基于Landsat数据的科尔沁沙地土地覆被变化分析
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国家自然科学基金项目(41771372); 上海市科委“科技创新行动计划”项目(18511102300)


Analysis of Land Cover Changes in Horqin Sandy Land Based on Landsat Data
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    摘要:

    基于1985年、2000年和2017年的Landsat影像, 采用支持向量机(Support Vector Machine, SVM)分类方法获取了科尔沁沙地1985~2017年的土地覆被结果。首先, 采用SVM方法对1985年、2000年和2017年的Landsat影像进行了土地覆被分类。然后将研究区划分为沙地主体和黄土丘陵地区两部分, 并进一步分析了研究区土地覆被变化的区域特征。结果表明: 1985~2000年, 科尔沁沙地的耕地面积显著增加而草地面积减少, 这可能是因为在此期间实行的家庭联产承包责任制调动了牧民生产的积极性,大量耕地得到了开垦; 2000~2017年, 耕地面积减少, 草地面积增加, 这与2000年以来在该地区大力执行退耕还林还草等生态保护政策密切相关, 说明研究区的生态保护已初见成效。进一步分析表明, 1985~2017年沙地主体地区的耕地面积持续增加, 这与发展灌溉农业和种植水稻密切相关。本文将为改善和治理科尔沁地区的生态环境提供基础数据和决策依据。

    Abstract:

    Based on Landsat images in 1985, 2000 and 2017, the land cover results of Horqin sandy land from 1985 to 2017 are obtained by using support vector machine (SVM) classification method. First, we obtained land cover classification maps by using SVM classification method on Landsat images in 1985, 2000 and 2017. Then, the research area is divided into two parts: the main body of the sandy land and the hilly loess area, and the regional characteristics of the land cover change in the research area are further analyzed. The results show that from 1985 to 2000, the cultivated land area of Horqin sandy land increased significantly while the grassland area decreased probably because the household contract responsibility system was implemented during this period, which aroused the enthusiasm of herdsmen for production, and a large amount of cultivated land was reclaimed. From 2000 to 2017, the cultivated land area decreased and the grassland area increased, which is closely related to the vigorous implementation of ecological protection policies such as returning farmland to forest and grassland in this area since 2000.This change indicates that the ecological protection in the research area has achieved initial results. Further analysis shows that the cropland area in the main body of sandy land area continued to increase from 1985 to 2017, which is closely related to the development of irrigated agriculture and rice cultivation. This paper provides basic data and decision basis for improving and governing the ecological environment in Horqin area.

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杜云,喇赟娥,哈斯巴干.基于Landsat数据的科尔沁沙地土地覆被变化分析[J].红外,2020,41(6):30-41.

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