Cargando…
Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius
Although several indices have been constructed and available at the Index database (IDB) for Sentinel-2 satellite to map and study several earth resources, no indices have been developed to map oil spill. We constructed band ratios (5 + 6)/7, (3 + 4)/2, (11+12)/8 and 3/2, (3 + 4)/2, (6 + 7)/5 using...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8374399/ https://www.ncbi.nlm.nih.gov/pubmed/34430235 http://dx.doi.org/10.1016/j.mex.2021.101327 |
_version_ | 1783740107774230528 |
---|---|
author | Rajendran, Sankaran Vethamony, Ponnumony Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Al-Khayat, Jassim A. Govil, Himanshu Nasir, Sobhi |
author_facet | Rajendran, Sankaran Vethamony, Ponnumony Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Al-Khayat, Jassim A. Govil, Himanshu Nasir, Sobhi |
author_sort | Rajendran, Sankaran |
collection | PubMed |
description | Although several indices have been constructed and available at the Index database (IDB) for Sentinel-2 satellite to map and study several earth resources, no indices have been developed to map oil spill. We constructed band ratios (5 + 6)/7, (3 + 4)/2, (11+12)/8 and 3/2, (3 + 4)/2, (6 + 7)/5 using the high-resolution MSI (multi-spectral instrument) visible-near infrared-shortwave infrared spectral bands of Sentinel-2 by summing-up the bands representing the shoulders of absorption features as numerator and the band located nearest to the absorption feature as denominator to discriminate oil spill, and demonstrate the potential of this method to map the Wakashio oil spill which occurred in the Indian Ocean, off Mauritius. The resulted images discriminated the oil spill well. We also decorrelated the spectral bands 4, 3 and 2 by studying the spectral band absorptions and discriminated the spill as very thick, thick and thin. The results of decorrelation stretch method exhibited the distribution of types of oil spill in a different tone, distinctly. Both the image transformation methods (band ratios and decorrelation stretch methods) showed their capability to map oil spills, and these methods are recommended to use for similar spectral bands of other sensors to map oil spills. • This study demonstrated the application of band ratios and decorrelation stretch methods to map oil spill. • The methods discriminated the oil spill off Mauritius, and showed spill thicknesses from the Sentinel-2 data. • The new methods are recommended to use for the spectral bands of other sensors to map oil spill. |
format | Online Article Text |
id | pubmed-8374399 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-83743992021-08-23 Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius Rajendran, Sankaran Vethamony, Ponnumony Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Al-Khayat, Jassim A. Govil, Himanshu Nasir, Sobhi MethodsX Method Article Although several indices have been constructed and available at the Index database (IDB) for Sentinel-2 satellite to map and study several earth resources, no indices have been developed to map oil spill. We constructed band ratios (5 + 6)/7, (3 + 4)/2, (11+12)/8 and 3/2, (3 + 4)/2, (6 + 7)/5 using the high-resolution MSI (multi-spectral instrument) visible-near infrared-shortwave infrared spectral bands of Sentinel-2 by summing-up the bands representing the shoulders of absorption features as numerator and the band located nearest to the absorption feature as denominator to discriminate oil spill, and demonstrate the potential of this method to map the Wakashio oil spill which occurred in the Indian Ocean, off Mauritius. The resulted images discriminated the oil spill well. We also decorrelated the spectral bands 4, 3 and 2 by studying the spectral band absorptions and discriminated the spill as very thick, thick and thin. The results of decorrelation stretch method exhibited the distribution of types of oil spill in a different tone, distinctly. Both the image transformation methods (band ratios and decorrelation stretch methods) showed their capability to map oil spills, and these methods are recommended to use for similar spectral bands of other sensors to map oil spills. • This study demonstrated the application of band ratios and decorrelation stretch methods to map oil spill. • The methods discriminated the oil spill off Mauritius, and showed spill thicknesses from the Sentinel-2 data. • The new methods are recommended to use for the spectral bands of other sensors to map oil spill. Elsevier 2021-03-27 /pmc/articles/PMC8374399/ /pubmed/34430235 http://dx.doi.org/10.1016/j.mex.2021.101327 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Method Article Rajendran, Sankaran Vethamony, Ponnumony Sadooni, Fadhil N. Al-Kuwari, Hamad Al-Saad Al-Khayat, Jassim A. Govil, Himanshu Nasir, Sobhi Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius |
title | Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius |
title_full | Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius |
title_fullStr | Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius |
title_full_unstemmed | Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius |
title_short | Sentinel-2 image transformation methods for mapping oil spill – A case study with Wakashio oil spill in the Indian Ocean, off Mauritius |
title_sort | sentinel-2 image transformation methods for mapping oil spill – a case study with wakashio oil spill in the indian ocean, off mauritius |
topic | Method Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8374399/ https://www.ncbi.nlm.nih.gov/pubmed/34430235 http://dx.doi.org/10.1016/j.mex.2021.101327 |
work_keys_str_mv | AT rajendransankaran sentinel2imagetransformationmethodsformappingoilspillacasestudywithwakashiooilspillintheindianoceanoffmauritius AT vethamonyponnumony sentinel2imagetransformationmethodsformappingoilspillacasestudywithwakashiooilspillintheindianoceanoffmauritius AT sadoonifadhiln sentinel2imagetransformationmethodsformappingoilspillacasestudywithwakashiooilspillintheindianoceanoffmauritius AT alkuwarihamadalsaad sentinel2imagetransformationmethodsformappingoilspillacasestudywithwakashiooilspillintheindianoceanoffmauritius AT alkhayatjassima sentinel2imagetransformationmethodsformappingoilspillacasestudywithwakashiooilspillintheindianoceanoffmauritius AT govilhimanshu sentinel2imagetransformationmethodsformappingoilspillacasestudywithwakashiooilspillintheindianoceanoffmauritius AT nasirsobhi sentinel2imagetransformationmethodsformappingoilspillacasestudywithwakashiooilspillintheindianoceanoffmauritius |