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Original Articles

Sensitivity of ISODATA to changes in sampling procedures and processing parameters when applied to AVHRR time-series NDV1 data

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Pages 673-686 | Received 31 Jan 1994, Accepted 07 Jul 1994, Published online: 16 May 2007

References

  • BALL , G. H. , and HALL , D. J. , 1965 , ISODATA, a novel method of data analysis and pattern classification . Technical Report , Stanford Research Institute , tvlenlo Park , California .
  • BEZDEK , J. C. , 1981 , Pattern Recognition with Fuzzy Objective Function Algorithms ( New York Plenum Press ).
  • BEZDEK , J. C. , 1990 , Self—organizing and clustering algorithms . Proceedings of the 2nd Joint Technology Workshop on Neural Networks and Fuzzy Logic , NASA document N91–21783 , Vol. I ( Washington D.C. NASA ), pp. 143 – 158 .
  • BOYD , R. K. , BRUMFIELD , J. O. , and CAMPBELL , W. J. , 1982 , Optimization of a non—traditional unsupervised classification approach for land cover analysis . Proceedings of the National Conference on Energy Resource Management , NASA document N83–26175 ,Vol. I ( Washington D.C. NASA ), pp. 32 – 44 .
  • BROWN , J. F. , LOVELAND , T. R. , MERCHANT , J. W. , REED , B. C. , and OHLEN , D. O. , 1993 , Using multisource data in global land—cover characterization concepts, requirements, and methods . Photogrammetric Engineering and Remote Sensing , 59 , 977 – 987 .
  • BRYANT , J. , 1978 , Applications of clustering in multi—image data analysis . Report # 18 Earth Observation Division, Contract NAS–9–4689–8S NASA/Johnson Space Center , Houston , Texas , 75 pp.
  • CHEN , W. Y. , and COLLINS , W. G. , 1983 , A flexible clustering procedure for use in an unsupervised classification of Landsat data . Proceedings of the Ninth International Symposium on Machine Processing of Remotely Sensed Data , 21–23 June 1983 ( West Lafayette , Indiana Purdue University ), pp. 295–302.
  • DUDA , R. O. , and HART , P. E. , 1973 , Pattern Classification and Scene Analysis ( New York John WileY & Sons ).
  • EIDENSHINK , J. C. , HASS , R. H. , ZOKAITES , D. M. , OHLEN , D. O. , and GALLO , K. P. , 1989 , Integration of remote sensing and GIS technology to monitor fire danger in the northern great plains . Proceedings of GIS National Conference , February—March 1989 ( Ottawa , Ontario , Canada Canadian Institute of Surveying and Mapping ), pp. 944 – 956 .
  • FLEISCHMAN , C. G. , and WALSH , S. J. , 1991 , Multi—temporal AVHRR digital data an approach for landcover mapping of heterogeneous landscapes . Geocarto International , 4 , 5 – 20 .
  • GOWARD , S. N. , and DYE , D. G. , 1987 , Evaluating North American net primary productivity with satellite observations . Advances in Space Research , 7 , 165 – 174 .
  • GOWARD , S. N. , TUCKER , C. J. , and DYE , D. G. , 1985 , North American vegetation patterns observed with the NOAA–7 Advanced Very High Resolution Radiometer . Vegetatio , 1 , 27 – 39 .
  • IVERSON , L. R. , COOK , E. A. , and GRAHAM , R. L. , 1989 , A technique for extrapolating and validating forest cover across large regions calibrating AVHRR data with TM data . International Journal of Remote Sensing , 10 , 1805 – 1812 .
  • LAS , 1990 , ISOCLASS User's Guide . Land Analysis System Version 5 , Volume 3 , User's Guides, U.S. Geological Survey , EROS Data Center , Sioux Falls , South Dakota . (Unpublished manual.)
  • LOPEZ , S. , GONZALAS , F. , LLOP , R. , and CUEVAS , J. M. , 1991 , An evaluation of the utility of NOAA AVHRR images for monitoring forest fire risk in Spain . International Journal of Remote Sensing , 12 , 1841 – 1851 .
  • LOVELAND , T. R. , MERCHANT , J. W. , OHLEN , D. O. , and BROWN , J. F. , 1991 , Development of a land—cover characteristics database for the coterminous U.S . Photogrammetric Engineering and Remote Sensing , 57 , 1453 – 1463 .
  • MCGWIRE , K. C. , FAIRBANKS , D. H. K. , and ESTES , J. E. , 1992 , Examining regional vegetation associations using multi—temporal AVHRR imagery . Proceedings of American Society for Photogrammetric Engineering and Remote Sensing. American Congress of Surveying and Mapping, Spring 1992, Washington D.C. ( Washington D.C. ASPRS/ ACSM ), pp. 304 – 313 .
  • MILLER , W. A. , HOWARD , S. M. , and MOORE , D. G. , 1986 , Use of AVHRR data in an information system for fire management in the western United States . Proceedings of the Twentieth International Symposium on Remote Sensing of Environment , Nairobi, Kenya. 4–10 December 1986 ( Ann Arbor , Michigan E.R.I.M. ), pp. 67 – 79 .
  • PALTRIDGE , G. W. , and BARBER , J. , 1988 , Monitoring grassland dryness and fire potential in Australia with NOAA/AVHRR data . Remote Sensing of Environment , 2 , 381 – 394 .
  • SPANNER , M. A. , PIERCE , L. L. , RUNNING , S. W. , and PETERSON , D. L. , 1990 , The seasonality of AVHRR data of temperate coniferous forests relationship with leaf area index . Remote Sensing of Environment , 33 , 97 – 112 .
  • STONE , T. A. , and SCHLESINGER , P. , 1992 , Using 1 km resolution satellite data to classify the vegetation of South America . Proceedings of IUFRO Wacharakitti International Workshop , 13–17 January 1992, University of Kasetsart, Bangkok, Thailand|ot ( Bangkok , Thailand University of Kasetsart ), pp. 85 – 93 .
  • TOWNSHEND , J. (editor) , 1992 , The International Geosphere—Biosphere Program Improved global data for land applications . IGBP Global Change Report No. 20 , Stockholm , Sweden .
  • TUCKER , C. J. , VANPRAET , C. L. , SHARMAN , M. J. , VAN ITTERSUM , G. , 1985 , Satellite remote sensing of total herbaceous biomass production in the Senegalese Sahel 1980– 1984 . Remote Sensing of Environment , 17 , 233 – 249 .
  • WALKER , R. E. , STOMS , D. M. , ESTES , J. E. , and CAYOCCA , K. D. , 1992 , Relationships between biological diversity and multi—temporal vegetation index data in California . Proceedings of American Society for Photogrammetric Engineering and Remote Sensing, American Congress of Surveying and Mapping , Spring 1992, Washington D.C. ( Washington D.C ASPRS/ACSM ), pp. 290 – 300 .

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