The Spatiotemporal Distribution of Air Pollutants and Their Relationship with Land-Use Patterns in Hangzhou City, China

被引:41
|
作者
Zheng, Sheng [1 ]
Zhou, Xueyuan [1 ]
Singh, Ramesh P. [2 ]
Wu, Yuzhe [1 ]
Ye, Yanmei [1 ]
Wu, Cifang [1 ]
机构
[1] Zhejiang Univ, Dept Land Management, Hangzhou 310058, Zhejiang, Peoples R China
[2] Chapman Univ, Sch Life & Environm Sci, Schmid Coll Sci & Technol, One Univ Dr, Orange, CA 92866 USA
关键词
trace gases; particulate matter; land use; Hangzhou (China); SEGREGATED ATMOSPHERIC PARTICLES; USE REGRESSION-MODELS; YANGTZE-RIVER DELTA; SOURCE APPORTIONMENT; SURFACE TEMPERATURE; HAZE EPISODE; URBAN FORM; POLLUTION; PM2.5; SATELLITE;
D O I
10.3390/atmos8060110
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Air pollution contributes to a large fraction of the total mortality estimated under the global burden of disease project (GBD) of the World Health Organization (WHO). This paper discusses an integrated study to obtain the spatiotemporal characteristics of particulate matter (PM10 and PM2.5) and trace gases (O-3, SO2, NO2, and CO) pollutants in Hangzhou City (China) for the years 2014-2016. Our detailed analysis shows a relationship between air pollutants and land-use/land-cover change. Air quality parameters (PM2.5 and PM10) and trace gases (SO2, NO2, and CO) show strong monthly variations in the months of January (higher values) and July (lower values). During monsoon and summer seasons, air quality and trace gases show low values, whereas ozone (O-3) is higher in the summer and lower in the winter. The spatial distribution of air pollutants is retrieved using the kriging method at the monitoring sites in Hangzhou City. We have considered normalized difference vegetation index (NDVI) and land surface temperature (LST) from the Landsat 8 data. The correlation between air pollutants and land use at the street-town unit suggests that areas with low NDVI, high road density, large built-up density, and LST are consistent with high concentrations of particulate matter and SO2, NO2, and CO. Among the trace gases, NO2 is found to be the most sensitive element affected by land use patterns, and O-3 shows weak correlation with land use. SO2 shows a strong positive correlation with road density and LST, whereas CO shows positive correlation with the built-up density, LST, and population density.
引用
收藏
页数:18
相关论文
共 50 条
  • [41] The Local Colocation Patterns of Crime and Land-Use Features in Wuhan, China
    Yue, Han
    Zhu, Xinyan
    Ye, Xinyue
    Guo, Wei
    [J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 6 (10):
  • [42] Simulation and Analysis on the Land-use Patterns of Nanjing City Based on AutoLogistic Method
    Wu, Guiping
    Feng, Xuezhi
    Xiao, Pengfeng
    Wang, Ke
    Zeng, Yongnian
    [J]. 2009 JOINT URBAN REMOTE SENSING EVENT, VOLS 1-3, 2009, : 1199 - +
  • [43] Relationship between Air Pollutants and Outpatient Visits for Respiratory Diseases in Hangzhou
    Zhou, Ruyi
    Wu, Dasheng
    Li, Yang
    Wang, Bin
    [J]. 2018 NINTH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME 2018), 2018, : 275 - 280
  • [44] LAND-USE AND CROPPING PATTERNS IN THE PUNJAB
    USAMI, Y
    KAWAI, A
    [J]. JAPANESE JOURNAL OF TROPICAL AGRICULTURE, 1980, 24 (01): : 18 - 26
  • [45] CHANGES IN SUBURBAN LAND-USE PATTERNS
    LEWIS, GK
    [J]. ANNALS OF THE ASSOCIATION OF AMERICAN GEOGRAPHERS, 1959, 49 (02) : 194 - 195
  • [46] HOUSEHOLD ACTIVITY PATTERNS AND LAND-USE
    CHAPIN, FS
    HIGHTOWER, HC
    [J]. JOURNAL OF THE AMERICAN INSTITUTE OF PLANNERS, 1965, 31 (03): : 222 - 231
  • [47] CHANGING LAND-USE PATTERNS OF THE PHILIPPINES
    DOERR, AH
    [J]. JOURNAL OF GEOGRAPHY, 1961, 60 (05) : 221 - 225
  • [48] EFFECT OF EFFICIENT PRICING OF AIR-POLLUTION ON INTRAURBAN LAND-USE PATTERNS
    ORON, Y
    PINES, D
    [J]. ENVIRONMENT AND PLANNING A, 1975, 7 (03) : 293 - 299
  • [49] A spatiotemporal calculus for reasoning about land-use trajectories
    Maciel, Adeline Marinho
    Camara, Gilberto
    Vinhas, Lubia
    Araujo Picoli, Michelle Cristina
    Begotti, Rodrigo Anzolin
    Ferreira Gomes de Assis, Luiz Fernando
    [J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2019, 33 (01) : 176 - 192
  • [50] Spatiotemporal dynamic decoupling states of eco-environmental quality and land-use carbon emissions: A case study of Qingdao City, China
    Yang, Yijia
    Li, Huiying
    [J]. ECOLOGICAL INFORMATICS, 2023, 75