基于多时相Landsat遥感数据的白洋湖地区土地覆盖变化分析

Meiting Hou, R. Mao, Suying Chen, Hongjun Li, Bo‐Lin Wang
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引用次数: 0

摘要

多时相遥感数据提供了一种准确、经济的方法来分析土地覆盖随时间的变化。白洋湖是华北地区最大的淡水湖,白洋湖地区土地覆被变化对当地生态环境影响较大。基于1987年、1991年、1996年和2002年的Landsat (TM)数据,采用最大似然法将土地覆盖分为耕地、林地、城市用地、村庄、水体、湿地和裸地7种类型。总体分类准确率平均为86%,Kappa系数为0.75。然后通过对土地分类后地图的叠加得到LCC的转换矩阵。1987 - 2002年间,耕地从占土地总面积的63.9%下降到58%,湿地从4.5%下降到3.3%,林地从2.6%增加到3.3%,城市用地从1.2%增加到2.6%,村庄用地从26.1%增加到29.1%,水体从1.3%增加到3.3%,裸地数量没有变化。土地覆被变化不是独立发生的,而是与社会经济因素和自然条件突变有一定的联系。降水控制了水和湿地的面积,人类实践过程限制了农田、城市用地、村庄和林地的转化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The analysis of land cover change in the Baiyang Lake region by multitemporal Landsat remote sensing data
Multitemporal remotely sensed data provide an accurate, economical means to analyze the changes in land cover over time. Land cover change in the region of Baiyang Lake that is the biggest freshwater lake in North China effects local eco-environment intensely. Based on the Landsat (TM) data for 1987, 1991, 1996, and 2002, and employing the maximum-likelihood method, the land cover was classified into seven types, farmland, forest land, urban land, village, water body, wetland and bare land. The overall classification accuracies averaged 86% and the Kappa coefficient is 0.75. Then the transition matrix of The LCC was obtained by overlaying land post-classification map. Between 1987 and 2002 the amount of farmland decreased from 63.9% to 58% of the total land area, wetland decreased from 4.5% to 3.3%, while forest land increased from 2.6% to 3.3%, urban land increased from 1.2% to 2.6%, village increased from 26.1% to 29.1%, water body increased from 1.3% to 3.3%, the amount of bare land was unchanged. Land cover change can not take place independently but has certain linkages with the socioeconomic factors and mutations in natural conditions. Precipitation controlled the area of water and wetland, and human practice process restricted conversions of farmland, urban land, village and forest land.
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