Technology and Methodology |
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A Sensitivity Analysis and Accuracy Assessment of Different Water Extraction Index Models Based on ALOS AVNIR-2 Data
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XIONG Jin-guo 1,2, WANG Shi-xin 1, ZHOU Yi 1 |
1.Institute of Remote Sensing Application, Chinese Academy of Sciences, Beijing 100101, China; 2.Graduate University of Chinese Academy of Sciences, Beijing 100049, China |
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Abstract In this study, spectral characteristics of water bodies and other objects in ALOS AVNIR-2 imagery in areas near Huizhou of Guangdong Province were analyzed. The impact of the threshold on the sensitivity of extracting water and the maximum precision of the four different water index models were studied. It is found that the water area in the image can be extracted well using these index models. The result shows that the application effects decrease in order of NDWI,NIR,NDVI and RVI. If the proper threshold is chosen,the overall accuracy can reach the highest and the value is nearly 98 % by using NDWI,which, moreover, is not sensitive to the threshold.
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Keywords
Desktop virtual reality
Characteristic
Key technique
Application
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Issue Date: 02 August 2011
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