Influence of canopy density on snow distribution in a temperate mountain range

We analyse spatial variability and different evolution patterns of snowpack in a mixed beech–fir stand in the central Pyrenees. Snow depth and density were surveyed weekly along six transects of contrasting forest cover during a complete accumulation and melting season; we also surveyed a sector unaffected by canopy cover. Forest density was measured using the sky view factor (SVF) obtained from digital hemispherical photographs. During periods of snow accumulation and melting, noticeable differences in snow depth and density were found between the open site and those areas covered by forest canopy. Principal component analysis provided valuable information in explaining these observations. The results indicate a high variability in snow accumulation within forest areas related to differences in canopy density. Maximum snow water equivalent (SWE) was reduced by more than 50% beneath dense canopies compared with clearings, and this difference increased during the melting period. We also found significant temporal variations: when melting began in sectors with low SVF, most of the snow had already thawed in areas with high SVF. However, specific conditions occasionally produced a different response of SWE to forest cover, with lower melting rates observed beneath dense canopies. The high values of correlation coefficients for SWE and SVF (r > 0·9) indicate the reliability of predicting the spatial distribution of SWE in forests when only a moderate number of observations are available. Digital hemispherical photographs provide an appropriate tool for this type of analysis, especially for zenith angles in the range 35–55 . Copyright © 2007 John Wiley & Sons, Ltd.

[1]  M. Noguer,et al.  Climate change 2001: The scientific basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change , 2002 .

[2]  Michael B. Richman,et al.  Climate regionalization and rotation of principal components , 2007 .

[3]  G. Frazer Gap Light Analyzer (GLA) , 1999 .

[4]  Sylvain G. Leblanc,et al.  Methodology comparison for canopy structure parameters extraction from digital hemispherical photography in boreal forests , 2005 .

[5]  M. Beniston Climatic Change in Mountain Regions: A Review of Possible Impacts , 2003 .

[6]  John W. Pomeroy,et al.  Coupled Modelling of Forest Snow Interception and Sublimation , 1998 .

[7]  Juan I. López-Moreno,et al.  A generalized additive model for the spatial distribution of snowpack in the Spanish Pyrenees , 2005 .

[8]  S. Halldin,et al.  Snow interception evaporation. Review of measurementtechniques, processes, and models , 2001 .

[9]  A. Plamondon,et al.  Relating snow dynamics and balsam fir stand characteristics, Montmorency Forest, Quebec , 2006 .

[10]  Juan I. López-Moreno,et al.  Interpolating local snow depth data: an evaluation of methods , 2006 .

[11]  Kelly Elder,et al.  Estimating the spatial distribution of snow water equivalence in a montane watershed , 1998 .

[12]  Daqing Yang,et al.  Representativeness of local snow data for large scale hydrologic investigations , 1999 .

[13]  Rolph E. Anderson,et al.  Multivariate Data Analysis: Text and Readings , 1979 .

[14]  J. I. López-Moreno,et al.  Influence of snow accumulation and snowmelt on streamflow in the central Spanish Pyrenees / Influence de l’accumulation et de la fonte de la neige sur les écoulements dans les Pyrénées centrales espagnoles , 2004 .

[15]  John W. Pomeroy,et al.  Prediction of seasonal snow accumulation in cold climate forests , 2002 .

[16]  John W. Pomeroy,et al.  Snowcover Accumulation, Relocation, and Management , 1995 .

[17]  J. López‐Moreno Recent Variations of Snowpack Depth in the Central Spanish Pyrenees , 2005 .

[18]  M. Richman,et al.  Rotation of principal components , 1986 .

[19]  B. Alvera,et al.  Evaluation of spatial variability in snow water equivalent for a high mountain catchment , 2004 .

[20]  J. Hardy,et al.  An efficient snow albedo model for the open and sub‐canopy , 2002 .

[21]  D. Clark,et al.  Evaluation of digital and film hemispherical photography and spherical densiometry for measuring forest light environments. , 2000 .

[22]  John S. Kimball,et al.  The sensitivity of snowmelt processes to climate conditions and forest cover during rain‐on‐snow: a case study of the 1996 Pacific Northwest flood , 1998 .

[23]  R. Granger,et al.  Sustainability of the western Canadian boreal forest under changing hydrological conditions. I. Snow accumulation and ablation , 1997 .

[24]  Roger C. Bales,et al.  Recent progress in snow hydrology , 1995 .

[25]  M. Martí,et al.  Evolución glaciar y postglaciar del clima y la vegetación en la vertiente sur del pirineo : estudio palinológico , 1992 .

[26]  J. P. Hardya,et al.  Solar radiation transmission through conifer canopies , 2004 .

[27]  M. Breiling,et al.  The impact of global warming on winter tourism and skiing: a regionalised model for Austrian snow conditions , 1999 .

[28]  R. Essery,et al.  Effect of covariance between ablation and snow water equivalent on depletion of snow-covered area in a forest , 2000 .

[29]  R. Hellström Forest cover algorithms for estimating meteorological forcing in a numerical snow model , 2000 .

[30]  John W. Pomeroy,et al.  Measurements and modelling of snow interception in the boreal forest , 1998 .

[31]  P. Bernier,et al.  The influence of opening size on snow evaporation in the forests of the Alberta Foothills , 1993 .

[32]  J. Buttle,et al.  Impacts of clearcut harvesting on snow accumulation and melt in a northern hardwood forest , 2002 .

[33]  Pilar Llorens,et al.  A simplified method for forest water storage capacity measurement , 2000 .

[34]  S. Halldin,et al.  Snow accumulation in forests from ground and remote‐sensing data , 2004 .

[35]  H. Laudon,et al.  Modelling variability of snow depths and soil temperatures in Scots pine stands , 2005 .

[36]  R. Essery Boreal forests and snow in climate models , 1998 .

[37]  Teemu Kokkonen,et al.  Snow processes in a forest clearing and in a coniferous forest , 2002 .

[38]  Zong-Liang Yang,et al.  Effects of vegetation canopy processes on snow surface energy and mass balances , 2004 .

[39]  Kelly Elder,et al.  Comparison of spatial interpolation methods for estimating snow distribution in the Colorado Rocky Mountains , 2002 .