Accurate Identification of Micro-scale Urban Functional Zones from the Perspective of Spatial Dialectic

Research Square (Research Square), Год журнала: 2023, Номер unknown

Опубликована: Сен. 9, 2023

Abstract With the advancement of global urbanization, accurate identification urban functional zones has become a crucial task for high-quality development cities. Traditional methods that rely on POI data are insufficient to accurately identify micro-scale zones. Thus, this study proposes novel method identifying based VOI (Volume Interest) and applies it small region in Hong Kong comparative research. Subsequently, accuracy two is assessed using confusion matrix Kappa Coefficient. The results show contains richer more comprehensive spatial information compared data, enabling superior representation connections influences among different within can be applied analyse other cities, providing new perspective in-depth

Язык: Английский

Accurate Identification of Micro-scale Urban Functional Zones from the Perspective of Spatial Dialectic

Research Square (Research Square), Год журнала: 2023, Номер unknown

Опубликована: Сен. 9, 2023

Abstract With the advancement of global urbanization, accurate identification urban functional zones has become a crucial task for high-quality development cities. Traditional methods that rely on POI data are insufficient to accurately identify micro-scale zones. Thus, this study proposes novel method identifying based VOI (Volume Interest) and applies it small region in Hong Kong comparative research. Subsequently, accuracy two is assessed using confusion matrix Kappa Coefficient. The results show contains richer more comprehensive spatial information compared data, enabling superior representation connections influences among different within can be applied analyse other cities, providing new perspective in-depth

Язык: Английский