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Original Articles

Comparison of optical sensors discrimination ability using spectral libraries

, , &
Pages 2327-2349 | Received 17 Nov 2011, Accepted 11 Aug 2012, Published online: 11 Dec 2012

References

  • Baldridge , A. M. , Hook , S. J. , Grove , C. I. and Rivera , G. 2008 . The ASTER Spectral Library Version 2.0. Remote Sensing of Environment , Pasadena , CA : Jet Propulsion Laboratory .
  • Bo , Y. , Wang , J. and Li , X. 2005 . “ Exploring the Scale Effect in Land Cover Mapping from Remotely Sensed Data: The Statistical Separability-based Method ” . In International Geoscience and Remote Sensing Symposium, Seoul, July 2005
  • Bruzzone , L. , Roli , F. and Serpico , S. B. 1995 . An Extension of the Jeffreys-Matusita Distance to Multiclass Cases for Feature Selection . IEEE Transactions on Geoscience and Remote Sensing , 33 : 1318 – 21 .
  • Bruzzone , L. and Serpico , S. B. 2000 . A Technique for Feature Selection in Multiclass Problems . International Journal of Remote Sensing , 21 : 549 – 63 .
  • Chander , G. , Meyer , D. and Helder , D. 2004 . Cross Calibration of the Landsat-7 ETM+ and EO-1 ALI Sensor . IEEE Transactions on Geoscience and Remote Sensing , 42 : 2821 – 31 .
  • Clark , R. N. , Swayze , G. A. , Livo , K. E. , Kokaly , R. F. , King , T. V. V. , Dalton , J. B. , Vance , J. S. , Rockwell , B. W. , Hoefen , T. and McDougal , R. R. 2002 . “ Synthesis of Multispectral Bands from Hyperspectral Data: Validation Based on Images Acquired by AVIRIS, Hyperion, ALI, and ETM+ ” . In AVIRIS Workshop , Pasadena , CA : Jet Propulsion Laboratory .
  • Clark , R. , Swayze , G. , Wise , R. , Livo , E. , Hoefen , T. , Kokaly , R. and Sutley , S. 2007 . USGS Digital Spectral Library splib06a , 231 Reston , VA : US Geological Survey . Digital Data Series
  • Davis , S. M. and Swain , P. H. 1978 . Remote Sensing: The Quantitative Approach , New York : McGraw-Hill International Book Company .
  • De Backer , S. , Kempeneers , P. , Debruyn , W. and Scheunders , P. 2005 . A Band Selection Technique for Spectral Classification . IEEE Geoscience and Remote Sensing Letters , 2 : 319 – 23 .
  • Erdas . 1999 . Erdas Field Guide , Atlanta , GA : Erdas .
  • Ferwerda , J. G. , Jones , S. D. and Reston , M. December 12, 2006 2006 . “ A Free Online Reference Library for Hyperspectral Reflectance Signatures ” . In SPIE Newsroom December 12, 2006 , 1 – 2 .
  • Forestier , G. , Wemmert , C. and Gancarski , P. 2008 . Multi-source Images Analysis Using Collaborative Clustering . EURASIP Journal on Advances in Signal Processing – Special Issue on Machine Learning in Image Processing , 2008 ( 11 )
  • Franke , J. , Heinzel , V. and Menz , G. 2006 . Assessment of NDVI – Differences Caused by Sensor Specific Relative Spectral Response Functions . IEEE International Geoscience and Remote Sensing Symposium , : 1138 – 41 .
  • Govender , M. , Chetty , K. and Bulcock , H. 2007 . A Review of Hyperspectral Remote Sensing and Its Application in Vegetation and Water Resource Studies . Water SA , 33 : 145 – 52 .
  • Green , R. O. and Shimada , M. 1997 . On-Orbit Calibration of a Multi-Spectral Satellite Sensor Using a High Altitude Airborne Imaging Spectrometer . Advances in Space Research , 19 : 1387 – 98 .
  • Gunal , S. and Edizkan , R. 2008 . Subspace Based Feature Selection for Pattern Recognition . Information Sciences , 178 : 3716 – 26 .
  • Guo , B. , Damper , R. I. , Gunn , S. R. and Nelson , J. D. B. 2008 . A Fast Separability-Based Feature-Selection Method for High-Dimensional Remotely Sensed Image Classification . Pattern Recognition , 41 : 1653 – 62 .
  • Heidena , U. , Segl , K. , Roessner , S. and Kaufmann , H. 2007 . Determination of Robust Spectral Features for Identification of Urban Surface Materials in Hyperspectral Remote Sensing Data . Remote Sensing of Environment , 111 : 537 – 52 .
  • Herold , M. , Gardner , M. and Roberts , D. 2003 . Spectral Resolution Requirements for Mapping Urban Areas . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1907 – 19 .
  • Herold , M. , Roberts , D. A. , Gardner , M. E. and Dennison , P. E. 2004 . Spectrometry for Urban Area Remote Sensing: Development and Analysis of a Spectral Library from 350 to 2400 nm . Remote Sensing of Environment , 91 : 304 – 19 .
  • Hueni , A. , Nieke , J. , Schopfer , J. , Kneubhler , M. and Itten , K. 2009 . The Spectral Database SPECCHIO for Improved Long-Term Usability and Data Sharing . Computers & Geosciences , 35 : 557 – 65 .
  • Jarecke , P. , Barry , P. , Pearlman , J. and Markham , B. 2001 . Aggregation of Hyperion Hyperspectral Spectral Bands into Landsat- & ETM+ Spectral Bands . IEEE International Geoscience and Remote Sensing Symposium , 6 : 2822 – 4 .
  • Kavzoglu , T. 2004 . Simulating Landsat ETM+ Imagery Using DAIS 7915 Hyperspectral Scanner Data . International Journal of Remote Sensing , 25 : 5049 – 67 .
  • Kittler , J. , Hatef , M. , Duin , R. P. W. and Matas , J. 1998 . On Combining Classifiers . IEEE Transaction on Pattern Analysis and Machine Intelligence , 20 : 226 – 39 .
  • Kruse , F. A. 2009 . Improving Multispectral Mapping by Spectral Modeling with Hyperspectral Signatures . Journal of Applied Remote Sensing , 3 : 033504
  • Lai , C. , Reinders , M. J. T. and Wessels , L. 2006 . Random Subspace Method for Multivariate Feature Selection . Pattern Recognition Letters , 27 : 1067 – 76 .
  • Lillesand , T. M. and Kiefer , R. W. 1994 . Remote Sensing and Image Interpretation , New York : John Wiley & Sons .
  • Liua , H. , Sun , J. , Liua , L. and Zhang , H. 2009 . Feature Selection with Dynamic Mutual Information . Pattern Recognition , 42 : 1330 – 9 .
  • Maghsoudi , Y. , Zoej , M. and Collins , M. 2011 . Using Class-Based Feature Selection for the Classification of Hyperspectral Data . International Journal of Remote Sensing , 32 : 4311 – 26 .
  • Masunaga , H. , Matsui , T. , Tao , W. , Hou , A. , Kummerow , C. , Nakajima , T. , Bauer , P. , Olson , W. , Sekiguchi , M. and Nakajima , T. 2010 . Satellite Data Simulator Unit (SDSU): A Multi-Sensor, Multi-Spectral Satellite Simulator Package . Bulletin of the American Meteorological Society , 91 : 1625 – 32 .
  • Meyer , D. and Chander , G. July 23–28, 2007 2007 . “ The Effect of Variations in Relative Spectral Response on the Retrieval of Land Surface Parameters from Multiple Sources of Remotely Sensed Imagery ” . In IEEE International Geoscience and Remote Sensing Symposium July 23–28, 2007 , 5150 – 3 . Barcelona , , Spain
  • Pandya , M. , Singh , R. , Chaudhari , K. , Murali , K. , Kirankumar , A. , Dadhwal , V. and Parihar , J. 2007 . Spectral Characteristics of Sensors Onboard IRS-1d and P6 Satellites: Estimation and Their Influence on Surface Reactance and NDVI . Journal of the Indian Society of Remote Sensing , 35 : 333 – 50 .
  • Park , M. H. and Stenstrom , M. K. 2008 . Classifying Environmentally Significant Urban Land Uses with Satellite Imagery . Journal of Environmental Management , 86 : 181 – 92 .
  • Ranson , K. J. , Kovacs , K. , Sun , G. and Kharuk , V. I. 2003 . Disturbance Recognition in the Boreal Forest Using Radar and Landsat-7 . Canadian Journal of Remote Sensing , 29 : 271 – 85 .
  • Richards , J. A. and Jia , X. 2006 . Remote Sensing Digital Image Analysis , Berlin : Springer .
  • Riedmann , M. and Milton , E. 2003 . Supervised Band Selection for Optimal Use of Data From Airborne Hyperspectral Sensors . IEEE Geoscience and Remote Sensing Symposium , 3 : 1770 – 2 .
  • Rivard , B. , Rogge , D. , Feng , F. , Grant , B. and Pardie , J. 2011 . Hyperspectral Sensing in Support of Mineral Exploration in Northern Latitude Remote Regions , St. John's , NL : Geological Association of Canada/Minerological Association of Canada .
  • Salvatore , E. , Esposito , C. , Krug , T. and Green , R. 1999 . “ Simulation of the Spectral Bands of the CDD and WFI Cameras of the CBERS Satellite using AVIRIS Data ” . In Summaries of the Eight JPL Airborne Earth Science Workshop, edited by , Edited by: Green , R.O. 93 – 102 . Pasadena , CA : JPL Publication 99–17 .
  • Segl , K. , Guanter , L. , Kaufmann , H. , Schubert , J. , Kaiser , S. , Sang , B. and Hofer , S. 2010 . Simulation of Spatial Sensor Characteristics in the Context of the EnMAP Hyperspectral Mission . IEEE Transactions on Geoscience and Remote Sensing , 48 : 3046 – 54 .
  • Sotoca , J. , Pla , F. and Sanchez , J. 2007 . Band Selection in Multispectral Images by Minimization of Dependent Information . IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews , 37 : 258 – 67 .
  • Teillet , P. , Staenz , K. and William , D. 1997 . Effects of Spectral, Spatial, and Radiometric Characteristics on Remote Sensing Vegetation Indices of Forested Regions . Remote Sensing of Environment , 61 : 139 – 49 .
  • Trishchenko , A. P. 2009 . Effects of Spectral Response Function on Surface Reflectance and NDVI Measured with Moderate Resolution Satellite Sensors: Extension to AVHRR NOAA-17, 18 and METOP-A . Remote Sensing of Environment , 113 : 335 – 41 .
  • Wemmert , C. , Puissant , A. , Forestier , G. and Gancarski , P. 2009 . Multiresolution Remote Sensing Image Clustering . IEEE Geoscience and Remote Sensing Letters , 6 : 533 – 7 .

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