948
Views
74
CrossRef citations to date
0
Altmetric
Original Articles

Crop classification using multi-configuration SAR data in the North China Plain

, , , , &
Pages 170-183 | Received 29 Jun 2010, Accepted 22 Feb 2011, Published online: 31 Aug 2011

References

  • Benedetti , R. and Rossini , P. 1993 . On the use of NDVI profile as a tool for agricultural statistics: the case study of wheat yield estimate and forecast in Emilia Romagna . Remote Sensing of Environment , 45 : 311 – 326 .
  • Berberoglu , S. , Curran , P.J. , Lloyd , C.D. and Atkinson , P.M. 2007 . Texture classification of Mediterranean land cover . International Journal of Applied Earth Observation and Geoinformation , 9 : 322 – 334 .
  • Blaes , X. , Vanhalle , L. and Defourny , P. 2005 . Efficiency of crop identification based on optical and SAR image time series . Remote Sensing of Environment , 96 : 352 – 365 .
  • Brown , R.J. , Manore , M.J. and Poirier , S. 1992 . Correlations between X-, C-, and L-band imagery within an agricultural environment . International Journal of Remote Sensing , 13 : 1645 – 1661 .
  • Burges , C.J.C. 1998 . A tutorial on support vector machines for pattern recognition . Data Mining and Knowledge Discovery , 2 : 121 – 167 .
  • Chen , J.S. , Lin , H. and Pei , Z.Y. 2007 . Application of ENVISAT ASAR data in mapping rice crop growth in southern China . IEEE Transactions of Geoscience and Remote Sensing , 4 : 431 – 435 .
  • Clausi , D.A. 2002 . An analysis of co-occurrence texture statistics as a function of grey level quantization . Canadian Journal of Remote Sensing , 28 : 45 – 62 .
  • Congalton , R.G. and Green , K. 1999 . Assessing the Accuracy of Remotely Sensed Data: Principles and Practices , Boca Raton, FL : Lewis Publishers .
  • Cortes , C. and Vapnik , V. 1995 . Support-vector networks . Machine Learning , 20 : 273 – 297 .
  • Del Frate , F. , Schiavon , G. , Solimini , D. , Borgeaud , M. , Hoekman , D.H. and Vissers , M.A.M. 2003 . Crop classification using multiconfiguration C-band SAR data . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1611 – 1619 .
  • Foody , G.M. , Mcculloch , M.B. and Yates , W.B. 1994 . Crop classification from C-band polarimetric radar data . International Journal of Remote Sensing , 15 : 2871 – 2885 .
  • Freeman , A. , Villasenor , J. , Klein , J.D. , Hoogeboom , P. and Groot , J. 1994 . On the use of multi-frequency and polarimetric radar backscatter features for classification of agricultural crops . International Journal of Remote Sensing , 15 : 1799 – 1812 .
  • German Aerospace Centre (DLR) . 2008 . Radiometric Calibration of TerraSAR-X Data , Wessling : German Aerospace Centre .
  • Gong , P. , Marceau , D.J. and Howarth , P.J. 1992 . A comparison of spatial feature extraction algorithms for land-use classification with SPOT HRV data . Remote Sensing of Environment , 40 : 137 – 151 .
  • González-Sanpedro , M.C. , Le Toan , T. , Moreno , J. , Kergoat , L. and Rubio , E. 2008 . Seasonal variations of leaf area index of agricultural fields retrieved from Landsat data . Remote Sensing of Environment , 112 : 810 – 824 .
  • Haack , B. and Bechdol , M. 2000 . Integrating multisensor data and RADAR texture measures for land cover mapping . Computers & Geosciences , 26 : 411 – 421 .
  • Haralick , R.M. , Shanmugam , K. and Dinstein , I. 1973 . Textural features for image classification . IEEE Transactions on Systems, Man and Cybernetics , 3 : 610 – 621 .
  • He , D.C. and Wang , L. 1992 . Unsupervised textural classification of images using the texture spectrum . Pattern Recognition , 25 : 247 – 255 .
  • Herold , N.D. , Haack , B.N. and Solomon , E. 2004 . An evaluation of radar texture for land use/cover extraction in varied landscapes . International Journal of Applied Earth Observation and Geoinformation , 5 : 113 – 118 .
  • Jensen , J.R. and Toll , D.L. 1982 . Detecting residential land-use developments at the urban fringe . Photogrammetric Engineering and Remote Sensing , 48 : 629 – 643 .
  • Jia , K. , Wu , B.F. , Li , Q.Z. and Tian , Y.C. Improvement of classification accuracy integrating C- and X-band synthetic aperture radar data . 3rd IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications . October 27–29 2009 , Beijing, China. pp. 350 – 355 . Piscataway, NJ : IEEE Press .
  • Kavzoglu , T. and Colkesen , I. 2009 . A kernel functions analysis for support vector machines for land cover classification . International Journal of Applied Earth Observation and Geoinformation , 11 : 352 – 359 .
  • Le Toan , T. , Ribbes , F. , Wang , L.-F. , Floury , N. , Ding , K.-H. , Kong , J.A. , Fujita , M. and Kurosu , T. 1997 . Rice crop mapping and monitoring using ERS-1 data based on experiment and modeling results . IEEE Transactions on Geoscience and Remote Sensing , 35 : 41 – 56 .
  • Li , B. , Yang , S. , Le Toan , T. , Tan , B. and He , W. Rice mapping and monitoring using Envisat ASAR data . Proceedings of Dragon 1 programme final results 2004–2007 . April 21–25 2008 , Beijing, China. pp. SP-655 Noordwijk : ESA Communication Production Office .
  • Li , W. , Bénié , G.B. , He , D.-C. , Wang , S. , Ziou , D. and Gwyn , Q.H.J. 1998 . Classification of SAR images using morphological texture features . International Journal of Remote Sensing , 19 : 3399 – 3410 .
  • Pal , M. and Mather , P.M. 2005 . Support vector machines for classification in remote sensing . International Journal of Remote Sensing , 26 : 1007 – 1011 .
  • Rajesh , K. , Jawahar , C.V. , Sengupta , S. and Sinha , S. 2001 . Performance analysis of textural features for characterization and classification of SAR images . International Journal of Remote Sensing , 22 : 1555 – 1569 .
  • Shao , Y. , Fan , X.T. , Liu , H. , Xiao , J.H. , Ross , S. , Brisco , B. , Brown , R. and Staples , G. 2001 . Rice monitoring and production estimation using multitemporal RADARSAT . Remote Sensing of Environment , 76 : 310 – 325 .
  • Tso , B. and Mather , P.M. 1999 . Crop discrimination using multi-temporal SAR imagery . International Journal of Remote Sensing , 20 : 2443 – 2460 .
  • Wang , D. , Lin , H. , Chen , J. , Zhang , Y. and Zeng , Q. 2010 . Application of multitemporal ENVISAT ASAR data to agricultural area mapping in the Pearl River Delta . International Journal of Remote Sensing , 31 : 1555 – 1572 .
  • Wu , B.F. 2000 . Operational remote sensing methods for agriculture statistics . Acta Geographica Sinica , 55 : 23 – 55 . [in Chinese]

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.