COMPARISON OF ASTER GDEM IMAGES AND SRTM IMAGES FOR RIVER WATERSHED AND GEOMORPHOLOGY STUDY

Naf’an Arifian, Kemal Rahman Denis, S. Putri
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Abstract

This study uses two DEM images, namely ASTER GDEM and DEM SRTM to map the distribution of rivers and geomorphology located in The District of Pesisir Selatan. In this study a comparison of the two images was carried out with the same level of resolution of 30 meters to see the accuracy of the images used in the study of watersheds and geomorphology. The method used in this research is processing image data then identifying the river for each image used. Further carrying out a confusion matrix which is used to check or improve data from a quantitative approach. The results of the study in terms of comparison of ASTER and SRTM images for watershed identification show that SRTM imagery is more accurate in identifying watersheds compared to ASTER imagery. After taking samples with the number of sample points taken, namely 36 samples on each, and then testing for spatial accuracy, the results show that the SRTM imagery had an accuracy rate of 88% where out of 36 sample points only 5 were wrong or not on the river. Whereas in the ASTER image of 36 sample points, there were only 6 which were right on the river, show that the level of image accuracy is only 14% for river identification. The study also shows that after the research process and accuracy test, for geomorphologic identification on the two DEM images, namely DEM SRTM and ASTER GDEM, it found that both images have the same level of accuracy, therefore both images are equally good at identifying geomorphology.
aster - gdem影像与SRTM影像在河流流域与地貌研究中的比较
本研究使用ASTER GDEM和DEM SRTM两幅DEM图像绘制了位于Pesisir Selatan地区的河流和地貌分布。在本研究中,我们以30米的相同分辨率对两幅图像进行了比较,以了解用于流域和地貌研究的图像的准确性。本研究使用的方法是对图像数据进行处理,然后为所使用的每张图像识别河流。进一步执行混淆矩阵,用于从定量方法检查或改进数据。对比ASTER和SRTM影像用于流域识别的研究结果表明,SRTM影像在流域识别上比ASTER影像更准确。以采样点为个数,即每个采样点36个采样点进行采样,并进行空间精度测试,结果表明SRTM图像的准确率为88%,其中36个采样点中只有5个在河流上是错误的或正确的。而在ASTER图像的36个样本点中,只有6个样本点在河流上,表明图像精度水平仅为14%,用于河流识别。研究还表明,经过研究过程和精度检验,对DEM SRTM和ASTER GDEM两幅DEM图像进行地貌识别,发现两幅图像具有相同的精度水平,因此两幅图像在地貌识别方面具有同等的优势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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