[1]卫建军,李新平,赵东波,等.混合像元分离的研究进展[J].水土保持研究,2006,13(05):103-105.
　WEI Jian-jun,LI Xin-ping,ZHAO Dong-bo,et al.Review on Un-mixing Mixed-pixel of Remotely Sensed Data[J].Research of Soil and Water Conservation,2006,13(05):103-105.
点击复制

混合像元分离的研究进展

《水土保持研究》[ISSN:1005-3409/CN:61-1272/P] 卷: 13 期数: 2006年05期 页码: 103-105 栏目: 出版日期: 1900-01-01
Title:
Review on Un-mixing Mixed-pixel of Remotely Sensed Data
作者:
卫建军1, 李新平1, 赵东波1, 梁伟1,2
1. 西北农林科技大学资源与环境学院;
2. 中国科学院水利部水土保持研究所, 陕西, 杨陵, 712100
Author(s):
WEI Jian-jun1, LI Xin-ping1, ZHAO Dong-bo1, LIANG Wei1,2
1. College of Resources and Environment, Northwest Sci-tech University of Agriculture and Forestry;
2. Institute of Soil and Water Conservation, Chinese Academy of Sciences, Yangling, Shaanxi, 712100, China
关键词:
遥感; 混合像元; 分解模型
Keywords:
remote sensing; mixed-pixel; un-mixing model
分类号:
TP79
摘要:
遥感成像中混合像元的产生是不可避免的,它的存在严重影响了遥感影像的解译精度,是传统的像元级遥感分类和面积量测精度难以达到实用要求的主要原因.介绍了混合像元存在的普遍性及对其研究的重要性,重点阐述了线性模型、概率模型、几何光学模型等几种分离方法及其它们各自的特点并对它们目前存在的不足和以后要重点研究的内容进行了讨论.最后,指出了现有研究的不足并对今后研究的重点问题给出了建议.
Abstract:
The remotely sensed image often has many mixed-pixels,which is one of the important reasons for low interpretation accuracy.Also,it is the main reason that the normal classification based on pixel and area measure accuracy can not meet our needs.The universality of the mixed-pixel and the importance of studying on it is presented.Especially illustrates linear,probabilistic,geometric-optical model and several techniques for un-mixing the mixed-pixel.Finally,the authors think it is not enough for the recent research and give advice on the advanced study in the future.

参考文献/References:

[1] 朱述龙.基于混合像元的遥感图像分类技术[J].解放军测绘学院学报,1995,12(4):226-229.
[2] 陶秋香.非线性混合光谱模型及植被高光谱遥感分类若干问题研究[D].青岛:山东科技大学,2004.
[3] 陈述彭,童庆喜,郭华东.遥感信息机理研究[M].北京:科学出版社,1998.201-212.
[4] 李郁竹.农作物气象卫星遥感监测和估产研究进展和前景探讨[J].气象科技,1997,(3):29-43.
[5] 桂预风,张继贤,林宗坚.土地利用遥感动态监测中混合像元的分解方法研究[J].遥感信息,2000,(2):18-21.
[6] 吴波,张良培,李平湘.非监督正交子空间投影的高光谱混合像元自动分解[J].中国图象图形学报,2004,9(11):1392-1396.
[7] 毛克彪,覃志豪,张万昌.针对ETM基于BP网络像元分解模型分类研究[J].遥感信息,2004,(2):27-30.
[8] 霍东民,刘高焕,骆剑承.基于PCM改进算法的遥感混合像元模拟分析[J].遥感学报,2005,9(2):131-136.
[9] Charles Ichoku,Arnon Karnieli.A review of mixture modeling techniques for sub-pixel land cover estimation[J].Remote Sensing Reviews,1996,13:161-186.
[10] 陶秋香,赵长胜,张连蓬.植被高光谱遥感分类中一种新的非线性混合光谱模型及其解算方法[J].矿山测量,2004,(1):28-31.
[11] Marsh,S E,Switzer,P,Kowalik,W S,et al.Resolving the percentage of component terrains within single resolution elements[J].Photogrammetric Engineering and Remote Sensing,1980,46(8):1079-1086.
[12] Wang,F.Fuzzy supervised classification of remote sensing images[J].IEEE Transaction on Geoscience and Remote Sensing,1990,16(1):194-201.
[13] 李剑萍,郑有飞.气象卫星混合像元分解研究综述[J].中国农业气象,2000,21(2):44-47.
[14] 马超飞,马建文,布和敖斯尔.USLE模型中植被覆盖因子的遥感数据定量估算[J].水土保持通报,2001,21(4):6-9.
[15] Dengsheng Lu,E M,Mateus Batistella,Linear mixture model applied to Amazonian vegetation classification[J].Remote Sensing of Environment,2003,87:456-469.
[16] 王喜鹏,张羊贞.应用神经网络模型分解AVHRR混合像元[J].遥感学报,1998,2(1):51-56.
[17] 桂预风,张继贤,林宗坚,宣文玲.基于灰神经网络理论的混合像元分解方法研究[J].遥感信息,2000,(4):27-28.
[18] 范闻捷,徐希孺.混合像元组分信息的盲分解方法[J].自然科学进展,2005,15(8):993-1000.
[19] G I Metternicht,A Fermont.Estimating Erosion Surface Features by Linear Mixture Modeling[J].Remote Sensing of Environment,1998,64:254-265.
[20] Allan Aasbjerg Nielsen.Spectral Mixture Analysis:Linear and Semi-parametric Full and Iterated Partial Unmixing in Multi-and Hyperspectral Image Data[J].Mathematical and Vision,2001,15:17-37.
[21] X.Zhou,S.Folving.Application of spectral mixture modelling to the regingal assessment of land degradation:a case study from basilicata,Italy[J].Land Degradation & Rehabilitation,1994,5:215-222.
[22] 陶秋香,陶华学,张连蓬.线形混合光谱模型在植被高光谱遥感分类中的应用研究[J].勘察科学技术,2004,(1):21-24.

相似文献/References:

[1]田洪阵,杨太保,刘沁萍.近40年来冷龙岭地区冰川退缩和气候变化的关系[J].水土保持研究,2012,19(05):34.
　TIAN Hong-zhen,YANG Tai-bao,LIU Qin-ping.Relationship between Climate Change and Glacier Retreat over the Last 40 Years in Lenglongling Range of Eastern Qilian Mountains[J].Research of Soil and Water Conservation,2012,19(05):34.
[2]李亮,翟进,史海滨.基于TM影像的河套灌区区域蒸散发研究[J].水土保持研究,2012,19(05):248.
　LI Liang,ZHAI Jin,SHI Hai-bin.Study of Regional Evapotranspiration of Hetao Irrigationg District Based on TM Images[J].Research of Soil and Water Conservation,2012,19(05):248.
[3]陈昊,吴攀,刘沛,等.麻窝山小流域石漠化景观格局变化特征[J].水土保持研究,2012,19(04):239.
　CHEN Hao,WU Pan,LIU Pei,et al.Landscape Patterns of Rocky Desertification in the Mawoshan Karst Basin of Northwest Guizhou Province[J].Research of Soil and Water Conservation,2012,19(05):239.
[4]赵银兵,倪忠云,陈陵康,等.西藏曲水-桑日地区1988-2009年土地利用景观格局演变研究[J].水土保持研究,2012,19(03):180.
　ZHAO Yin-bing,CHEN Ling-kang,NAN Xi,et al.Study on Landscape Evolution in Qushui-Sangri Area of Tibet from 1988 to 2009[J].Research of Soil and Water Conservation,2012,19(05):180.
[5]李锐,赵永安,宋桂琴,等.固原上黄土地资源信息系统及其应用[J].水土保持研究,1992,(02):26.
　Li Rui,Zhao Yongan,Song Guiqin,et al.LAND RESOURCES INFORMATION SYSTEM OF SHANGHUANG IN GUYUAN COUNTY[J].Research of Soil and Water Conservation,1992,(05):26.
[6]刘静.数字化地形模型（DTM）在水土保持中的应用[J].水土保持研究,1992,(02):96.
　Liu Jeng.ESTABLSHING AND APPLICATION OF DTM FOR SOIL AND WATER CONSERVATION[J].Research of Soil and Water Conservation,1992,(05):96.
[7]全志杰,王成吉,毛晓利,等.毛乌素沙地西部区土地沙漠化动态遥感研究──以盐池县为例[J].水土保持研究,1995,2(02):158.
　Quan Zhijie,Wang Chengji,Mao Xiaoli,et al.The Remote Sensing Study of Developments of Desertize of Soil of West Area of Maowusu Sand Soil──Taking the Yanchi County as an Example[J].Research of Soil and Water Conservation,1995,2(05):158.
[8]陈明华,黄炎和.福鼎市土壤侵蚀的遥感监测研究[J].水土保持研究,1998,5(02):136.
　Chen Mnghua,Huang Yanhe.Study on Monitoring of Soil Erosion by Using Remote Sensing Technology in Fuding City[J].Research of Soil and Water Conservation,1998,5(05):136.
[9]陈永宝,陈志伟,郭志民.应用GIS实现水土流失定量遥感监测[J].水土保持研究,1998,5(02):152.
　Chen Yongbao,Chen Zhiwei,Guo Zhimin.The Quantitative Remote Sensing Monitoring of Soil and Water Loss by Using GIS[J].Research of Soil and Water Conservation,1998,5(05):152.
[10]韦中亚.石家庄市土壤侵蚀定量评价研究[J].水土保持研究,1999,6(04):62.
　Wei Zhongya.Quantitative Evaluation on Soil Erosion of Shijiazhuang[J].Research of Soil and Water Conservation,1999,6(05):62.

备注/Memo

收稿日期:2006-6-5。
作者简介:卫建军(1981- ),男,在读硕士,主要研究方向:GIS与遥感的应用.

更新日期/Last Update: 1900-01-01