Abstract:Based on the theory of spatial dependency in ecosystem service, a multiple linear regression was estimated, which used the data of land use and annual average PM2.5 concentration of Beijing in 2000 and 2015, and took land-use grids of 30m*30m as the research unit. The average PM2.5 concentration in ecological space was found to be 32.29% lower than that in non-ecological space. The result was subsequently adopted to analyze the function of ecological space to reduce PM2.5 and its spatial dependency. Results revealed that ecological space in Beijing reduced the PM2.5 concentration by 4.64 and 9.03μg/m3 in 2000 and 2015, respectively, and produced population health benefit amounting to 79.54~158.96 and 219.80~439.27million RMB; the performance of ecological space in reducing PM2.5 concentration presented a spatial spillover effect, triggering converse responses depending on the land use type; and both the structure and scale affected the functioning of ecological space, with linear-structured ones outperforming planar-structured ones in terms of the non-ecological area being affected, pollutant concentration reduction as well as health benefit, and such competitive advantage grew with the scale of ecological space. Therefore, making sophisticated use of the spatial characteristic of ecological space helps in promoting the ecological benefit as well as the effective use of resources. Adding small, dot or linear-structured ecological space in the metropolitan areas could maximize the ecological benefit under the land constraint.
吴健, 杨子涵, 胡蕾. 城市生态空间PM2.5削减效益研究——以北京市为例[J]. 中国环境科学, 2021, 41(10): 4916-4925.
WU Jian, YANG Zi-han, HU Lei. Effect and benefit of PM2.5 reduction from urban ecological space: The case of Beijing. CHINA ENVIRONMENTAL SCIENCECE, 2021, 41(10): 4916-4925.
王甫园,王开泳.城市化地区生态空间可持续利用的科学内涵[J]. 地理研究, 2018,37(10):1899-1914.Wang F Y, Wang K W. The scientific connotation of sustainable utilization of ecological space in urbanized areas[J]. Geographical Research, 2018,37(10):1899-1914.
[2]
Yang J, McBride J, Zhou J, et al. The urban forest in Beijing and its role in air pollution reduction[J]. Urban Forestry & Urban Greening, 2005,3(2):65-78.
[3]
Wu J, Xie W, Li W, et al. Effects of Urban Landscape Pattern on PM2.5 Pollution--A Beijing Case Study[J]. PLoS One, 2015,10(11):e0142449.
[4]
Chen M, Dai F, Yang B, et al. Effects of urban green space morphological pattern on variation of PM2.5 concentration in the neighborhoods of five Chinese megacities[J]. Building and Environment, 2019,158:1-15.
[5]
Matos P, Vieira J, Rocha B, et al. Modeling the provision of air-quality regulation ecosystem service provided by urban green spaces using lichens as ecological indicators[J]. Sci. Total Environ., 2019,665:521-530.
[6]
刘继来,刘彦随,李裕瑞.中国"三生空间"分类评价与时空格局分析[J]. 地理学报, 2017,72(7):1290-1304.Liu J L, Liu Y S, Li Y R. Classification evaluation and spatial-temporal analysis of "production-living-ecological" spaces in China[J]. Acta Geographica Sinica, 2017,72(7):1290-1304.
[7]
郑茜.武汉市生态空间评价与优化研究[D]. 武汉:华中师范大学, 2018.Zheng Q. A study on optimization and spatial estimate of ecological space in wuhan city[D]. Wuhan:Central China Normal University, 2018.
[8]
von Schneidemesser E, Steinmar K, Weatherhead E C, et al. Air pollution at human scales in an urban environment:Impact of local environment and vehicles on particle number concentrations[J]. Sci. Total. Environ, 2019,688:691-700.
[9]
Dadvand P, Rivas I, Basagana X, et al. The association between greenness and traffic-related air pollution at schools[J]. Sci. Total Environ., 2015,523:59-63.
[10]
Douglas A N J, Irga P J, Torpy F R. Determining broad scale associations between air pollutants and urban forestry:A novel multifaceted methodological approach[J]. Environ. Pollut., 2019,247:474-481.
[11]
Cho H-S, Choi M. Effects of compact urban development on air pollution:Empirical evidence from Korea[J]. Sustainability, 2014, 6(9):5968-5982.
[12]
Fan S, Li X, Han J, et al. Field assessment of the impacts of landscape structure on different-sized airborne particles in residential areas of Beijing, China[J]. Atmospheric Environment, 2017,166:192-203.
[13]
Syafei A D, Fujiwara A, Zhang J. Spatial and temporal factors of air quality in surabaya city:An analysis based on a multilevel model[J]. Procedia-Social and Behavioral Sciences, 2014,138:612-622.
[14]
Cavanagh J-A E, Zawar-Reza P, Wilson J G. Spatial attenuation of ambient particulate matter air pollution within an urbanised native forest patch[J]. Urban Forestry & Urban Greening, 2009,8(1):21-30.
[15]
Chen M, Dai F, Yang B, et al. Effects of neighborhood green space on PM2.5mitigation:Evidence from five megacities in China[J]. Building and Environment, 2019,156:33-45.
[16]
Janhäll S. Review on urban vegetation and particle air pollution-Deposition and dispersion[J]. Atmospheric Environment, 2015,105:130-137.
[17]
Sicard P, Agathokleous E, Araminiene V, et al. Should we see urban trees as effective solutions to reduce increasing ozone levels in cities?[J]. Environ Pollut, 2018,243(Pt A):163-176.
[18]
唐新明,刘浩,李京,等.北京地区霾/颗粒物污染与土地利用/覆盖的时空关联分析[J]. 中国环境科学, 2015,35(9):2561-2569.Tang X M, Liu H, Li J, et al. Response analysis of haze/particulate matter pollution to land use/cover in Beijing[J]. China Environmental Science, 2015,35(9):2561-2569.
[19]
Yang J, McBride J, Zhou J, et al. The urban forest in Beijing and its role in air pollution reduction[J]. Urban Forestry & Urban Greening, 2005,3(2):65-78.
[20]
Lewis D, Wu J. Land-use patterns and spatially dependent ecosystem services:Some microeconomic foundations[J]. International Review of Environmental and Resource Economics, 2015,8:191-223.
[21]
雷金睿,陈宗铸,吴庭天,等.海南岛东北部土地利用与生态系统服务价值空间自相关格局分析[J]. 生态学报, 2019,39(7):2366-2377.Lei J R, Chen Z Z, Wu T T, et al. Spatial autocorrelation pattern analysis of land use and the value of ecosystem services in northeast Hainan island[J]. Acta Ecologica Sinica, 2019,39(7):2366-2377.
[22]
Zhang Y, Liu Y F, Zhang Y, et al. On the spatial relationship between ecosystem services and urbanization:A case study in Wuhan, China[J]. Science of the Total Environment, 2018:637-638.
[23]
McDonald A G, Bealey W J, Fowler D, et al. Quantifying the effect of urban tree planting on concentrations and depositions of PM10 in two UK conurbations[J]. Atmospheric Environment, 2007,41(38):8455-8467.
[24]
Powe N A, Willis K G. Mortality and morbidity benefits of air pollution (SO2 and PM10) absorption attributable to woodland in Britain[J]. J Environ Manage, 2004,70(2):119-128.
[25]
毕凌岚.生态城市物质空间系统结构模式研究[D]. 重庆:重庆大学, 2004.Bi L L. Study on structure patternof Eco-city physical spatial system[D]. Chongqing:Chongqing University, 2004.
[26]
国务院.全国主体功能区规划[EB/OL]. http://www.gov.cn/zwgk/2011-06/08/content_1879180.htm.2011-06-08. State Counsil. National Major Functional Zoning Plan[EB/OL]. http://www.gov.cn/zwgk/2011-06/08/content_1879180.htm.2011-06-08.
[27]
国务院.全国国土规划纲要(2016-2030年)[EB/OL]. http://www.gov.cn/zhengce/content/2017-02/04/content_5165309.htm.2017-02-04. State Council. National Land Planning Outline (2016~2030)[EB/OL]. http://www.gov.cn/zhengce/content/2017-02/04/content_5165309.htm.2017-02-04.
[28]
北京市政府.北京市2013~2017年清洁空气行动计划[EB/OL]. http://www.beijing.gov.cn/zhengce/zfwj/zfwj/szfwj/201905/t20190523_72673.html.2013-09-12. Beijing Municipal Government. Beijing 2013-2017 Clean Air Action Plan[EB/OL]. http://www.beijing.gov.cn/zhengce/zfwj/zfwj/szfwj/201905/t20190523_72673.html.2013-09-12.
[29]
邹锦,颜文涛.存量背景下公园城市实践路径探索——公园化转型与网络化建构[J]. 规划师, 2020,36(15):25-31.Zou J, Yan W T. Exploration of park city development paths in the context of built-up area redevelopment:park transition and networking[J]. Planners, 2020,36(15):25-31.
[30]
罗静,曾菊新.城市化进程中的土地稀缺性与政府管制[J]. 中国土地科学, 2004,(5):16-20.Luo J, Zeng J X. Land scarcity and government control in the process of urbanization[J]. China Land Science, 2004,(5):16-20.
[31]
欧维新,张振,陶宇.长三角城市土地利用格局与PM2.5浓度的多尺度关联分析[J]. 中国人口·资源与环境, 2019,29(7):11-18.Ou W X, Zhang Z, Tao Y. Multi-scale correlation analysis of urban landscape pattern and PM2.5 concentration in the Yangtze River Delta[J]. China Population, Resources and Environment, 2019,29(7):11-18.
[32]
Wu H, Yang C, Chen J, et al. Effects of Green space landscape patterns on particulate matter in Zhejiang Province, China[J]. Atmospheric Pollution Research, 2018,9(5):923-933.
[33]
van Donkelaar A, Martin R V, Brauer M, et al. Global annual PM2.5 grids from MODIS, MISR and SeaWiFS aerosol optical depth (AOD) with GWR, 1998-2016[DB]. 2018.
[34]
北京市规划和国土资源管理委员会.北京城市总体规划(2016-2035年)[EB/OL]. http://www.beijing.gov.cn/gongkai/guihua/wngh/cqgh/201907/t20190701_100008.html.2017-09-29. Beijing Municipal Commission of Planning and Land Resources Management. Beijing City Master Plan (2016-2035)[EB/OL]. http://www.beijing.gov.cn/gongkai/guihua/wngh/cqgh/201907/t20190701_100008.html.2017-09-29.
[35]
李沛,辛金元,王跃思,等.北京市大气颗粒物污染对人群死亡率的影响研究[C]//中国气象学会.S7气候环境变化与人体健康.沈阳:中国气象学会, 2012:11.Li P, Xin J Y, Wang Y s, et al. The impact of air particulate pollution on population mortality in Beijing[C]//Chinese Meteorological Society. Climate Environmental Change and Human Health. Shenyang:Chinese Meteorological Society:Chinese Meteorological Society, 2012:11.
[36]
苏健婷,高燕琳,韦再华,等.2011年北京市居民主要死亡原因对期望寿命的影响[J]. 中国慢性病预防与控制, 2013,21(6):755-757.Su J T, Gao Y L, Wei Z H, et al. The impact of the main causes of death of Beijing residents on life expectancy in 2011[J]. Chinese Journal of Prevention and Control of Chronic Diseases, 2013,21(6):755-757.
[37]
於方,过孝民,张衍燊,等.2004年中国大气污染造成的健康经济损失评估[J]. 环境与健康杂志, 2007,(12):999-1003,1033.Yu F, Guo X M, Zhang Y S, et al. Assessment of health and economic losses caused by air pollution in China in 2004[J]. Journal of Environment and Health, 2007,(12):999-1003,1033.
[38]
高婷,李国星,胥美美,等.基于支付意愿的大气PM2.5健康经济学损失评价[J]. 环境与健康杂志, 2015,32(8):697-700.Gao T, Li G X, Xu M M, et al. Health economic loss evaluation of ambient PM2.5 pollution based on willingness to pay[J]. Journal of Environment and Health, 2015,32(8):697-700.
[39]
CJJT 85-2017城市绿地分类标准[S].CJJT 85-2017 Classification standard of green space[S].
[40]
陈莉,白志鹏,苏笛,等.利用LUR模型模拟天津市大气污染物浓度的空间分布[J]. 中国环境科学, 2009,29(7):685-691.Chen L, Bai Z P, Su D, et al. Application of land use regression to simulate ambient air PM10 and NO2 concentration in Tianjin City[J]. China Environmental Science, 2009,29(7):685-691.
[41]
徐新良.中国年度植被指数(NDVI)空间分布数据集[DB]. 中国科学院资源环境科学数据中心数据注册与出版系统, 2018.Xu X L. Spatial distribution of annual NDVI in China[DB]. Resource and Environmental Science Data Center of Chinese Academy of Sciences, 2018.
[42]
徐新良,张亚庆.中国气象背景数据集[DB]. 中国科学院资源环境科学数据中心数据注册与出版系统, 2017.Xu X L, Zhang Y Q. China meteorological background dataset[DB]. Resource and Environmental Science Data Center of Chinese Academy of Sciences, 2017.
[43]
徐新良.中国人口空间分布公里网格数据集[DB]. 中国科学院资源环境科学数据中心数据注册与出版系统, 2017.Xu X L. Spatial distribution of population in kilometer grid in China[DB]. Resource and Environmental Science Data Center of Chinese Academy of Sciences, 2017.
[44]
徐新良.中国GDP空间分布公里网格数据集[DB]. 中国科学院资源环境科学数据中心数据注册与出版系统, 2017.Xu X L. Spatial distribution of GDP in kilometer grid in China[DB]. Resource and Environmental Science Data Center of Chinese Academy of Sciences, 2017.
[45]
Zhang Y, Liu Y, Zhang Y, et al. On the spatial relationship between ecosystem services and urbanization:A case study in Wuhan, China[J]. Science of the Total Environment, 2018:637-638.
[46]
C. B, P. G. Atmospheric deposition to the edge of a spruce forest in Denmark[J]. Beier C;Gundersen P, 1989,60(3/4):
[47]
Branford D, Fowler D, Moghaddam M V. Study of aerosol deposition at a wind exposed forest edge using 210Pb and 137Cs soil inventories[J]. Water, Air, and Soil Pollution, 2004,157(1-4):
[48]
Krüger E L, Minella F O, Rasia F. Impact of urban geometry on outdoor thermal comfort and air quality from field measurements in Curitiba, Brazil[J]. Building and Environment, 2011,46(3):621-634.
[49]
曾贤刚,阮芳芳.中国PM2.5污染健康效应的国民经济影响分析[J]. 中国环境科学, 2020,40(7):3228-3238.Zeng X G, Ruan F F. Analysis on the national economic impact of PM2.5-induced health effects in China[J]. China Environmental Science, 2020,40(7):3228-3238.
[50]
韦正峥,郭云,吕梅乐,等.浙江省丽水市空气质量的健康效应分析[J]. 中国环境科学, 2020,40(8):3294-3302.Wei Z Z, Guo Y, Lv M L, et al. Effect of air quality alerts on human health in Lishui city, Zhejiang province[J]. China Environmental Science, 2020,40(8):3294-3302.
[51]
李文鸿,党建,林娟.人的生命价值评估的数学模型研究[J]. 江汉大学学报(自然科学版), 2012,40(1):29-32.Li W H, Dang J, Lin J. Research on evaluation model of the value of a statistical life[J]. Journal of Jianghan University(Natural Science Edition), 2012,40(1):29-32.
[52]
李金平,王志石.空气污染损害价值的WTP、WTA对比研究[J]. 地球科学进展, 2006,21(3):250-255.Li J P, Wang Z S. Comparative WTP and WTA research of air pollution losses[J]. Advances in Earth Science, 2006,21(3):250-255.
[53]
张亮林,潘竟虎.中国PM2.5人口暴露风险时空格局[J]. 中国环境科学, 2020,40(1):1-12.Zhang L L, Pan J H. Spatial-temporal pattern of population exposure risk to PM2.5 in China[J]. China Environmental Science, 2020,40(1):1-12.
[54]
常娜.咫尺空间·芥纳须弥——论珠三角高密度城市中心区微绿地的空间价值[J]. 华南师范大学学报(社会科学版), 2018,(1):185-188,192.Chang N. Spatial value of micro-green space in the high-density metropolitan areas in the Pearl River Delta[J]. Journal of South China Normal University (Social Science Edition), 2018,(1):185-188,192.
[55]
陈静.基于生物群落多样性的高密度城区微绿地设计探讨[J]. 风景园林, 2014,108(1):59-62.Chen J. Design principles for mini green space in high-density urban area based on the theory of biotic community diversity[J]. Landscape Architecture, 2014,108(1):59-62.
[56]
王云才,杨眉,奉朝洋.高密度城区微绿地设计探讨——以上海城隍庙片区微绿地为例[J]. 南方建筑, 2017,(2):29-33.Wang Y C, Yang M, Feng C Y. Pocket park density in high-density urban areas:a case study of pocket park design in Shanghai Chenghuangmiao District[J]. South Architecture, 2017,(2):29-33.
[57]
Tallis M, Taylor G, Sinnett D, et al. Estimating the removal of atmospheric particulate pollution by the urban tree canopy of London, under current and future environments[J]. Landscape and Urban Planning, 2011,103(2):129-138.