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...

Descripción completa

Detalles Bibliográficos
Autores principales: Rajendran, Sankaran, Vethamony, Ponnumony, Sadooni, Fadhil N., Al-Kuwari, Hamad Al-Saad, Al-Khayat, Jassim A., Govil, Himanshu, Nasir, Sobhi
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