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Integrating remote sensing and wetland ecology: a case study on South African wetlands

机译:融合遥感和湿地生态学:南非湿地的案例研究

摘要

Remote sensing is a valuable tool for wetland ecology and conservation. With this study, we aimed at providing relevant information on wetland characteristics, obtained by standard techniques and relatively cheap optical imagery. The number, surface area, distance, and dynamics of temporary and permanent wetlands were determined for the Western Cape, South Africa. These characteristics are important for the metacommunity structure of amphibians and invertebrates. Isolated open water wetlands were classified by supervised maximum likelihood classification on seven Landsat images (1987 - 2002). Imagery acquired in summer contained fewer wetlands than those acquired in winter. The number of winter wetlands showed an increasing trend over time, which was not significantly correlated with yearly rainfall. Most classified wetlands were smaller than 1.5 ha. The distance to the nearest-wetland was longer in winter. In comparison to temporary wetlands, fewer, but on average larger permanent wetlands were classified. The relatively high number of wetlands is essential for local and migrating wading birds. The many small observed wetlands could also serve as stepping-stones, important for species conservation. We conclude that through relatively cheap imagery and standard Geographical Information System (GIS) techniques, basic ecological data can be generated. However, the resolution of Landsat imagery is too low to detect small wetlands. High accuracy images (such as IKONOS) would give more detailed results, but the high cost and the lack of long term data are at present restricting factors for their use by ecologists.
机译:遥感是湿地生态和保护的宝贵工具。通过这项研究,我们旨在提供有关湿地特征的相关信息,这些信息是通过标准技术和相对便宜的光学影像获得的。确定了南非西开普省临时和永久性湿地的数量,表面积,距离和动态。这些特征对于两栖动物和无脊椎动物的元群落结构很重要。通过对七个Landsat影像(1987年至2002年)进行监督的最大似然分类,对孤立的开放水域湿地进行了分类。夏季获得的图像包含的湿地少于冬季获得的图像。冬季湿地的数量显示出随时间增加的趋势,这与年降雨量没有显着相关。大多数分类湿地小于1.5公顷。冬天到最近湿地的距离更长。与临时湿地相比,分类较少,但平均而言,较大的永久湿地被分类。相对大量的湿地对于本地和迁徙的涉水鸟类至关重要。观察到的许多小湿地也可以用作垫脚石,对物种保护很重要。我们得出结论,通过相对便宜的图像和标准的地理信息系统(GIS)技术,可以生成基本的生态数据。但是,Landsat影像的分辨率太低,无法检测到小的湿地。高精度图像(例如IKONOS)会给出更详细的结果,但是目前,高成本和缺乏长期数据是生态学家使用它们的限制因素。

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