VIIRS active fire;
Mekong;
fire emissions;
land cover;
PM2.5;
RADIATIVE POWER;
EMISSIONS;
PM2.5;
VIIRS;
HAZE;
D O I:
10.3390/ijgi13060206
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
Air pollution has become an increasing concern in the Mekong region due to seasonal vegetative burning triggered by related anthropogenic activities and climate change. While the assumption of a correlation between agriculture burning and air pollution is a common postulation, little evidence exists on the association between fire incidents and air pollution concentrations. The current study explores the relationship between satellite-derived fire occurrence, land surface characteristics, and particulate matter 2.5 (PM2.5) concentrations for the five Lower Mekong countries, namely Cambodia, Laos, Myanmar, Thailand, and Vietnam, in an effort to gain new insights into fire distributions related to air quality. Publicly available daily active fire hotspots from the VIIRS satellite instrument, annual land cover products from the MODIS satellite, and mean monthly ground-level PM2.5 estimates from the V5.GL.04 database were analyzed in two relational assessments; first, the distribution of VIIRS active fire counts and fire radiative power (FRP) temporally and spatially and secondly, the correlations between the monthly VIIRS active fire counts, cumulative monthly FRP and mean monthly PM2.5 estimates per country and land cover type. The results suggest a statistically significant positive correlation between monthly fire counts, cumulative FRP, and PM2.5 estimates for each country, which differ based on land cover. The strongest correlation between monthly fire incidences and PM2.5 estimates was found in the case of Myanmar. For all countries combined, fires detected in forests displayed the highest correlation with monthly PM2.5 estimates. This study demonstrates the use of the VIIRS active fire product and provides important insights into temporal and spatial fire distributions as baseline information for fire prevention and mitigation strategies in the Mekong region.
机构:
School of Geographical Science, Taiyuan Normal University, JinzhongSchool of Geographical Science, Taiyuan Normal University, Jinzhong
Yang W.
Jiang X.-L.
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h-index: 0
机构:
Institute of Urban and District Development, Taiyuan Normal University, JinzhongSchool of Geographical Science, Taiyuan Normal University, Jinzhong
机构:
Peking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R China
Peking Univ, Coll Urban & Environm Sci, Key Lab Earth Surface Proc, Minist Educ, Beijing 100871, Peoples R ChinaPeking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R China
Wu, Jiansheng
Zheng, Hongqian
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机构:
Peking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R ChinaPeking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R China
Zheng, Hongqian
Zhe, Feng
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h-index: 0
机构:
China Univ Geosci, Sch Land Sci & Technol, Beijing 100083, Peoples R ChinaPeking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R China
Zhe, Feng
Xie, Wudan
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h-index: 0
机构:
Peking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R ChinaPeking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R China
Xie, Wudan
Song, Jing
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Fac Architecture, Dept Urban Planning & Design, Hong Kong, Hong Kong, Peoples R China
Univ Hong Kong, Shenzhen Inst Res & Innovat, Shenzhen, Peoples R ChinaPeking Univ, Shenzhen Grad Sch, Key Lab Urban Habitat Environm Sci & Technol, Shenzhen 518055, Peoples R China
机构:
Cent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R China
Zeng, Youjie
Pang, Ke
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机构:
Cent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R China
Pang, Ke
Cao, Si
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机构:
Cent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R China
Cao, Si
Lin, Guoxin
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机构:
Cent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R China
Lin, Guoxin
Tang, Juan
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机构:
Cent South Univ, Xiangya Hosp 3, Crit Kidney Dis Res Ctr, Dept Nephrol, Changsha 410013, Peoples R China
138 Tongzipo Rd, Changsha 410013, Peoples R ChinaCent South Univ, Xiangya Hosp 3, Dept Anesthesiol, Changsha 410013, Hunan, Peoples R China
机构:
Chinese Acad Sci, CCRC, Beijing 100029, Peoples R ChinaChinese Acad Sci, CCRC, Beijing 100029, Peoples R China
Fu, Yu
Tai, Amos P. K.
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机构:
Chinese Univ Hong Kong, Earth Syst Sci Programme, Faulty Sci, Hong Kong, Hong Kong, Peoples R China
Chinese Univ Hong Kong, Grad Div Earth & Atmospher Sci, Faulty Sci, Hong Kong, Hong Kong, Peoples R ChinaChinese Acad Sci, CCRC, Beijing 100029, Peoples R China
Tai, Amos P. K.
Liao, Hong
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h-index: 0
机构:
Nanjing Univ Informat Sci & Technol, Sch Environm Sci & Engn, Nanjing 210044, Jiangsu, Peoples R ChinaChinese Acad Sci, CCRC, Beijing 100029, Peoples R China
机构:
Heilongjiang Univ Chinese Med, Dept Clin Med Coll 1, Harbin, Peoples R ChinaHeilongjiang Univ Chinese Med, Dept Clin Med Coll 1, Harbin, Peoples R China
Wu, Tian qiang
Han, Xinyu
论文数: 0引用数: 0
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机构:
Heilongjiang Univ Chinese Med, Dept Clin Med Coll 1, Harbin, Peoples R ChinaHeilongjiang Univ Chinese Med, Dept Clin Med Coll 1, Harbin, Peoples R China
Han, Xinyu
Liu, Chun yan
论文数: 0引用数: 0
h-index: 0
机构:
Heilongjiang Univ Chinese Med, Affiliated Hosp 1, Dept Endocrinol, Harbin, Peoples R ChinaHeilongjiang Univ Chinese Med, Dept Clin Med Coll 1, Harbin, Peoples R China
Liu, Chun yan
Zhao, Na
论文数: 0引用数: 0
h-index: 0
机构:
Heilongjiang Univ Chinese Med, Affiliated Hosp 1, Dept Endocrinol, Harbin, Peoples R ChinaHeilongjiang Univ Chinese Med, Dept Clin Med Coll 1, Harbin, Peoples R China
Zhao, Na
Ma, Jian
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h-index: 0
机构:
Heilongjiang Univ Chinese Med, Affiliated Hosp 1, Dept Endocrinol, Harbin, Peoples R ChinaHeilongjiang Univ Chinese Med, Dept Clin Med Coll 1, Harbin, Peoples R China
机构:
Capital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Minist Nat Resources, Land Satellite Remote Sensing Applicat Ctr, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Zhai, Haoran
Yao, Jiaqi
论文数: 0引用数: 0
h-index: 0
机构:
Minist Nat Resources, Land Satellite Remote Sensing Applicat Ctr, Beijing 100048, Peoples R China
Shandong Univ Sci & Technol, Coll Geomat, Qingdao 266590, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Yao, Jiaqi
Wang, Guanghui
论文数: 0引用数: 0
h-index: 0
机构:
Minist Nat Resources, Land Satellite Remote Sensing Applicat Ctr, Beijing 100048, Peoples R China
China Univ Min & Technol, Sch Environm & Spatial Informat, Xuzhou 221116, Jiangsu, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
Wang, Guanghui
Tang, Xinming
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机构:
Minist Nat Resources, Land Satellite Remote Sensing Applicat Ctr, Beijing 100048, Peoples R China
Shandong Univ Sci & Technol, Coll Geomat, Qingdao 266590, Peoples R ChinaCapital Normal Univ, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China
机构:
Cent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Liu, Chenxi
Peng, Jia
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机构:
Cent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Peng, Jia
Liu, Yubo
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Liu, Yubo
Peng, Yi
论文数: 0引用数: 0
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机构:
Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Hunan, Peoples R China
Cent South Univ, Xiangya Hosp, Dept Rheumatol & Immunol TX, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Peng, Yi
Kuang, Yuanyuan
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Cent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Kuang, Yuanyuan
Zhang, Yinzhuang
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h-index: 0
机构:
First Hosp Changsha, Dept Cardiovasc Med, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Zhang, Yinzhuang
Ma, Qilin
论文数: 0引用数: 0
h-index: 0
机构:
Cent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China
Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha, Hunan, Peoples R China
Cent South Univ, Xiangya Hosp, Dept Cardiovasc Med, 87 Xiangya Rd, Changsha, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Cardiovasc Med, Changsha, Hunan, Peoples R China