长江流域资源与环境 >> 2022, Vol. 31 >> Issue (9): 2035-2047.doi: 10.11870/cjlyzyyhj202209015

• 生态环境 • 上一篇    下一篇

西南地区PM2.5人口暴露风险时空演变及与景观格局关联分析
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李琛1,吴映梅1*,高彬嫔1,钱婧2,3   

  1. (1. 云南师范大学地理学部,云南 昆明 650500;2. 武汉大学资源与环境科学学院,湖北 武汉 430079;3. 地理信息系统教育部重点实验室,湖北 武汉 430079)
  • 出版日期:2022-09-20 发布日期:2022-09-29

Spatialotemporal Evolution of PM2.5 Population  Exposure Risk and Correlation With Landscape Patterns in Southwest China

LI Chen1, WU Ying-mei1, GAO Bin-pin1, QIAN Jing2,3   

  1. (1. Faculty of Geography, Yunnan Normal University, Kunming 650500, Yunnan, China; 2. School of Resource and 
    Environmental Sciences, Wuhan University, Wuhan 430079, China; 3. The Key Laboratory of 
    Geographic Information System, Wuhan 430079, China)
  • Online:2022-09-20 Published:2022-09-29

摘要: 大气PM2.5污染是我国重大的生态环境问题之一,分析PM2.5污染及其人口暴露风险时空演变特征,揭示景观格局对大气PM2.5浓度变化的影响,对揭示大气污染格局,进而改善人居环境具有重要意义。以PM2.5、人口格网数据为基础,采用暴露风险模型、趋势分析模型探究西南地区2000~2020年PM2.5人口暴露风险的时空演变特征,并基于3期土地利用数据,在最佳移动窗口的基础上测算景观格局指数,运用相关系数法揭示景观格局与PM2.5及其人口暴露风险关系。结果表明:(1)研究期内西南地区及各省年均PM2.5浓度整体呈先缓慢上升再快速下降的特点,其空间分布存在显著的东西差异。(2)PM2.5人口暴露风险空间分布格局各年均较为相似,较高、高和极高风险区多分布于人口集中的城镇地区。从空间变化看,PM2.5人口暴露风险极显著下降区多出现在各地级市中心城区,极显著上升区多出现在城区边缘及中小城镇。(3)在各类型景观格局特征中,景观所占比例对PM2.5浓度的影响最为显著,但不同景观中边缘密度、形状指数和平均斑块面积也发挥不同的作用。在整体景观格局特征中,景观破碎化程度、斑块形状复杂度及蔓延度的提高,将会导致PM2.5年均浓度及其人口暴露风险的增强。

Abstract: Atmospheric PM2.5 pollution is one of the major ecological and environmental problems in China. It is important to investigate the spatial and temporal evolution characteristics of PM2.5 pollution and its population exposure risk, and to reveal the influence of landscape pattern on atmospheric PM2.5 pollution, in order to reveal the atmospheric pollution pattern and then improve the human living environment. Based on PM2.5 and population grid data, exposure risk model and trend analysis model were used to explore the spatialotemporal evolution characteristics of PM2.5 population exposure risk in southwest China from 2000 to 2020. In this study, the landscape pattern index was measured based on the best moving window using 3-period land use data, and the correlation coefficient method was used to reveal the relationship between the landscape pattern and PM2.5 and its population exposure risk in the study area. The results show that:(1) The overall annual average PM2.5 concentration in the southwest region and provinces showed a slow increase and then a rapid decrease during the study period, and there were significant east-west differences in its spatial distribution.(2) The spatial distribution pattern of PM2.5 population exposure risk was relatively similar in all years, and the high, higher and very high risk areas were mostly distributed in urban areas with concentrated population. In terms of spatial variation, the areas with very significant decrease in PM2.5 population exposure risk were mostly found in the central urban areas of prefecture-level cities, and the areas with very significant increase were mostly found in the urban fringe and small and medium-sized towns.(3) Among the landscape pattern characteristics in Southwest China, the proportion of landscape has a significant effect on PM2.5 concentration, but the edge density, shape index and average patch area also play different roles in different landscapes. Within the overall landscape pattern characteristics, increases in landscape fragmentation, patch shape complexity and sprawl would lead to higher annual average PM2.5 concentrations and their enhanced risk with population exposure.

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