国土资源遥感
國土資源遙感
국토자원요감
REMOTE SENSING FOR LAND & RESOURCES
2014年
3期
80-85
,共6页
资源一号02C卫星%ETM+%数据融合%遥感解译
資源一號02C衛星%ETM+%數據融閤%遙感解譯
자원일호02C위성%ETM+%수거융합%요감해역
ZY-1 02 C satellite%ETM+%data fusion%remote sensing interpretation
资源一号(ZY-1)02C卫星的发射成功填补了我国自主研发高分辨率遥感卫星的空白。根据该卫星的图像特点和数据质量,以俄罗斯西伯利亚地区的ZY-102C卫星P/MS传感器数据为例,通过解译该地区的地质矿产信息,对P/MS图像数据的处理和质量情况进行分析;同时结合该地区的美国Landsat卫星ETM+数据,将P/MS全色波段数据与ETM+多光谱数据融合,并采用HSV,Brovery,Gram-Schmidt和PCA等4种融合方法进行实验对比。实验结果表明,用Gram-Schmidt法融合后的图像,光谱信息丢失最少,融合效果最好,可有效提高融合图像的空间分辨率,进而提高该地区的遥感地质解译精度。该研究成果将为进一步推进我国国产高分辨率遥感卫星的应用发挥积极作用。
資源一號(ZY-1)02C衛星的髮射成功填補瞭我國自主研髮高分辨率遙感衛星的空白。根據該衛星的圖像特點和數據質量,以俄囉斯西伯利亞地區的ZY-102C衛星P/MS傳感器數據為例,通過解譯該地區的地質礦產信息,對P/MS圖像數據的處理和質量情況進行分析;同時結閤該地區的美國Landsat衛星ETM+數據,將P/MS全色波段數據與ETM+多光譜數據融閤,併採用HSV,Brovery,Gram-Schmidt和PCA等4種融閤方法進行實驗對比。實驗結果錶明,用Gram-Schmidt法融閤後的圖像,光譜信息丟失最少,融閤效果最好,可有效提高融閤圖像的空間分辨率,進而提高該地區的遙感地質解譯精度。該研究成果將為進一步推進我國國產高分辨率遙感衛星的應用髮揮積極作用。
자원일호(ZY-1)02C위성적발사성공전보료아국자주연발고분변솔요감위성적공백。근거해위성적도상특점화수거질량,이아라사서백리아지구적ZY-102C위성P/MS전감기수거위례,통과해역해지구적지질광산신식,대P/MS도상수거적처리화질량정황진행분석;동시결합해지구적미국Landsat위성ETM+수거,장P/MS전색파단수거여ETM+다광보수거융합,병채용HSV,Brovery,Gram-Schmidt화PCA등4충융합방법진행실험대비。실험결과표명,용Gram-Schmidt법융합후적도상,광보신식주실최소,융합효과최호,가유효제고융합도상적공간분변솔,진이제고해지구적요감지질해역정도。해연구성과장위진일보추진아국국산고분변솔요감위성적응용발휘적겁작용。
The successful launch of ZY-1 02 C satellite has filled the gap in the high resolution remote sensing satellite developed by China itself. Based on the characteristics of the satellite image and data quality,the authors took ZY-1 02 C P/MS sensor data of Russia's Siberia as an example to interpret the region's geological and mineral resources information for the purpose of analyzing the data processing and data quality of P/MS image in combination with the United States Landsat ETM+ data of the region for data fusion. Four kinds of fusion methods, i. e. , HSV,Brovery,Gramm-Schmidt and PCA fusion, were used for experimental comparison. The experimental results show that the image fused with Gramm - Schmidt method not only suffers from the least loss of spectral information but also has the best fusion effect,thus improving the spatial resolution of the fused image effectively. In other words, the precision of remote sensing geological interpretation is greatly improved by Gramm - Schmidt method. The results obtained by the authors can play an active role in further promoting the application of the domestic high resolution remote sensing satellites in China.