Interdecadal Changes in Aerosol Optical Depth over Pakistan Based on the MERRA-2 Reanalysis Data during 1980-2018

被引:23
|
作者
Khan, Rehana [1 ,2 ]
Kumar, Kanike Raghavendra [1 ,3 ]
Zhao, Tianliang [1 ]
Ullah, Waheed [4 ]
de Leeuw, Gerrit [1 ,5 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Collaborat Innovat Ctr Forecast & Evaluat Meteoro, Int Joint Lab Climate & Environm Change ILCEC,Sch, Key Lab Aerosol Cloud Precipitat,China Meteorol A, Nanjing 210044, Peoples R China
[2] Govt Khyber Pakhtunkhwa, Dept Phys, Higher Educ, Peshawar 25000, Pakistan
[3] Koneru Lakshmaiah Educ Fdn KLEF, Dept Phys, Guntur 522502, Andhra Pradesh, India
[4] Nanjing Univ Informat Sci & Technol, Sch Geog Sci, Nanjing 210044, Peoples R China
[5] Royal Netherlands Meteorol Inst KNMI, R&D Satellite Observat, NL-3731 GA De Bilt, Netherlands
关键词
MERRA-2; MODIS; AOD; driving factors; Pakistan; INDO-GANGETIC PLAIN; SATELLITE-OBSERVATIONS; RADIATIVE PROPERTIES; TREND TEST; DECADES; MODIS; CHINA; MISR; CLIMATOLOGY; VARIABILITY;
D O I
10.3390/rs13040822
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The spatiotemporal evolution and trends in aerosol optical depth (AOD) over environmentally distinct regions in Pakistan are investigated for the period 1980-2018. The AOD data for this period was obtained from the Modern-era retrospective analysis for research and applications, version 2 (MERRA-2) reanalysis atmospheric products, together with the Moderate-resolution imaging spectroradiometer (MODIS) retrievals. The climatology of AOD(MERRA-2) is analyzed in three different contexts: the entire study domain (Pakistan), six regions within the domain, and 12 cities chosen from the entire study domain. The time-series analysis of the MODIS and MERRA-2 AOD data shows similar patterns in individual cities. The AOD and its seasonality vary strongly across Pakistan, with the lowest (0.05 +/- 0.04) and highest (0.40 +/- 0.06) in the autumn and summer seasons over the desert and the coastal regions, respectively. During the study period, the annual AOD trend increased between 0.002 and 0.012 year(-1). The increase of AOD is attributed to an increase in population and emissions from natural and/or anthropogenic sources. A general increase in the annual AOD over the central to lower Indus Basin is ascribed to the large contribution of dust particles from the desert. During winter and spring, a significant decrease in the AOD was observed in the northern regions of Pakistan. The MERRA-2 and MODIS trends (2002-2018) were compared, and the results show visible differences between the AOD datasets due to theuseof different versions and collection methods. Overall, the present study provides insight into the regional differences of AOD and its trends with the pronounced seasonal behavior across Pakistan.
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页码:1 / 28
页数:27
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