Thuy-Huong Nguyen, Quang-Thang Phan, Huu-Tap Van, Duy-An Dam
{"title":"Current Status of Aerosol in the Northern Key Economic Zone of Vietnam and Identification of Region Affecting Hanoi's Air Quality","authors":"Thuy-Huong Nguyen, Quang-Thang Phan, Huu-Tap Van, Duy-An Dam","doi":"10.1007/s11270-025-08032-9","DOIUrl":null,"url":null,"abstract":"<div><p>The Northern Key Economic Zone (NKEZ) of Vietnam, a critical region for national development, experiences significant particulate matter pollution. This study investigates aerosol pollution and its transboundary effects across the NKEZ by integrating the Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2) dataset and the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model. The results reveal: (1) Anthropogenic aerosols exhibit statistically significant upward trends (<i>p</i> < 0.05), with sulfate concentrations ranging from 7.59 to 9.29 μg.m<sup>−3</sup> and organic carbon from 4.79 to 10.87 μg.m<sup>−3</sup>; (2) MERRA-2 captures PM<sub>2.5</sub> seasonal trends, with correlation coefficients (<i>p</i> < 0.01) of 0.83 in spring and 0.71 in winter, though it significantly underestimates PM<sub>2.5</sub> level in winter in Hanoi; (3) combined analyses of trajectory frequency and pollution concentration correlations delineate five levels of impact (level 1–5, from minimal to very high) on Hanoi’s air quality and identify key black carbon (BC) source regions. These include coal-fired power plants in Thai Binh, Thanh Hoa (levels 3–4, in spring), biomass burning in east-northern mountainous region of Vietnam (levels 4–5, in autumn), biomass burning in central-southern Laos (levels 2–3, peak Fire Detection Counts in March–April) and transboundary contributions from central-southern China (levels 2–3, in autumn). The integration of MERRA-2 and HYSPLIT establishes a robust methodology for classifying pollution sources affecting Hanoi, providing a technical framework for future regional air quality investigations.</p></div>","PeriodicalId":808,"journal":{"name":"Water, Air, & Soil Pollution","volume":"236 7","pages":""},"PeriodicalIF":3.0000,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Water, Air, & Soil Pollution","FirstCategoryId":"6","ListUrlMain":"https://link.springer.com/article/10.1007/s11270-025-08032-9","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
The Northern Key Economic Zone (NKEZ) of Vietnam, a critical region for national development, experiences significant particulate matter pollution. This study investigates aerosol pollution and its transboundary effects across the NKEZ by integrating the Modern-Era Retrospective Analysis for Research and Applications, Version 2 (MERRA-2) dataset and the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) model. The results reveal: (1) Anthropogenic aerosols exhibit statistically significant upward trends (p < 0.05), with sulfate concentrations ranging from 7.59 to 9.29 μg.m−3 and organic carbon from 4.79 to 10.87 μg.m−3; (2) MERRA-2 captures PM2.5 seasonal trends, with correlation coefficients (p < 0.01) of 0.83 in spring and 0.71 in winter, though it significantly underestimates PM2.5 level in winter in Hanoi; (3) combined analyses of trajectory frequency and pollution concentration correlations delineate five levels of impact (level 1–5, from minimal to very high) on Hanoi’s air quality and identify key black carbon (BC) source regions. These include coal-fired power plants in Thai Binh, Thanh Hoa (levels 3–4, in spring), biomass burning in east-northern mountainous region of Vietnam (levels 4–5, in autumn), biomass burning in central-southern Laos (levels 2–3, peak Fire Detection Counts in March–April) and transboundary contributions from central-southern China (levels 2–3, in autumn). The integration of MERRA-2 and HYSPLIT establishes a robust methodology for classifying pollution sources affecting Hanoi, providing a technical framework for future regional air quality investigations.
期刊介绍:
Water, Air, & Soil Pollution is an international, interdisciplinary journal on all aspects of pollution and solutions to pollution in the biosphere. This includes chemical, physical and biological processes affecting flora, fauna, water, air and soil in relation to environmental pollution. Because of its scope, the subject areas are diverse and include all aspects of pollution sources, transport, deposition, accumulation, acid precipitation, atmospheric pollution, metals, aquatic pollution including marine pollution and ground water, waste water, pesticides, soil pollution, sewage, sediment pollution, forestry pollution, effects of pollutants on humans, vegetation, fish, aquatic species, micro-organisms, and animals, environmental and molecular toxicology applied to pollution research, biosensors, global and climate change, ecological implications of pollution and pollution models. Water, Air, & Soil Pollution also publishes manuscripts on novel methods used in the study of environmental pollutants, environmental toxicology, environmental biology, novel environmental engineering related to pollution, biodiversity as influenced by pollution, novel environmental biotechnology as applied to pollution (e.g. bioremediation), environmental modelling and biorestoration of polluted environments.
Articles should not be submitted that are of local interest only and do not advance international knowledge in environmental pollution and solutions to pollution. Articles that simply replicate known knowledge or techniques while researching a local pollution problem will normally be rejected without review. Submitted articles must have up-to-date references, employ the correct experimental replication and statistical analysis, where needed and contain a significant contribution to new knowledge. The publishing and editorial team sincerely appreciate your cooperation.
Water, Air, & Soil Pollution publishes research papers; review articles; mini-reviews; and book reviews.