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10.3390/ijerph18042135

http://scihub22266oqcxt.onion/10.3390/ijerph18042135
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33671707!7927029!33671707
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suck abstract from ncbi


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pmid33671707      Int+J+Environ+Res+Public+Health 2021 ; 18 (4): ä
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  • COVID-19: A Comparative Study of Population Aggregation Patterns in the Central Urban Area of Tianjin, China #MMPMID33671707
  • Zeng P; Sun Z; Chen Y; Qiao Z; Cai L
  • Int J Environ Res Public Health 2021[Feb]; 18 (4): ä PMID33671707show ga
  • When a public health emergency occurs, a potential sanitation threat will directly change local residents' behavior patterns, especially in high-density urban areas. Their behavior pattern is typically transformed from demand-oriented to security-oriented. This is directly manifested as a differentiation in the population distribution. This study based on a typical area of high-density urban area in central Tianjin, China. We used Baidu heat map (BHM) data to calculate full-day and daytime/nighttime state population aggregation and employed a geographically weighted regression (GWR) model and Moran's I to analyze pre-epidemic/epidemic population aggregation patterns and pre-epidemic/epidemic population flow features. We found that during the COVID-19 epidemic, the population distribution of the study area tended to be homogenous clearly and the density decreased obviously. Compared with the pre-epidemic period: residents' demand for indoor activities increased (average correlation coefficient of the floor area ratio increased by 40.060%); traffic demand decreased (average correlation coefficient of the distance to a main road decreased by 272%); the intensity of the day-and-night population flow declined significantly (its extreme difference decreased by 53.608%); and the large-living-circle pattern of population distribution transformed to multiple small-living circles. This study identified different space utilization mechanisms during the pre-epidemic and epidemic periods. It conducted the minimum living security state of an epidemic-affected city to maintain the operation of a healthy city in the future.
  • |*COVID-19[MESH]
  • |*Spatial Regression[MESH]
  • |*Urban Population[MESH]
  • |China/epidemiology[MESH]
  • |Cities[MESH]
  • |Demography[MESH]


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