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Дата внесения публикации в базу 16-12-2024 10:45 не попадает в период стимулирования 01-06-2025 – 31-05-2026
КБПР (методика 2025 г.) = 7
Количество соавторов публикации - 10
Публикация в изданиях из Белого списка уровень: 2, K=10
Публикация в изданиях из Белого списка уровень: 2, K=10
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Табунщик В. А.: количество аффилиаций - 2, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*2) = 0.5 -
Никифорова А. А.: количество аффилиаций - 1, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*1) = 1 -
Линёва Н. П.: количество аффилиаций - 1, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*1) = 1 -
Дрыгваль П. В.: количество аффилиаций - 1, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*1) = 1 -
Горбунов Р. В.: количество аффилиаций - 2, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*2) = 0.5 -
Горбунова Т. Ю.: количество аффилиаций - 2, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*2) = 0.5 -
Фам К. Н.: количество аффилиаций - 2, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*2) = 0.5 -
Братанов Н. С.: количество аффилиаций - 1, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*1) = 1 -
Киселева М. В.: количество аффилиаций - 1, вклад в КБПР публикации:
формула: K/(Nсоавторов*Nаффил) = 10/(10*1) = 1
Статья в периодическом издании
The Dynamics of Air Pollution in the Southwestern Part of the Caspian Sea Basin (Based on the Analysis of Sentinel-5 Satellite Data Utilizing the Google Earth Engine Cloud-Computing Platform)
| DOI | https://doi.org/10.3390/atmos15111371 |
|---|---|
| Язык | Английский |
| Журнал | Atmosphere ISSN: —; Онлайн ISSN: 2073-4433 |
| Год | 2024 |
| Выходные данные | том: 15; выпуск: 11; статья: 1371; страниц (электронный ресурс): 34 |
| Авторы | |
| Даты |
Поступила в редакцию: 16.10.2024 После доработки: 06.11.2024 Принята к публикации: 11.11.2024 Опубликована: 14.11.2024 |
| Абстракт | The Caspian region represents a complex and unique system of terrestrial, coastal, and aquatic environments, marked by an exceptional landscape and biological diversity. This diversity, however, is increasingly threatened by substantial anthropogenic pressures. One notable impact of this human influence is the rising concentration of pollutants atypical for the atmosphere. Advances in science and technology now make it possible to detect certain atmospheric pollutants using remote Earth observation techniques, specifically through data from the Sentinel-5 satellite, which provides continuous insights into atmospheric contamination. This article investigates the dynamics of atmospheric pollution in the southwestern part of the Caspian Sea basin using Sentinel-5P satellite data and the cloud-computing capabilities of the Google Earth Engine (GEE) platform. The study encompasses an analysis of concentrations of seven key pollutants: nitrogen dioxide (NO2), formaldehyde (HCHO), carbon monoxide (CO), ozone (O3), sulfur dioxide (SO2), methane (CH4), and the Aerosol Index (AI). Spatial and temporal variations in pollution fields were examined for the Caspian region and the basins of the seven rivers (key areas) flowing into the Caspian Sea: Sunzha, Sulak, Ulluchay, Karachay, Atachay, Haraz, and Gorgan. The research methodology is based on the use of data from the Sentinel-5 satellite, SRTM DEM data on absolute elevations, surface temperature data, and population density data. Data processing is performed using the Google Earth Engine cloud-computing platform and the ArcGIS software suite. The main aim of this study is to evaluate the spatiotemporal variability of pollutant concentration fields in these regions from 2018 to 2023 and to identify the primary factors influencing pollution distribution. The study’s findings reveal that the Heraz and Gorgan River basins have the highest concentrations of nitrogen dioxide and Aerosol Index levels, marking these basins as the most vulnerable to atmospheric pollution among those assessed. Additionally, the Gorgan basin exhibited elevated carbon monoxide levels, while the highest ozone concentrations were detected in the Sunzha basin. Our temporal analysis demonstrated a substantial influence of the COVID-19 pandemic on pollutant dispersion patterns. Our correlation analysis identified absolute elevation as a key factor affecting pollutant distribution, particularly for carbon monoxide, ozone, and aerosol indices. Population density showed the strongest correlation with nitrogen dioxide distribution. Other pollutants exhibited more complex distribution patterns, influenced by diverse mechanisms associated with local emission sources and atmospheric dynamics. Ключевые слова: Caspian region, air pollution, Sentinel-5, GIS, river basin |
| Сведения о финансировании, указанные в публикации | This work was supported by the Ministry of Science and Higher Education of Russian Federation, through a grant in the form of subsidies for the implementation of large-scale scientific projects in priority areas of scientific and technological development (Agreement No. 075-15-2024-644). |
| URL | https://www.mdpi.com/2073-4433/15/11/1371 |
| Дополнительные сведения |
Запись создана: 16-12-2024 10:45
Последнее изменение: 29-06-2025 17:20
Библиографическая ссылка:
Tabunshchik V., Nikiforova A., Lineva N., Drygval P., Gorbunov R., Gorbunova T., Kerimov I., Pham C. N., Bratanov N., Kiseleva M. The Dynamics of Air Pollution in the Southwestern Part of the Caspian Sea Basin (Based on the Analysis of Sentinel-5 Satellite Data Utilizing the Google Earth Engine Cloud-Computing Platform) // Atmosphere. 2024. Vol. 15, iss. 11. Art. no. 1371 (34 p.). https://doi.org/10.3390/atmos15111371
[WoS 2.500/Q3][SCOPUS 0.627/Q2][БС 2]
Tabunshchik V., Nikiforova A., Lineva N., Drygval P., Gorbunov R., Gorbunova T., Kerimov I., Pham C. N., Bratanov N., Kiseleva M. The Dynamics of Air Pollution in the Southwestern Part of the Caspian Sea Basin (Based on the Analysis of Sentinel-5 Satellite Data Utilizing the Google Earth Engine Cloud-Computing Platform) // Atmosphere. 2024. Vol. 15, iss. 11. Art. no. 1371 (34 p.). https://doi.org/10.3390/atmos15111371
[WoS 2.500/Q3][SCOPUS 0.627/Q2][БС 2]
Экспертное заключение: № 436, 2024
Белый список
Индексация на момент включения в базу:- Уровень БС
- 2
Web of Science
- Статус
- Да
- Импакт-фактор/Квартиль(год)
- 2.500/Q3 (2023)
- Идентификатор
- 001363565500001
- Статус
- Да
- Импакт-фактор/Квартиль(год)
- 0.627/Q2 (2023)
- Идентификатор
- 2-s2.0-85210577919