Mapping hydrologically sensitive areas on the Boreal Plain: a multitemporal analysis of ERS synthetic aperture radar data

References

• Adam , J. W. , Collins , M. and Pietroniro , A. 1998 . Radarsat flood mapping in the Peace‐Athabasca Delta, Canada. . Canadian Journal of Remote Sensing , 24 : 69 – 79 .
   Google Scholar
• Agnew , L. J. , Lyon , S. , Gérard‐Marchant , P. , Collins , V. B. , Lembo , A. J. , Steenhuis , T. S. and Walter , M. T. 2006 . Identifying hydrologically sensitive areas: bridging the gap between science and application. . Journal of Environmental Management , 78 : 63 – 76 .
   PubMed Web of Science ®Google Scholar
• Andison , D. W. 2003 . “ Tactical forest planning and landscape design. ” . In Towards Sustainable Management of the Boreal Forest , Edited by: Adamowicz , W. L . 433 – 480 . Ottawa : NRC Research Press .
   Google Scholar
• ASF . 2004 . Alaska Satellite Facility Software Tools: The Use of the ASF Convert Tool , Fairbanks, Alaska : Geophysical Institute, University of Alaska Fairbanks . Available online at: www.asf.alaska.edu
   Google Scholar
• Bindlish , R. and Barros , A. P. 2000 . Multifrequency soil moisture inversion from SAR measurements with the use of IEM. . Remote Sensing of Environment , 71 : 67 – 88 .
   Web of Science ®Google Scholar
• Bourgeau‐Chavez , L. L. , Smith , K. B. , Brunzell , S. M. , Kasischke , E. S. , Romanowicz , E. A. and Richardson , C. J. 2005 . Remote monitoring of regional inundation patterns and hydroperiod in the greater everglades using synthetic aperture radar. . Wetlands , 25 : 176 – 191 .
   Web of Science ®Google Scholar
• Brivio , P. A. , Colombo , R. , Maggi , M. and Tomasoni , R. 2002 . Integration of remote sensing data and GIS for accurate mapping of flooded areas. . International Journal of Remote Sensing , 23 : 429 – 441 .
   Web of Science ®Google Scholar
• Brun , C. , Bernard , R. , Vidal‐Madjar , D. , Gascuel‐Odoux , C. , Merot , P. , Duchesne , J. and Nicolas , H. 1990 . Mapping saturated areas with a helicopter‐borne C band scatterometer. . Water Resources Research , 26 : 945 – 955 .
   Web of Science ®Google Scholar
• Burrough , P. A and McDonnell , R. A , eds. 1998 . Principals of Geographical Information Systems: Spatial Information Systems and Geostatistics , 265 – 291 . New York : Oxford University Press .
   Google Scholar
• Buttle , J. M. , Creed , I. F. and Moore , R. D. 2005 . Progress in Canadian forest hydrology: 1999–2003. . Hydrological Processes , 19 : 169 – 200 .
   Web of Science ®Google Scholar
• Champion , I. and Faivre , R. 1997 . Sensitivity of the radar signal to soil moisture: variation with incidence angle, frequency, and polarization. . IEEE Transactions on Geoscience and Remote Sensing , 35 : 781 – 783 .
   Web of Science ®Google Scholar
• Clark , R. C. 2004 . “ Mapping inundation on a forested landscape in the boreal forest – a multi‐temporal analysis of ERS synthetic aperture radar data. ” . MSc thesis, University of Western Ontario
   Google Scholar
• Creed , I. F. and Band , L. E. 1998 . Export of nitrogen from catchments within a temperate forest: evidence for a unifying mechanism regulated by variable source area dynamics. . Water Resources Research , 34 : 3105 – 3120 .
   Web of Science ®Google Scholar
• Creed , I. F. , Band , L. E. , Foster , N. W. , Morrison , I. K. , Nicolas , J. A. , Semkin , R. S. and Jeffries , D. S. 1996 . Regulation of nitrate‐N release from temperate forests: a test of the N flushing hypothesis. . Water Resources Research , 32 : 3337 – 3354 .
   Web of Science ®Google Scholar
• Creed , I. F. , Sanford , S. E. , Beall , F. D. , Molot , L. A. and Dillon , P. J. 2003 . Cryptic wetlands: integrating hidden wetlands in regression models of the export of dissolved organic carbon from forested landscapes. . Hydrologic Processes , 17 : 3629 – 3648 .
   Web of Science ®Google Scholar
• Devito , K. J. , Creed , I. F. , Rothwell , R. L. and Prepas , E. E. 2000 . Landscape controls on phosphorus loading to boreal lakes: implications for the potential impacts of forest harvesting. . Canadian Journal of Fisheries and Aquatic Sciences , 57 : 1977 – 1984 .
   Web of Science ®Google Scholar
• Dobson , M. C. and Ulaby , F. T. 1986 . Active microwave soil moisture research. . IEEE Transactions on Geoscience and Remote Sensing , 24 : 23 – 36 .
   Web of Science ®Google Scholar
• Dobson , M. C. and Ulaby , F. T. 1998 . “ Mapping soil moisture distribution with imaging radar. ” . In Principals and Applications of Imaging Radar: Manual of Remote Sensing , Edited by: Henderson , F. M and Lewis , A. J . Vol. 2 , 407 – 433 . New York : John Wiley and Sons Inc . 3rd edn
   Google Scholar
• Ecological Stratification Working Group . 1996 . A National Ecological Framework for Canada , Ottawa/Hull : Agriculture and Agri‐Food Canada, Research Branch, Centre for Land and Biological Resources Research and Environment Canada, State of Environment Directorate .
   Google Scholar
• Gineste , P. , Puech , C. and Mérot , P. 1998 . Radar remote sensing of source areas from the Coët‐Dan catchment. . Hydrological Processes , 12 : 267 – 284 .
   Web of Science ®Google Scholar
• Goyal , S. K. , Seyfried , M. S. and O'Neill , P. E. 1999 . Correction of surface roughness and topographic effects on airborne SAR in mountainous rangeland areas. . Remote Sensing of Environment , 67 : 124 – 136 .
   Web of Science ®Google Scholar
• Hamon , R. W. 1964 . “ Computation of direct runoff amounts from storm rainfall. ” . In Symposium on Surface Waters , 52 – 62 . Wallingford : IAHS Press . IAHS Publication no. 63
   Google Scholar
• Hess , L. L. , Melack , J. M. , Filoso , S. and Wang , Y. 1995 . Delineation of inundated area and vegetation along the Amazon floodplain with the SID‐C synthetic aperture radar. . IEEE Transactions on Geoscience and Remote Sensing , 33 : 896 – 904 .
   Web of Science ®Google Scholar
• Hess , L. L. , Melack , J. M. , Novo , E. M. L. M. , Barbosa , C. C. F. and Gastil , M. 2003 . Dual‐season mapping of wetland inundation and vegetation for the central Amazon basin. . Remote Sensing of Environment , 87 : 404 – 428 .
   Web of Science ®Google Scholar
• Hess , L. L. , Melack , J. M. and Simonett , D. S. 1990 . Radar detection of flooding beneath the forest canopy: a review. . International Journal of Remote Sensing , 11 : 1313 – 1325 .
   Web of Science ®Google Scholar
• Higman , S , Mayers , J , Bass , S , Judd , N and Nussbaum , R , eds. 2005 . The Sustainable Forestry Handbook , 160 – 180 . London : Earthscan .
   Google Scholar
• Hinse , M. , Gwyn , Q. H. J. and Bonn , F. 1988 . Radiometric correction of C‐band imagery for topographic effects in regions of moderate relief. . IEEE Transactions on Geoscience and Remote Sensing , 26 : 122 – 132 .
   Web of Science ®Google Scholar
• Hobson , K. A. , Bayne , E. M. and Van Wilgenburg , S. L. 2002 . Large‐scale conversion of forest to agriculture in the boreal plains of Saskatchewan. . Conservation Biology , 16 : 1530 – 1541 .
   Web of Science ®Google Scholar
• Horritt , M. S. , Mason , D. C. , Cobby , D. M. , Davenport , I. J. and Bates , P. D. 2003 . Waterline mapping in flooded vegetation from airborne SAR imagery. . Remote Sensing of Environment , 85 : 271 – 281 .
   Web of Science ®Google Scholar
• Horritt , M. S. , Mason , D. C. and Luckman , A. J. 2001 . Flood boundary delineation from synthetic aperture radar imagery using a statistical active contour model. . International Journal of Remote Sensing , 22 : 2489 – 2507 .
   Web of Science ®Google Scholar
• Kasischke , E. S. , Smith , K. B. , Bourgeau‐Chavez , L. L. , Romanowicz , E. A. , Brunzell , S. and Richardson , C. J. 2003 . Effects of seasonal hydrologic patterns in south Florida wetlands on radar backscatter measured from ERS‐2 SAR imagery. . Remote Sensing of Environment , 88 : 423 – 441 .
   Web of Science ®Google Scholar
• Leibowitz , S. G. and Vining , K. C. 2003 . Temporal connectivity in a prairie pothole complex. . Wetlands , 23 : 13 – 25 .
   Web of Science ®Google Scholar
• Lindsay , J. B. 2005 . The terrain analysis system: a tool for hydro‐geomorphic applications. . Hydrological Processes , 19 : 1123 – 1130 .
   Web of Science ®Google Scholar
• Lopes , A. , Nezry , E. , Touzi , R. and Laur , H. 1993 . Structure detection and statistical adaptive speckle filtering in SAR images. . International Journal of Remote Sensing , 14 : 1735 – 1758 .
   Web of Science ®Google Scholar
• Meadows , P. J. , Rosich , B. and Santella , C. 2004 . “ The ERS‐2 SAR performance: the first 9 years. ” . In Proceedings of the ENVISAT and ERS Symposium 6–10 September 2004, Salzburg, Austria, H. Lacoste and L. Ouwehand (Eds.), ESA SP‐572
   Google Scholar
• Mérot , P. , Crave , A. and Gascuel‐Odoux , C. 1994 . Effects of saturated areas on backscattering coefficient of the ERS 1 synthetic aperture radar: first results. . Water Resources Research , 30 : 175 – 179 .
   Web of Science ®Google Scholar
• Morrissey , L. A. , Durden , S. L. , Livingston , G. P. , Stearn , J. A. and Guild , L. S. 1996 . Differentiating methane source areas in arctic environments with multitemporal ERS‐1 SAR data. . IEEE Transactions on Geoscience and Remote Sensing , 34 : 667 – 673 .
   Web of Science ®Google Scholar
• Oldak , A. , Jackson , T. J. , Starks , P. and Elliott , R. 2003 . Mapping near‐surface soil moisture on regional scale using ERS‐2 SAR data. . International Journal of Remote Sensing , 24 : 4579 – 4598 .
   Web of Science ®Google Scholar
• Paulen , R. C. , Fenton , M. M. and Pawlowicz , J. G. 2004a . Surficial Geology of the Utikuma Area (NTS 83O/NW), Scale 1 : 100,000 , Edmonton, Alberta, , Canada : Alberta Geological Survey, Alberta Energy and Utilities Board . Alberta Energy and Utilities Board, EUB/AGS Map 312
   Google Scholar
• Paulen , R. C. , Fenton , M. M. and Pawlowicz , J. G. 2004b . Surficial Geology of the Willow River Area (NTS 83O/NE). Scale 1 : 100,000 , Edmonton, Alberta, , Canada : Alberta Geological Survey, Alberta Energy and Utilities Board . Alberta Energy and Utilities Board, EUB/AGS Map 313
   Google Scholar
• Pietroniro , A. and Leconte , R. 2003 . Applications of remote sensing in hydrology. . Hydrological Processes , 16 : 1537 – 1541 .
   Web of Science ®Google Scholar
• Pietroniro , A. and Leconte , R. 2005 . A review of Canadian remote sensing and hydrology, 1999–2003. . Hydrological Processes , 19 : 285 – 301 .
   Web of Science ®Google Scholar
• Pope , K. O. , Rejmankova , E. , Paris , J. F. and Woodruff , R. 1997 . Detecting seasonal flooding cycles in marshes of the Yucatan Peninsula with SIR‐C polarimetric radar imagery. . Remote Sensing of Environment , 59 : 157 – 166 .
   Web of Science ®Google Scholar
• Pulkki , R. 2003 . “ Minimizing negative environmental impacts of forest harvesting operations. ” . In Towards Sustainable Management of the Boreal Forest , Edited by: Burton , P. J , Messier , C , Smith , D. W and Wiktor , L. A . 581 – 628 . Ottawa : NRC Research Press .
   Google Scholar
• Pulliainen , J. T. , Mikkelä , P. J. , Hallikainen , M. T. and Ikonen , J. P. 1996 . Seasonal dynamics of C‐band backscatter of boreal forests with applications to biomass and soil moisture estimation. . IEEE Transactions on Geoscience and Remote Sensing , 34 : 758 – 770 .
   Web of Science ®Google Scholar
• Richards , J. A. , Woodgate , P. W. and Skidmore , A. K. 1987 . An explanation of enhanced radar backscattering from flooded forests. . International Journal of Remote Sensing , 8 : 1093 – 1100 .
   Web of Science ®Google Scholar
• Rignot , E. J. and Van Zyl , J. J. 1993 . Change detection techniques for ERS‐1 SAR data. . IEEE Transactions on Geoscience and Remote Sensing , 31 : 896 – 906 .
   Web of Science ®Google Scholar
• Rosenqvist , A. , Forsberg , B. R. , Pimentel , T. , Rauste , Y. A. and Richey , J. E. 2002 . The use of spaceborne radar data to model inundation patterns and trace gas emissions in the central Amazon floodplain. . International Journal of Remote Sensing , 23 : 1303 – 1328 .
   Web of Science ®Google Scholar
• Rustomji , P. and Prosser , I. 2001 . Spatial patterns of sediment delivery to valley floors: sensitivity to sediment transport capacity and hillslope hydrology relations. . Hydrological Processes , 15 : 1003 – 1018 .
   Web of Science ®Google Scholar
• Sass , G. Z. and Creed , I. F. 2008 . Characterizing hydrodynamics on boreal landscapes using archived synthetic aperture radar imagery. . Hydrological Processes , 22 : 1687 – 1699 .
   Web of Science ®Google Scholar
• Schindler , D. W. 1998 . A dim future for boreal water and landscapes. . BioScience , 48 : 157 – 164 .
   Web of Science ®Google Scholar
• Schindler , D. W. 2001 . The cumulative effects of climate warming and other human stresses on Canadian freshwaters in the new millennium. . Canadian Journal of Fisheries and Aquatic Sciences , 58 : 18 – 29 .
   Web of Science ®Google Scholar
• Schmugge , T. J. 1980 . Effect of texture on microwave emission from soils. . IEEE Transactions on Geoscience and Remote Sensing , 18 : 353 – 361 .
   Web of Science ®Google Scholar
• Townsend , P. A. 2001 . Mapping seasonal flooding in forested wetlands using multi‐temporal Radarsat SAR. . Photogrammetric Engineering and Remote Sensing , 67 : 857 – 864 .
   Web of Science ®Google Scholar
• Troch , P. , Verhoest , N. , Gineste , P. , Paniconi , C. and Mérot , P. 2000 . “ Variable source areas, soil moisture and active microwave observations at Zwalmbeek and Coët‐Dan. ” . In Spatial Patterns in Catchment Hydrology: Observations and Modeling , Edited by: Grayson , R. B and Blöschl , G . 187 – 208 . Cambridge : Cambridge University Press .
   Google Scholar
• Ulaby , F. T. , Dubois , P. C. and Van Zyl , J. 1996 . Radar mapping of surface soil moisture. . Journal of Hydrology , 184 : 57 – 84 .
   Web of Science ®Google Scholar
• Van Zyl , J. J. , Chapman , B. D. , Dubois , P. and Shi , J. 1993 . The effect of topography on SAR calibration. . IEEE Transactions on Geoscience and Remote Sensing , 31 : 1036 – 1043 .
   Web of Science ®Google Scholar
• Verhoest , N. E. , Troch , P. A. , Paniconi , C. and De Troch , F. P. 1998 . Mapping basin scale variable source areas from multitemporal remotely sensed observations of soil moisture behavior. . Water Resources Research , 34 : 3235 – 3244 .
   Web of Science ®Google Scholar
• Walter , M. T. , Walter , M. F. , Brooks , E. S. , Steenhuis , T. S. , Boll , J. and Weiler , K. 2000 . Hydrologically sensitive areas: variable source area hydrology implications for water quality risk assessment. . Journal of Soil and Water Conservation , 55 : 277 – 286 .
   Web of Science ®Google Scholar
• Wang , Y. , Hess , L. L. , Filoso , S. and Melack , J. M. 1995 . Understanding the radar backscattering from flooded and nonflooded Amazonian forests: results from canopy backscatter modeling. . Remote Sensing of Environment , 54 : 324 – 332 .
   Web of Science ®Google Scholar
• Wemple , B. C. , Jones , J. and Grant , G. E. 1996 . Channel network extension by logging roads in two basins, western cascades, Oregon. . Water Resources Bulletin , 32 : 1195 – 1207 .
   Google Scholar
• Wickel , A. J. , Jackson , T. J. and Wood , E. F. 2001 . Multitemporal monitoring of soil moisture with Radarsat SAR during the 1997 Southern Great Plains hydrology experiment. . International Journal of Remote Sensing , 22 : 1571 – 1583 .
   Web of Science ®Google Scholar
• Zadeh , L. A. 1965 . Fuzzy sets. . Information and Controls , 8 : 338 – 353 .
   Web of Science ®Google Scholar