Detection of Wakashio oil spill off Mauritius using Sentinel-1 and 2 data: Capability of sensors, image transformation methods and mapping
نویسندگان
چکیده
Oil spill incidents contaminate water bodies, and damage the coastal marine environment including coral reefs mangroves, therefore, monitoring oil spills is highly important. This study discriminates Wakashio spill, which occurred off Mauritius, located in Indian Ocean on August 06, 2020 using Sentinel-1 2 data acquired before, during after to understand spreading of assess its impact environment. The interpretation VV polarization images Synthetic-Aperture Radar (SAR) C-band (5.404 GHz) between July 5 September 3, showed occurrence distribution as dark warped patches. band ratios (5 + 6)/7, (3 4)/2, (11 12)/8 3/2, (6 7)/5 Sentinel-2 detected spill. decorrelated spectral bands 4, 3 distinguished very thick, thick thin a different tone clearly their over lagoon offshore, accumulation spilled along coast. post-oil coast was interpreted 21 2020. accuracy mapping assessed by classifying SAR-C MultiSpectral Instrument (MSI) Parallelepiped supervised algorithm confusion matrix. results that overall an average 91.72 98.77%, Kappa coefficient 0.84 0.96, respectively. satellite-derived were validated with field studies. MSI spread having thicknesses, supported SAR. demonstrated capability Sentinel sensors potential image processing methods detect, monitor
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ژورنال
عنوان ژورنال: Environmental Pollution
سال: 2021
ISSN: ['1873-6424', '0269-7491']
DOI: https://doi.org/10.1016/j.envpol.2021.116618