540
Views
39
CrossRef citations to date
0
Altmetric
Original Articles

Discrimination of sedimentary lithologies using Hyperion and Landsat Thematic Mapper data: a case study at Melville Island, Canadian High Arctic

Pages 233-260 | Received 13 Sep 2008, Accepted 24 Jan 2009, Published online: 13 Jan 2010

References

  • Abrams , M. J. , Rothery , D. A. and Pontual , A. 1988 . Mapping in the Oman ophiolite using enhanced Landsat Thematic Mapper images . Tectonophysics , 151 : 387 – 401 .
  • Adams , J. B. 1974 . Visible and near IR diffuse reflectance spectra of pyroxenes as applied to remote sensing of solid objects in the solar system . Journal of Geophysical Research , 79 : 4829 – 4836 .
  • Adams , J. B. and Smith , M. O. 1986 . Spectral mixture modelling: a new analysis of rock and soil types at the Viking Lander I site . Journal of Geophysical Research , 91 : 8098 – 8112 .
  • Ager , C. M. and Milton , N. M. 1987 . Spectral reflectance of lichens and their effects on the reflectance of rock substrates . Geophysics , 52 : 898 – 906 .
  • Alwash , M. A. and Zilger , J. 1994 . Remote sensing-based geological mapping of the area west of Al Madinah, Saudi Arabia . International Journal of Remote Sensing , 15 : 163 – 172 .
  • An , P. and Chung , C. F. 1994 . Neural network approach for geological mapping: technical background and case study . Canadian Journal of Remote Sensing , 20 : 293 – 301 .
  • Arvidson , R. , Duncan , I. , Green , G. , Rivard , B. and Sultan , M. 1994 . “ Geological mapping using Landsat Thematic Mapper data over oak-hickory forest, arctic and hyperarid terrains ” . In Remote Geochemical Analysis: Elemental and Mineralogical Composition , Edited by: Pieters , C. M. and Englert , P. A. 247 – 282 . Cambridge, , UK : Cambridge University Press .
  • Asner , G. P. and Heidebrecht , K. B. 2003 . Imaging spectroscopy for desertification studies: comparing AVIRIS and EO-1 Hyperion in Argentina drylands . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1283 – 1296 .
  • Associate Committee on Geotechnical Research (ACGR) . 1988 . Glossary of Permafrost and Related Ground-Ice Terms , Permafrost Subcommittee, National Research Council of Canada, Technical Memorandum 142 .
  • Beck , R. B. , ed. 2003 . EO-1 User Guide, Version 2.3 , University of Cincinnati .
  • Benediktsson , J. A. , Swain , P. H. and Ersoy , O. K., . 1990 . Neural network approaches versus statistical methods in classification of multisource remote sensing data . IEEE Transactions on Geoscience and Remote Sensing , 28 : 540 – 552 .
  • Bergeron , M. , Hollinger , A. , Staenz , K. , Maszkiewicz , M. , Neville , R. A. , Qian , S.-E. and Goodenough , D. G. 2008 . Hyperspectral Environment and Resource Observer (HERO) mission . Canadian Journal of Remote Sensing , 34 : S1 – S11 .
  • Birnie , R. W. , Parr , J. T. , Naslund , H. R. , Nichols , J. D. and Turner , P. A. 1989 . Applications of Landsat Thematic Mapper and ground-based spectrometer data to a study of the Skaergaard and other mafic intrusions of East Greenland . Remote Sensing of Environment , 28 : 297 – 304 .
  • Bischof , H. , Schneider , W. and Pinz , A. J. 1992 . Multispectral classification of Landsat images using neural networks . IEEE Transactions on Geoscience and Remote Sensing , 30 : 482 – 490 .
  • Bishop , C. M. 1995 . Neural Networks for Pattern Recognition , 2nd , Oxford, , UK : Oxford University Press .
  • Boardman , J. W. 1989 . Inversion of imaging spectrometry data using singular value decomposition . Proceedings of the International Geoscience and Remote Sensing Symposium , 4 : 2069 – 2072 .
  • Boettinger , J. L. , Ramsey , R. D. , Bodily , J. M. , Cole , N. J. , Kienast-Brown , S. , Nield , S. J. , Saunders , A. M. and Stum , A. K. 2008 . Digital Soil Mapping With Limited Data , Edited by: Hartemink , A. E. , McBratney , A. and de L. Mendonca-Santos , M. 193 – 202 . Springer Science and Business Media B.V. .
  • Burns , R. G. 1993 . “ Origin of electronic spectra of minerals in the visible to near-infrared region ” . In Remote Geochemical Analysis: Elemental and Mineralogical Composition , Edited by: Pieters , C. M. and Englert , P. A. 3 – 29 . Cambridge, , UK : Cambridge University Press .
  • Chabrillat , S. , Pinet , P. C. , Ceuleneer , G. , Johnson , P. E. and Mustard , J. F. 2000 . Ronda peridotite massif: methodology for its geological mapping and lithological discrimination from airborne hyperspectral data . International Journal of Remote Sensing , 21 : 2363 – 2388 .
  • Chen , K. S. , Tzeng , Y. C. , Chen , C. F. and Kao , W. L. 1995 . Land-cover classification of multispectral imagery using a dynamic learning neural network . Photogrammetric Engineering and Remote Sensing , 61 : 403 – 408 .
  • Chen , L. , Huang , J. F. , Wang , F. M. and Tang , Y. L. 2007 . Comparison between back propagation neural network and regression models for the estimation of pigment content in rice leaves and panicles using hyperspectral data . International Journal of Remote Sensing , 28 : 3457 – 3478 .
  • Cloutis , E. A. 1992 . Weathered and unweathered surface spectra of rocks from cold deserts: identification of weathering processes and remote sensing implications . Geologiska Föreningens i Stockholm Förhandlingar , 114 : 181 – 191 .
  • Congalton , R. G. and Green , K. 1999 . Assessing the Accuracy of Remotely Sensed Data , Boca Raton, FL : CRC Press .
  • Crowley , J. K. , Hubbard , B. E. and Mars , J. C. 2003 . Analysis of potential debris flow source areas on Mount Shasta, California, by using airborne and satellite remote sensing data . Remote Sensing of Environment , 87 : 345 – 358 .
  • Datt , B. , McVicar , T. R. , Van Niel , T. G. , Jupp , D. L.B. and Pearlman , J. S. 2003 . Preprocessing EO-1 Hyperion hyperspectral data to support the application of agricultural indexes . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1246 – 1259 .
  • Del Frate , F. , Petrocchi , A. , Lichtenegger , J. and Calabresi , G. 2000 . Neural networks for oil spill detection using ERS-SAR data . IEEE Transactions on Geoscience and Remote Sensing , 38 : 2282 – 2287 .
  • Dong , P. and Leblon , B. 2004 . Rock unit discrimination on Landsat TM, SIR-C and Radarsat images using spectral and textural information . International Journal of Remote Sensing , 25 : 3745 – 3768 .
  • Drury , S. A. 1993 . Image Interpretation in Geology , New York : Chapman and Hall .
  • Edlund , S. A. 1994 . “ The distribution of plant communities on Melville Island, Arctic Canada ” . In The Geology of Melville Island, Arctic Canada , Edited by: Christie , R. L. and McMillan , N. J. 247 – 255 . Geological Survey of Canada, Bulletin 450 .
  • Ernst , W. G. and Paylor , E. D. II . 1996 . Study of the Reed Dolomite aided by remotely sensed imagery, central White-Inyo Range, easternmost California . AAPG Bulletin , 80 : 1008 – 1026 .
  • Evans , D. L. 1988 . Multisensor classification of sedimentary rocks . Remote Sensing of Environment , 25 : 129 – 144 .
  • Ferrari , M. C. , Sgavetti , M. and Chiari , R. 1996 . Multi-spectral facies in prevalent carbonate strata of an area of Migiurtinia (northern Somalia): analysis and interpretation . International Journal of Remote Sensing , 17 : 111 – 130 .
  • Gaffey , S. J. 1987 . Spectral reflectance of carbonate minerals in the visible and near-infrared (0.35–2.55 μm): anhydrous carbonate minerals . Journal of Geophysical Research , 92 : 1429 – 1440 .
  • Gaffey , S. J. , McFadden , L. A. , Nash , D. and Pieters , C. M. 1993 . “ Ultraviolet, visible, and near-infrared reflectance spectroscopy: laboratory spectra of geologic materials ” . In Remote Geochemical Analysis: Elemental and Mineralogical Composition , Edited by: Pieters , C. M. and Englert , P. A. 43 – 77 . Cambridge, , UK : Cambridge University Press .
  • Gallant , S. I. 1993 . Neural Network Learning and Expert Systems , Cambridge, MA : MIT Press .
  • Galvão , L. S. and Vitorello , Í. 1995 . Quantitative approach in the spectral reflectance-lithostratigraphy of the Wind River and southern Bighorn basins, Wyoming . International Journal of Remote Sensing , 16 : 1617 – 1631 .
  • Galvão , L. S. , Formaggio , A. R. and Tisot , D. A. 2006 . The influence of spectral resolution on discriminating Brazilian sugarcane varieties . International Journal of Remote Sensing , 27 : 769 – 777 .
  • Gastellu-Etchegorry , J. P. , van der Meer , H. , Handaya , A. and Surjanto , W. J. 1990 . An evaluation of SPOT capability for mapping the geology and soils of Central Java . International Journal of Remote Sensing , 11 : 685 – 702 .
  • Gersman , R. , Ben-Dor , E. , Beyth , M. , Avigad , D. , Abraha , M. and Kibreab , A. 2008 . Mapping of hydrothermally altered rocks by the EO-1 Hyperion sensor, northern Danakil Depression, Eritrea . International Journal of Remote Sensing , 29 : 3911 – 3936 .
  • Gianinetto , M. and Lechi , G. 2004 . The development of superspectral approaches for the improvement of land cover classification . IEEE Transactions on Geoscience and Remote Sensing , 42 : 2670 – 2679 .
  • Gillespie , A. R. , Smith , M. O. , Adams , J. B. , Willis , S. C. , Fischer , A. F. III and Sabol , D. E. Interpretation of residual images: spectral mixture analysis of AVIRIS images, Owen Valley, California . Proceedings of the Airborne Science Workshop . pp. 243 – 270 . JPL publication no. 90–54
  • Glikson , A. Y. and Creasey , J. W. 1995 . Application of Landsat-5 TM imagery to mapping of the Giles Complex and associated granulites, Tomkinson Ranges, western Musgrave Block, central Australia . AGSO Journal of Australian Geology and Geophysics , 16 : 173 – 193 .
  • Goetz , A. F.H. and Rowan , L. C. 1981 . Geologic remote sensing . Science , 211 : 781 – 791 .
  • Goetz , A. , Vane , G. , Solomon , J. and Rock , B. 1985 . Imaging spectrometry for Earth remote sensing . Science , 228 : 1147 – 1153 .
  • Gong , P. , Ruiliang , Pu , Biging , G. S. and Larrieu , M. R. 2003 . Estimation of forest leaf area index using vegetation indices derived from Hyperion hyperspectral data . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1355 – 1362 .
  • Goodbody , Q. H. and Christie , R. L. 1994 . “ Summary of stratigraphy of Melville Island, Arctic Canada ” . In The Geology of Melville Island, Arctic Canada , Edited by: Christie , R. L. and McMillan , N. J. 13 – 22 . Geological Survey of Canada, Bulletin 450 .
  • Goodenough , D. G. , Dyk , A. , Niemann , O. , Pearlman , J. S. , Chen , H. , Han , T. , Murdoch , M. and West , C. 2003 . Processing Hyperion and ALI for forest classification . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1321 – 1331 .
  • Green , A. A. , Berman , M. , Switzer , B. and Craig , M. D. 1988 . A transformation for ordering multispectral data in terms of image quality with implications for noise removal . Transactions on Geoscience and Remote Sensing , 26 : 65 – 74 .
  • Green , R. , Eastwood , M. , Sarture , C. , Chrien , T. , Aronsson , M. , Chippendale , B. , Faust , J. , Pavri , B. , Chovit , C. , Solis , M. , Olah , M. and Williams , O. 1998 . Imaging spectroscopy and the Airborne Visible / Infrared Imaging Spectrometer (AVIRIS) . Remote Sensing of Environment , 65 : 227 – 248 .
  • Gupta , R. P. 1991 . Remote Sensing Geology , New York : Springer-Verlag .
  • Harding , A. E. and Forrest , M. D. 1989 . Analysis of multiple geological datasets from the English Lake District . IEEE Transactions on Geoscience and Remote Sensing , 27 : 732 – 739 .
  • Harris , J. R. , Rogge , D. , Hitchcock , R. , Ijewliw , O. and Wright , D. 2005 . Mapping lithology in Canada's Arctic: application of hyperspectral data using the minimum noise fraction transformation and matched filtering . Canadian Journal of Earth Sciences , 42 : 2173 – 2193 .
  • Harrison , J. C. 1994a . Melville Island and Adjacent Smaller Islands, Canadian Arctic Archipelago, District of Franklin, Northwest Territories , (Geological Survey of Canada, map 1844 A, scale 1 : 250 000)
  • Harrison , J. C. 1994b . “ A summary of the structural geology of Melville Island, Canadian Arctic Archipelago ” . In The Geology of Melville Island, Arctic Canada , Edited by: Christie , R. L. and McMillan , N. J. 257 – 283 . Geological Survey of Canada, Bulletin 450 .
  • Harrison , J. C. 1995 . Melville Island's Salt-Based Fold Belt, Arctic Canada , Geological Survey of Canada, Bulletin 472 .
  • Harsanyi , J. C. and Chang , C.-I. 1994 . Dimensionality reduction: an orthogonal subspace projection approach . IEEE Transactions on Geoscience and Remote Sensing , 32 : 779 – 785 .
  • Heermann , P. D. and Khazenie , N. 1992 . Classification of multispectral remote sensing data using a backpropagation neural network . IEEE Transactions on Geoscience and Remote Sensing , 30 : 81 – 88 .
  • Higgins , A. K. , Ineson , J. R. , Peel , J. S. , Surlyk , F. and Sønderholm , M. 1991 . “ Cambrian to Silurian basin development and sedimentation, North Greenland ” . In Geology of the Innuitian Orogen and Arctic Platform of Canada and Greenland , Edited by: Trettin , H. P. 111 – 162 . Geological Survey of Canada, no. 3 .
  • Hodgson , D. A. , Vincent , J. S. and Fyles , J. G. 1984 . Quaternary Geology of Central Melville Island, Northwest Territories , Geological Survey of Canada, paper 83-16 . and
  • Hook , S. J. and Rast , M. Mineralogic mapping using Airborne Visible / Infrared Imaging Spectrometer (AVIRIS) shortwave infrared (SWIR) data acquired over Cuprite, Nevada . Proceedings of the Second Airborne Visible / Infrared Imaging Spectrometer (AVIRIS) Workshop . pp. 199 – 207 . Pasadena : Jet Propulsion Laboratory . JPL Publication 90–54
  • Hubbard , B. E. and Crowley , J. K. 2005 . Mineral mapping on the Chilean–Bolivian Altiplano using co-orbital ALI, ASTER and Hyperion imagery: data dimensionality issues and solutions . Remote Sensing of Environment , 99 : 173 – 186 .
  • Hubbard , B. E. , Crowley , J. K. and Zimbelman , D. R. 2003 . Comparative alteration mineral mapping using visible to shortwave infrared (0.4–2.4 μm) Hyperion, ALI, and ASTER imagery . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1401 – 1410 .
  • Huete , A. R. , Miura , T. and Gao , X. 2003 . Land cover conversion and degradation analyses through coupled soil-plant biophysical parameters derived from hyperspectral EO-1 Hyperion . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1268 – 1276 .
  • Hughes , G. F. 1968 . On the mean accuracy of statistical pattern recognizes . IEEE Transactions on Information Theory , IT-14 : 55 – 63 .
  • Hunt , G. R. 1980 . “ Electromagnetic radiation: the communication link in remote sensing ” . In Remote Sensing in Geology , Edited by: Siegal , B. S. and Gillespie , A. R. New York : John Wiley and Sons . and(Eds)
  • ITT, 2008, What is ENVI? ITT Visual Information Solutions, Boulder, CO, 15 August 2008. Available online at http://www.ittvis.com/ProductServices/ENVI.aspx
  • Kariuki , P. C. , Woldai , T. and van der Meer , F. 2004 . Effectiveness of spectroscopy in identification of swelling indicator clay minerals . International Journal of Remote Sensing , 25 : 455 – 469 .
  • Kavak , K. S. 2005 . Determination of palaeotectonic and neotectonic features around the Menderes Massif and the Gediz Graben (western Turkey) using Landsat TM image . International Journal of Remote Sensing , 26 : 59 – 78 .
  • Kendall , D. N. 1966 . “ Infrared radiation: description and simple theory of absorption by molecules ” . In Applied Infrared Spectroscopy , Edited by: Kendall , D. N. London, , UK : Chapman and Hall .
  • Kettles , I. M. , Rencz , A. N. and Bauke , S. D. 2000 . Integrating Landsat, geologic, and airborne gamma ray data as an aid to surficial geology mapping and mineral exploration in the Manitouwadge area, Ontario . Photogrammetric Engineering and Remote Sensing , 66 : 437 – 445 .
  • Krishnamurthy , J. 1997 . The evaluation of digitally enhanced Indian Remote Sensing Satellite (IRS) data for lithological and structural mapping . International Journal of Remote Sensing , 18 : 3409 – 3437 .
  • Kruse , F. , Boardman , J. and Huntington , J. 2003 . Comparison of airborne hyperspectral data and EO-1 Hyperion for mineral mapping . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1388 – 1400 .
  • Lee , J. , Weger , R. C. , Sengupta , S. K. and Welch , R. M. 1990 . A neural network approach to cloud classification . IEEE Transactions on Geoscience and Remote Sensing , 28 : 846 – 855 .
  • Leverington , D. W. 2001 . Discriminating lithology in Arctic environments from Earth orbit: an evaluation of satellite imagery and classification algorithms. , PhD thesis, Department of Geological Sciences, University of Manitoba
  • Leverington , D. W. 2008 . “ Discrimination of geological end members using Hyperion imagery: preliminary results, Big Bend National Park, Texas ” . In IEEE International Geosciences and Remote Sensing Symposium Boston
  • Leverington , D. W. and Duguay , C. R. 1997 . A neural network method to determine the presence or absence of permafrost near Mayo, Yukon Territory, Canada . Permafrost and Periglacial Processes , 8 : 205 – 215 .
  • Leverington , D. W. and Moon , W. M. 2005 . On the use of consensus algorithms to address variability in the results of neural network classifications: preliminary tests involving two northern study areas . Canadian Journal of Remote Sensing , 31 : 269 – 273 .
  • Linderman , M. , Liu , J. , Qi , J. , An , L. , Ouyang , Z. , Yang , J. and Tan , Y. 2004 . Using artificial neural networks to map the spatial distribution of understorey bamboo from remote sensing data . International Journal of Remote Sensing , 25 : 1685 – 1700 .
  • Lorenz , H. 2004 . Integration of Corona and Landsat Thematic Mapper data for bedrock geological studies in the high Arctic . International Journal of Remote Sensing , 25 : 5143 – 5162 .
  • Lu , D. and Weng , Q. 2007 . A survey of image classification methods and techniques for improving classification performance . International Journal of Remote Sensing , 28 : 823 – 870 .
  • Macias , L. F. 1995 . Remote sensing of mafic-ultramafic rocks: examples from Australian Precambrian terranes . AGSO Journal of Australian Geology and Geophysics , 16 : 163 – 171 .
  • Maselli , F. 1998 . Multiclass spectral decomposition of remotely sensed scenes by selective pixel unmixing . IEEE Transactions on Geoscience and Remote Sensing , 36 : 1809 – 1820 .
  • Matthews , P. S.C. 1986 . Quantum Chemistry of Atoms and Molecules , New York : Cambridge University Press .
  • Maxwell , J. B. 1980 . The Climate of the Canadian Arctic Islands and Adjacent Waters , Vol. 1 , Toronto : Atmospheric Environment Service, Climatological Studies 30 .
  • Mickus , K. and Johnson , E. 2001 . Mapping sedimentary and volcanic units within and surrounding Petrified Forest National Park, Arizona, using Landsat-5 and SPOT panchromatic data . International Journal of Remote Sensing , 22 : 1919 – 1935 .
  • Mustard , J. F. 1994 . Lithological mapping of gabbro and peridotite sills in the Cape Smith Fold and Thrust Belt with Thematic Mapper and airborne radar data . Canadian Journal of Remote Sensing , 20 : 222 – 232 .
  • Mustard , J. F. and Pieters , C. M. 1987 . Abundance and distribution of ultramafic microbreccia in Moses Rock Dike: quantitative application of mapping spectroscopy . Journal of Geophysical Research , 92 : 10 376 – 10 390 .
  • Mustard , J. F. and Sunshine , J. M. 1999 . “ Spectral analysis for earth science: investigations using remote sensing data ” . In Remote Sensing for the Earth Sciences, Manual of Remote Sensing , 3rd , Edited by: Rencz , A. N. Vol. 3 , 251 – 305 . New York : John Wiley .
  • Paradella , W. R. and Vitorello , I. 1995 . Geobotanical and soil spectral investigation for rock discrimination in the ‘Caatinga’ environment (Brazil) based on multitemporal remote sensing data . Canadian Journal of Remote Sensing , 21 : 52 – 59 .
  • PCI . 2005 . “ Atmospheric correction ” . In Geomatica 10 Documentation , Richmond Hill, Ontario : PCI Geomatics .
  • Pearlman , J. , Barry , P. , Segal , C. , Shepanski , J. , Beiso , D. and Carman , S. 2003 . Hyperion, a space-based imaging spectrometer . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1160 – 1173 .
  • Peña , S. A. and Abdelsalam , M. G. 2006 . Orbital remote sensing for geological mapping in southern Tunisia: implication for oil and gas exploration . Journal of African Earth Sciences , 44 : 203 – 219 .
  • Pontual , A. 1989 . Investigations of the Cerro Colorado Pluton, northern Chile, using enhanced Thematic Mapper images . IEEE Transactions on Geoscience and Remote Sensing , 27 : 746 – 753 .
  • Pu , R. , Gong , P. , Biging , G. S. and Larrieu , M. R. 2003 . Extraction of red edge optical parameters from Hyperion data for estimation of forest leaf area index . IEEE Transactions on Geoscience and Remote Sensing , 41 : 916 – 921 .
  • Qari , M. Y.H.T. 1992 . Improving geological mapping in the Arabian Shield using Landsat Thematic Mapper imagery – Jabal Duhayyah area . International Journal of Remote Sensing , 13 : 2765 – 2772 .
  • Ramsey , E. III , Rangoonwala , A. , Nelson , G. , Ehrlich , R. and Martella , K. 2004 . Generation and validation of characteristic spectra from EO1 Hyperion image data for detecting the occurrence of the invasive species, Chinese tallow . International Journal of Remote Sensing , 26 : 1611 – 1636 .
  • Reed , R. D. and Marks , R. J. II . 1999 . Neural Smithing , Cambridge, MA : MIT Press .
  • Riaza , A. , Mediavilla , R. and Santisteban , J. I. 2000 . Mapping geological stages of climate-dependant iron and clay weathering alteration on lithologically uniform sedimentary units using Thematic Mapper imagery (Tertiary Duero Basin, Spain) . International Journal of Remote Sensing , 21 : 937 – 950 .
  • Richards , J. A. and Jia , X. 2006 . Remote Sensing Digital Image Analysis , 4th , New York : Springer-Verlag .
  • Roberts , D. A. , Dennison , P. E. , Gardner , M. E. , Hetzel , Y. , Ustin , S. L. and Lee , C. T. 2003 . Evaluation of the potential of Hyperion for fire danger assessment by comparison to the Airborne Visible / Infrared Imaging Spectrometer . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1297 – 1310 .
  • Rowan , L. C. , Anton-Pachesco , C. , Brickey , D. W. , Kingston , M. J. , Payas , A. , Vergo , N. and Crowley , J. K. 1987 . Digital classification of contact metamorphic rocks in Extremadura Spain using Landsat thematic mapper data . Geophysics , 52 : 885 – 897 .
  • Schetselaar , E. M. 1994 . A comparative evaluation on the potential of C-band airborne SAR and panchromatic SPOT images for geologic mapping in the Archean Hood River Belt, Bathurst Inlet, Northwest Territories . Canadian Journal of Remote Sensing , 20 : 302 – 316 .
  • Settle , J. J. and Drake , N. A. 1993 . Linear mixing and the estimation of ground cover proportions . International Journal of Remote Sensing , 14 : 1159 – 1177 .
  • Sgavetti , M. , Ferrari , M. C. , Chiari , R. , Fantozzi , P. L. and Longhi , I. 1995 . Stratigraphic correlation by integrating photostratigraphy and remote sensing multispectral data: an example from Jurassic-Eocene strata, Northern Somalia . AAPG Bulletin , 79 : 1571 – 1589 .
  • Shimabukuru , Y. E. and Smith , J. A. 1991 . The least squares mixing models to generate fraction images derived from remote sensing multispectral data . IEEE Transactions on Geoscience and Remote Sensing , 29 : 16 – 20 .
  • Spatz , D. M. and Taranik , J. V. 1989 . Regional analysis of Tertiary volcanic calderas (western U.S.) using Landsat Thematic Mapper imagery . Remote Sensing of Environment , 28 : 257 – 272 .
  • Thenkabail , P. S. , Enclona , E. A. , Ashton , M. S. , Legg , C. and Jean de Dieu , M. 2004 . Hyperion, IKONOS, ALI, and ETM+ sensors in the study of African rainforests . Remote Sensing of Environment , 90 : 23 – 43 .
  • Trettin , H. P. 1991 . “ Tectonic framework. In Chapter 4 ” . In Geology of the Innuitian Orogen and Arctic Platform of Canada and Greenland, Geology of Canada , 59 – 66 . Ottawa, , Canada : Geological Survey of Canada . no.3
  • Tsai , F. , Lin , E.-K. and Yoshino , K. 2007 . Spectrally segmented principal component analysis of hyperspectral imagery for mapping invasive plant species . International Journal of Remote Sensing , 28 : 1023 – 1039 .
  • van der Meer , F. 1996 . Spectral mixture modelling and spectral stratigraphy in carbonate lithofacies mapping . ISPRS Journal of Photogrammetry and Remote Sensing , 51 : 150 – 162 .
  • van der Meer , F. and Bakker , W. 1997 . Cross correlogram spectral matching: application to surface mineralogical mapping by using AVIRIS data from Cuprite, Nevada . Remote Sensing of Environment , 61 : 371 – 382 .
  • van der Meer , F. , Van Dijk , P. M. and Westerhof , A. B. 1995 . Digital classification of the contact metamorphic aureole along the Los Pedroches batholith, south-central Spain, using Landsat Thematic Mapper data . International Journal of Remote Sensing , 16 : 1043 – 1062 .
  • Wang , X. , Zhang , M. , Zhu , J. and Geng , S. 2008 . Spectral prediction of Phytophthora infestans infection on tomatoes using artificial neural network (ANN) . International Journal of Remote Sensing , 29 : 1693 – 1706 .
  • Xu , D.-Q. , Ni , G.-Q. , Jian , L.-L. , Shen , Y.-T. , Li , T. , Ge , S.-L. and Shu , X.-B. 2008 . Exploring for natural gas using reflectance spectra of surface soils . Advances in Space Research , 41 : 1800 – 1817 .
  • Yoshioka , H. , Miura , T. and Huete , A. R. 2003 . An isoline-based translation technique of spectral vegetation index using EO-1 Hyperion data . IEEE Transactions on Geoscience and Remote Sensing , 41 : 1363 – 1372 .
  • Younis , M. T. , Gilabert , M. A. , Melia , J. and Bastida , J. 1997 . Weathering process effects on spectral reflectance of rocks in a semi-arid environment . International Journal of Remote Sensing , 18 : 3361 – 3377 .

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.