用于土地覆盖制图的AIRSAR和SPOT图像的比较

A. Samad, Nor Sumida Haron, Mat Salam Karnadi, I. Maarof
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引用次数: 0

摘要

遥感有两种主要类型,即光学遥感和雷达遥感。本研究涉及调查使用AIRSAR图像与SPOT图像进行土地覆盖测绘的比较。以Muda Merbok地区为例,使用了10米分辨率的机载(AIRSAR图像)和20米分辨率的光学(SPOT图像),这些图像已被重新采样为10米分辨率的输出。所使用的图像是在2000年的同一年份。两幅图像都使用ENVI(用于AIRSAR图像)和ERDAS IMAGINE(用于SPOT图像)进行处理。对AIRSAR数据进行综合或解压缩、斜地距离转换、极值掩膜像元、天线方向图校正和去斑等处理。对于SPOT图像,使用了地理编码、子集、团块、消除和重新编码等一般步骤。对两幅图像进行监督分类,生成分类图。通过对这两幅图像的处理,对两幅图像进行比较,得到AIRSAR和SPOT的土地覆盖制图。研究发现,与SPOT影像相比,基于AIRSAR影像的土地覆盖制图同样可靠。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comparison of AIRSAR and SPOT imagery for land cover mapping
There are two main types based of remote sensing which is known as optical based and radar based. This study related to investigation of the use of AIRSAR imagery compare to SPOT imagery for land cover mapping purpose. Covering the Muda Merbok area as a case study, 10 meters resolution of airborne (AIRSAR imagery) and 20 meters resolution of optical based (SPOT imagery) which has been resample into 10 meters resolution output were used. The imageries used were at same year 2000. Both imageries had been processed by using ENVI (for AIRSAR imagery) and ERDAS IMAGINE (for SPOT imagery). The synthesize or decompress data, slant to ground range conversion, mask pixels of extreme values, antenna pattern correction and speckle removing were among the steps in AIRSAR data processing. For SPOT imagery the general steps like geocoding, subset, clumps, eliminate and recode were used. The supervised classifications for both images were performed to produce the classification maps. From these two images processing, comparison between both of the images were performed and then the land cover mapping for AIRSAR and SPOT were produced. It is found that land cover mapping based from the AIRSAR imagery is also reliable for land cover mapping compared to SPOT imagery.
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