The use of artificial intelligence to determine neighborhood typologies for the Netherlands

Activity: Talk or presentationInvited talkAcademic


A novel approach to categorizing Dutch neighborhoods into distinct typologies using artificial intelligence. Undertaken by the Climate Resilient Cities team at the Amsterdam University of Applied Sciences, the study aims to enhance urban climate adaptation strategies. It details the assembly and processing of extensive geospatial datasets, employing a Random Forest Classifier for accurate neighborhood classification. The research culminates in an updated Dutch neighborhood typologies map, offering insights into tailored climate adaptation measures. Additionally, plans for an interactive dashboard to further aid in climate resilience are discussed, underscoring the significance of precise, localized classifications in urban planning.
Period27 Mar 2023
Event title2nd 4TU/14 UAS Research Day on Digitalization of the Built Environment 2023
Event typeConference
LocationEindhoven, NetherlandsShow on map
Degree of RecognitionNational