Land-cover classification using radar and optical images: a case study in Central Mexico

References

• Baronti , S. , Del Frate , F. , Ferrazoli , P. , Paloscia , S. , Pampaloni , P. and Schiavon , G. 1995 . SAR polarimetric features of agricultural areas . International Journal of Remote Sensing , 14 : 2639 – 2656 .
   Web of Science ®Google Scholar
• Brisco , B. and Brown , R. 1995 . Multidate SAR/TM synergism for crop classification in western Canada . Photogrammetric Engineering and Remote Sensing , 61 : 1009 – 1014 .
   Web of Science ®Google Scholar
• Campbell , B.J. 1996 . Introduction to Remote Sensing , 2nd , New York : The Guilford Press .
   Google Scholar
• Congalton , R.G. 1991 . A review of assessing the accuracy of classifications of remotely sensed data . Remote Sensing of Environment , 37 : 35 – 46 .
   Web of Science ®Google Scholar
• Davis , R. 1996 . México Country Brief: Interim Forest Cover Assessment for SOFO 1997 , Rome : FAO .
   Google Scholar
• El-Magd , I.A. and Tanton , T.W. 2003 . Improvements in land use mapping for irrigated agriculture from satellite sensor data using a multi-stage maximum likelihood classification . International Journal of Remote Sensing , 24 : 4197 – 4206 .
   Web of Science ®Google Scholar
• Foody , G. 2001 . Accuracy of image classifications . GIM International , 15 : 41 – 43 .
   Google Scholar
• Ge , J. , Qi , J. , Lofgren , B.M. , Moore , N. , Torbick , N. and Olson , J.M. 2007 . Impacts of land use/cover classification accuracy on regional climate simulations . Journal of Geophysics , 112 : D05107 doi:10.1029/2006JD007404
   Web of Science ®Google Scholar
• Giri , C. , Defourni , P. and Hrestha , S. 2003 . Land cover characterization and mapping of continental Southeast Asia using multi-resolution satellite sensor data . International Journal of Remote Sensing , 24 : 4181 – 4196 .
   Web of Science ®Google Scholar
• Grierson , I.T. 2003 . Evaluation of airborne video data for land cover classification accuracy assessment . Geocarto International , 18 : 27 – 35 .
   Google Scholar
• Hudson , W.D. and Ramm , C.W. 1987 . Correct formulation of the kappa coefficient of agreement . Photogrammetric Engineering and Remote Sensing , 53 : 421 – 422 .
   Web of Science ®Google Scholar
• Jacovides , C.P. , Varotsos , C. , Kaltsounides , N.A. , Petrakis , M. and Lalas , D.P. 1994 . Atmospheric turbidity parameters in the highly polluted site of Athens basin . Renewable Energy , 4 : 465 – 470 .
   Web of Science ®Google Scholar
• Kuhnert , C. , Helbing , D. and West , G.B. 2006 . Scaling laws in urban supply networks . Physica A , 363 : 96 – 103 .
   Web of Science ®Google Scholar
• Lee , J. 1980 . Digital image enhancement and noise filtering by use of local statistics . IEEE Transactions on Pattern Analysis and Machine Intelligence , 2 : 165 – 168 .
   PubMed Web of Science ®Google Scholar
• Liu , H. and Zhou , Q. 2004 . Accuracy analysis of remote sensing change detection by rule-based rationality evaluation with post-classification comparison . International Journal of Remote Sensing , 25 : 1037 – 1050 .
   Web of Science ®Google Scholar
• Liu , J. , Zhuang , D. , Lou , D. and Xiao , X. 2003 . Land cover classification of China: integrated analysis of AVHRR imagery and geophysical data . International Journal of Remote Sensing , 24 : 2485 – 2500 .
   Web of Science ®Google Scholar
• McNairn , H. , Ellis , J. , Van Der Sanden , J. , Hirose , T. and Brown , R.J. 2002 . Providing crop information using Radarsat-1 and satellite optical imagery . International Journal of Remote Sensing , 23 : 851 – 870 .
   Web of Science ®Google Scholar
• Mangolini , M. 1994 . Apport de la fusion d'images satellitaires multicapteurs au niveau pixel en téledétection et photo-interpretation , France : PhD dissertation, University of Nice, Sophia Antipolis .
   Google Scholar
• Pohl , C. and Van Genderen , J.L. 1998 . Multisensor image fusion in remote sensing: Concepts, methods and applications . International Journal of Remote Sensing , 19 : 823 – 854 .
   Web of Science ®Google Scholar
• Qinghua , Y. , Zhizhong , L. , Hongbin , F. , Maocheng , Y. , Zhigans , S. , Shuenxi , L. and Wenzhang , Q. 2001 . “ Application of radar image in land use dynamic monitoring in Beijing ” . In 22nd Asian Conference on Remote Sensing Singapore 5–9 November 2001
   Google Scholar
• Ramachandra , T.V. and Kumar , U. 2005 . “ Image fusion in GRDSS for land use mapping ” . In Proceedings Map India 2005 – Geomatics 2005 Bangalore , , India
   Google Scholar
• Rosenthal , W.D. , Blanchard , B.J. and Blanchard , A.J. 1985 . Visible/infrared microwave agriculture classification, biomass and plant height algorithms . IEEE Transactions on Geoscience and Remote Sensing , 23 : 84 – 90 .
   Web of Science ®Google Scholar
• Rossiter , D.G. 2004 . Statistical Methods for Accuracy Assessment of Classified Thematic Maps , Technical Report (Enschede, The Netherland: ITC) .
   Google Scholar
• Schowengerdt , R. 1997 . Remote Sensing, Models and Methods for Image Processing , San Diego : Academic Press .
   Google Scholar
• Soria-Ruiz , J. , Fernández-Ordóñez , Y. and González , E. 2005 . Atlas de uso de suelo y vegetación del Estado de México , Mexico : Libro Técnico 4. INIFAP .
   Google Scholar
• Soria-Ruiz , J. and Fernández-Ordóñez , Y. 2006 . “ Prototipo de un sistema de información de uso actual de suelo en México ” . In IEEE, 4° Congreso Internacional en Innovación y Desarrollo Tecnológico Cuernavaca , , Mexico 11–13 October 2006
   Google Scholar
• Stehman , S.V. 1999 . Comparing thematic maps based on map value . International Journal of Remote Sensing , 20 : 2347 – 2366 .
   Web of Science ®Google Scholar
• Sun , W. , Heidt , V. , Gong , P. and Xu , G. 2003 . Information fusion for rural land use classification with high-resolution satellite imagery . IEEE Transactions on Geoscience and Remote Sensing , 41 : 4
   Web of Science ®Google Scholar
• Varotsos , C. 2005a . Airborne measurements of aerosol, ozone, and solar ultraviolet irradiance in the troposphere . Journal of Geophysical Research – Atmospheres , 110 D09202, doi: 10.1029/2004JD005397
   Web of Science ®Google Scholar
• Varotsos , C. 2005b . Modern computational techniques for environmental data: application to the global ozone layer . Computational Science – ICCS 2005 , 3516 : 504 – 510 .
   Google Scholar
• Varotsos , C.A. and Cracknell , A.P. 2004 . New feature observed in the 11-year solar cycle . International Journal of Remote Sensing , 25 : 2141 – 2157 .
   Web of Science ®Google Scholar
• Varotsos , C. , Assimakopoulos , M.N. and Efstathiou , M. 2007 . Long term memory effect in the atmospheric CO2 concentration at Mauna Loa . Atmospheric Chemistry and Physics , 7 : 629 – 634 .
   Web of Science ®Google Scholar
• Zhang , Y. 2004 . Understanding image fusion . Photogrammetric Engineering & Remote Sensing , 70 : 657 – 661 .
   Web of Science ®Google Scholar