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基于Landsat8时间序列的宁夏青铜峡市农田防护林提取

Extraction of Farmland Shelter Forest in Qingtongxia City of Ningxia Based on Landsat8 Time Series

  • 摘要: 农田防护林在西北多风沙地区发挥了重要防护作用,为农作物提供了良好的生长环境。为了解农田防护林的空间分布特征,需要对防护林进行有效提取,采用中低分辨率遥感数据进行农田防护林提取成为重要途径。以宁夏青铜峡市农田防护林为研究对象,在2019年影像中选取7期可以代表4个季度地物特征的Landsat8 OLI影像数据,在影像预处理基础上,融入水体指数、植被特征和植被指数,提取植被的物候特征,掩膜去除研究区内其他地物,从而实现农田防护林的提取。同时利用野外调查结果和土地利用数据对提取结果进行精度评价。结果表明,该方法防护林提取的总体精度为85.16%,野外调查的50个采样点中有44个点被准确提取,精度达到88.00%。青铜峡市农田防护林多以林带的形式呈现,林带主要沿排水沟分布。

     

    Abstract: Farmland shelter forest plays an important role in protecting the northwest windy and sandy areas and provides a good growth environment for crops. To understand the spatial distribution characteristics of farmland shelterbelt, it is necessary to extract the shelter forest effectively. It is an important way to extract the farmland shelter forest by using the medium and low-resolution remote sensing data.In this study, farmland shelterbelt in Qingtongxia City, Ningxia as the research object. In the 2019 image, seven periods of Landsat8 OLI image data which can represent the characteristics of four quarters were selected to reconstruct the time series curve. On the basis of image preprocessing, water body index, vegetation characteristics and vegetation index were integrated, the phenological characteristics of vegetation were extracted, and other features in the study area were removed by mask, in order to achieve the extraction of farmland shelterbelt. At the same time, the accuracy of the extraction results is evaluated by using the field survey results and land use data.The results showed that, the overall accuracy of shelter forest extractionwas 85.16%, and 44 out of 50 sampling sites were accurately extracted with 88.00% accuracy. Farmland shelterbelts in Qingtongxia City are mostly presented in the form of forest belts, which are mainly distributed along drainage ditches.

     

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