Outdoor air quality data for spatiotemporal analysis and air quality modelling in Ho Chi Minh City, Vietnam: A part of HealthyAir Project

被引:3
|
作者
Rakholia, Rajnish [1 ]
Le, Quan [1 ]
Vu, Khue Hoang Ngoc [2 ,3 ]
Ho, Bang Quoc [2 ,3 ,4 ,5 ]
Carbajo, Ricardo Simon [1 ]
机构
[1] Univ Coll Dublin, NexusUCD, Irelands Natl Ctr Appl Artificial Intelligence, CeADAR, Belfield Off Pk, Dublin, Ireland
[2] Inst Environm & Resources IER, Ho Chi Minh City 700000, Vietnam
[3] 142 Hien Thanh St,Dist10, Ho Chi Minh City, Vietnam
[4] Vietnam Natl Univ, Dept Acad Affairs, Ho Chi Minh City, Vietnam
[5] Linh Trung Ward, Community 6, Ho Chi Minh City 700000, Vietnam
来源
DATA IN BRIEF | 2023年 / 46卷
关键词
Urban air pollution data; Healthyair; Air quality prediction; Forecasting; Ho Chi Minh City; Vietnam;
D O I
10.1016/j.dib.2022.108774
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
This article presents outdoor air pollution data acquired from the real-time Air Quality Monitoring Network (AQMN), which was established by the Healthyair project team in Ho Chi Minh City (HCMC), Vietnam. The AQMN is made up of six air pollution monitoring stations spread over the city (Traffic, Residential, and Industrial). Each station measures the same contaminants in the air, including PM2.5, TSP, NO2, SO2, O-3, CO, and two meteorological factors, temperature and humidity. This data is crucial for air quality modelling, spatiotemporal analysis, correlation analysis, and assessing local air pollution around the city. The data was first obtained in minute frequency, then transformed and produced in hourly frequency for analysis and modelling. The PM2.5 data from this dataset was used to construct an hourly air quality PM2.5 forecasting model in the publication titled "AI-based Air Quality PM2.5 Forecasting Models for Developing Countries: A Case Study of Ho Chi Minh City, Vietnam" by Rakholia et. al. (2022) (c) 2022 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/)
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Spatiotemporal Variability of Air Quality Time Series for developing countries: Case of Ho Chi Minh city, Vietnam
    Nguyen, Hue Nam K.
    Tran, Nam Hung N.
    Vu, Bac T.
    Ho, Bang Q.
    [J]. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 2020, 7 (23): : 1 - 8
  • [2] Road traffic emission inventory for air quality modelling and to evaluate the abatement strategies: A case of Ho Chi Minh City, Vietnam
    Ho, Bang Quoc
    Clappier, Alain
    [J]. ATMOSPHERIC ENVIRONMENT, 2011, 45 (21) : 3584 - 3593
  • [3] HIGH-RESOLUTION SPATIAL SOLUTION FOR AIR QUALITY ASSESSMENT IN THE TROPICAL CITY OF HO CHI MINH CITY, VIETNAM
    Thi, Van Tran
    Xuan, Bao Ha Duong
    Quoc, Bao Vo
    Kim, Phuong Dinh Thi
    Duc, Hieu Nguyen Trinh
    [J]. CARPATHIAN JOURNAL OF EARTH AND ENVIRONMENTAL SCIENCES, 2022, 17 (02): : 275 - 286
  • [4] Air pollution forecast for Ho Chi Minh City, Vietnam in 2015 and 2020
    Bang Quoc Ho
    Alain Clappier
    Golay François
    [J]. Air Quality, Atmosphere & Health, 2011, 4 : 145 - 158
  • [5] Assessment of environmental gamma dose in air in Ho Chi Minh city, Vietnam
    Dinh-Khoa Tran
    Nhu-Sieu Le
    Van-Phu Nguyen
    Thi Thu Hang Vuong
    Dinh-Tung Nguyen
    Van-Phuc Nguyen
    Thi Minh Tuyen Le
    Tong Thanh Hong Nguyen
    Van-Toan Phan
    Thi Thanh Nga Nguyen
    Dang-Quyet Pham
    Hoai-Nam Tran
    [J]. Journal of Radioanalytical and Nuclear Chemistry, 2023, 332 : 119 - 127
  • [6] Air pollution forecast for Ho Chi Minh City, Vietnam in 2015 and 2020
    Bang Quoc Ho
    Clappier, Alain
    Francois, Golay
    [J]. AIR QUALITY ATMOSPHERE AND HEALTH, 2011, 4 (02): : 145 - 158
  • [7] Assessment of environmental gamma dose in air in Ho Chi Minh city, Vietnam
    Tran, Dinh-Khoa
    Le, Nhu-Sieu
    Nguyen, Van-Phu
    Vuong, Thi Thu Hang
    Nguyen, Dinh-Tung
    Nguyen, Van-Phuc
    Le, Thi Minh Tuyen
    Nguyen, Tong Thanh Hong
    Phan, Van-Toan
    Nguyen, Thi Thanh Nga
    Pham, Dang-Quyet
    Tran, Hoai-Nam
    [J]. JOURNAL OF RADIOANALYTICAL AND NUCLEAR CHEMISTRY, 2023, 332 (01) : 119 - 127
  • [8] Poor Air Quality and Its Association with Mortality in Ho Chi Minh City: Case Study
    Hoang Ngoc Khue Vu
    Quang Phuc Ha
    Duc Hiep Nguyen
    Thi Thu Thuy Nguyen
    Thoai Tam Nguyen
    Thi Thuy Hang Nguyen
    Ngoc Dang Tran
    Bang Quoc Ho
    [J]. ATMOSPHERE, 2020, 11 (07):
  • [9] PAH contamination levels in air particles and sediments of Ho Chi Minh City, Vietnam
    Anh, MT
    Triet, LM
    Sauvain, JJ
    Tarradellas, J
    [J]. BULLETIN OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY, 1999, 63 (06) : 728 - 735
  • [10] PAH Contamination Levels in Air Particles and Sediments of Ho Chi Minh City, Vietnam
    M. T. Anh
    L. M. Triet
    J.-J. Sauvain
    J. Tarradellas
    [J]. Bulletin of Environmental Contamination and Toxicology, 1999, 63 : 728 - 735