: A review189 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
  • 2009The 2005 census and mapping of slums in Bangladesh: design, select results and application134 cited

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  • 2013Assessing Completeness and Spatial Error of Features in Volunteered Geographic Information132 cited
  • 2017Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data122 cited
  • Cited by

    • 2022Geospatial information needs for informal settlement upgrading – A review41 cited
    • 2021Spatial Information Gaps on Deprived Urban Areas (Slums) in Low-and-Middle-Income-Countries: A User-Centered Approach38 cited
    • 2024Towards SDG 11: Large-scale geographic and demographic characterisation of informal settlements fusing remote sensing, POI, and open geo-data31 cited
    • 2019Extending Data for Urban Health Decision-Making: a Menu of New and Potential Neighborhood-Level Health Determinants Datasets in LMICs30 cited
    • 2024Green mining in China: Fintech's contribution to enhancing innovation performance aimed at sustainable and digital transformation in the mining sector29 cited
    • 2023Mapping Deprived Urban Areas Using Open Geospatial Data and Machine Learning in Africa22 cited
    • 2023Capturing deprived areas using unsupervised machine learning and open data: a case study in São Paulo, Brazil15 cited
    • 2021IMMerSe: An integrated methodology for mapping and classifying precarious settlements14 cited
    • 2021Mapping the Morphology of Urban Deprivation7 cited
    • 2026Geospatial micro-estimates of slum populations in 129 Global South countries using machine learning and public data3 cited
    • 2025Mapping the field of sustainable slum upgrading: A comprehensive bibliometric analysis of global practices3 cited
    • 2026A transferable and interpretable approach to slum mapping using building morphometrics and optical imagery3 cited