Articles | Volume 21, issue 4
https://doi.org/10.5194/acp-21-2795-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-21-2795-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Technical note
| 
24 Feb 2021
Technical note |
| 24 Feb 2021
| 24 Feb 2021
Technical note: Emission mapping of key sectors in Ho Chi Minh City, Vietnam, using satellite-derived urban land use data
Trang Thi Quynh Nguyen
CORRESPONDING AUTHOR
Space Technology Institute, Hanoi, Vietnam
Wataru Takeuchi
Institute of Industrial Science, The University of Tokyo, Tokyo, Japan
Prakhar Misra
Research Institute of Humanity and Nature, Kyoto, Japan
Sachiko Hayashida
Faculty of Science, Nara Women's University, Nara, Japan
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Total article views: 5,053 (including HTML, PDF, and XML)
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Cited
17 citations as recorded by crossref.
- Spatial-temporal evolution and multi-scenario prediction of carbon emissions from land use in the adjacent areas of nature reserves Y. Li et al. https://doi.org/10.1016/j.ecolind.2024.113047
- A Scalable GEOBIA Framework for Urban Landscape Monitoring with Sentinel-2 Data: A Case Study in Hue City, Vietnam M. Choudhury et al. https://doi.org/10.3390/earth7020051
- Exploring CO2 emission factors in Vietnam towards sustainable consumption H. Nguyen & T. Nguyen https://doi.org/10.1108/AJAR-10-2024-0402
- Higher diesel price is associated with lower level of pollution: Evidence from Vietnam T. Hung et al. https://doi.org/10.1016/j.jclepro.2022.132245
- Exploring the dynamics and trends of carbon emission spatiotemporal patterns in the Chengdu–Chongqing Economic Zone, China, from 2000 to 2020 L. Che et al. https://doi.org/10.1038/s41598-024-67204-5
- Spatiotemporal differentiation of carbon budget and balance zoning: Insights from the middle reaches of the Yangtze River Urban Agglomeration, China Z. Zhang & G. Jin https://doi.org/10.1016/j.apgeog.2024.103293
- Development of current and future high-resolution gridded emission inventory of anthropogenic air pollutants for urban air quality studies in Hanoi, Vietnam T. Nguyen et al. https://doi.org/10.1016/j.uclim.2022.101334
- Assessing local and transboundary fine particulate matter pollution and sectoral contributions in Southeast Asia during haze months of 2015–2019 T. Fang et al. https://doi.org/10.1016/j.scitotenv.2023.169051
- Emission Source Areas of Fine Particulate Matter (PM2.5) in Ho Chi Minh City, Vietnam T. Nguyen et al. https://doi.org/10.3390/atmos14030579
- Greenhouse gas analysis at global scale using the CAMS EGG4 product K. Khosravi et al. https://doi.org/10.1016/j.gr.2025.10.010
- A significant source of nitrous oxide from recreational use in Ho Chi Minh City, a future Southeast Asian megacity in Vietnam G. Forster et al. https://doi.org/10.1039/D5EA00083A
- Temporal variations and prediction of fine particulate matter (PM2.5) concentrations in Ho Chi Minh City using meteorological data and attention-based deep learning model T. Nguyen & T. Trinh https://doi.org/10.1088/2515-7620/ae23a2
- Urban flask measurements of CO2ff and CO to identify emission sources at different site types in Auckland, New Zealand H. Young et al. https://doi.org/10.1098/rsta.2022.0204
- Spatially resolved analysis of speciated VOC emissions and their contributions to secondary pollutant formation: a comparative assessment of anthropogenic and biogenic sources in China Y. Wang et al. https://doi.org/10.1016/j.envint.2025.109627
- Trans-boundary air pollution in a Southeast Asian megacity: Case studies of the synoptic meteorological mechanisms and impacts on air quality L. Nguyen et al. https://doi.org/10.1016/j.apr.2022.101366
- Investigating sustainable development in transportation enterprises: Novel insights from new institutional economics and human capital theory. Evidence from HCM, Vietnam V. Hanh et al. https://doi.org/10.1371/journal.pone.0333393
- Analysis Study of Current Transportation Status in Vietnam’s Urban Traffic and the Transition to Electric Two-Wheelers Mobility D. Huu & V. Ngoc https://doi.org/10.3390/su13105577
17 citations as recorded by crossref.
- Spatial-temporal evolution and multi-scenario prediction of carbon emissions from land use in the adjacent areas of nature reserves Y. Li et al. https://doi.org/10.1016/j.ecolind.2024.113047
- A Scalable GEOBIA Framework for Urban Landscape Monitoring with Sentinel-2 Data: A Case Study in Hue City, Vietnam M. Choudhury et al. https://doi.org/10.3390/earth7020051
- Exploring CO2 emission factors in Vietnam towards sustainable consumption H. Nguyen & T. Nguyen https://doi.org/10.1108/AJAR-10-2024-0402
- Higher diesel price is associated with lower level of pollution: Evidence from Vietnam T. Hung et al. https://doi.org/10.1016/j.jclepro.2022.132245
- Exploring the dynamics and trends of carbon emission spatiotemporal patterns in the Chengdu–Chongqing Economic Zone, China, from 2000 to 2020 L. Che et al. https://doi.org/10.1038/s41598-024-67204-5
- Spatiotemporal differentiation of carbon budget and balance zoning: Insights from the middle reaches of the Yangtze River Urban Agglomeration, China Z. Zhang & G. Jin https://doi.org/10.1016/j.apgeog.2024.103293
- Development of current and future high-resolution gridded emission inventory of anthropogenic air pollutants for urban air quality studies in Hanoi, Vietnam T. Nguyen et al. https://doi.org/10.1016/j.uclim.2022.101334
- Assessing local and transboundary fine particulate matter pollution and sectoral contributions in Southeast Asia during haze months of 2015–2019 T. Fang et al. https://doi.org/10.1016/j.scitotenv.2023.169051
- Emission Source Areas of Fine Particulate Matter (PM2.5) in Ho Chi Minh City, Vietnam T. Nguyen et al. https://doi.org/10.3390/atmos14030579
- Greenhouse gas analysis at global scale using the CAMS EGG4 product K. Khosravi et al. https://doi.org/10.1016/j.gr.2025.10.010
- A significant source of nitrous oxide from recreational use in Ho Chi Minh City, a future Southeast Asian megacity in Vietnam G. Forster et al. https://doi.org/10.1039/D5EA00083A
- Temporal variations and prediction of fine particulate matter (PM2.5) concentrations in Ho Chi Minh City using meteorological data and attention-based deep learning model T. Nguyen & T. Trinh https://doi.org/10.1088/2515-7620/ae23a2
- Urban flask measurements of CO2ff and CO to identify emission sources at different site types in Auckland, New Zealand H. Young et al. https://doi.org/10.1098/rsta.2022.0204
- Spatially resolved analysis of speciated VOC emissions and their contributions to secondary pollutant formation: a comparative assessment of anthropogenic and biogenic sources in China Y. Wang et al. https://doi.org/10.1016/j.envint.2025.109627
- Trans-boundary air pollution in a Southeast Asian megacity: Case studies of the synoptic meteorological mechanisms and impacts on air quality L. Nguyen et al. https://doi.org/10.1016/j.apr.2022.101366
- Investigating sustainable development in transportation enterprises: Novel insights from new institutional economics and human capital theory. Evidence from HCM, Vietnam V. Hanh et al. https://doi.org/10.1371/journal.pone.0333393
- Analysis Study of Current Transportation Status in Vietnam’s Urban Traffic and the Transition to Electric Two-Wheelers Mobility D. Huu & V. Ngoc https://doi.org/10.3390/su13105577
Saved (final revised paper)
Latest update: 09 Jun 2026
Short summary
This study provides annual emissions of transportation, manufacturing industries and construction, and residential areas at 1 km resolution from 2009 to 2016 for Ho Chi Minh City, Vietnam. Our originality is our use of satellite-derived urban land use morphological maps. These maps which are based on building height provided by a coarse-resolution satellite-derived digital surface model (DSM) and urban built-up area classified from Landsat images allow spatial disaggregation of annual emissions.
This study provides annual emissions of transportation, manufacturing industries and...
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