利用 EOS-04 C 波段合成孔径雷达数据评估阿拉伯海东北部溢油污染情况

IF 2.2 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES
M. Swapna, S. Rajesh, R. K. Nayak, P. V. Nagamani, Rajashree V. Bothale, G. Srinivasa Rao, Prakash Chauhan
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引用次数: 0

摘要

由于大量的航运活动、国际油轮航线和石油钻井平台作业,阿拉伯东北海(NEAS)是极易受到溢油污染的地区之一。最近的研究表明,位于东北阿拉伯海的孟买高油田是造成溢油污染入海的重要原因。本研究率先利用印度空间研究组织的 EOS-04 SAR 数据来评估东北亚海域的石油污染情况。我们还测试了各种斑点滤波器的性能,以减少 EOS-04 数据中石油泄漏事件的斑点噪声。我们发现,Medain斑点滤波器的性能更好,此外,我们还展示了 EOS-04 在孟买高原地区的溢油相似案例。我们还对 EOS-04 和哨兵-1 A 进行了传感器间比较,以评估 EOS-04 在绘制溢油和船舶海洋特征图方面的性能。随后,利用 EOS-04 从 2022 年 3 月到 2023 年 11 月的时间序列数据,从溢油面积和溢油量的角度定量估算了每个月因石油泄漏造成的石油污染。从溢油面积来看,2023 年 10 月的溢油污染分布较高,为 556 平方公里(25.25%),2023 年 8 月的溢油污染分布很低,为 6.79 平方公里(0.31%)。在研究期间,我们估计石油污染的总表面污染面积为 2193 平方公里,石油释放量约为 435.35 吨。这项研究强调了定期监测和保护海洋环境免受从孟买高地进入阿拉伯海的下落不明和未报告的石油污染的必要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Assessment of Oil Spill Pollution over the North Eastern Arabian Sea Using EOS-04 C-Band SAR Data

Assessment of Oil Spill Pollution over the North Eastern Arabian Sea Using EOS-04 C-Band SAR Data

The North Eastern Arabian Sea (NEAS) is one of the regions highly vulnerable to oil spill pollution due to massive shipping activity, international oil tanker routes, and oil rig operations. Recent studies have indicated that Bombay High Field, located in the NEAS, significantly contributes to oil spill pollution into the sea. This study pioneers the utilization of ISRO’s EOS-04 SAR data in assessing the oil pollution in the NEAS. We also tested the performance of various speckle filters for reducing speckle noise in the EOS-04 data with an oil spill event. We found that the Medain speckle filter performed better and additionally, demonstrated an example of EOS-04 oil-spill look-alike case over the Bombay High region. An inter-sensor comparison of EOS-04 against Sentinel-1 A is also carried out to evaluate the performance of EOS-04 in mapping the ocean features of oil spills and ships. Subsequently, a time series data of EOS-04 from March 2022 to November 2023 is used to quantitatively estimate the oil pollution due to oil leaks in each month in terms of spill area and volume. The distribution of oil pollution in terms of spreading area is high in October 2023 with 556 sq km (25.25%) and very low in August 2023 with 6.79 sq km (0.31%). During the study period, we estimated the total surface contamination of oil pollution to be 2193 sq km and oil released is around 435.35 tons. This study emphasizes the need to regularly monitoring and safeguard the marine environment from the unaccounted and unreported oil entering the Arabian Sea from the Bombay High Region.

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来源期刊
Journal of the Indian Society of Remote Sensing
Journal of the Indian Society of Remote Sensing ENVIRONMENTAL SCIENCES-REMOTE SENSING
CiteScore
4.80
自引率
8.00%
发文量
163
审稿时长
7 months
期刊介绍: The aims and scope of the Journal of the Indian Society of Remote Sensing are to help towards advancement, dissemination and application of the knowledge of Remote Sensing technology, which is deemed to include photo interpretation, photogrammetry, aerial photography, image processing, and other related technologies in the field of survey, planning and management of natural resources and other areas of application where the technology is considered to be appropriate, to promote interaction among all persons, bodies, institutions (private and/or state-owned) and industries interested in achieving advancement, dissemination and application of the technology, to encourage and undertake research in remote sensing and related technologies and to undertake and execute all acts which shall promote all or any of the aims and objectives of the Indian Society of Remote Sensing.
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