A machine learning approach for mapping surface urban heat island using environmental and socioeconomic variables: a case study in a medium-sized Brazilian city
Michelle Taís Garcia Furuya, Danielle Elis Garcia Furuya, Lucas Oliveira, Paulo Antônio Silva, Rejane Ennes Cicerelli, Wesley Nunes Gonçalves, José Marcato, Lucas Prado Osco, Ana Paula Marques Ramos
Topics & Concepts
Socioeconomic statusUrban heat islandWork (physics)Decision treeRandom forestMachine learningCensusGeographyComputer scienceEnvironmental scienceMeteorologyEngineeringPopulationSociologyDemographyMechanical engineeringUrban Heat Island MitigationUrban Green Space and HealthBuilding Energy and Comfort Optimization