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Effects of Urban Landscape Pattern on PM2.5 Pollution—A Beijing Case Study

机译:城市景观格局对PM2.5污染的影响-以北京为例

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摘要

PM2.5 refers to particulate matter (PM) in air that is less than 2.5μm in aerodynamic diameter, which has negative effects on air quality and human health. PM2.5 is the main pollutant source in haze occurring in Beijing, and it also has caused many problems in other cities. Previous studies have focused mostly on the relationship between land use and air quality, but less research has specifically explored the effects of urban landscape patterns on PM2.5. This study considered the rapidly growing and heavily polluted Beijing, China. To better understand the impact of urban landscape pattern on PM2.5 pollution, five landscape metrics including PLAND, PD, ED, SHEI, and CONTAG were applied in the study. Further, other data, such as street networks, population density, and elevation considered as factors influencing PM2.5, were obtained through RS and GIS. By means of correlation analysis and stepwise multiple regression, the effects of landscape pattern on PM2.5 concentration was explored. The results showed that (1) at class-level, vegetation and water were significant landscape components in reducing PM2.5 concentration, while cropland played a special role in PM2.5 concentration; (2) landscape configuration (ED and PD) features at class-level had obvious effects on particulate matter; and (3) at the landscape-level, the evenness (SHEI) and fragmentation (CONTAG) of the whole landscape related closely with PM2.5 concentration. Results of this study could expand our understanding of the role of urban landscape pattern on PM2.5 and provide useful information for urban planning.
机译:PM2.5是指空气动力学直径小于2.5μm的空气中的颗粒物(PM),对空气质量和人体健康具有负面影响。 PM2.5是北京发生雾霾的主要污染物源,在其他城市也造成了很多问题。先前的研究主要集中在土地利用与空气质量之间的关系上,但是很少有研究专门探讨城市景观格局对PM2.5的影响。这项研究考虑了快速增长且污染严重的中国北京。为了更好地理解城市景观格局对PM2.5污染的影响,本研究采用了五个景观指标,包括PLAND,PD,ED,SHEI和CONTAG。此外,还通过RS和GIS获得了其他数据,例如街道网络,人口密度和海拔高度(这些因素被视为影响PM2.5的因素)。通过相关分析和逐步多元回归,探讨了景观格局对PM2.5浓度的影响。结果表明:(1)在植被一级,植被和水是降低PM2.5浓度的重要景观成分,而农田在PM2.5浓度中起特殊作用; (2)班级景观配置(ED和PD)特征对颗粒物有明显影响; (3)在景观水平上,整个景观的均匀度(SHEI)和破碎度(CONTAG)与PM2.5浓度密切相关。这项研究的结果可以扩大我们对城市景观格局对PM2.5的作用的理解,并为城市规划提供有用的信息。

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  • 年(卷),期 -1(10),11
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  • 页码 e0142449
  • 总页数 20
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  • 入库时间 2022-08-21 11:14:04

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