Abstract：To explore the role of Chinese single polarization SAR data in auto-recognition of manganese slag pools and improve recognition accuracy for manganese slag pools coupled with optical data, the authors chose confusing goals with manganese slag pools in the optical image, and analyzed qualitatively their scattering properties and the difference in SAR and optical images. Based on the results of analysis, the authors carried out the research on auto- identification of manganese slag pools. The optical image was segmented using object-oriented approach. The authors selected the typical manganese slag pools and confusing objects in optical image, and calculated the texture characteristics of the samples. The experiment results show that manganese slag pools recognition rules in the SAR image could be established effectively through SAR texture features, and this provides the basis for the realization of the combination of radar data with optical SAR data for automatic identification of manganese slag pools on computer.
熊文成, 肖如林, 申文明, 付卓, 史园莉. 国产单极化SAR数据在锰渣尾矿库自动化识别中的应用[J]. 国土资源遥感, 2014, 26(4): 119-124.
XIONG Wencheng, XIAO Rulin, SHEN Wenming, FU Zhuo, SHI Yuanli. Application of Chinese single polarization SAR data in automatic identification of manganese slag pools. REMOTE SENSING FOR LAND & RESOURCES, 2014, 26(4): 119-124.
[1] 新华网.中国尾矿库之危[EB/OL].[2011-01-13].http://news.xinhuanet.com//c_12977377.htm. Xinhua Net.Crisis of China's tailings[EB/OL].[2011-01-13].http://news.xinhuanet.com//c_12977377.htm. [2] 陈伟涛,张志,王焰新,等.矿山地质环境遥感监测方法初探[J].地质通报,2010,29(2/3):457-462. Chen W T,Zhang Z,Wang Y X,et al.Preliminary study on methods of geo-environment monitoring in minesites using remote sensing technique[J].Geological Bulletin of China,2010,29(2/3):457-462. [3] 甘甫平,刘圣伟,周强.德兴铜矿矿山污染高光谱遥感直接识别[J].地球科学,2004,29(1):119-126. Gan F P,Liu S W,Zhou Q.Identification of mining pollution using hyperion data at Dexing copper mine in Jiangxi Province,China[J].Earth Science-Journal of China University of Geosciences,2004,29(1):119-126. [4] 刘圣伟,甘甫平,王润生.用卫星高光谱数据提取德兴铜矿区植被污染信息[J].国土资源遥感,2004,16(1):6-10. Liu S W,Gan F P,Wang R S.The application of hyperion data to extracting contamination information of vegetation in the Dexing copper mine,Jiangxi Province,China[J].Remote Sensing for Land and Resources,2004,16(1):6-10. [5] 王洁,杨锋杰,李江涛,等.遥感技术在江西德兴铜矿矿区污染研究中的应用[J].山东科技大学学报:自然科学版,2005,24(4):66-69. Wang J,Yang F J,Li J T,et al.The application of remote sensing technique in the pollution condition investigation of Dexing copper mine in Jiangxi Province[J].Journal of Shandong University of Science and Technology:Natural Science,2005,24(4):66-69. [6] 刘文婷,张志,彭瑛.TM影像在尾矿库水质监测中的应用[J].矿业研究与开发,2010,30(6):90-92. Liu W T,Zhang Z,Peng Y.Application of TM image in monitoring the water quality of tailing reservoir[J].Mining Research and Development,2010,30(6):90-92. [7] 安国强,吴泉源,高守英.招远市金矿区环境遥感调查研究[J].国土资源遥感,2003,15(2):30-33. An G Q,Wu Q Y,Gao S Y.Remote sensing investigation of the gold mining area in Zhaoyuan City[J].Remote Sensing for Land and Resources,2003,15(2):30-33. [8] 苗艳艳,樊勇,葛纯朴.遥感技术在湖北矿山环境调查中的应用[J].矿业安全与环保,2007,34(5):30-33. Miao Y Y,Fan Y,Ge C P.The application of remote sensing technique in the mine sites environment investigation in Hubei Zhaoyuan[J].Mining Safety and Environmental Protection,2007,34(5):30-33. [9] 赵永明.基于3S技术山西省塔儿山尾矿库监测[D].北京:中国地质大学(北京),2011. Zhao Y M.Monitor tailings based on 3S technology to Tower Mountain in Shanxi Province[D].Beijing:China University of Geosciences(Beijing),2011. [10] Peyret M,Djamour Y,Rizza M,et al.Monitoring of the large slow Kahrod landslide in Alborz mountain range(Iran)by GPS and SAR interferometry[J].Engineering Geology,2008,100(3/4):131-141. [11] Baldo M,Bicocchi C,Chiocchini U,et al.LiDAR monitoring of mass wasting processes:The Radicofani landslide province of Siena,Central Italy[J].Geomorphology,2009,105(3/4):193-201. [12] 王桥,魏斌,王昌佐,等,基于环境一号卫星的生态环境遥感监测[M].北京:科学出版社,2010. Wang Q,Wei B,Wang C Z,et al.Ecological Environment Monitoring Based on the HJ-1 Satellites[M].Beijing:Science Press,2010. [13] 陈劲松,林晖,邵芸.微波遥感农业应用研究——水稻生长监测[M].北京:科学出版社,2010. Chen J S,Lin H,Shao Y.The Application Research of Microwave Remote Sensing in Agriculture-rice Growth Monitoring[M].Beijing:Science Press,2010. [14] 郭华东.雷达对地观测理论与应用[M].北京:科学出版社,2000. Guo H D.Theory and Application of Radar Earth Observation[M].Beijing:Science Press,2000. [15] 张红,王超,张波,等.高分辨率SAR图像目标识别[M].北京:科学出版社,2009. Zhang H,Wang C,Zhang B,et al.High Resolution SAR Image Target Recognition[M].Beijing:Science Press,2009. [16] Crisp D J.The state-of-the-art in ship detection in synthetic aperture Radar imagery[R].DSTO Information Sciences Laboratory Report,2004. [17] Vachon P W,Thomas S J,Cranton J,et al.Validation of ship detection by the RadarSAT synthetic aperture Radar and the ocean monitoring workstation[J].Canadian Journal of Remote Sensing,2000,26(3):200-212. [18] Vachon P W,Thomas S J,CrantonJ,et al.Monitoring the coastal zone with the RadarSAT satellite[C].UK:Oceanology International,1998:10.
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