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Canadian Journal of Remote Sensing
Journal canadien de télédétection
Volume 38, 2012 - Issue 3
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Research Article

Surficial materials mapping in Nunavut, Canada with multibeam RADARSAT-2 dual-polarization C-HH and C-HV, LANDSAT-7 ETM+, and DEM data

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Pages 281-305 | Received 05 Apr 2011, Accepted 15 Feb 2012, Published online: 05 Jun 2014

References

  • Aylsworth, J.M., Cunnigham, C.M., and Shilts, W.W. 1990. Surficial geology, Schultz Lake, District of Keewatin, Nunavut, Northwest Territories, Geological Survey of Canada Preliminary Map 43-1989.
  • Blom, R.G. and Elachi, C. Multifrequency and multipolarization radar scatterometry of sand dunes and comparison with spaceborne and airborne radar images. Journal of Geophysical Research. 1987. Vol. 92, pp. 7877-7889. doi: doi: 10.1029/JB092iB08p07877
  • Blumberg, D.G. Remote sensing of desert dune forms by polarimetric synthetic aperture radar (SAR). Remote Sensing of Environment. 1998. Vol. 65, pp. 204-216. doi: doi: 10.1016/S0034-4257(98)00028-5
  • Broscoe, D., Cummings, D.J., Russell, H.A.J. and Sharpe, D.R. A semi-automated esker detection method (EDM) for improved quantification of glaciated landscapes. Geological Survey of Canada Technical Note 2. 2011. Vol. 17, doi: doi: 10.4095/2881.46
  • Congalton, R. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment. 1991. Vol. 37, pp. 35-46. doi: doi: 10.1016/0034-4257(91)90048-B
  • Coulibaly, L. and Goïta, K. Evaluation of the potential of various spectral indices and textural features derived from satellite images for surficial deposits mapping. International Journal of Remote Sensing. 2006. Vol. 27, No. 20, pp. 4567-4584. doi: doi: 10.1080/01431160600857394
  • Daily, M., Elachi, C. and Farr, T. Discrimination of geologic units in Death Valley using dual frequency and polarization imaging radar data. Geophysical Research Letters. 1978. Vol. 5, No. 10, pp. 889-892. doi: doi: 10.1029/GL005i010p00889
  • Daily, M., Farr, T. and Elachi, C. Geologic interpretation from composited radar and LANDSAT imagery. Photogrammetric Engineering and Remote Sensing. 1979. Vol. 45, No. 8, pp. 1109-1116.
  • Davis, W.J., Gall, Q., Jefferson, C.W. and Rainbird, R.H. Fluorapatite in the paleoproterozoic Thelon Basin: structural-stratigraphic context, in situ ion microprobe U-Pb ages, and fluid-flow history. Geological Society of America Bulletin. 2011. pp. 19. doi: doi: 10.1130/B30163.1
  • Dellwig, L.F. and Moore, R.K. The geological value of simultaneously produced like- and cross-polarized radar imagery. Journal of Geophysical Research. 1966. Vol. 71, No. 14, pp. 3597-3601.
  • del Valle, H.F., Blanco, P.D., Metternicht, G.I. and Zinck, Z.A. Radar remote sensing of wind-driven land degradation processes in northeastern Patagonia. Journal of Environmental Quality. 2010. Vol. 39, pp. 62-75. doi: doi: 10.2134/jeq2009.0071
  • D'Iorio, M.A., Rivard, B. and Budkewitsch, P. Use of SAR wavelength and polarization information for geological interpretation of a semi-arid terrain. Canadian Journal of Remote Sensing. 1996. Vol. 22, No. 3, pp. 305-316.
  • Engeset, R.V. and Weydahl, D.J. Analysis of glaciers and geomorphology on Svalbard using multitemporal ERS-1 SAR images. IEEE Transactions on Geoscience and Remote Sensing. 1998. Vol. 36, No. 6, pp. 1879-1887. doi: doi: 10.1109/36.729359
  • Evans, D.L., Farr, T.G., Ford, J.P., Thompson, T.W. and Werner, C.L. Multipolarization radar images for geologic mapping and vegetation discrimination. IEEE Transactions on Geoscience and Remote Sensing. 1986. Vol. GE-24, No. 2, pp. 246-257. doi: doi: 10.1109/TGRS.1986.289644
  • Farr, T.G. and Chadwick, O.A. Geomorphic processes and remote sensing signatures of alluvial fans in the Kun Lun Mountains, China. Journal of Geophysical Research. 1996. Vol. 101, No. E10, pp. 23,091-23,100. doi: doi: 10.1029/96JE01603
  • Ford, J.P. Mapping glacial landforms from SEASAT radar images. Quaternary Research. 1984. Vol. 22, pp. 314-327. doi: doi: 10.1016/0033-5894(84)90025-5
  • Frost, V.S., Stiles, J.A., Shanmugan, K.S. and Holtzman, J.C. A model for radar images and its application to adaptive digital filtering of multiplicative noise. IEEE Transactions on Pattern Analysis and Machine Intelligence. 1982. Vol. 4, No. 2, pp. 157-166. doi: doi: 10.1109/TPAMI.1982.4767223
  • Graham, D.F. and Grant, D.R. A test of airborne, side-looking synthetic-aperture radar in central Newfoundland for geological reconnaissance. Canadian Journal of Earth Sciences. 1991. Vol. 28, pp. 257-265. doi: doi: 10.1139/e91-025
  • Graham, D.F. and Grant, D.R. Airborne SAR for geological mapping. Canadian Journal of Remote Sensing. 1994. Vol. 20, No. 3, pp. 319-323.
  • Greeley, R. and Blumberg, D.G. Preliminary analysis of Shuttle Radar Laboratory (SRL-1) data to study aeolian features and processes. IEEE Transactions on Geoscience and Remote Sensing. 1995. Vol. 33, No. 4, pp. 927-933. doi: doi: 10.1109/36.406678
  • Grunsky, E.C. The application of principal components analysis to multi-beam RADARSAT-1 satellite imagery: A tool for land cover and terrain mapping. Canadian Journal of Remote Sensing. 2002. Vol. 28, No. 6, pp. 758-769. doi: doi: 10.5589/m02-071
  • Grunsky, E., Harris, J.R., and McMartin, I. 2006. Predictive mapping of surficial materials, Schultz Lake area (NTS 66A), Nunavut, Canada. Geological Survey of Canada, Open File 5153, 1 DVD
  • Grunsky, E., Harris, J.R. and McMartin, I. Predictive mapping of surficial materials, Schultz Lake area (NTS 66 A), Nunavut, Canada. Reviews in Economic Geology. 2009. Vol. 16, pp. 177-198.
  • Haralick, R.M., Shanmugam, K. and Dinstein, I. Texture characteristics for image classification. IEEE Trans. Sys. Man Cybern. 1973. Vol. SMC-3, pp. 610-621. doi: doi: 10.1109/TSMC.1973.4309314
  • Harris, J.R. 2008. Introduction. In Remote predictive mapping: An aid for northern mapping. Chapter 1. Edited by J. R. Harris. Geological Survey of Canada, Open File 5643, pp. 1–4.
  • Harris, J.R., Grunsky, E., and McMartin, I. 2008. Case study 7: Classification of remotely sensed imagery for surficial geological mapping in Canada's North. Remote Predictive Mapping; an aid for northern mapping. Geological Survey of Canada, Open File 5643, pp. 233–244.
  • Harris, J.R., He, J., Grunsky, E., Gorodetzky, D., and Brown, N. 2012. A robust, cross validation classification method (RCM) for improved mapping accuracy and confidence metrics. Canadian Journal of Remote Sensing, Vol. 38, No. 1, pp. 69–90. doi: 10.5589/m12-013
  • Huadong, G., Jingjuan, L., Changlin, W., Chao, W., Farr, T.G. and Evans, D.L. Use of multifrequency, multipolarization shuttle imaging radar for volcano mapping in the Kunlun Mountains of Western China. Remote Sensing of Environment. 1997. Vol. 59, pp. 364-374. doi: doi: 10.1016/S0034-4257(96)00175-7
  • Koch, M., López-Martínez, J., Schmid, T., Serrano, E., and Gumuzzio, J. 2008. Application of ALOS PALSAR and LANDSAT ETM+ data for the study of periglacial features and permafrost within the South Shetland Islands, Western Antarctica. In Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS'08), Boston, Massachusetts, USA, July 6–11, 2008, Vol. 4, pp. 343–346.
  • Kenny, F.M., Barnett, P.J. and Singhroy, V.H. Application of airborne multispectral and radar images for Quaternary geological mapping. Canadian Journal of Remote Sensing. 1994. Vol. 20, No. 3, pp. 286-292.
  • Kuan, D.T., Sawchuk, A.A., Strand, T.C. and Chavel, P. Adaptive restoration of images with speckle. IEEE Transactions on Acoustics, Speech and Signal Processing. 1987. Vol. 35, No. 3, pp. 373-383. doi: doi: 10.1109/TASSP.1987.1165131
  • LaRocque, A., Leblon, B., Harris, J., Jefferson, C., Tschirhart, V., and Shelat, Y. 2012. Remote predictive surficial material maps of the northeast Thelon Basin region, Nunavut: integration of RADARSAT-2 dual polarization, LANDSAT-7 ETM+ and DEM data. Geological Survey of Canada Open File, submitted.
  • Lee, J.S. Refined filtering of image noise using local statistics. Computer Graphic and Image Processing. 1981. Vol. 15, pp. 380-389. doi: doi: 10.1016/S0146-664X(81)80018-4
  • Lopes, A., Nezry, E., Touzi, R. and Laur, H. Structure detection and statistical adaptive speckle filtering in SAR images. International Journal of Remote Sensing. 1993. Vol. 14, No. 9, pp. 1735-1758. doi: doi: 10.1080/01431169308953999
  • Lopes, A., Touzi, R. and Nezry, E. Adaptive speckle filters and scene heterogeneity. IEEE Transactions on Geoscience and Remote Sensing. 1990. Vol. 28, No. 6, pp. 992-1000. doi: doi: 10.1109/36.62623
  • MacDonald, Dettwiler and Associates Ltd (MDA), 2009. RADARSAT-2 Product Description, RN-SP-52-1238, Issue 1/6, 2 November 2009, 46 p.
  • McMartin, I., and Dredge, L.A. 2005. History of ice flow in the Schultz Lake and Wager Bay areas, Kivalliq Region, Nunavut. Geological Survey of Canada, Current Research Paper 2005-B2, 10p.
  • McMartin, I., Dredge, L.A., and Aylesworth, J.M. 2008. Surficial Geology, Schultz Lake South, Geological Survey of Canada, Map 2120A, Scale 1:100,000.
  • Mei, S. and Paulen, R. Using multi beam RADARSAT-1 imagery to augment mapping surficial geology in northwest Alberta, Canada. Canadian Journal of Remote sensing. 2009. Vol. 35, No. 1, pp. 1-22. doi: doi: 10.5589/m08-077
  • Miller, A.R. and LeCheminant, A.N. Geology and uranium metallogeny of proterozoic supracrustal successions, central district of Keewatin, N. W. T. with comparisons to Northern Saskatchewan. Proceedings of the CIM-SEG Uranium Symposium, Saskatoon, Saskatchewan, Canada. 1985. Vol. 32, pp. 167-185.
  • Pavlic, G., Singhroy, V., Duk-Rodkin, A., and Alasset, P.J. 2008. Satellite data fusion techniques for terrain and surficial geological mapping. In Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS'08), Boston, Massachusetts, U.S.A., 6–11 July 2008, Vol. 3, pp. 314–317.
  • Pehrsson, S., Jefferson, C.W., Peterson, T., Scott, J., Chorlton, L., and Hillary, B. 2010. Basement to the Thelon Basin, Nunavut – Revisited (Abstract). GeoCanada 2010, Calgary, 10–14 May 2010, 4 p.
  • Peterson, T., Pehrsson, S., Jefferson, C., Scott, J., and Rainbird, R. 2010. The Dubawnt Supergroup, Canada: a LIP with a LISP. December 2010 LIP of the month: <http://www.largeigneousprovinces.org/LOM.html>, 32 p.
  • Qong, M. Sand dunes attribute estimates from SAR images. Remote Sensing of Environment. 2002. Vol. 74, pp. 217-228. doi: doi: 10.1016/S0034-4257(00)00112-7
  • Rainbird, R.H., Davis, W.J., Pehrsson, S.J., Wodicka, N., Rayner, N. and Skulski, T. Early Paleoproterozoic supracrustal assemblages of the Rae domain, Nunavut, Canada: Intracratonic basin development during supercontinent break-up and assembly. Precambrian Research. 2010. Vol. 181, pp. 167-186. doi: doi: 10.1016/j.precamres.2010.06.005
  • Richards, J.A. 1993. Remote sensing digital image analysis; an introduction. Springer-Verlag, Berlin.
  • Schaber, G.G., Berlin, G.L. and Brown, W.E. Jr. Variation in surface roughness within Death Valley, California: Geologic evaluation of 25-cm-wavelength radar images. Bulletin of the Geological Society of America. 1976. Vol. 87, No. 1, pp. 29-41. doi: doi: 10.1130/0016-7606(1976)872.0.CO;2
  • Schaber, G.G., McCauley, J.F. and Breed, C.S. The use of multifrequency and polarimetric SIR-C/X SAR data in geologic studies of Bir Safsaf, Egypt. Remote Sensing of Environment. 1997. Vol. 59, pp. 337-363. doi: doi: 10.1016/S0034-4257(96)00143-5
  • Schaber, G.G. and Breed, C.S. The importance of SAR wavelength in penetrating blow sand in northern Arizona. Remote Sensing of Environment. 1999. Vol. 69, pp. 87-104. doi: doi: 10.1016/S0034-4257(99)00013-9
  • Schmullius, C.C. and Evans, D.L. Review article synthetic aperture radar (SAR) frequency and polarization requirements for applications in ecology, geology, hydrology, and oceanography: a tabular status quo after SIR-C/X SAR. International Journal of Remote Sensing. 1997. Vol. 18, No. 3, pp. 2713-2722. doi: doi: 10.1080/014311697217297
  • Shelat, Y., Leblon, B., LaRocque, A., Harris, J., Jefferson, C.W., Lentz, D., and Tschirhart, V. 2012a. Effects of incidence angles and image combinations on mapping accuracy of surficial materials in the Umiujalik Lake area, Nunavut using RADARSAT-2 polarimetric SAR, LANDSAT-7 ETM+ and DEM data. Part 1. Non-Polarimetric Analysis, Canadian Journal of Remote Sensing, Vol. 38, No. 3 xxx–xxx. doi: 10.5589/m12-030.
  • Shelat, Y., Leblon, B., LaRocque, A., Harris, J., Jefferson, C.W., Lentz, D., and Tschirhart, V. 2012b. Effects of incidence angles on mapping accuracy of surficial materials in the Umiujalik Lake area, Nunavut using RADARSAT-2 polarimetric SAR images. Part 2. Polarimetric Analysis, Canadian Journal of Remote Sensing, Vol. 38, No. 3 xxx–xxx. doi: 10.5589/m12-031.
  • Singhroy, V.H. and Saint-Jean, R. Effects of relief on the selection of RADARSAT-1 incidence angle for geological applications. Canadian Journal of Remote Sensing. 1999. Vol. 25, No. 3, pp. 211-217.
  • Singhroy, V.H., Kenny, F.M. and Barnett, P.J. Radar imagery for Quaternary geological mapping in glaciated terrain. Canadian Journal of Remote Sensing. 1992. Vol. 18, No. 2, pp. 112-117.
  • Zebker, H.A. and van Zyl, J.J. Imaging radar polarimetry: a review. Proceedings of the IEEE. 1991. Vol. 79, No. 11, pp. 1583-1606.

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