Dynamic remote sensing monitoring of land cover in ecological protection area based on GIS technology

Wei Li, Chan Lu, Shilei Cao
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引用次数: 0

Abstract

In order to overcome the problems of large image deviation and unsatisfactory details retention in traditional monitoring methods, a new remote sensing dynamic monitoring research of land cover in ecological protection area based on GIS technology was proposed. In this method, the combination of joint entropy and optimal index is used to analyse and collect remote sensing images. The geometric distortion is corrected by using the binary homogeneous polynomial correction transformation formula. According to the image enhancement, the invalid information of the image is removed, and the land cover type change is described. Finally, the prediction of land cover dynamic change in the future is completed by creating Markov model. The experimental results show that the accuracy of the land cover remote sensing image data obtained is high, the land cover monitoring rate is 73%, the pixel accuracy is more than 90%, and the edge information maintenance advantage is significant.
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基于GIS技术的生态保护区土地覆盖动态遥感监测
为克服传统监测方法图像偏差大、细节保留不理想的问题,提出了一种基于GIS技术的生态保护区土地覆盖遥感动态监测新方法。该方法采用联合熵和最优指标相结合的方法对遥感影像进行分析和采集。利用二元齐次多项式校正变换公式对几何畸变进行校正。通过图像增强,去除图像中的无效信息,描述土地覆盖类型变化。最后,通过建立马尔可夫模型,完成对未来土地覆盖动态变化的预测。实验结果表明,所获得的地表覆盖遥感影像数据精度高,地表覆盖监测率达73%,像元精度达90%以上,边缘信息维护优势显著。
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来源期刊
CiteScore
1.00
自引率
0.00%
发文量
66
期刊介绍: IJETM is a refereed and authoritative source of information in the field of environmental technology and management. Together with its sister publications IJEP and IJGEnvI, it provides a comprehensive coverage of environmental issues. It deals with the shorter-term, covering both engineering/technical and management solutions.
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