RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN >> 2015, Vol. 24 >> Issue (09): 1458-1463.doi: 10.11870/cjlyzyyhj201509003

Previous Articles     Next Articles

Research on the correlation between urban land use types and PM2.5 concentrations in wuhan

TANG Yun-kai, LIU Sheng-hua   

  1. School of Resource and Environmental Sciences, Wuhan University, Wuhan 430079, China
  • Received:2014-11-20 Revised:2015-03-23 Online:2015-09-20

Abstract: With the continuous development of China's industrialization, haze weather broke out continuously at the main economic development area of China, which seriously affects people's daily life and health. PM2.5, which is known as an important component of haze, becomes a hotspot issue in the field of environment science. A large number of studies shows that PM2.5 can absorb toxic substances in the air, and through the respiratory tract into the body, which cause the allergic patients suffering from respiratory or cardiovascular disease at risk. Also, PM2.5 is closely related with the recently reduction of city atmospheric visibility, which can lead to traffic accident. In addition, with the global change research field gradually strengthening the related research of land use and ecological environment, the related research of land use and PM2.5 has become very important from the social economic development point of view, and from the environment sustainable development perspective. The purpose of this paper is to analyze the correlation of various land use types and concentrations of PM2.5 in Wuhan City. We used the ArcGIS and ENVI software to perform spatial analysis and interpolation based on Wuhan's 2013 MODIS aerosol products, then we used SPSS to analyze PM2.5 concentration data from 10 stations in Wuhan to confirm the MODIS aerosol optical thickness relevance to PM2.5 concentrations, and established the linear regression model to study the correlation between the calculated overall PM2.5 concentrations in Wuhan city and various land use types. Results showed that PM2.5 concentrations had obvious spatial distribution characteristics in Wuhan City, green land and PM2.5 concentrations had significantly negative correlation, the correlation between construction land and PM2.5 concentrations was significantly positive, and arable land had no significant effects on PM2.5 concentration. Through the comparison among the absolute value of these five land-use type, we can find out that the rank of water and arable changing at the three days, which shows there may be other factors such as soil composition, water composition, spectral radiation influencing PM2.5 concentrations. Our conclusions are that land-use has a significant effect on distribution of PM2.5 concentration in Wuhan City, and remote sensing satellite monitoring methods based on MODIS sensor is a new method of researching space distribution of PM2.5 concentration at a particular area. In addition, increasing the urban greening area or controlling the ratio of construction land can effectively reduce PM2.5 concentrations.

Key words: Land ecology, MODIS, PM2.5 concentrations, spatial correlation, aerosol optical thickness, land use type

CLC Number: 

  • P951
[1] POPE C A III, BURNETT R T, THUN M J, et al. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution[J]. JAMA, 2002, 287(9): 1132-1141.
[2] PETERS A, DOCKERY D W, MULLER J E, et al. Increased particulate air pollution and the triggering of myocardial infarction[J]. Circulation, 2001,103(23): 2810-2815.
[3] HOEK G, MELIEFSTE K, CYRYS J, et al. Spatial variability of fine particle concentrations in three European areas[J]. Atmospheric Environment, 36(25): 4077-4088.
[4] MARTUZEVICIUS D, GRINSHPUN S A, REPONEN T, et al. Spatial and temporal variations of PM2.5 concentration and composition throughout an urban area with high freeway density-the Greater Cincinnati study[J]. Atmospheric Environment, 2004, 38(8): 1091-1105.
[6] 袁杨森,刘大锰,车瑞俊,等.北京市秋季大气颗粒物的污染特征研究[J].生态环境, 2007,16(1):18-25.
[7] ICHOKU C, CHU D A, MATTOO S, et al. A spatio-temporal approach for global validation and analysis of MODIS aerosol products[J]. Geophysical Research Letters, 2002, 29(12): MOD1-1-MOD1-4.
[8] LEVY R C, REMER L A, KLEIDMAN R G, et al. Global evaluation of the Collection 5 MODIS dark-target aerosol products over land[J]. Atmospheric Chemistry and Phys,2010(10):14815-14873.
[1] ZHU Jing-xuan, QI Shu-hua, LIU Gui-hua, WANG Dian, XIONG Meng-ya. SPATIOTEMPORAL VARIATION OF TERRESTRIAL EVAPOTRANSPIRATION IN POYANG LAKE WATERSHED FROM 2001 TO 2013 [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(Z1): 9-16.
[2] LI Huan, NING Yue-min, WEI Ye-hua, CHEN Fei-ran. SPATIAL DISTRIBUTION AND CORRELATION MECHANISM OF MEGALOPOLISES ON YANGTZE RIVER ECONOMIC BELT [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(12): 1797-1806.
[3] PENG Huan-hua, LI Chao-kui, TANG Zhi-guang, LIANG Ji. SPATIAL PATTERNS IN THE TERRESTRIAL VEGETATION PHENOLOGY OF DANJIANGKOU RESERVOIR AREA AND ITS RELATION WITH ELEVATION [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(10): 1626-1634.
[4] ZHANG Xu, MA Yi, ZHEN Wen, WANG Shan-qin. VARIATION TREND OF RAPE CULTIVATION AREA BASED ON MODIS-NDVI TIME SERIES DATA——A CASE IN JIANGHAN PLAIN [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(03): 412-419.
[5] CHEN Ying-feng, WANG Yu-kuan, FU Bin, LIU Qin, WANG Shan. SPATIOTEMPORAL VARIATIONS OF URBAN HEAT ISLAND IN CHENGDU CITY USING MODIS LAND SURFACE TEMPERATURE DATA [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2016, 25(01): 156-162.
[6] ZHANG Yan-bing, TAO Jian-bin, LIU Peng-cheng, XU Jing-jing. FOREST PHENOLOGICAL REGIONAL DIFFERENTIATION BASED ON TIME SERIES OF MODIS DATA IN GUIZHOU PROVINCE [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2015, 24(11): 1891-1897.
[7] LIU Zhen-bo, ZHANG Ming-ming, GE Yun-jian, QIU Bin. Estimating visibility of nanjing using modis aod data [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2015, 24(09): 1451-1457.
[8] YI Yu-qing, LONG Teng-fei, JIAO Wei-li, PENG Jian-wei, LIU Hui-chan, LING Sai-guang. CHARACTERISTICS AND EVOLUTION OF THE SUMMER HEAT ISLAND EFFECT IN WUHAN CITY GROUP [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2015, 24(08): 1279-1285.
[9] ZHAO Li-hong, CHEN Wen-bo, SHAO Hong. ANALYSIS ON THE CHARACTERISTICS AND SPATIAL CORRELATION OF URBAN LAND INTENSIVE USE IN NANCHANG CENTRE AREA [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2015, 24(08): 1286-1292.
[10] HE Yan, Li-Ting-Han-, Wang-Yong-Dong. EFFECTS OF URBAN GROWTH ON LAND USE LANDSCAPE PATTERN UNDER THE DIFFERENT TYPES OF GEOMORPHOLOGY——A CASE STUDY OF MINGSHAN COUNTY|SICHUAN [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2010, 19(04): 465-.
[11] YAN Dong-| Fan-Jian-Rong-| Ou-Guo-Jiang-. null [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2009, 18(10): 976-.
[12] LIANG Wenguang,ZHAO Yingshi,ZHOU Xia,. RESEARCH ON THE INVERSION OF SURFACE COMPONENT TEMPERATURE USING MODIS DATA [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2008, 17(6): 948-948.
[13] HAN Guifeng,XU Jianhua. INFLUENCE OF POPULATION AND ECONOMIC DEVELOPMENT ON VEGETATION [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2008, 17(5): 785-785.
[14] LI Jun-jie, HE Long-hua, CHEN Jie. A STUDY ON URBAN THERMAL FIELD OF NANJING BASED ON SATELLITE REMOTE SENSING [J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2005, 14(6): 760-763.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] CHEN Ya-hua,HUANG Shao-hua,LIU Sheng-huan,WANG Gui-ping,DING Feng,SHAO Zhi-cheng,SHEN Zhen-guo. STUDY OF THE HEAVY METAL CONTAMINATION IN SOILS AND VEGETABLES IN NANJING AREA[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2006, 15(3): 356 -360 .
[2] WANG Chu, CHEN Zhenlou, WANG Jing, ZHOU Naisheng, XU Shiyuan. HEAVY METAL POLLUTION OF SOILS ALONGSIDE ROADS OF CHONGMING ISLAND OF SHANGHAI CITY[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2008, 17(1): 105 .
[3] BAN Jun-mei, MIAO Qi-long, LI Xiong. ANALYSIS OF CHARACTERISTICS OF TEMPERATURE VARIATIONS IN SOUTHWEST CHINA IN RECENT 50 YEARS[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2006, 15(3): 346 -351 .
[4] MA Peng-hong,HUANG Xian-jin,YU Shu-tong,WU Zhen. FARM HOUSEHOLDS′BEHAVIOR IN RELATION TO WATER AND SOIL CONSERVATION INVESTMENT (WSCI) IN SHANGRAO COUNTY OF JIANGXI PROVINCE[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2004, 13(6): 568 -572 .
[5] YAO Hai-lin, YANG Yang , GU Zhi-meng. LANDFILL METHOD OF GARBAGE BLOCK AND ITS PROSPECT OF APPLICATION[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2005, 14(1): 123 -126 .
[6] Liu Guang-hai,Liu You-zhao,Lu Xiao-ping. DRIVING FORCES AND SPACETEMPORAL VARIANCE OF URBAN LAND USE INTENSITY IN 13 CITIES OF JIANGSU PROVINCE[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2009, 18(1): 7 .
[7] LOU Baofeng,CHEN Yongbo, WENG Lida, ZANG Xiaoping,SHU Jinxiang,SONG Jiangying,LIU Cheng. EFFECT OF SAMPLE PRETREATMENT ON DETERMINATION OF PERMANGANATE INDEX IN WATER[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2008, 17(1): 143 .
[8] LI Chengfang, CAO Cougui, WANG Jinping, ZHAN Ming, CAI Mingli. PHOSPHORUS VARIATIONS OF PADDY FIELDS IN RICEDUCKAND RICEFISH ECOSYSTEMS[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2009, 18(2): 126 .
[9] DAI Tian-Cheng-| SUN Chao-Rong-| DIAO Wen-Hui-| GU Bao-Tan-. EVALUATION OF THE SUSTAINABILITY OF WATER RESOURCE SYSTEM BASED ON FAHPPP MODEL[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2009, 18(5): 421 .
[10] ZHOU Xu, ZHANG Bin, LIU Gang-Cai. MONITORING OF VEGETATION CHANGE IN YUANMOUDRYHOT VALLEY BASED ON REMOTE SENSING[J]. RESOURCES AND ENVIRONMENT IN THE YANGTZE BASIN, 2010, 19(11): 1309 .