The impact of meteorological conditions on snow and ice thickness in an Arctic lake

References

• Auer A. H . The rain versus snow threshold temperatures. Weatherwise. 1974; 27: 67.
   Google Scholar
• Bring A., Fedorova I., Dibike Y., Hinzman L., Mård J., co-authors. Arctic terrestrial hydrology: a synthesis of processes, regional effects, and research challenges. J. Geophys. Res. Biogeosci. 2016; 121: 621–649. DOI: http://dx.doi.org/10.1002/2015JG003131.
   Google Scholar
• Cheng B. , Vihma T. , Launiainen J . Modelling of the superimposed ice formation and sub-surface melting in the Baltic Sea. Geophysica. 2003; 39: 31–50.
   Google Scholar
• Cheng B. , Vihma T. , Pirazzini R. , Granskog M . Modeling of superimposed ice formation during spring snowmelt period in the Baltic Sea. Ann. Glaciol. 2006; 44: 139–146.
   Google Scholar
• Cheng B., Zhang Z., Vihma T., Johansson M., Bian L., co-authors. Model experiments on snow and ice thermodynamics in the Arctic Ocean with CHINAREN 2003 data. Geophys. Res. 2008; 113 C09020. DOI: http://dx.doi.org/10.1029/2007JC004654.
   Google Scholar
• Cheng B., Vihma T., Rontu L., Kontu A., Kheyrollah P. H., co-authors. Evolution of snow and ice temperature, thickness and energy balance 1 in Lake Orajärvi, northern Finland. Tellus A. 2014; 66 21564. DOI: http://dx.doi.org/10.3402/tellusa.v66.21564.
   Google Scholar
• Dee D. P., Uppala S. M., Simmons A. J., Berrisford P., Poli P., co-authors. The ERA-Interim reanalysis: configuration and performance of the data assimilation system. Q. J. Roy. Meteorol. Soc. 2011; 137: 553–597. DOI: http://dx.doi.org/10.1002/qj.828.
   Google Scholar
• Efremova T., Palshin N., Zdorovennov R. Long-term characteristics of ice phenology in Karelian lakes. Estonian. J. Earth Sci. 2013; 62: 33–41. DOI: http://dx.doi.org/10.3176/earth.2013.04.
   Google Scholar
• George D. G. , Järvinen M. , Arvola L . The influence of the North Atlantic Oscillation on the winter characteristic of Windermere (UK) and Pääjärvi (Finland). Boreal. Env. Res. 2004; 9: 389–399.
   Web of Science ®Google Scholar
• Heino R. , Tuomenvirta H. , Vuglinsky V. S. , Gustafsson B. G. , Alexandersson H. , co-authors . Past and current climate change. Assessment of Climate Change for the Baltic Sea Basin. 2008; 35–131. Springer Verlag, Berlin ed. BACC Author Team.
   Google Scholar
• Jensen O. P. , Benson B. J. , Magnuson J. J. , Virginia M. C. , Martyn N. F. , co-authors . Spatial analysis of ice phenology trends across the Laurentian Great Lakes region during a recent warming period. Limnol. Oceanogr. 2007; 52(5): 2013–2026.
   Web of Science ®Google Scholar
• Johannessen O. M., Kuzmina S. I., Bobylev L. P., Miles M. M. Surface air temperature variability and trends in the Arctic: new amplification assessment and regionalization. Tellus A. 2016; 68 28234. DOI: http://dx.doi.org/10.3402/tellusa.v68.28234.
   Google Scholar
• Kangas M., Rontu L., Fortelius C., Aurela M., Poikonen A. Weather model verification using Sodankylä mast measurements. Geosci. Instrum. Method. Data. Syst. 2016; 5: 75–84. DOI: http://dx.doi.org/10.5194/gi-5-75-2016.
   Google Scholar
• Kendall M. G . Rank Correlation Methods. 1948; London: Griffin.
   Google Scholar
• Kuusisto E. , Elo A. R . Lake and river ice variables as climate indicators in Northern Europe. Verh. Internat. Verein. Limnol. 2000; 27(5): 2761–2764.
   Google Scholar
• Launiainen J. , Cheng B . Modelling of ice thermodynamics in natural water bodies. Cold Reg. Sci. Technol. 1998; 27(3): 153–178.
   Web of Science ®Google Scholar
• Lei R., Li Z., Cheng B., Zhang Z., Heil P. Annual cycle of landfast sea ice in Prydz Bay, east Antarctica. J. Geophys. Res. 2010; 115 C02006. DOI: http://dx.doi.org/10.1029/2008JC005223.
   Google Scholar
• Lei R., Leppäranta M., Cheng B., Heil P., Li Z. Changes in ice-season characteristics of a European Arctic lake from 1964 to 2008. Clim. Change. 2012; 115 725. DOI: http://dx.doi.org/10.1007/s10584-012-0489-2.
   Google Scholar
• Mann H. B . Nonparametric tests against trend. Econometrica. 1945; 13(3): 245–259.
   Web of Science ®Google Scholar
• Palecki M. A. , Barry R. G . Freeze-up and break-up of lakes as an index of temperature changes during the transition seasons: a case study for Finland. J. Appl. Meteorol. Climatol. 1986; 25: 893902.
   Google Scholar
• Prowse T., Alfredsen K., Beltaos S., Bonsal B., Duguay C., co-authors. Past and future changes in Arctic lake and river ice. Ambio. 2011; 40: 53–62. DOI: http://dx.doi.org/10.1007/s13280-011-0216-7.
   Google Scholar
• Prowse T. D. , Brown K . Hydro-ecological effects of changing Arctic river and lake ice covers: a review. Hydrol. Res. 2010; 41: 454–461.
   Web of Science ®Google Scholar
• Saloranta T . Modelling the evolution of snow, snow ice and ice in the Baltic Sea. Tellus A. 2000; 52: 93–108.
   Google Scholar
• Semmler T., Cheng B., Yang Y., Rontu L. Snow and ice on Bear Lake (Alaska) – sensitivity experiments with two lake ice models. Tellus A. 2012; 64 17339. DOI: http://dx.doi.org/10.3402/tellusa.v64i0.17339.
   Google Scholar
• Surdu C. M., Duguay C. R., Brown L. C., Fernandez Prieto D. Response of ice cover on shallow lakes of the North Slope of Alaska to contemporary climate conditions (1950–2011): radar remote-sensing and numerical modelling data analysis. Cryosphere. 2014; 8 167180. DOI: http://dx.doi.org/10.5194/tc-8-167-2014.
   Google Scholar
• Tietäväinen H., Tuomenvirta H., Venäläinen A. Annual and seasonal mean temperatures in Finland during the last 160 years based on gridded temperature data. Int. J. Climatol. 2010; 30: 2247–2256. DOI: http://dx.doi.org/10.1002/joc.2046.
   Google Scholar
• Tikkanen M . Seppälä M . Climate. The Physical Geography of Fennoscandia. 2005; Oxford: Oxford University Press. 96–112.
   Google Scholar
• Trenberth K. E., Fasullo J. T. An apparent hiatus in global warming?. Earth's. Future. 2013; 1: 19–32. DOI: http://dx.doi.org/10.1002/2013EF000165.
   Google Scholar
• Tuomenvirta H. , Alexandersson H. , Drebs A. , Frich P. , Nordli P. O . Trends in Nordic and Arctic temperature extremes and ranges. J. Clim. 2000; 13: 977–990.
   Web of Science ®Google Scholar
• Vihma T. Effects of Arctic sea ice decline on weather and climate: a review. Surv. Geophys. 2014; 35: 1175. DOI: http://dx.doi.org/10.1007/s10712-014-9284-0.
   Google Scholar
• Vihma T., Cheng B., Uotila P., Wei L., Qin T. Linkages between Arctic sea ice cover, large-scale atmospheric circulation, and weather and ice conditions in the Gulf of Bothnia, Baltic Sea. Adv. Polar. Sci. 2014; 25: 289–299. DOI: http://dx.doi.org/10.13679/j.advps.2014.4.00289.
   Google Scholar
• Vihma T., Haapala J. Geophysics of sea ice in the Baltic Sea – a review. Progr. Oceanogr. 2009; 80: 129–148. DOI: http://dx.doi.org/10.1016/j.pocean.2009.02.002.
   Google Scholar
• Vihma T., Screen J., Tjernström M., Newton B., Zhang X., co-authors. The atmospheric role in the Arctic water cycle: a review on processes, past and future changes, and their impacts. J. Geophys. Res. Biogeosci. 2016; 121: 586–620. DOI: http://dx.doi.org/10.1002/2015JG003132.
   Google Scholar
• Vihma T., Uotila J., Cheng B., Launiainen J. Surface heat budget over the Weddell Sea: Buoy results and model comparisons. J. Geophys. Res. 2002; 107(C2): 3013. DOI: http://dx.doi.org/10.1029/2000JC000372.
   Google Scholar
• Wilcox R. R . Fundamentals of Modern Statistical Methods: Substantially Improving Power and Accuracy. 2001; Los Angeles, CA: Springer-Verlag.
   Google Scholar
• Yang Y. , Cheng B. , Kourzeneva E. , Semmler T. , Rontu L. , co-authors . Modelling experiments on air–snow–ice interactions over Kilpisjärvi, a lake in northern Finland. Boreal. Env. Res. 2013; 18: 341–358.
   Web of Science ®Google Scholar
• Yang Y., Leppäranta M., Cheng B., Li Z. Numerical modelling of snow and ice thickness in Lake Vanajavesi, Finland. Tellus A. 2012; 64 17202. DOI: http://dx.doi.org/10.3402/tellusa.v64i0.17202.
   Google Scholar
• Ye H. , Cohen J. , Rawlines M . Discrimination of solid from liquid precipitation over Northern Eurasia using surface atmospheric condition. J. Hydrometeorol. 2013; 14: 1345–1355.
   Web of Science ®Google Scholar
• Zhao P. , Zhang X. , Zhou X. , Ikeda M. , Yin Y . The sea ice extent anomaly in the North Pacific and its impact on the East Asian summer monsoon rainfall. J. Clim. 2004; 17: 3434–3447.
   Web of Science ®Google Scholar