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Monitoring oil spill in Norilsk, Russia using satellite data
This paper studies the oil spill, which occurred in the Norilsk and Taimyr region of Russia due to the collapse of the fuel tank at the power station on May 29, 2020. We monitored the snow, ice, water, vegetation and wetland of the region using data from the Multi-Spectral Instruments (MSI) of Senti...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884439/ https://www.ncbi.nlm.nih.gov/pubmed/33589675 http://dx.doi.org/10.1038/s41598-021-83260-7 |
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author | Rajendran, Sankaran Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Oleg, Anisimov Govil, Himanshu Nasir, Sobhi Vethamony, Ponnumony |
author_facet | Rajendran, Sankaran Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Oleg, Anisimov Govil, Himanshu Nasir, Sobhi Vethamony, Ponnumony |
author_sort | Rajendran, Sankaran |
collection | PubMed |
description | This paper studies the oil spill, which occurred in the Norilsk and Taimyr region of Russia due to the collapse of the fuel tank at the power station on May 29, 2020. We monitored the snow, ice, water, vegetation and wetland of the region using data from the Multi-Spectral Instruments (MSI) of Sentinel-2 satellite. We analyzed the spectral band absorptions of Sentinel-2 data acquired before, during and after the incident, developed true and false-color composites (FCC), decorrelated spectral bands and used the indices, i.e. Snow Water Index (SWI), Normalized Difference Water Index (NDWI) and Normalized Difference Vegetation Index (NDVI). The results of decorrelated spectral bands 3, 8, and 11 of Sentinel-2 well confirmed the results of SWI, NDWI, NDVI, and FCC images showing the intensive snow and ice melt between May 21 and 31, 2020. We used Sentinel-2 results, field photographs, analysis of the 1980–2020 daily air temperature and precipitation data, permafrost observations and modeling to explore the hypothesis that either the long-term dynamics of the frozen ground, changing climate and environmental factors, or abnormal weather conditions may have caused or contributed to the collapse of the oil tank. |
format | Online Article Text |
id | pubmed-7884439 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78844392021-02-16 Monitoring oil spill in Norilsk, Russia using satellite data Rajendran, Sankaran Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Oleg, Anisimov Govil, Himanshu Nasir, Sobhi Vethamony, Ponnumony Sci Rep Article This paper studies the oil spill, which occurred in the Norilsk and Taimyr region of Russia due to the collapse of the fuel tank at the power station on May 29, 2020. We monitored the snow, ice, water, vegetation and wetland of the region using data from the Multi-Spectral Instruments (MSI) of Sentinel-2 satellite. We analyzed the spectral band absorptions of Sentinel-2 data acquired before, during and after the incident, developed true and false-color composites (FCC), decorrelated spectral bands and used the indices, i.e. Snow Water Index (SWI), Normalized Difference Water Index (NDWI) and Normalized Difference Vegetation Index (NDVI). The results of decorrelated spectral bands 3, 8, and 11 of Sentinel-2 well confirmed the results of SWI, NDWI, NDVI, and FCC images showing the intensive snow and ice melt between May 21 and 31, 2020. We used Sentinel-2 results, field photographs, analysis of the 1980–2020 daily air temperature and precipitation data, permafrost observations and modeling to explore the hypothesis that either the long-term dynamics of the frozen ground, changing climate and environmental factors, or abnormal weather conditions may have caused or contributed to the collapse of the oil tank. Nature Publishing Group UK 2021-02-15 /pmc/articles/PMC7884439/ /pubmed/33589675 http://dx.doi.org/10.1038/s41598-021-83260-7 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Rajendran, Sankaran Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Oleg, Anisimov Govil, Himanshu Nasir, Sobhi Vethamony, Ponnumony Monitoring oil spill in Norilsk, Russia using satellite data |
title | Monitoring oil spill in Norilsk, Russia using satellite data |
title_full | Monitoring oil spill in Norilsk, Russia using satellite data |
title_fullStr | Monitoring oil spill in Norilsk, Russia using satellite data |
title_full_unstemmed | Monitoring oil spill in Norilsk, Russia using satellite data |
title_short | Monitoring oil spill in Norilsk, Russia using satellite data |
title_sort | monitoring oil spill in norilsk, russia using satellite data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7884439/ https://www.ncbi.nlm.nih.gov/pubmed/33589675 http://dx.doi.org/10.1038/s41598-021-83260-7 |
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