High-resolution satellite image fusion using regression kriging

References

• Carr , J.R. 2004 . Computational consideration in digital image fusion via wavelets . Computers & Geosicences , 31 : 527 – 530 .
   Google Scholar
• Chavez , P.S. , Sides , S.C. and Anderson , J.A. 1991 . Comparison of three different methods to merge multiresolution and multispectral data: TM & SPOT pan . Photogrammetric Engineering and Remote Sensing , 57 : 295 – 303 .
   Web of Science ®Google Scholar
• Chen , C.M. , Hepner , G.F. and Forster , R.R. 2003 . Fusion of hyperspectral and radar data using the IHS transformation to enhance urban surface features . ISPRS Journal of Photogrammetry and Remote Sensing , 58 : 19 – 30 .
   Web of Science ®Google Scholar
• Chiles , J. and Delfiner , P. 1999 . Geostatistics: Modeling Spatial Uncertainty , New York : Wiley .
   Google Scholar
• Christensen , R. 1990 . The equivalence of predictions from universal kriging and intrinsic random function kriging . Mathematical Geology , 22 : 655 – 664 .
   Google Scholar
• Cliche , G. , Bonn , F. and Teillet , P. 1985 . Integration of the SPOT Pan channel into its multispectral mode for image sharpness enhancement . Photogrammetric Engineering and Remote Sensing , 51 : 311 – 316 .
   Web of Science ®Google Scholar
• Cressie , N. 1993 . Statistics for Spatial Data , revised , New York : Wiley .
   Google Scholar
• DigitalGlobe, 2004, QuickBird scene 000000185964_01_p003, Level Stand 2A, DigitalGlobe, Longmont, Colorado, 1/31/2005. Source for this data set was the Global Land Cover Facility www.landcover.org.
   Google Scholar
• Ehlers , M. 1991 . Multisensor image fusion techniques in remote sensing . ISPRS Journal of Photogrammetry and Remote Sensing , 46 : 19 – 30 .
   Web of Science ®Google Scholar
• ERDAS . 2005 . ERDAS Field Guide , Atlanta, GA : ERDAS Inc .
   Google Scholar
• Goovaerts , P. 1997 . Geostatistics for Natural Resources Evaluation , New York : Oxford University Press .
   Google Scholar
• Goovaerts , P. 1999 . Using elevation to aid the geostatistical mapping of rainfall erosivity . Catena , 34 : 227 – 242 .
   Web of Science ®Google Scholar
• Klonus , S. and Ehlers , M. 2007 . Image fusion using the Ehlers spectral characteristics preservation algorithm . GIScience & Remote Sensing , 44 : 93 – 116 .
   Web of Science ®Google Scholar
• Li , S. , Kwok , J.T. and Wang , Y. 2002 . Using the discrete wavelet transform to merge Landsat TM and SPOT panchromatic images . Information Fusion , 3 : 17 – 23 .
   Google Scholar
• Ling , Y. , Ehlers , M. , Usery , L. and Madden , M. 2007 . FFT-enhanced HIS transform method for fusing high-resolution satellite images . ISPRS Journal of Photogrammetry & Remote Sensing , 61 : 381 – 392 .
   Web of Science ®Google Scholar
• McBratney , A. , Odeh , I. , Bishop , T. , Dunbar , M. and Shatar , T. 2000 . An overview of pedometric techniques of use in soil survey . Geoderma , 97 : 293 – 327 .
   Web of Science ®Google Scholar
• Odeh , I. , McBratney , A. and Chittleborough , D. 1994 . Spatial prediction of soil properties from landform attributes derived from a digital elevation model . Geoderma , 63 : 197 – 214 .
   Web of Science ®Google Scholar
• Odeh , I. , McBratney , A. and Chittleborough , D. 1995 . Further results on prediction of soil properties from terrain attributes: heterotopic cokriging and regression-kriging . Geoderma , 67 : 215 – 226 .
   Web of Science ®Google Scholar
• OrbImage, 2005, OrbView-3 scene OrbView_U_0009012_00443660_2, Level OrbView Basic Enhanced, OrbImage/GeoEye, Dulles, Virginia, 1/30/2005. Source for this data set was the Global Land Cover Facility www.landcover.org
   Google Scholar
• Pellemans , A.H.J.M. , Jordans , R.W.L. and Allewijn , R. 1993 . Merging multispectral and panchromatic SPOT images with respect to the radiometric properties of the sensor . Photogrammetric Engineering and Remote Sensing , 59 : 81 – 87 .
   Web of Science ®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
• Price , J.C. 1987 . Combining panchromatic and multispectral imagery from dual resolution satellite instruments . Remote Sensing of Environment , 21 : 119 – 128 .
   Web of Science ®Google Scholar
• Ranchin , T. and Wald , L. 2000 . Fusion of high spatial and spectral resolution images: the arsis concept and its implementation . Photogrammetric Engieering & Remote Sensing , 66 : 49 – 61 .
   Web of Science ®Google Scholar
• Shettigara , V.K. 1992 . A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set . Photogrammetric Engineering and Remote Sensing , 58 : 561 – 567 .
   Web of Science ®Google Scholar
• Tu , T.M. , Su , S.C. , Shyu , H.C. and Huang , P.S. 2001 . A new look at IHSlike image fusion methods . Information Fusion , 2 : 177 – 186 .
   Google Scholar
• Van Der Meer , F. 1997 . What does multisensor image fusion add in terms of information content for visual interpretation? . International Journal of Remote Sensing , 18 : 445 – 452 .
   Web of Science ®Google Scholar
• Wackernagel , H. 1998 . Multivariate Geostatistics: An Introduction With Applications , 2nd , Berlin : Springer .
   Google Scholar
• Wald , L. , Ranchin , T. and Magolini , M. 1997 . Fusion of satellite images of different spatial resolutions: assessing the quality of resulting images . Photogrammetric Engineering and Remote Sensing , 63 : 691 – 699 .
   Web of Science ®Google Scholar
• Welch , R. and Ehlers , M. 1987 . Merging multiresolution SPOT HRV and Landsat TM data . Photogrammetric Engineering and Remote Sensing , 53 : 301 – 303 .
   Web of Science ®Google Scholar
• Yesou , H. , Besnus , Y. and Rolet , J. 1993 . Extraction of spectral information from Landsat TM data and merger with SPOT panchromatic imagery – a contribution to the study of geological structures . ISPRS Journal of Photogrammetry and Remote Sensing , 48 : 23 – 36 .
   Web of Science ®Google Scholar
• Zhang , Y. 1999 . A new merging method and its spectral and spatial effects . International Journal of Remote Sensing , 20 : 2003 – 2014 .
   Web of Science ®Google Scholar
• Zhang , Y. 2002 . Problems in the fusion of commercial high-resolution satellite images as well as Landsat 7 images and initial solutions . International Archives of Photogrammetry and Remote Sensing , 34 ( Part 4 ) CD-ROM
   Google Scholar
• Zhang , Y. and Hong , G. 2005 . An IHS and wavelet integrated approach to improve pan-sharpening visual quality of natural colour Ikonos and QuickBird images . Information Fusion , 6 : 225 – 234 .
   Google Scholar
• Zhou , J. , Civco , D.L. and Silander , J.A. 1998 . A wavelet transform method to merge Landsat TM and SPOT panchromatic . International Journal of Remote Sensing , 19 : 743 – 757 .
   Web of Science ®Google Scholar