匹配滤波与光谱信息发散法在水质检测中的比较

Önder Gürsoy, R. Atun
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引用次数: 0

摘要

水资源的质量对环境和人类健康非常重要,现在可以结合遥感技术对其进行检查。水资源的管理对各国的发展至关重要。在我国,由于工业的发展和其他因素,水资源的质量越来越差。遥感中的光谱分类方法很多,本研究主要针对两种光谱分类方法的适用性进行水质评价。在本研究范围内,考察了Kızılırmak河İmranlı区域。“克里斯·普罗巴”卫星的高分辨率图像由欧洲航天局免费提供。确定了光谱辐射计测量点,得到水样。从这些点出发,在卫星跃迁的同时,用光谱辐射计进行了局部测量。通过对实验室水样的分析,对水质进行了评价。根据光谱辐射计的测量结果,在Chris PROBA波段间隔对测量结果的反射率进行了重新采样,并建立了分类参考。利用这些数据,测试了光谱分类方法——匹配滤波和光谱信息发散——在水质评价中的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
THE COMPARISON OF MATCH FILTERING AND SPECTRAL INFORMATION DIVERGENCE METHODS FOR DETECTING OF WATER QUALITY
The quality of water resources, which are very important for environmental and human health, can now be examined together with remote sensing technology. Management of water resources is crucial for the development of countries. In our country, the quality of the water resources is getting worse due to the development of the industry and other factors. There are many spectral classification methods in remote sensing, and the applicability of two spectral classification methods is aimed to evaluate water quality in this study. Within the scope of this study, İmranlı region of Kızılırmak River was examined. High resolution satellite image in operation CHRIS Proba is provided free of charge from European Space Agency. The spectroradiometer measurement points were determined to obtain the water sample. From these points, local measurements were made with the spectroradiometer simultaneously with transition of the satellite. The quality evaluation was carried out by analyzing the water samples in the laboratory. As a result of measurements made with the spectroradiometer, reflectance from the measurements was resampled at the Chris PROBA band intervals and a reference for classification was established. Using this data, applicability of a spectral classification method, Match Filtering and Spectral Information Divergence, was tested in order to evaluate water quality.
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