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Wetland Monitoring Application in Panjin City Based on Remote Sensing Data of Wide-Band Imaging Spectrometer of Tiangong-2

机译:基于天宫二号宽带成像光谱仪遥感数据的盘锦市湿地监测应用

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摘要

The Liaohe Delta wetland is important in China for its abundant resources. In addition, the current situation of Panjin city wetland is significant for protecting and restoring the Liaohe wetland ecology. The suitability of Tiangong-2 remote sensing imagery and non-remote sensing data to coastal wetland monitoring was studied in this paper. Based on spectral features of various areas, a method of partition classification is proposed. Information about Panjin wetland resources, including four types of natural wetland and three types of artificial wetland was extracted by spectral analysis combining feature shape, patch area and texture characteristics, and classification accuracy was evaluated with Landsat data. The overall accuracy of the partition classification method reached 89.89%, and the kappa coefficient was 0.8748, The feasibility of remote sensing extraction of coastal wetland information in Panjin city based on Tiangong-2 data is validated. The research show that the wetland area is 3184.89 km~2, of which the natural wetland area is 1129.98 km~2, accounting for 40.53% of the total area; and the artificial wetland area is 1893.91 km2, accounting for 59.47% of the total area. Among these, paddy fields occupy the largest area, accounting for 55.29% of the total wetland area. In order of decreasing area, the others are reed swamps, mudflat wetlands, Suaeda salsa swamps, aquaculture farms, reservoirs/ponds, and river wetland.
机译:辽河三角洲湿地资源丰富,在中国非常重要。此外,盘锦市湿地的现状对于保护和恢复辽河湿地生态具有重要意义。研究了天宫二号遥感影像和非遥感数据在沿海湿地监测中的适用性。基于各个区域的光谱特征,提出了一种分区分类的方法。通过结合特征形状,斑块面积和质地特征的光谱分析,提取了盘锦湿地资源的信息,包括四种自然湿地和三种人工湿地,并利用Landsat数据评估了分类准确性。分区分类方法的总体准确度达到89.89%,kappa系数为0.8748,验证了基于天宫二号数据遥感提取盘锦市沿海湿地信息的可行性。研究表明,湿地面积为3184.89 km〜2,其中自然湿地面积为1129.98 km〜2,占总面积的40.53%。人工湿地面积1893.91 km2,占总面积的59.47%。其中,水田面积最大,占湿地总面积的55.29%。按照面积减少的顺序,其他是芦苇沼泽,滩涂湿地,Suaeda salsa沼泽,水产养殖场,水库/池塘和河流湿地。

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