Canopy structure and topography effects on snow distribution at a catchment scale: Application of multivariate approaches

Blahušiaková, A., Matoušková, M., 2015. Rainfall and runoff regime trends in mountain catchments (Case study area: the upper Hron River basin, Slovakia). J. Hydrol. Hydromech., 63, 183-192. 10.1515/johh-2015-0030Search in Google Scholar

Boon, S., 2012. Snow accumulation following forest disturbance. Ecohydrology, 5, 279-285.10.1002/eco.212Open DOISearch in Google Scholar

Burles, K., Boon, S., 2011. Snowmelt energy balance in a burned forest plot, Crowsnest Pass, Alberta, Canada. Hydrol. Process., 25, 3012-3029.10.1002/hyp.8067Search in Google Scholar

De Michele, C., Avanzi, F., Passoni, D., Barzaghi, R., Pinto, L., Dosso, P., Ghezzi, A., Gianatti, R., Della Vedova, G., 2016. Using a fixed-wing UAS to map snow depth distribution: an evaluation at peak accumulation. Cryosph., 10, 511-522.10.5194/tc-10-511-2016Search in Google Scholar

Duchacek, L., 2014. Vertical variability in the position of the zero isochion in geomorphologic regions of Czechia. Geografie, 119, 145-160.10.37040/geografie2014119020145Search in Google Scholar

Essery, R., Rutter, N., Pomeroy, J., Baxter, R., Stähli, M., Gustafsson, D., Barr, A., Bartlett, P., Elder, K., 2009. SNOWMIP2: An Evaluation of Forest Snow Process Simulations. Bull. Am. Meteorol. Soc., 90, 1120-1135.10.1175/2009BAMS2629.1Open DOISearch in Google Scholar

Essery, R., Morin, S., Lejeune, Y., B Ménard, C., 2013. A comparison of 1701 snow models using observations from an alpine site. Adv. Water Resour., 55, 131-148.10.1016/j.advwatres.2012.07.013Search in Google Scholar

Fischer, B.M.C., Rinderer, M., Schneider, P., Ewen, T., Seibert, J., 2015. Contributing sources to baseflow in pre-alpine headwaters using spatial snapshot sampling. Hydrol. Process., 29, 5321-5336.10.1002/hyp.10529Search in Google Scholar

Frazer, G.W., Canham, C.D., Lertzman, K.P., 1999. Gap Light Analyzer (GLA), Version 2.0: Imaging software to extract canopy structure and gap light transmission indices from true-colour fisheye photographs, users manual and program documentation. Simon Fraser University, Burnaby.Search in Google Scholar

Garvelmann, J., Pohl, S., Weiler, M., 2013. From observation to the quantification of snow processes with a time-lapse camera network. Hydrol. Earth Syst. Sci., 17, 1415-1429.10.5194/hess-17-1415-2013Open DOISearch in Google Scholar

Grünewald, T., Stötter, J., Pomeroy, J.W., Dadic, R., Moreno Baños, I., Marturià, J., Spross, M., Hopkinson, C., Burlando, P., Lehning, M., 2013. Statistical modelling of the snow depth distribution in open alpine terrain. Hydrol. Earth Syst. Sci., 17, 3005-3021.10.5194/hess-17-3005-2013Open DOISearch in Google Scholar

He, Z.H., Parajka, J., Tian, F.Q., Blöschl, G., 2014. Estimating degree-day factors from MODIS for snowmelt runoff modeling. Hydrol. Earth Syst. Sci., 18, 4773-4789.10.5194/hess-18-4773-2014Open DOISearch in Google Scholar

Hock, R., 2003. Temperature index melt modelling in mountain areas. J. Hydrol., 282, 104-115.10.1016/S0022-1694(03)00257-9Search in Google Scholar

Holko, L., Škvarenina, J., Kostka, Z., Frič, M., Staroň, J., 2009. Impact of spruce forest on rainfall interception and seasonal snow cover evolution in the Western Tatra Mountains, Slovakia. Biologia, 64, 594-599.10.2478/s11756-009-0087-6Search in Google Scholar

Jenicek, M., Beitlerova, H., Hasa, M., Kucerova, D., Pevna, H., Podzimek, S., 2012. Modeling snow accumulation and snowmelt runoff - present approaches and results. Acta Universitatis Carolinae Geographica, 47, 15-24.10.14712/23361980.2015.13Search in Google Scholar

Jenicek, M., Pevna, H., Matejka, O., 2015. Snow accumulation and ablation in three forested mountain catchments. Acta Hydrol. Slovaca, 16, 208-216.Search in Google Scholar

Jenicek, M., Hotovy, O., Matejka, O., 2017. Snow accumulation and ablation in different canopy structures at a plot scale: using degree-day approach and measured shortwave radiation. Acta Universitatis Carolinae Geographica, 52, 1, 51-62.10.14712/23361980.2017.5Search in Google Scholar

Jost, G., Weiler, M., Gluns, D.R., Alila, Y., 2007. The influence of forest and topography on snow accumulation and melt at the watershed-scale. J. Hydrol., 347, 101-115.10.1016/j.jhydrol.2007.09.006Search in Google Scholar

Jost, G., Dan Moore, R., Smith, R., Gluns, D.R., 2012. Distributed temperature-index snowmelt modelling for forested catchments. J. Hydrol., 420, 87-101.10.1016/j.jhydrol.2011.11.045Search in Google Scholar

Kliment, Z., Matouskova, M., Ledvinka, O., Kralovec, V., 2011. Trend analysis of rainfall-runoff regimes in selected headwater areas of the Czech Republic. J. Hydrol. Hydromech., 59, 36-50.10.2478/v10098-011-0003-ySearch in Google Scholar

Krajčí, P., Holko, L., Parajka, J., 2016. Variability of snow line elevation, snow cover area and depletion in the main Slovak basins in winters 2001-2014. J. Hydrol. Hydromech., 64, 12-22.10.1515/johh-2016-0011Search in Google Scholar

Kucerova, D., Jenicek, M., 2014. Comparison of selected methods used for the calculation of the snowpack spatial distribution, Bystřice River basin, Czechia. Geografie, 119, 199-217.10.37040/geografie2014119030199Search in Google Scholar

Kutlakova, L., Jenicek, M., 2012. Modelling snow accumulation and snowmelt in the Bystrice River basin. Geografie, 117, 110-125.10.37040/geografie2012117010110Search in Google Scholar

Langhammer, J., Hartvich, F., Kliment, Z., Jeníček, M., Bernsteinová, J., Vlček, L., Su, Y., Štych, P., Miřijovský, J., 2015a. The impact of disturbance on the dynamics of fluvial processes in mountain landscapes. Silva Gabreta, 21, 105-116.Search in Google Scholar

Langhammer, J., Su, Y., Bernsteinová, J., 2015b. Runoff response to climate warming and forest disturbance in a midmountain basin. Water, 7, 3320-3342.10.3390/w7073320Search in Google Scholar

Lendzioch, T., Langhammer, J., Jenicek, M., 2016. Tracking forest and open area effects on snow accumulation by unmanned aerial vehicle photogrammetry. ISPRS - Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. XLI-B1, 917-923. DOI: 10.5194/isprs-archives-XLI-B1-917-2016. 10.5194/isprs--XLI-B1-917-2016Open DOISearch in Google Scholar

López-Moreno, J.I., Latron, J., 2008. Influence of canopy density on snow distribution in a temperate mountain range. Hydrol. Process., 22, 117-126.10.1002/hyp.6572Search in Google Scholar

López-Moreno, J.I., Revuelto, J., Fassnacht, S.R., Azorín- Molina, C., Vicente-Serrano, S.M., Morán-Tejeda, E., Sexstone, G.A., 2015. Snowpack variability across various spatio-temporal resolutions. Hydrol. Process., 29, 1213-1224.10.1002/hyp.10245Search in Google Scholar

Lundquist, J.D., Dickerson-Lange, S.E., Lutz, J.A., Cristea, N.C., 2013. Lower forest density enhances snow retention in regions with warmer winters: A global framework developed from plot-scale observations and modeling. Water Resour. Res., 49, 6356-6370.10.1002/wrcr.20504Search in Google Scholar

Matejka, O., Jenicek, M., 2015. An energy-based model accounting for snow accumulation and snowmelt in a coniferous forest and in an open area. In: Voda a Krajina 2015, 1-14.Search in Google Scholar

Molotch, N.P., Meromy, L., 2014. Physiographic and climatic controls on snow cover persistence in the Sierra Nevada Mountains. Hydrol. Process., 28, 4573-4586.10.1002/hyp.10254Search in Google Scholar

Musselman, K.N., Pomeroy, J.W., Link, T.E., 2015. Variability in shortwave irradiance caused by forest gaps: Measurements, modelling, and implications for snow energetics. Agric. For. Meteorol., 207, 69-82.10.1016/j.agrformet.2015.03.014Search in Google Scholar

Parajka, J., Holko, L., Kostka, Z., Blöschl, G., 2012. MODIS snow cover mapping accuracy in a small mountain catchment - comparison between open and forest sites. Hydrol. Earth Syst. Sci., 16, 2365-2377.10.5194/hess-16-2365-2012Open DOISearch in Google Scholar

Pohl, S., Marsh, P., Liston, G.E., 2006. Spatial-temporal variability in turbulent fluxes during spring snowmelt. Arct. Antarct. Alp. Res., 38, 136-146.10.1657/1523-0430(2006)038[0136:SVITFD]2.0.CO;2Open DOISearch in Google Scholar

Pomeroy, J., Fang, X., Ellis, C., 2012. Sensitivity of snowmelt hydrology in Marmot Creek, Alberta, to forest cover disturbance. Hydrol. Process., 26, 1891-1904. 10.1002/hyp.9248Search in Google Scholar

Pugh, E.T., Small, E.E., 2013. The impact of beetle-induced conifer death on stand-scale canopy snow interception. Hydrol. Res., 44, 644-657.10.2166/nh.2013.097Search in Google Scholar

R Core Team, 2016. A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL https://www.r-project.org/ (accessed 8.1.16).Search in Google Scholar

Revuelto, J., López-Moreno, J.-I., Azorin-Molina, C., Alonso-González, E., Sanmiguel-Vallelado, A., 2016. Small-scale effect of pine stand pruning on snowpack distribution in the Pyrenees observed with a terrestrial laser scanner. Forests, 7, 166.10.3390/f7080166Search in Google Scholar

Seibert, J., Jenicek, M., Huss, M., Ewen, T., 2014. Snow and ice in the hydrosphere. In: Haeberli, W., Whiteman, C. (Eds.): Snow and Ice-Related Hazards, Risks, and Disasters. Elsevier, Amsterdam, pp. 99-137.10.1016/B978-0-12-394849-6.00004-4Search in Google Scholar

Schelker, J., Kuglerová, L., Eklöf, K., Bishop, K., Laudon, H., 2013. Hydrological effects of clear-cutting in a boreal forest - Snowpack dynamics, snowmelt and streamflow responses. J. Hydrol., 484, 105-114.10.1016/j.jhydrol.2013.01.015Search in Google Scholar

Schnorbus, M., Alila, Y., 2013. Peak flow regime changesfollowing forest harvesting in a snow-dominated basin: Effects of harvest area, elevation, and channel connectivity. Water Resour. Res., 49, 517-535.10.1029/2012WR011901Search in Google Scholar

Stähli, M., Gustafsson, D., 2006. Long-term investigations of the snow cover in a subalpine semi-forested catchment. Hydrol. Process., 20, 411-428.10.1002/hyp.6058Search in Google Scholar

Stähli, M., Jonas, T., Gustafsson, D., 2009. The role of snow interception in winter-time radiation processes of a coniferous sub-alpine forest. Hydrol. Process., 23, 2498-2512.10.1002/hyp.7180Search in Google Scholar

Strasser, U., Warscher, M., Liston, G.E., 2011. Modeling snow-canopy processes on an idealized mountain. J. Hydrometeorol., 12, 663-677.10.1175/2011JHM1344.1Open DOISearch in Google Scholar

Šípek, V., Tesař, M., 2014. Seasonal snow accumulation in the mid-latitude forested catchment. Biologia, 69, 1562-1569.10.2478/s11756-014-0468-3Search in Google Scholar

Vlcek, L., Kocum, J., Jansky, B., Sefrna, L., Kucerova, A., 2012. Retention potential and hydrological balance of a peat bog: case study of Rokytka Moors, Otava River headwaters, sw. Czechia. Geografie, 117, 395-414.10.37040/geografie2012117040395Search in Google Scholar

Winkler, R., Spittlehouse, D., Boon, S., Zimonick, B., 2015. Forest disturbance effects on snow and water yield in interior British Columbia. Hydrol. Res., 46, 521-532.10.2166/nh.2014.016Search in Google Scholar