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Putting the Invisible on the Map: Low-Cost Earth Observation for Mapping and Characterizing Deprived Urban Areas (Slums)
10 references·1 citing·51 second hopsampled
Putting the Invisible on the Map: Low-Cost Earth Observation for Mapping and Characterizing Deprived Urban Areas (Slums) (2024)Putting the Invisible on the Map: Low-Cos…Geospatial information needs for informal settlement upgrading – A review (2022)Geospatial information needs …“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)“Domains of deprivation frame…Spatial Information Gaps on Deprived Urban Areas (Slums) in Low-and-Middle-Income-Countries: A User-Centered Approach (2021)Spatial Information Gaps on D…Understanding the development patterns of informal settlements in Nairobi (2020)Understanding the development…Need for an Integrated Deprived Area “Slum” Mapping System (IDEAMAPS) in Low- and Middle-Income Countries (LMICs) (2020)Need for an Integrated Depriv…Informal settlement is not a euphemism for ‘slum’: what’s at stake beyond the language? (2020)Informal settlement is not a …Understanding Living Conditions and Deprivation in Informal Settlements of Kisumu, Kenya (2018)Understanding Living Conditio…The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data (2018)The morphology of the Arrival…The world’s user-generated road map is more than 80% complete (2017)The world’s user-generated ro…Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data (2017)Detecting social groups from …A transferable and interpretable approach to slum mapping using building morphometrics and optical imagery (2026)A transferable and interpreta…How Good is Volunteered Geographical Information? A Comparative Study of OpenStreetMap and Ordnance Survey Datasets (2010)Quality Assessment of the French OpenStreetMap Dataset (2010)A review of volunteered geographic information quality assessment methods (2016)Global maps of travel time to healthcare facilities (2020)Assessing bikeability with street view imagery and computer vision (2021)A spatio-temporal analysis investigating completeness and inequalities of global urban building data in OpenStreetMap (2023)The Challenge of Slums: Global Report on Human Settlements 2003 (2004)Planet of Slums (2006)The Millennium Development Goals Report (2018)The Scope of Earth-Observation to Improve the Consistency of the SDG Slum Indicator (2018)The similar size of slums (2018)World Urbanization Prospects (2005)World urbanization prospects (2014)Towards sustainable urban transition: A critical review of strategies and policies of urban village renewal in Shenzhen, China (2021)Counting and Multidimensional Poverty Measurement (2017)Integrating Urban Land Tenure Security in Health Determinants: The Design of Indicators for Measuring Land Tenure Security and Health Relationships in Developing Country Contexts (2022)The impact of disability-related deprivation on employment opportunity at the neighborhood level: does family socioeconomic status matter? (2023)Methodology for Prioritizing Sustainable Urban Regeneration Interventions in Informal Settlements: Case Study in Lima (2024)World Urbanization Prospects: The 1996 Revision (1998)Why India Cannot Plan Its Cities: Informality, Insurgence and the Idiom of Urbanization (2009)Slums, Space, and State of Health—A Link between Settlement Morphology and Health Data (2020)The Role of Earth Observation in an Integrated Deprived Area Mapping “System” for Low-to-Middle Income Countries (2020)Slum and urban deprivation in compacted and peri-urban neighborhoods in sub-Saharan Africa (2023)Freedom to Build: Dweller Control of the Housing Process. (1972)Misteri i Kapitalit (2000)The State of African Cities 2010: Governance, Inequality and Urban Land Markets (2011)Women-headed households and housing location preferences in the informal settlements: What can we learn from Luzira, Uganda? (2022)Governance challenges of regularisation of informal settlements in peri-urban Tanzania: perspectives from local stakeholders (2023)Community-driven informal settlement upgrading as an everyday practice: The role of urban and governance policies (2024)Civilization and Capitalism, 15th-18th Century (1981)Governing the Commons (1990)Urban Informality: Toward an Epistemology of Planning (2005)Earth Observation and Artificial Intelligence: Understanding emerging ethical issues and opportunities (2022)Politics and the Urban Frontier (2022)Advancing a slum–circular economy model for sustainability transition in cities of the Global South (2023)Participant Observation as a Data Collection Method (2008)The history, geography, and sociology of slums and the health problems of people who live in slums (2016)The Sustainable Development Goals Report 2019 (2019)Crossing Boundaries: The Ethics of AI and Geographic Information Technologies (2024)Mapping the margins: A systematic scoping review of the impact of digital mapping on public participation in informal settlements (2024)Responsible Artificial Intelligence for Earth Observation: Achievable and realistic paths to serve the collective good (2025)Development as Freedom (1999)Development and Distortion of Malaysian Public- Private Partnerships: Patronage, Privatised Profits and Pitfalls DOI: 10.1111/j.1467- 8500.2009.00655.x (2010)Systematic review or scoping review? Guidance for authors when choosing between a systematic or scoping review approach (2018)Fairness and accountability of AI in disaster risk management: Opportunities and challenges (2021)The economics of healthcare access: a scoping review on the economic impact of healthcare access for vulnerable urban populations in low- and middle-income countries (2022)A Global Estimate of the Size and Location of Informal Settlements (2024)Slum Health: Arresting COVID-19 and Improving Well-Being in Urban Informal Settlements (2020)Spatiotemporal development of informal settlements in Cape Town, 2000 to 2020: An open data approach (2023)Destigmatizing urban villages by examining their attractiveness: Quantification evidence from Shenzhen (2024)Towards SDG 11: Large-scale geographic and demographic characterisation of informal settlements fusing remote sensing, POI, and open geo-data (2024)
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References

  • 2017The world’s user-generated road map is more than 80% complete464 cited
  • 2018The morphology of the Arrival City - A global categorization based on literature surveys and remotely sensed data195 cited
  • 2017Detecting social groups from space – Assessment of remote sensing-based mapped morphological slums using income data122 cited
  • 2022“Domains of deprivation framework” for mapping slums, informal settlements, and other deprived areas in LMICs to improve urban planning and policy: A scoping review117 cited
  • 2020Need for an Integrated Deprived Area “Slum” Mapping System (IDEAMAPS) in Low- and Middle-Income Countries (LMICs)93 cited
  • 2020Informal settlement is not a euphemism for ‘slum’: what’s at stake beyond the language?80 cited
  • 2018Understanding Living Conditions and Deprivation in Informal Settlements of Kisumu, Kenya65 cited
  • 2020Understanding the development patterns of informal settlements in Nairobi42 cited
  • 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

Cited by

  • 2026A transferable and interpretable approach to slum mapping using building morphometrics and optical imagery3 cited

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