Abstract

This study analyzed the variability and trend in aerosol optical depth (AOD) over North China using the latest MODIS/Terra C6 merged Dark Target/Deep Blue AOD monthly data at 550 nm from 2001 to 2016. The spatial distribution of the annual mean AOD was generally characterized by two prominent high-value centers located in the industrially and economically developed areas of the North China Plain and East China, and the dust aerosol-dominated areas of southern Xinjiang. The seasonally averaged AOD reached its maximum in spring (0.430 ± 0.049), followed by summer (0.356 ± 0.035) and winter (0.282 ± 0.039), with the minimum occurring in autumn (0.219 ± 0.022). There were notable long-term annual trends in AOD in different regions over North China during 2001–2016: a decreasing AOD trend was found in Qinghai Tibet (−0.015 ± 0.010/decade), Northwest China (−0.059 ± 0.013/decade at 99% confidence level), and the North China Plain (−0.007 ± 0.021/decade), but a positive increasing trend was identified in northern Xinjiang (0.01 ± 0.006/decade), southern Xinjiang (0.002 ± 0.013/decade), East China (0.053 ± 0.042/decade), and Northeast China (0.016 ± 0.029/decade). Seasonal patterns in the AOD regional long-term trend were evident. The AODs in spring over all the study regions, except East China, exhibited a decreasing trend, with the maximum trend value observed in Northwest China (−0.099 ± 0.029/decade at 99% confidence level); whereas AODs in autumn, except in Northwest China, showed an increasing trend, with the maximum trend value occurring in East China (0.073 ± 0.038/decade). Geographically, we also examined the annual and seasonal spatial patterns of AOD trends over North China. The annual spatial trends in AOD revealed a dominance of positive trends in most regions over the whole of North China from 2001 to 2016, but especially in East and Northeast China (AOD trend value of about 0.16/decade); whereas a negative trend was observed over northern Inner Mongolia (AOD trend value of about −0.12/decade). In addition, seasonal spatial trend analyses indicated that a continual clear upward trend occurred in East China in the autumn and winter seasons during the study period, with the maximum average increase occurring in winter (about 0.20/decade).

Highlights

  • Aerosol particles, including anthropogenic and natural aerosols, have a crucial effect on global and regional climate change by scattering and absorbing both solar and terrestrial radiation, depending on the particles’ size, shape, chemical composition, and mixing state [1,2], as well as by modifying the microphysical formation and lifetime of clouds, their precipitation efficiency, and their radiative properties [3,4]

  • In contrast to previous studies, the present study analyzed the trends and variability in Aerosol optical depth (AOD) over North China using the monthly mean of the combined Dark Target/Deep Blue (DT/DB) 550-nm AOD from Moderate Resolute Imaging Spectroradiometer (MODIS) Terra, the most recent data collection 6 (C6), which is based on refined retrieval algorithms [13]

  • This paper presents the distributions of annual and seasonal mean AOD at 550 nm, as well as the the interannual variations and trends in AOD, over seven regions across North China, using the latest interannual variations and trends in AOD, over seven regions across North China, using the latest

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Summary

Introduction

Aerosol particles, including anthropogenic and natural aerosols, have a crucial effect on global and regional climate change by scattering and absorbing both solar and terrestrial radiation In contrast to previous studies, the present study analyzed the trends and variability in AOD over North China using the monthly mean of the combined Dark Target/Deep Blue (DT/DB) 550-nm AOD from MODIS Terra, the most recent (as of 2016) data collection 6 (C6), which is based on refined retrieval algorithms [13]. The performance of the MODIS DT/DB C6 AOD products was recently evaluated through comparison with the ground-based observations of AERONET over China [14]. Various studies have been conducted to determine the long-term variation trends in AOD using a variety of aerosol products retrieved by satellite-based remote sensing. In order to strengthen our understanding of aerosol responses to climate change and feedback, it is vital to analyze the long-term trends and variability in AOD over North China in recent decades.

Study Area
AOD Data
Annual and Seasonal Mean AOD Distributions
Domain-Averaged Monthly Variations and Seasonal Characteristics in AOD
Regional-averaged
Regional Interannual Variation and Trends in AOD
Annual and Seasonal Spatial Trends in AOD
Annual
Conclusions
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