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基于多波段统计检验的土地利用变化检测 被引量：13

THE DETECTION OF LAND USE CHANGE BASED ON THE STATISTIC TEST WITH MULTI-BAND IMAGE
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摘要 在将历史土地利用矢量图与新时期遥感影像结合研究的基础上,提出多波段统计检验差异法进行土地利用变化检测,有效避免了传统方法中阈值的不确定性。在黑龙江省佳木斯市开展的试验及精度分析表明,本方法可以在无人工干预的情况下较好地检测出土地利用变化,总体检测精度达到86.2%。 The land use change detection method based on historical land use vector maps and the present remote sensing images is studied in this paper.The method of statistical test with multi-band can efficiently avoid the threshold uncertainty of traditional methods.It is indicated that the method can guarantee the automatic measurement of land use change,with the overall accuracy being 86.2%.
作者 谢仁伟 牛铮 孙睿 汤泉
机构地区 中国科学院遥感应用研究所 北京师范大学地理学与遥感科学学院
出处 《国土资源遥感》 CSCD 2009年第2期66-70,共5页 Remote Sensing for Land & Resources
基金 国家重点基础研究发展规划项目(2007CB714406) 中国科学院知识创新工程重要方向项目(KZCX2-YW-313) 遥感科学国家重点实验室科研资助基金项(KQ060006)共同资助
关键词 土地利用矢量图 遥感影像 变化检测 多波段统计检验 Land use vector map Remote sensing Image Change detection Statistical test with multi-band
分类号 TP79 [自动化与计算机技术—检测技术与自动化装置]
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参考文献8

  • 1[2]Daniel J Hayes,Steven A Sader.Comparison of Change-Detection Techniques for Monitoring Tropical Forest Clearing and Vegetation Regrowth in a Time Series[J].Photogrammetric Engineering & Remote Sensing,2001,67(9):1067-1075.
  • 2马建文,田国良,王长耀,燕守勋.遥感变化检测技术发展综述[J].地球科学进展,2004,19(2):192-196. 被引量：76
  • 3[4]Miller L D,Nualchawee K,Tom C.Analysis of Dynamics of Shifting Cultivation in the Tropicol Forest of Northern Thailand Using Landscape Modeling and Classification of Landsat Imagery[A].Proceedings of the 12th International Symposium on Remote Sensing of Envirorment[C].Grenbelt,MD,1978.
  • 4[5]Michalek J L,Wagner T W,Luczkovich J J,et al.Multispectral Change Vector Analysis for Monitoring Coastal Marine Environments[J].Photogrammetric Engineering and Remote Sensing,1993,59(3):381-384.
  • 5[6]Yey A G O,Li X.An Integrated Remote Sensing and GIS Approach in the Monitoring and Evaluation of Rapid Urban Growth for Sustainable Development in the Pearl River Delta China[J].International Planning Studies,1997,2(2):193-210.
  • 6张继贤,杨贵军.单一时相遥感数据土地利用与覆盖变化自动检测方法[J].遥感学报,2005,9(3):294-299. 被引量：41
  • 7李向军,牛铮,邓小炼,林文鹏.一种基于矢量图的区域变化检测方法[J].高技术通讯,2006,16(6):566-569. 被引量：3
  • 8[10]耿素云,张立昂.概率统计[M].北京:北京大学出版社,2004.

二级参考文献20

  • 1MAS J F. Monitoring Land - cover Changes: A Comparison of Change Detection Techniques[J]. Int. J. Remote Sensing.1999,20(1):139-152.
  • 2Daniel J. Hayes, Steven A. Sader. Comparison of Change-Detection Techniques for Monitoring Tropical Forest Clearing and Vegetation Regrowth in a Time Series[J]. Photogrammetric Engineering & Remote Sensing, 2001,67(9):1067-1075.
  • 3Daniel L. Civco et al. A Comparison of Land Use and Land Cover Change Detection Methods[R]. 2002 ASPRS-ACSM Annual Conference and FIG ⅩⅩⅡ Congress, April 22-26, 2002.
  • 4Molenaar, An Introduction to the Theory of Spatial Object Modeling for GIS[A]. Research Monographs in GIS series[C], Wiley & Francis, London,1998.
  • 5Wang, Y, Civco DL. Three Artificial Neural Network Paradigms in High Dimensional Multisource Spatialdata Classification[A]. The Association of Chinese Professionals in GIS Geographic Information Science[C].1996,1(2):73-87.
  • 6Niemeyer, I, Canty M J. Object-Oriented Post-Classification of Change Images[A]. Proceedings of SPIE's International Symposium on Remote Sensing, Toulouse, France, 17-21 September 2001, SPIE,2001 , 4545.
  • 7Koeln, G, Bissonnette J. Cross-correlation Analysis: Mapping Land Cover Change with a Historic Land Cover Database and Recent,Single-date Multispectral Image[A].Proc. 2000 ASPRS Annual Convention, Washington, DC,2000.
  • 8Hurd, J. D,Civco DL, LaBash C, et al. Coastal Wetland Mapping and Change Detection in the Northeast United States[A]. Proc. 1992 ASPRS/ACSM/RT'92 Convention[C]. Washington, D. C. 1:130-139,1992.
  • 9Civco, D. L. Knowledge-based Land Use and Land Cover Mapping[A]. Proc. of the 1989 Annual Meeting of the American Society for Photogrammetry and Remote Sensing[C]. Baltimore,MD,1989.
  • 10Javier Hervas,Jose I,Barredo,et al.Monitoring landslides from optical remotely sensed imagery the case history of Tessina landslide.Italy Gemorphology,2003,54:63-75

共引文献112

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引证文献13

二级引证文献57

国土资源遥感
2009年 第2期

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