ASSESSMENT OF SATELLITE AEROSOL OPTICAL DEPTH TO ESTIMATE PARTICULATE MATTER DISTRIBUTION IN VALENCIA CITY

被引:0
|
作者
Soledad Represa, Natacha [1 ,2 ]
Fernandez-Sarria, Alfonso [2 ]
Porta, Andres [1 ]
Palomar Vazquez, Jesus [2 ]
机构
[1] UNLP, CONICET, Ctr Invest Medioambiente, La Plata, Buenos Aires, Argentina
[2] Univ Politecn Valencia, Dept Cartog Engn Geodesy & Photogrammetry, Geoenvironm Cartog & Remote Sensing Grp, Valencia, Spain
关键词
AOD; particulate matter; MODIS; air quality; Valencia; PM2.5; POLLUTION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The estimation of exposure to PM10 and PM2.5 requires the knowledge of surface concentration at high temporal and spatial resolutions. In this paper, the relation between PM10 and PM.52 ground data and MODIS AOD satellite data has been evaluated to determine the concentration of particulate matter in Valencia, Spain. This was done using data from the Valencian Network of Surveillance and Control of Air Pollution and the scientific data set "Optical Depth Land and Ocean" from MODIS Terra and Aqua with 3km of spatial resolution. The linear regression model for PM10 provided a regression slope of 25.99 mu g.m(-3) and an interception of 12.07 mu g.m(-3) (RMSE = 8.61 mu g.m(-3)), while for PM2.5 the slope and interception were 26.87 mu g.m(-3) and 5.98 mu g.m(-3) (RMSE = 5.5 mu g.m(-3)).
引用
收藏
页码:9141 / 9144
页数:4
相关论文
共 50 条
  • [31] Fine particulate air pollution estimation in Ouagadougou using satellite aerosol optical depth and meteorological parameters
    Amooli, Joe Adabouk
    Hackman, Kwame Oppong
    Nana, Bernard
    Westervelt, Daniel M.
    ENVIRONMENTAL SCIENCE-ATMOSPHERES, 2024, 4 (09): : 1012 - 1025
  • [32] Aerosol radiative forcing and the accuracy of satellite aerosol optical depth retrieval
    Chylek, P
    Henderson, B
    Mishchenko, M
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2003, 108 (D24)
  • [33] Assessment of satellite-based aerosol optical depth using continuous lidar observation
    Lin, C. Q.
    Li, C. C.
    Lau, A. K. H.
    Yuan, Z. B.
    Lu, X. C.
    Tse, K. T.
    Fung, J. C. H.
    Li, Y.
    Yao, T.
    Su, L.
    Li, Z. Y.
    Zhang, Y. Q.
    ATMOSPHERIC ENVIRONMENT, 2016, 140 : 273 - 282
  • [34] Opposite seasonality of the aerosol optical depth and the surface particulate matter concentration over the north China Plain
    Qu, Wenjun
    Wang, Jun
    Zhang, Xiaoye
    Sheng, Lifang
    Wang, Wencai
    ATMOSPHERIC ENVIRONMENT, 2016, 127 : 90 - 99
  • [35] Estimating Ground-Level Particulate Matter in Five Regions of China Using Aerosol Optical Depth
    Zeng, Qiaolin
    Tao, Jinhua
    Chen, Liangfu
    Zhu, Hao
    Zhu, SongYan
    Wang, Yang
    REMOTE SENSING, 2020, 12 (05)
  • [36] DETERMINATION OF POLYCYCLIC AROMATIC-HYDROCARBONS IN ATMOSPHERIC PARTICULATE MATTER OF VALENCIA CITY
    ESCRIVA, C
    MORALES, M
    LAORDEN, A
    MANES, J
    FONT, G
    FRESENIUS JOURNAL OF ANALYTICAL CHEMISTRY, 1991, 339 (10): : 743 - 745
  • [37] Toward Improving Short-Term Predictions of Fine Particulate Matter Over the United States Via Assimilation of Satellite Aerosol Optical Depth Retrievals
    Kumar, Rajesh
    Delle Monache, Luca
    Bresch, Jamie
    Saide, Pablo E.
    Tang, Youhua
    Liu, Zhiquan
    da Silva, Arlindo M.
    Alessandrini, Stefano
    Pfister, Gabriele
    Edwards, David
    Lee, Pius
    Djalalova, Irina
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (05) : 2753 - 2773
  • [38] New Approach for Estimation of Fine Particulate Concentrations Using Satellite Aerosol Optical Depth and Binning of Meteorological Variables
    Bilal, Muhammad
    Nichol, Janet E.
    Spak, Scott N.
    AEROSOL AND AIR QUALITY RESEARCH, 2017, 17 (02) : 356 - 367
  • [39] Particulate air pollution in Durban: Characteristics and its relationship with 1 km resolution satellite aerosol optical depth
    Mahesh, B.
    Sivakumar, Venkataraman
    Kulkarni, Padmavati
    Sreekanth, V
    ADVANCES IN SPACE RESEARCH, 2022, 70 (02) : 371 - 382
  • [40] An observationally constrained estimate of global dust aerosol optical depth
    Ridley, David A.
    Heald, Colette L.
    Kok, Jasper F.
    Zhao, Chun
    ATMOSPHERIC CHEMISTRY AND PHYSICS, 2016, 16 (23) : 15097 - 15117