Analysis of air pollution over Hanoi, Vietnam using multi-satellite and MERRA reanalysis datasets

被引:43
作者
Lasko, Kristofer [1 ]
Vadrevu, Krishna Prasad [2 ]
Thanh Thi Nhat Nguyen [3 ]
机构
[1] Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USA
[2] NASA, Marshall Space Flight Ctr, Earth Sci Off, Huntsville, AL USA
[3] Vietnam Natl Univ, Univ Engn & Technol, Hanoi, Vietnam
来源
PLOS ONE | 2018年 / 13卷 / 05期
关键词
PARTICULATE MATTER PM2.5; BIOMASS-BURNING AEROSOLS; FIRE DETECTION ALGORITHM; EMISSION INVENTORY; VEGETATION FIRES; UNITED-STATES; SATELLITE; SOUTHEAST; CLIMATE; FINE;
D O I
10.1371/journal.pone.0196629
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Air pollution is one of the major environmental concerns in Vietnam. In this study, we assess the current status of air pollution over Hanoi, Vietnam using multiple different satellite datasets and weather information, and assess the potential to capture rice residue burning emissions with satellite data in a cloud-covered region. We used a timeseries of Ozone Monitoring Instrument (OMI) Ultraviolet Aerosol Index (UVAI) satellite data to characterize absorbing aerosols related to biomass burning. We also tested a timeseries of 3-hourly MERRA-2 reanalysis Black Carbon (BC) concentration data for 5 years from 2012-2016 and explored pollution trends over time. We then used MODIS active fires, and synoptic wind patterns to attribute variability in Hanoi pollution to different sources. Because Hanoi is within the Red River Delta where rice residue burning is prominent, we explored trends to see if the residue burning signal is evident in the UVAI or BC data. Further, as the region experiences monsoon-influenced rainfall patterns, we adjusted the BC data based on daily rainfall amounts. Results indicated forest biomass burning from Northwest Vietnam and Laos impacts Hanoi air quality during the peak UVAI months of March and April. Whereas, during local rice residue burning months of June and October, no increase in UVAI is observed, with slight BC increase in October only. During the peak BC months of December and January, wind patterns indicated pollutant transport from southern China megacity areas. Results also indicated severe pollution episodes during December 2013 and January 2014. We observed significantly higher BC concentrations during nighttime than daytime with peaks generally between 2130 and 0030 local time. Our results highlight the need for better air pollution monitoring systems to capture episodic pollution events and their surface-level impacts, such as rice residue burning in cloud-prone regions in general and Hanoi, Vietnam in particular.
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页数:21
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