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Monitoring and modelling of informal settlements - A review on recent developments and challenges

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References

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Cited by

2020Slums, Space, and State of Health—A Link between Settlement Morphology and Health Data51 cited
2019predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning47 cited
2018Urban Development in West Africa—Monitoring and Intensity Analysis of Slum Growth in Lagos: Linking Pattern and Process45 cited
2018Determining Factors for Slum Growth with Predictive Data Mining Methods41 cited

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2019Simulating slum growth in Lagos: An integration of rule based and empirical based model37 cited

2020Determinants of residential location choices by slum dwellers in Lagos megacity37 cited

2023Spatiotemporal development of informal settlements in Cape Town, 2000 to 2020: An open data approach35 cited

2023Mapping the emerging forms of informality: A comparative morphogenesis of villages-in-the-city in Vietnam33 cited

2022Modelling and simulating ‘informal urbanization’: An integrated agent-based and cellular automata model of urban residential growth in Ghana23 cited

2022Identifying, projecting, and evaluating informal urban expansion spatial patterns15 cited

2019How dynamic are slums? EO-based assessment of Kibera’s morphologic transformation13 cited

2021Analysis of the Living Conditions at eZakheleni Informal Settlement of Durban: Implications for Community Revitalization in South Africa10 cited

2023Testing the Informal Development Stages Framework Globally: Exploring Self-Build Densification and Growth in Informal Settlements9 cited

2025Identifying the Spatial Coverage of Informal Settlements in Addis Ababa, Ethiopia, for Better Management and Policy Directions7 cited

2024Urban informality in Nigeria: a midsized city perspective5 cited

2021Hazard Level of Slum Areas in Palembang City5 cited