Contributing Factors and Trend Prediction of Urban-Settled Population Distribution Based on Human Perception Measurement: A Study on Beijing, China

Population migration, accompanied by urbanization, has led to an increase in the urban-settled population. However, quantitative studies on distribution of population, especially at fine scale, are limited. This study explored relationship between characteristics human perceived environment and settled proposed a method predict trend Through semantic segmentation street view images accessibility calculation based traffic isochrone points-of-interest, we determined perception factors. The influence factors was quantified using geographic detector method, settlement intention index (SII) constructed combining analytic hierarchy process results indicated following. (1) Human one important influencing cycling facilities closely related (2) visibility green space with low independent portrayed strong enhancement interactive effect other (3) SII mapping Beijing showed that reliable. analyzes role shaping environment, provides reference for population-related urban planning problems.