Studying the effect of Anzali port breakwaters on sedimentation in Anzali wetland using remote sensing

IF 3 4区 环境科学与生态学 Q3 ENGINEERING, ENVIRONMENTAL
P. Safaval, Seyed Ahmad Neshaei, Peyman Heidarian, Mehrdad Khanmohammadi, Fariba Ghanbarpour, Zahra Azizi, S. Behzadi, A. Stefanakis
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Abstract

The construction of new breakwaters in Anzali port has had a significant impact on the water body of the Anzali international lagoon. The Anzali wetland is under threat from sediment influx from mountainous regions, and the study used satellite image processing to demonstrate how the construction of new breakwaters impedes the natural transfer of sediment from the lagoon to the sea. The methodology employed a hybrid approach combining two methods: normal water index (MNDWI) and supervised classification (SVM) to detect sediment accumulation in the wetland water zone. Following the construction of new breakwaters in 2009, an island formed and expanded exponentially in parts of Sorkhankol Wildlife Sanctuary's water body. This phenomenon is attributed to decreased water flow caused by increased cross-section current and volume of water, creating a dam-like function against channel flow leading to the sea. Consequently, sediments and suspended loads settle in Sorkhankol's water zone, leading to an increase in island area from 0.39 hectares to over 26 hectares during the studied period. Result showed Kappa coefficients by SVM algorithm for years 2002, 2010, 2012 and 2017 which were found to be 0.76, 0.62, 0.71 and 0.86 respectively indicating that SVM outperforms MNDWI in effectively monitoring landform changes.
安扎里港防波堤对安扎里湿地淤积影响的遥感研究
安扎利港新防波堤的建设对安扎利国际泻湖的水体产生了重大影响。安扎利湿地正受到来自山区的沉积物涌入的威胁,该研究使用卫星图像处理来证明新防波堤的建设如何阻碍沉积物从泻湖向海洋的自然转移。该方法采用了一种混合方法,结合了正常水指数(MNDWI)和监督分类(SVM)两种方法来检测湿地水域的沉积物堆积。2009年建造了新的防波堤后,索尔坎科尔野生动物保护区的部分水体形成了一个岛屿,并呈指数级扩张。这一现象归因于横截面电流和水量增加导致的水流减少,从而形成了一种类似水坝的功能,阻止了通往大海的通道流。因此,在研究期间,沉积物和悬浮物沉积在Sorkhankol的水域,导致岛屿面积从0.39公顷增加到26公顷以上。结果显示,SVM算法在2002年、2010年、2012年和2017年的Kappa系数分别为0.76、0.62、0.71和0.86,表明SVM在有效监测地形变化方面优于MNDWI。
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来源期刊
Environmental Engineering Research
Environmental Engineering Research Environmental Science-Environmental Engineering
CiteScore
7.50
自引率
5.70%
发文量
80
期刊介绍: The Environmental Engineering Research (EER) is published quarterly by the Korean Society of Environmental Engineers (KSEE). The EER covers a broad spectrum of the science and technology of air, soil, and water management while emphasizing scientific and engineering solutions to environmental issues encountered in industrialization and urbanization. Particularly, interdisciplinary topics and multi-regional/global impacts (including eco-system and human health) of environmental pollution as well as scientific and engineering aspects of novel technologies are considered favorably. The scope of the Journal includes the following areas, but is not limited to: 1. Atmospheric Environment & Climate Change: Global and local climate change, greenhouse gas control, and air quality modeling. 2. Renewable Energy & Waste Management: Energy recovery from waste, incineration, landfill, and green energy. 3. Environmental Biotechnology & Ecology: Nano-biosensor, environmental genomics, bioenergy, and environmental eco-engineering. 4. Physical & Chemical Technology: Membrane technology and advanced oxidation. 5. Environmental System Engineering: Seawater desalination, ICA (instrument, control, and automation), and water reuse. 6. Environmental Health & Toxicology: Micropollutants, hazardous materials, ecotoxicity, and environmental risk assessment.
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