Impact of Urban Ecological Space on PM2.5 Pollution Considering Spatial Spillover Effect
Large cities are the key areas to control air pollution in China.However,existing research focuses on how to reduce anthropogenic pollution emissions from the source.Little attention has been paid to how to reduce air pollution caused by established anthropogenic emissions by optimizing the ecological structure of cities.In view of this,this study takes Wuhan city with severe air pollution and tight ecological land as an example.We use the team's high-resolution and high-precision PM2.5 data inverted based on big data and artificial intelligence,combined with land use transfer matrix and multiple regression model,to explore the reduction effect and spatial spillover effect of urban ecological spaces with different structures in Wuhan on PM2.5 pollution in three phases of 2000,2010,and 2020.The research results indicated that:the urban ecological space in Wuhan can significantly reduce PM2.5 pollution,the direct reduction amounts for the three phases are 7.62 pg/m3,16.52 pg/m3 and 3.64 μg/m3 respectively.The direct reduction effect is the main channel for reducing PM2.5 pollution in urban ecological spaces.The urban ecological space in Wuhan has a significant spatial spillover effect in reducing PM2.5 pollution,the indirect reductions generated through spillover effects are 2.13 pg/m3,2.77 pg/m3 and 0.93 pg/m3,respectively,which are far less than the direct reductions,but cannot be ignored.When the scale of ecological space is fixed,the direct reduction effect of different urban ecological spaces on PM2.5 pollution is consistent,while the indirect reduction effect is significantly different.Compared to planar structures,the linear ecological space has a more significant indirect reduction effect on PM2.5 pollution,and the difference is more significant with the increase of scale.The results of this study cannot only enrich the research perspective of the environmental effects of urban ecological space,but also provide new thinking for air pollution control in large cities.
urban ecological spacePM2.5 pollutionspatial spillover effectecological space structure