A machine learning framework for urban heat mitigation in informal settlements: Climate-resilient planning in Kabul, Afghanistan
Emal Ahmad Hussainzad, Zhonghua Gou
Topics & Concepts
Human settlementUrban heat islandInformal settlementsBoosting (machine learning)AridUrban planningPopulationComputer scienceEnvironmental scienceUrban climateClimate changeEnvironmental resource managementLand-use planningGeographySeven Management and Planning ToolsSustainabilityMeteorologyEnvironmental planningSustainable developmentUrban sustainabilityPredictive modellingMultivariate statisticsGradient boostingMultivariate analysisEnvironmental economicsThermal comfortMachine learningVegetation (pathology)ClimatologyMegacityGlobal SouthUrban Heat Island MitigationBuilding Energy and Comfort OptimizationClimate Change and Health Impacts