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Case Studies

Modulation of linear and nonlinear hydroclimatic dynamics by mountain glaciers in Canada and Norway: Results from information-theoretic polynomial selection

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Pages 324-341 | Received 09 Jul 2013, Accepted 13 Mar 2014, Published online: 26 Aug 2014

References

  • Akaike, H. 1973. Information theory and an extension of the maximum likelihood principle. In Second International Symposium on Information Theory, eds. B. N. Petrov and F. F. Csáki, 267–281. Budapest: Akadémiai Kiadó.
  • Akaike, H. 1974. A new look at the statistical model identification. IEEE Transactions on Automatic Control 19: 716–723.
  • Anderson, D. R., K. P. Burnham, and W. L. Thompson. 2000. Null hypothesis testing: problems, prevalence, and an alternative. Journal of Wildlife Management 64: 912–923.
  • Arguez, A., J. J. O’Brien, and S. R. Smith. 2009. Air temperature impacts over Eastern North America and Europe associated with low-frequency North Atlantic SST variability. International Journal of Climatology 29: 1–10.
  • Arnell, N. W. 2004. Climate change and global water resources: SRES emissions and socio-economic scenarios. Global Environmental Change 14: 31–52.
  • Bai, X., J. Wang, C. Sellinger, A. Clites, and R. Assel. 2012. Interannual variability of Great Lakes ice cover and its relationship to NAO and ENSO. Journal of Geophysical Research 117, doi:10.1029/2010JC006932.
  • Baraer, M., B. G. Mark, J. M. McKenzie, T. Condom, J. Bury, K.-I. Huh, C. Portocarrero, J. Gómez, and S. Rathay. 2012. Glacier recession and water resources in Peru’s Cordillera Blanca. Journal of Glaciology 58, dx.doi.org/10.3189/2012JoG11J186.
  • Brabets, T. P., and M. A. Walvoord. 2009. Trends in streamflow in the Yukon River Basin from 1944 to 2005 and the influence of the Pacific Decadal Oscillation. Journal of Hydrology 371: 108–119.
  • Brimley, B., J.-F. Cantin, D. Harvey, M. Kowalchuk, P. Marsh, T. Ouarda, B. Phinney, P. Pilon, M. Renouf, B. Tassone, R. Wedel, and T. Yuzyk. 1999. Establishment of the Reference Hydrometric Basin Network (RHBN) for Canada. Ottawa: Environment Canada.
  • Burnham, K. P., and D. R. Anderson. 2002. Model selection and multimodel inference: A practical information-theoretic approach. 2nd ed. New York, NY: Springer.
  • Casassa, G., P. López, B. Pouyaud, and F. Escobar. 2009. Detection of changes in glacial run-off in alpine basins: examples from North America, the Alps, central Asia, and the Andes. Hydrological Processes 23: 31–41.
  • Chen, D., and C. Hellström. 1999. The influence of the North Atlantic Oscillation on the regional temperature variability in Sweden: spatial and temporal variations. Tellus 51A: 505–516.
  • Dahlke, H. E., S. W. Lyon, J. R. Stedinger, G. Rosqvist, and P. Jansson. 2012. Contrasting trends in hydrologic extremes for two sub-arctic catchments in northern Sweden: does glacier melt matter? Hydrology and Earth System Science 16: 2123–2141.
  • Dahmen, E. R., and M. J. Hall. 1990. Screening of Hydrological Data, ILRI Publication No. 49. Wageningen: International Institute for Land Reclamation and Improvement.
  • Déry, S. J., K. Stahl, R. D. Moore, P. H. Whitfield, B. Menounos, and J. E. Burford. 2009. Detection of runoff timing changes in pluvial, nival, and glacial rivers of western Canada. Water Resources Research 45, doi:10.1029/2008WR006975.
  • Dorava, J. M., and A. M. Milner. 2000. Role of lake regulation on glacier-fed rivers in enhancing salmon productivity: the Cook Inlet watershed, south central Alaska, USA. Hydrological Processes 14: 3149–3159.
  • Dyrrdal A. V., and D. Vikhamar-Schuler. 2009. Analysis of long-term snow series at selected stations in Norway, Report No. 05/2009. Oslo: Norwegian Meteorological Institute.
  • Fleming, S. W. 2005. Comparative analysis of glacial and nival streamflow regimes with implications for lotic habitat quantity and fish species richness. River Research and Applications 21: 363–379.
  • Fleming, S. W., and G. K. C. Clarke. 2003. Glacial control of water resource and related environmental responses to climatic warming: empirical analysis using historical streamflow data from northwestern Canada. Canadian Water Resources Journal 28: 69–86.
  • Fleming, S. W., and G. K. C. Clarke. 2005. Attenuation of high-frequency interannual streamflow variability by watershed glacial cover. ASCE Journal of Hydraulic Engineering 131: 615–618.
  • Fleming, S. W., R. D. Moore, and G. K. C. Clarke. 2006. Glacier-mediated streamflow teleconnections to the Arctic Oscillation. International Journal of Climatology 26: 619–636.
  • Fleming, S. W., and D. J. Sauchyn. 2013. Availability, volatility, stability, and teleconnectivity changes in prairie water supply from Canadian Rocky Mountain sources over the last millennium. Water Resources Research 49: 64–74, doi:10.1029/2012WR012831.
  • Fleming, S. W., and F. A. Weber. 2012. Detection of long-term change in hydroelectric reservoir inflows: bridging theory and practice. Journal of Hydrology 470/471: 36–54, doi:10.1016/j.jhydrol.2012.08.008.
  • Fleming, S. W., and P. H. Whitfield. 2010. Spatiotemporal mapping of ENSO and PDO surface meteorological signals in British Columbia, Yukon, and southeast Alaska. Atmosphere-Ocean 48: 122–131.
  • Fleming, S. W., P. H. Whitfield, R. D. Moore, and E. J. Quilty. 2007. Regime-dependent streamflow sensitivities to Pacific climate modes across the Georgia-Puget transboundary ecoregion. Hydrological Processes 21: 3264–3287.
  • Førland, E. J., R. E. Benestad, F. Flatøy, I. Hanssen-Bauer, J. E. Haugen, K. Isaksen, A. Sorteberg, and B. Ådlandsvik. 2009. Climate Development in North Norway and the Svalbard region during 1900–2100, Report series No. 128. Tromsø: Norwegian Polar Institute.
  • Førland, E., L. A. Roald, O. E. Tveito, and I. Hanssen-Bauer. 2000. Past and future variations in climate and runoff in Norway, Report No. 19/00 KLIMA. Oslo: Norwegian Meteorological Institute.
  • Fountain, A. G., and W. V. Tangborn. 1985. The effect of glaciers on streamflow variations. Water Resources Research 21: 579–586.
  • Gan, T. Y., A. K. Gobena, and Q. Wang. 2007. Precipitation of southwestern Canada: wavelet, scaling, multifractal analysis, and teleconnection to climate anomalies. Journal of Geophysical Research 112, doi:10.1029/2006JD007157.
  • Gobena, A. K., and T. Y. Gan. 2006. Low-frequency variability in southwestern Canadian stream flow: links with large-scale climate anomalies. International Journal of Climatology 26: 1843–1869.
  • Gobena, A. K., F. A. Weber, and S. W. Fleming. 2013. The role of large-scale climate modes in regional streamflow variability and implications for water supply forecasting: a case study of the Canadian Columbia River Basin. Atmosphere-Ocean 51: 380–391.
  • Harvey, K. D., P. J. Pilon, T. R. Yuzyk. 1999. Canada’s Reference Hydrometric Basin Network (RHBN). In Proceedings of the Canadian Water Resources Association Annual Conference. Halifax, NS: Canadian Water Resources Association.
  • Henshaw, F. F. 1933. Notes on variation of runoff on the Pacific slope. Transactions of the American Geophysical Union 14: 431–435.
  • Hobbs, N. T., and R. Hilborn. 2006. Alternatives to statistical hypothesis testing in ecology: a guide to self teaching. Ecological Applications 16: 5–19.
  • Hodgkins, G. A. 2009. Streamflow changes in Alaska between the cool phase (1947–1976) and the warm phase (1977–2006) of the Pacific Decadal Oscillation: the influence of glaciers. Water Resources Research 45, doi:10.1029/2008WR007575.
  • Hoerling, M. P., A. Kumar, and M. Zhong. 1997. El Niño, La Niña, and the nonlinearity of their teleconnections. Journal of Climate 10: 1769–1786.
  • Hood, E., and L. Berner. 2009. Effects of changing glacial coverage on the physical and biogeochemical properties of coastal streams in southeastern Alaska. Journal of Geophysical Research 114, doi:10.1029/2009JG000971.
  • Hsieh, W. W. 2009. Machine learning methods in the environmental sciences. Cambridge, UK: Cambridge University Press.
  • Hsieh, W. W., A. Wu, and A. Shabbar. 2006. Nonlinear atmospheric teleconnections. Geophysical Research Letters 33, doi:10.1029/2005GL025471.
  • Jacobsen, D., A. M. Milner, L. E. Brown, and O. Dangles. 2012. Biodiversity under threat in glacier-fed river systems. Nature Climate Change 2: 361–364.
  • Kingston, D. G., D. M. Hannah, D. M. Lawler, and G. R. McGregor. 2009. Climate-river flow relationships across montane and lowland environments in northern Europe. Hydrological Processes 23: 985–996.
  • Kingston, D. G., D. M. Lawler, and G. R. McGregor. 2006. Linkages between atmospheric circulation, climate and streamflow in the northern North Atlantic: research prospects. Progress in Physical Geography 30: 143–174.
  • Koehler, R. 2013. Examining riverine environment data using a temporal information system approach. American Water Resources Association Specialty Conference on Environmental Flows, 24–25 June 2013, Hartford, CT.
  • Korhonen, J., and E. Kuusisto. 2010. Long-term changes in the discharge regime in Finland. Hydrology Research 41: 253–268.
  • Kousky, V. E., and R. W. Higgins. 2007. An alert classification system for monitoring and assessing the ENSO cycle. Weather and Forecasting 22: 353–371.
  • Lafrenière, M., and M. Sharp. 2003. Wavelet analysis of inter-annual variability in the runoff regimes of glacial and nival stream catchments, Bow Lake, Alberta. Hydrological Processes 17: 1093–1118.
  • Lehmann, A., K. Getzlaff, and J. Harlaß. 2011. Detailed assessment of climate variability in the Baltic Sea area for the period 1958 to 2009. Climate Research 46: 185–196.
  • Li, Z., W. Wang, M. Zhang, F. Wang, and H. Li. 2010. Observed changes in streamflow at the headwaters of the Urumqi River, eastern Tianshan, central Asia. Hydrological Processes 24: 217–224.
  • Mark, B. G., J. M. McKenzie, and J. Gómez. 2005. Hydrochemical evaluation of changing glacier meltwater contribution to stream discharge: Callejon de Huaylas, Peru. Hydrological Sciences Journal 50: 975–987.
  • Marshall, S. J., E. C. White, M. N. Demuth, T. Bolch, R. Wheate, B. Menounos, M. J. Beedle, and J. M. Shea. 2011. Glacier water resources on the eastern slopes of the Canadian Rocky Mountains. Canadian Water Resources Journal 36: 109–134.
  • Meier, M. F. 1969. Glaciers and water supply. Journal of the American Water Works Association 61: 8–12.
  • Mekis, É., and L. A. Vincent. 2011. An overview of the second generation adjusted daily precipitation dataset for trend analysis in Canada. Atmosphere-Ocean 49: 163–177.
  • Micovic, Z., and M. C. Quick. 2009. Investigation of the model complexity required in runoff simulation at different time scales. Hydrological Sciences Journal 54: 872–885.
  • Milner, A. M., L. E. Brown, and D. M. Hannah. 2009. Hydroecological response of river systems to shrinking glaciers. Hydrological Processes 23: 62–77.
  • Mitchell, J. M. Jr., B. Dzerdzeevskii, H. Flohn, W. L. Hofmeyr, H. H. Lamb, K. N. Rao, and C. C. Wallén. 1966. Climatic change, technical note 79. Geneva: World Meteorological Organization.
  • Moore, R. D. 1992. The influence of glacial cover on the variability of annual runoff, Coast Mountains, British Columbia, Canada. Canadian Water Resources Journal 17: 101–109.
  • Moore, R. D., S. W. Fleming, B. Menounos, R. Wheate, A. Fountain, K. Stahl, K. Holm, and M. Jakob. 2009. Glacier change in western North America: influences on hydrology, geomorphic hazards and water quality. Hydrological Processes 23: 42–61.
  • Murtaugh, P. A., and M. G. Schlax. 2009. Reproduction and the carbon legacies of individuals. Global Environmental Change 19: 14–20.
  • Neal, E. G., E. Hood, and K. Smikrud. 2010. Contribution of glacier runoff to freshwater discharge into the Gulf of Alaska. Geophysical Research Letters 37, doi:10.1029/2010GL042385.
  • Neal, E. G., M. T. Walter, and C. Coffeen. 2002. Linking the Pacific decadal oscillation to seasonal discharge patterns in southeast Alaska. Journal of Hydrology 263: 188–197.
  • Nesje, A., O. Lie, and S. O. Dahl. 2000. Is the North Atlantic Oscillation reflected in Scandinavian mass balance records? Journal of Quaternary Science 15: 587–601.
  • Newman, M. 2007. Interannual to decadal predictability of tropical and north Pacific sea surface temperatures. Journal of Climate 20: 2333–2356.
  • Pellicciotti, F., A. Bauder, and M. Parola. 2010. Effect of glaciers on streamflow trends in the Swiss Alps. Water Resources Research 46, doi:10.1029/2009WR009039.
  • Penland, C. 1996. A stochastic model of IndoPacific sea surface temperature anomalies. Physica D 98: 534–558.
  • Pozo-Vázquez, D., S. R. Gámiz-Fortis, J. Tovar-Pescador, M. J. Esteban-Parra, and Y. Castro-Díez. 2005. El Niño-Southern Oscillation events and associated European winter precipitation anomalies. International Journal of Climatology 25: 17–31.
  • Qiu, J. 2010. Measuring the meltdown. Nature 468: 141–142.
  • Redmond, K. T., and R. W. Koch. 1991. Surface climate and streamflow variability in the western United States and their relationship to large-scale circulation indices. Water Resources Research 27: 2381–2399.
  • Rodenhuis, D. R., K. E. Bennett, A. T. Werner, T. Q. Murdock, and D. Bronaugh. 2007. Hydro-climatology and future climate impacts in British Columbia. Victoria: Pacific Climate Impacts Consortium.
  • Shabbar, A., B. Bonsal, and M. Khandekar. 1997. Canadian precipitation patterns associated with the Southern Oscillation. Journal of Climate 10: 3016–3027.
  • Shabbar, A., and M. Khandekar. 1996. The impact of El Niño-Southern Oscillation on the temperature field over Canada. Atmosphere-Ocean 34: 401–416.
  • Stahl, K., H. Hisdal, J. Hannaford, L. M. Tallaksen, H. A. J. van Lanen, E. Sauquet, S. Demuth, M. Fendekova, and J. Jódar. 2010. Streamflow trends in Europe: evidence from a dataset of near-natural catchments. Hydrology and Earth System Sciences 14: 2367–2382.
  • Stahl, K., and R. D. Moore. 2006. Influence of watershed glacial coverage on summer streamflow in British Columbia. Canada. Water Resources Research 42, doi:10.1029/2006WR005022.
  • Thomson, R. E., R. J. Beamish, T. D. Beacham, M. Trudel, P. H. Whitfield, and R. A. S. Hourston. 2012. Anomalous ocean conditions may explain the recent extreme variability in Fraser River sockeye salmon production. Marine and Coastal Fisheries: Dynamics, Management, and Ecosystem Science 4: 415–437.
  • Vincent, L. A., X. L. Wang, E. J. Milewska, H. Wan, F. Yang, and V. Swail. 2012. A second generation of homogenized Canadian monthly surface air temperature for climate trend analysis. Journal of Geophysical Research 117(D18): doi: 10.1029/2012JD017859.
  • Vörösmarty, C. J., P. Green, J. Salisbury, and R. B. Lammers. 2000. Global water resources: vulnerability from climate change and population growth. Science 289: 284–288.
  • Wallace, J. M., and D. W. J. Thompson. 2002. Annular modes and climate prediction. Physics Today 55: 28–33.
  • Ward, J. V. 1994. Ecology of alpine streams. Freshwater Biology 32: 277–294.
  • Whitfield, P. H. 2001. Linked hydrologic and climate variations in British Columbia and Yukon. Environmental Monitoring and Assessment 67: 217–238.
  • Whitfield, P. H., and C. Spence. 2011. Estimates of Canadian Pacific Coast runoff from observed streamflow data. Journal of Hydrology 410: 141–149.
  • Wilson, D., H. Hisdal, and D. Lawrence. 2010. Has streamflow changed in the Nordic countries? Recent trends and comparisons to hydrologic projections. Journal of Hydrology 394: 334–346.
  • Woo, M.-K., and R. Thorne. 2003. Comment on “Detection of hydrologic trends and variability” by D. H. Burn and M. A. Hag Elnur, 2002. Journal of Hydrology 255, 107–122. Journal of Hydrology 277: 150–160.
  • Wrzesiński, D., and R. Paluszkiewicz. 2011. Spatial differences in the impact of the North Atlantic Oscillation on the flow of rivers in Europe. Hydrology Research 42: 3039.
  • Wu, A., W. W. Hsieh, and A. Shabbar. 2005. The nonlinear patterns of North American winter temperature and precipitation associated with ENSO. Journal of Climate 18: 1736–1752.
  • Yue, S., P. Pilon, and G. Cavadias. 2002. Power of the Mann-Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series. Journal of Hydrology 259: 254–271.
  • Zhang, X., K. D. Harvey, W. D. Hogg, and T. R. Yuzyk. 2001. Trends in Canadian streamflow. Water Resources Research 37: 987–998.
  • Zhang, X., L. A. Vincent, W. D. Hogg, and A. Niitsoo. 2000. Temperature and precipitation trends in Canada during the 20th century. Atmosphere-Ocean 38: 395–429.

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