Monitoring oil spill in Norilsk, Russia using satellite data
<p>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)...
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| مؤلفون آخرون: | , , , , , |
| منشور في: |
2022
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| _version_ | 1864513566718033920 |
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| author | Sankaran Rajendran (14152830) |
| author2 | Fadhil N. Sadooni (13790378) Hamad Al-Saad Al-Kuwari (13790387) Anisimov Oleg (14152869) Himanshu Govil (14152872) Sobhi Nasir (14152833) Ponnumony Vethamony (681210) |
| author2_role | author author author author author author |
| author_facet | Sankaran Rajendran (14152830) Fadhil N. Sadooni (13790378) Hamad Al-Saad Al-Kuwari (13790387) Anisimov Oleg (14152869) Himanshu Govil (14152872) Sobhi Nasir (14152833) Ponnumony Vethamony (681210) |
| author_role | author |
| dc.creator.none.fl_str_mv | Sankaran Rajendran (14152830) Fadhil N. Sadooni (13790378) Hamad Al-Saad Al-Kuwari (13790387) Anisimov Oleg (14152869) Himanshu Govil (14152872) Sobhi Nasir (14152833) Ponnumony Vethamony (681210) |
| dc.date.none.fl_str_mv | 2022-11-22T21:17:12Z |
| dc.identifier.none.fl_str_mv | 10.1038/s41598-021-83260-7 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/journal_contribution/Monitoring_oil_spill_in_Norilsk_Russia_using_satellite_data/21598200 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Environmental engineering Multidisciplinary |
| dc.title.none.fl_str_mv | Monitoring oil spill in Norilsk, Russia using satellite data |
| dc.type.none.fl_str_mv | Text Journal contribution info:eu-repo/semantics/publishedVersion text contribution to journal |
| description | <p>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.</p><h2>Other Information</h2> <p> Published in: Scientific Reports<br> License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="http://dx.doi.org/10.1038/s41598-021-83260-7" target="_blank">http://dx.doi.org/10.1038/s41598-021-83260-7</a></p> |
| eu_rights_str_mv | openAccess |
| id | Manara2_a518f41d11bf5148d78e3e1706b54545 |
| identifier_str_mv | 10.1038/s41598-021-83260-7 |
| network_acronym_str | Manara2 |
| network_name_str | Manara2 |
| oai_identifier_str | oai:figshare.com:article/21598200 |
| publishDate | 2022 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Monitoring oil spill in Norilsk, Russia using satellite dataSankaran Rajendran (14152830)Fadhil N. Sadooni (13790378)Hamad Al-Saad Al-Kuwari (13790387)Anisimov Oleg (14152869)Himanshu Govil (14152872)Sobhi Nasir (14152833)Ponnumony Vethamony (681210)Environmental engineeringMultidisciplinary<p>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.</p><h2>Other Information</h2> <p> Published in: Scientific Reports<br> License: <a href="https://creativecommons.org/licenses/by/4.0" target="_blank">https://creativecommons.org/licenses/by/4.0</a><br>See article on publisher's website: <a href="http://dx.doi.org/10.1038/s41598-021-83260-7" target="_blank">http://dx.doi.org/10.1038/s41598-021-83260-7</a></p>2022-11-22T21:17:12ZTextJournal contributioninfo:eu-repo/semantics/publishedVersiontextcontribution to journal10.1038/s41598-021-83260-7https://figshare.com/articles/journal_contribution/Monitoring_oil_spill_in_Norilsk_Russia_using_satellite_data/21598200CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/215982002022-11-22T21:17:12Z |
| spellingShingle | Monitoring oil spill in Norilsk, Russia using satellite data Sankaran Rajendran (14152830) Environmental engineering Multidisciplinary |
| status_str | publishedVersion |
| 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 | Environmental engineering Multidisciplinary |