Profile
International Journal of Earth & Environmental Sciences Volume 4 (2019), Article ID 4:IJEES-164, 16 pages
https://doi.org/10.15344/2456-351X/2019/164
Research Article
Mapping Surficial Materials insouth of Wager Bay area (Nunavut) using RADARSAT-2 C-HH and C-HV, Landsat-8 OLI, DEM and Slope Data

Justin Byatt1, Armand La Rocque1, Brigitte Leblon1*, Jeff Harris2 and Isabelle McMartin3

1Faculty of Forestry and Environmental Management, University of New Brunswick, Fredericton, Canada
2Private Consultant 6 Sixth St., Fenelon Falls, Ontario, Canada
3Geological Survey of Canada, Ottawa, Ontario, Canada
Dr. Brigitte Leblon, Faculty of Forestry and Environmental Management, University of New Brunswick, Fredericton, Canada; E-mail: bleblon@unb.ca
23 December 2018; 27 March 2019; 29 March 2019
Byatt J, La Rocque A, Leblon B, Harris J, McMartin I, et al. (2019) Mapping Surficial Materials insouth of Wager Bay area (Nunavut) using RADARSAT-2 C-HH and C-HV, Landsat-8 OLI, DEM and Slope Data. Int J Earth Environ Sci 4: 164. doi: https://doi.org/10.15344/2456-351X/2019/164
J. Byatt was funded by a scholarship from NSERC, NBIF, and ACUNS (with the help from the W Garfield Weston Foundation) and by a NSERC Discovery Grant awarded to Dr. Brigitte Leblon. The fieldwork was funded by the Natural Resources Canada's Geomapping for Energy and Minerals (GEM-2) program, as part of the Tehery-Wager Activity within the Rae Project area. The RADARSAT-2 images were provided to the UNB team by the Canadian Space Agency via the Geological Survey of Canada.

References

  1. Harris JR, Wickert L, Lynds T, Behnia P, Rainbird R, et al. (2011) Remote predictive mapping 3. Optical remote sensing - a review for remote predictive mapping in northern Canada. Geoscience Canada 38: 49-83. View
  2. Schetselaar EM, Harris JR, Lynds T, de Kemp EA (2007) Remote predictive mapping (RPM): a strategy for geological mapping of Canada’s north. Geoscience Canada 34: 93-111. View
  3. LaRocque A, Leblon B, Harris JR, Jefferson CW, Tschirhart V, et al. (2012) Surficial materials mapping in Nunavut, Canada, with multi-beam RADARSAT-2 dual-polarization C-HH and C-HV, Landsat-7 ETM+, and DEM data. Canadian Journal of Remote Sensing 38: 281-305. View
  4. Harris JR, Grunsky E, McMartin I (2008a) Case study 7: Classification of remotely sensed imagery for surficial geological mapping in Canada’s north. In Remote Predictive Mapping: An Aid for Northern Mapping. Geological Survey of Canada 5643: 233-244. View
  5. Grunsky E, Harris JR, McMartin I (2009) Predictive mapping of surficial materials, Schultz Lake area (NTS 66 A), Nunavut, Canada. Reviews in Economic Geology 16: 177-198. View
  6. Mei S, Paulen RC (2009) Using multi-beam RADARSAT-1 imagery to augment mapping surficial geology in northwest Alberta, Canada. Canadian Journal of Remote Sensing, 35: 1-22. View
  7. Shelat Y, Leblon B, LaRocque A, Harris J, Jefferson CW, et al. (2012) Effects of incidence angles and image combinations on mapping accuracy of surficial materials in the Umiujalik Lake area, Nunavut using RADARSAT-2, polarimetric and LANDSAT 7 images, and DEM data. Part 1 - Non- Polarimetric Analysis. Canadian Journal of Remote Sensing 38: 383-403. View
  8. Byatt J, LaRocque A, Leblon B, Harris J, McMartin I, et al. (2018) Mapping surficial materials in Nunavut using RADARSAT-2 C-HH and C-HV, Landsat-8 OLI, DEM and slope data. Canadian Journal of Remote Sensing 44: 491-512. View
  9. Evans DL, Farr TG, Ford JP, Thompson TW, Werner CL (1986) Multipolarization radar images for geologic mapping and vegetation discrimination. IEEE Transactions on Geoscience and Remote Sensing 24: 246-257. View
  10. Schaber GG, McCauley JF, Breed CS (1997) The use of multi- frequency and polarimetric SIR-C/X SAR data in geologic studies of Bir Safsaf, Egypt. Remote Sensing of Environment 59: 337-363. View
  11. Harris JR, Grunsky E, Singhroy V (2008b) Radar remote sensing; In Remote Predictive Mapping: An Aid for Northern Mapping. Geological Survey of Canada, Open File 5643: 135-160. View
  12. Brown O, Harris JR, Utting D (2008) Case study 6: Surficial mapping of northern Baffin Island using Landsat and topographic data.In Remote Predictive Mapping: An Aid for Northern Mapping. Geological Survey of Canada 5643: 225-232.
  13. McMartin I, Wodicka N, Bazor D, Boyd B (2013) Till composition across the Rae craton south of Wager Bay, Nunavut: results from the Geo-mapping Frontiers’ Tehery-Cape Dobbs project. Geological Survey of Canada 7417: 31. View
  14. McMartin I, Campbell JE, Dredge LA, LeCheminant AN, McCurdy MW, et al. (2015a) Quaternary geology and till composition north of Wager Bay, Nunavut: results from the GEM Wager Bay Surficial Geology Project. Geological Survey of Canada 7748: 58. View
  15. McMartin I, Byatt J, Randour I, Day SJA (2015b) Report of 2015 activities for regional surficial mapping, till and stream sediment sampling in the Tehery- Wager GEM 2 Rae Project area. Geological Survey of Canada 7966: 14.
  16. McMartin I, Day SJA, Randour I, Roy M, Byatt J, et al. (2016) Report of 2016 activities for the surficial mapping and sampling surveys in the Tehery- Wager GEM-2 Rae Project area. Geological Survey of Canada 8134: 16. View
  17. Bostock HS (2014) Geology, Physiographic Regions of Canada; Geological Survey of Canada, Map 1: 5.
  18. Smith B, Knorr W, Widlowski J-L, Pinty B, Gobron N (2008) Combining remote sensing data with process modelling to monitor boreal conifer forest carbon balances. Forest Ecology and Management 255: 3985–3994. View
  19. Randour I, McMartin I, Roy M (2016) Study of the postglacial marine limit between Wager Bay and Chesterfield Inlet, western Hudson Bay, Nunavut; in Summary of Activities 2016. Canada-Nunavut Geoscience Office.
  20. Dredge LA, McMartin I, Campbell JE (2013a) Reconnaissance surficial geology, Yellow Bluff (west), Nunavut, NTS 46D, West. Geological Survey of Canada.
  21. Dredge LA, McMartin I, Campbell JE (2013b) Reconnaissance surficial geology, Daly Bay (south) and Cape Fullerton (north), Nunavut, NTS 56-A, South and 55-P, North. Geological Survey of Canada. View
  22. Dredge LA, McMartin I, Campbell JE (2013c) Reconnaissance surficial geology, Daly Bay (north), Nunavut, NTS 56-A, North; Geological Survey of Canada. View
  23. Randour I, McMartin I (2017) Surficial geology, Douglas Harbour (south), Nunavut, NTS 56-H, South. Geological Survey of Canada. View
  24. Byatt J (2014) Influence of environmental conditions on surficial deposit mapping using LANDSAT-5 TM and RADARSAT-2 polarimetric SAR images. Faculty of Forestry and Environmental Management, University of New Brunswick, Fredericton.
  25. Natural Resources Canada (2015) Canadian digital elevation data, Level 1, Natural Resources Canada. View
  26. Byatt J, LaRocque A, Leblon B, McMartin I, Harris J, et al (2015) Mapping surficial materials south of Wager Bay, southern Nunavut, using RADARSAT-2 C-band dual-polarized and Landsat 8 images, a digital elevation model and slope data: preliminary map and summary of fieldwork. Canada-Nunavut Geoscience Office.
  27. Google (2015) Google Maps™ satellite image of Wager Bay, Nunavut. [©2015 Google - Imagery, ©2015 Data SIO, NOAA, US Navy, NGA, GEBCO, Landsat, IBCAO Map data]. View
  28. United States Geological Survey (2015) Landsat 8 (L8) data user’s handbook; Sioux Falls, South Dakota, EROS. View
  29. Goodman JW (1976) Some fundamental properties of speckles. Journal of Optical Society of America 66: 1145-1150.
  30. Richards JA (2013) Remote sensing digital image analysis; an introduction. Springer-Verlag, Berlin.
  31. Breiman L (2001) Random forests. Machine Learning 45: 5-32. View
  32. Breiman L (2003) Manual of setting up, using and understanding Random Forests, V4.0. University of California Berkeley, Berkeley, California. View
  33. R Development Core Team (2012) R: a language and environment for statistical computing; software development tools, R Foundation for Statistical Computing, Vienna, Austria. View
  34. Ou C, LaRocque A, Leblon B, Yu Z, Webster K, et al. (2016) Mapping permafrost using RADARSAT-2 and LANDSAT images, 2 - Regional mapping. International Journal of Remote Sensing 37: 2751-2779.
  35. Congalton R (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment 37: 35-46. View
  36. Campbell JE, Harris JR, Huntley DH, McMartin I, Wityk U, et al. (2013) Remote predictive mapping of surficial earth materials: Wager Bay north area, Nunavut - NTS 46-E (N), 46-K (SW), 46-L, 46-M (SW), 56-H (N), 56-I and 56-J (S). Geological Survey of Canada 7118: 42.
  37. Wityk U, Harris JR, McMartin I, Campbell JE, Ross M, et al. (2013) Remote predictive mapping of surficial materials, West of Repulse Bay, Nunavut (NTS 46M-SW, 46L-W and -S, 46K-SW). Geological Survey of Canada 7357: 20.