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Land use change detection and impact assessment in Anzali international coastal wetland using multi-temporal satellite images

机译:使用多时相卫星图像的安扎里国际沿海湿地土地利用变化检测和影响评估

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摘要

Anzali is one of the 18 Iranian wetlands of international importance listed in Ramsar Convention. This unique ecosystem in the world with high ecological diversity is highly threatened by various factors such as pollutants, sedimentation, unauthorized development of urban infrastructure, over-harvesting of wetland resources, land use changes, and invasive species. Among which, one of the most challenging destructive factors, land use change, was scrutinized in this study. For this, remotely sensed data and Geographical Information System (GIS) were used to detect land changes and corresponding impacts on the study area over a 38-year period from 1975 to 2013.. Changes in the study area were traced in five dominant land-use classes at four time intervals of 1975, 1989, 2007, and 2013. Accordingly, changes in different categories were quantified using satellite images. The methodology adopted in this study includes an integrated approach of supervised classification, zonal and object-oriented image analyses. According to the Kappa coefficient of 0.84 for the land use map of 2013, the overall accuracy of the method was estimated at 89 %, which indicated that this method can be useful for monitoring and behavior analysis of other Iranian wetlands. The obtained results revealed extensive land use changes over the study period. As the results suggest, between the years 1975 to 2013, approximately 6500 ha (similar to 69 %) range-land area degraded. Further, urban and agricultural areas have been extended by 2982 ha (similar to 74 %) and 2228 ha (similar to 6 %), respectively. This could leave a negative impact on water quality of the wetland.
机译:安扎里(Anzali)是《拉姆萨尔公约》(Ramsar Convention)中列出的18个具有国际重要性的伊朗湿地之一。这个世界上具有高度生态多样性的独特生态系统受到各种因素的严重威胁,例如污染物,沉积,城市基础设施的未授权开发,湿地资源的过度开采,土地用途的变化和入侵物种。在这项研究中,其中一项最具挑战性的破坏性因素是土地利用变化。为此,从1975年至2013年的38年期间,使用遥感数据和地理信息系统(GIS)来检测土地变化及其对研究区域的相应影响。研究区域的变化可追溯到五个主要土地-在1975年,1989年,2007年和2013年的四个时间间隔内使用分类。相应地,使用卫星图像对不同类别的变化进行了量化。本研究采用的方法包括监督分类,区域和面向对象图像分析的集成方法。根据2013年土地利用图的Kappa系数0.84,该方法的整体准确性估计为89%,这表明该方法可用于监测和评估其他伊朗湿地的行为。获得的结果表明,在研究期内,土地用途发生了广泛变化。结果表明,在1975年至2013年之间,大约有6500公顷(约占69%)的牧场土地面积退化。此外,城市和农业地区分别扩大了2982公顷(约占74%)和2228公顷(约占6%)。这可能会对湿地的水质产生负面影响。

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