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Ninth International Conference on Permafrost ... - IARC Research

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Ni n t h In t e r n at i o n a l Co n f e r e n c e o n Pe r m a f r o s tTable 1. Relati<strong>on</strong> between NSP and vegetati<strong>on</strong> associati<strong>on</strong>s.Vegetati<strong>on</strong> associati<strong>on</strong> Presence of NSP (% of plots)Southern deltaHorsetail (n=8) 0Willow-horsetail (n=19) 0Alder (n=25) 96Central deltaHorsetail (n=11) 9Willow-horsetail (n=20) 10Alder (n=26) 100Northern deltaHorsetail-sedge (n=18) 100Willow-horsetail (n=12) 17Salix richards<strong>on</strong>ii (n=15) 100and Willow-horsetail communities were not associatedwith NSP. NSP was present beneath all other vegetati<strong>on</strong>associati<strong>on</strong>s and in other land surface types (Table 1).Image Data Analysis<strong>Permafrost</strong> cannot be directly imaged by airborne orsatellite-based sensors, but its presence may be inferredfrom surface characteristics, especially vegetati<strong>on</strong>. In thisstudy, SPOT-5 images of the MD, captured in July 2006 witha nominal ground pixel size of 10 m x 10 m, were classifiedfor vegetati<strong>on</strong> characteristics associated with NSP. Usingrelati<strong>on</strong>s of these characteristics with field survey data, theproporti<strong>on</strong> of ground underlain by NSP was estimated.In additi<strong>on</strong> to spectral data produced directly by SPOT-5,data transformati<strong>on</strong>s such as vegetati<strong>on</strong> indices, textureanalysis and PCA were used to generate additi<strong>on</strong>al imageinformati<strong>on</strong> for classificati<strong>on</strong>. Training and testing data werechosen randomly am<strong>on</strong>g field sampled plots. MaximumLikelihood classificati<strong>on</strong>s were used to generate maps ofvegetati<strong>on</strong> associati<strong>on</strong>s with accuracies above 80%.Estimati<strong>on</strong> of Near-Surface <strong>Permafrost</strong> ExtentTo estimate the extent of NSP in the MD, the land surfacewas categorized into three types: (1) Alluvial islands (AI),(2) Point bars (PB), and (3) all other types. PB occupiedabout 18% of the land surface and the extent of AI in thesouthern delta was calculated to be about 5%. The extent ofNSP in the delta is:idjLn∑∑PV) )*(((1)k kk===111where d are the delta regi<strong>on</strong>s, L the land surface types, nthe vegetati<strong>on</strong> classes underlain by NSP, V the land fracti<strong>on</strong>occupied by n, and P the land fracti<strong>on</strong> occupied by L.In the southern delta, 93% of the land surface was foundto be underlain by NSP. Z<strong>on</strong>es with presence of NSPrepresented 95% and 96% of the land surface in the centraland northern delta, respectively.C<strong>on</strong>clusi<strong>on</strong>s1. On point bars and alluvial islands, Horsetail andWillow-horsetail communities were not associated with NSP.NSP was present beneath all other vegetati<strong>on</strong> associati<strong>on</strong>sand in other land surface types.2. Z<strong>on</strong>es with presence of NSP represent 93%, 95%, and96% of the land surface in the southern, central, and northerndelta, respectively. This indicates that the MD is part of thec<strong>on</strong>tinuous permafrost z<strong>on</strong>e.3. The technique developed in this study was useful in themapping of NSP over large areas in a dynamic envir<strong>on</strong>mentand could form the basis of a mapping tool that could beused to aid in land-use planning.ReferencesDyke, L.D. 2000. Shoreline permafrost al<strong>on</strong>g the MackenzieRiver. In: L.D. Dyke & G.R. Brooks (ed.), ThePhysical Envir<strong>on</strong>ment of the Mackenzie Valley,Northwest Territories: a Baseline for the Assessmentof Envir<strong>on</strong>mental Change. Ottawa: Geological Surveyof Canada Bulletin 547: 143-151.Gill, D. 1973. A spatial correlati<strong>on</strong> between plant distributi<strong>on</strong>and unfrozen ground within a regi<strong>on</strong> of disc<strong>on</strong>tinuouspermafrost. Proceedings of the Sec<strong>on</strong>d <str<strong>on</strong>g>Internati<strong>on</strong>al</str<strong>on</strong>g><str<strong>on</strong>g>C<strong>on</strong>ference</str<strong>on</strong>g> <strong>on</strong> <strong>Permafrost</strong>, Yakutsk, U.S.S.R., July13-28, 1973: 105-113.Heginbottom, J.A., Dubreuil, M-A. & Harker, P.A. 1995.<strong>Permafrost</strong>. Nati<strong>on</strong>al Atlas of Canada, 5 th ed.Henry, K. & Smith, M.W. 2001. A model-based map ofground temperatures for the permafrost regi<strong>on</strong>s ofCanada. <strong>Permafrost</strong> and Periglacial Processes 12:389-398.Kokelj, S.V. & Burn, C.R. 2005. Near-surface ground icein sediments of the Mackenzie Delta, NorthwestTerritories, Canada. <strong>Permafrost</strong> and PeriglacialProcesses 16: 291-303.Mackay, J.R. 1963. The Mackenzie Delta Area, N.W.T.,Canada. Department of Mines and Technical Surveys,Geographical Branch, Memoir 8.Pearce, C.M. 1998. Vegetati<strong>on</strong> patterns and envir<strong>on</strong>mentalrelati<strong>on</strong>ships in an Arctic riparian wetland. In: S.K.Majumdar, E.W. Miller & F.J. Brenner (eds.), Ecologyof Wetlands and Associated Systems. PennsylvaniaAcademy of Science, 258-280.Smith, M.W. 1975. Microclimatic influences <strong>on</strong> groundtemperatures and permafrost distributi<strong>on</strong>, MackenzieDelta, Northwest Territories. Canadian Journal ofEarth Sciences 12: 1421-1438.Smith, S.L., Burgess, M.M. & Heginbottom, J.A. 2001.<strong>Permafrost</strong> in Canada, a challenge to northerndevelopment. In: G.R. Brooks (ed.), A Synthesis ofGeological Hazards in Canada. Ottawa: GeologicalSurvey of Canada Bulletin 548: 241-264.222

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