Potential of time‐lapse photography of snow for hydrological purposes at the small catchment scale

Time-lapse photography provides an attractive source of information about snow cover characteristics, especially at the small catchment scale. The objective of this study was to design and test a monitoring system, which allows multi-resolution observations of snow cover characteristics. The main aim was to simultaneously investigate the spatio-temporal patterns of snow cover, snow depth and snowfall interception in the area very close to the camera, and the spatio-temporal patterns of snow cover in the far range. The multi-resolution design was tested at three sites in the eastern part of the Austrian Alps (Hochschwab-Rax region). Digital photographs were taken at hourly time steps between 6:00 and 18:00 in the period November, 2004 to December, 2006. The results showed that the time-lapse photography allows effective mapping of the snow depths at high temporal resolution in the region close to the digital camera at many snow stake locations. It is possible to process a large number of photos by using an automatic procedure for accurate snow depth readings. The digital photographs can also be used to infer the settling characteristics of the snow pack and snow interception during the day. Although it is not possible to directly estimate the snow interception mass, the photos may indeed give very useful information on the snow processes on and beneath the forest canopy. The main advantage of using time-lapse photography in the far range of the digital camera is to observe the spatio-temporal patterns of snow cover over different landscape configurations. The results illustrate that digital photographs can be very useful for parameterising processes such as sloughing on steep slopes, snow deposition in gullies and snow erosion on mountain ridges in a distributed snow model. Copyright © 2011 John Wiley & Sons, Ltd.

[1]  Ladislav Holko,et al.  Snow Hydrology in Central Europe , 2011 .

[2]  Anna Rampini,et al.  A regional snow-line method for estimating snow cover from MODIS during cloud cover , 2010 .

[3]  David Robinson,et al.  Gridded North American monthly snow depth and snow water equivalent for GCM evaluation , 2003 .

[4]  Matthew Sturm,et al.  Using repeated patterns in snow distribution modeling: An Arctic example , 2010 .

[5]  R. H. Heinmiller,et al.  Instruments and Methods , 1983 .

[6]  P. Bartelt,et al.  Measuring branch deflection of spruce branches caused by intercepted snow load , 1999 .

[7]  Janette Aschenwald,et al.  Spatio-temporal landscape analysis in mountainous terrain by means of small format photography: a methodological approach , 2001, IEEE Trans. Geosci. Remote. Sens..

[8]  Günter Blöschl,et al.  Scaling issues in snow hydrology , 1999 .

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

[10]  Matthew Sturm,et al.  Mapping snow distribution in the Alaskan Arctic using aerial photography and topographic relationships , 1998 .

[11]  S. O’Neel,et al.  Cameras as clocks , 2013, Journal of Glaciology.

[12]  E. Martin,et al.  An Energy and Mass Model of Snow Cover Suitable for Operational Avalanche Forecasting , 1989, Journal of Glaciology.

[13]  S. Leavitt,et al.  GATE B-Scale Cloudiness from Whole-sky Cameras On Four U.S. Ships , 1979 .

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

[15]  Günter Blöschl,et al.  Point snowmelt models with different degrees of complexity — Internal processes , 1991 .

[16]  B. Ostendorf,et al.  GIS-based modelling of spatial pattern of snow cover duration in an alpine area , 2001 .

[17]  G. Bloschl AN ANALYSIS OF SNOW COVER PATTERNS IN A SMALL ALPINE CATCHMENT , 2006 .

[18]  S. Schmidt,et al.  Analyses of seasonal snow disappearance in an alpine valley from micro‐ to meso‐scale (Loetschental, Switzerland) , 2009 .

[19]  Yushin Ahn,et al.  Glacier velocities from time-lapse photos: technique development and first results from the Extreme Ice Survey (EIS) in Greenland , 2010, Journal of Glaciology.

[20]  Robert M. Krimmel,et al.  Using sequential photography to estimate ice velocity at the terminus of Columbia Glacier, Alaska , 1986 .

[21]  Kelly Elder,et al.  Scaling properties and spatial organization of snow depth fields in sub‐alpine forest and alpine tundra , 2009 .

[22]  S. Thorolfsson,et al.  Estimation of snow covered area for an urban catchment using image processing and neural networks. , 2003, Water science and technology : a journal of the International Association on Water Pollution Research.

[23]  Leland R. Dexter,et al.  Cyclic Erosional Instability of Sandbars along the Colorado River, Grand Canyon, Arizona , 1999 .

[24]  Günter Blöschl,et al.  Spatio‐temporal combination of MODIS images – potential for snow cover mapping , 2008 .

[25]  Dorothy K. Hall,et al.  An approach to using snow areal depletion curves inferred from MODIS and its application to land surface modelling in Alaska , 2005 .

[26]  Birger Ulf Hansen,et al.  Automatic snow cover monitoring at high temporal and spatial resolution, using images taken by a standard digital camera , 2002 .

[27]  B. Matheussen Effects of anthropogenic activities on snow distribution, and melt in an urban environment , 2004 .

[28]  Jan Magnusson,et al.  Snow accumulation distribution inferred from time‐lapse photography and simple modelling , 2010 .

[29]  G. Blöschl,et al.  Distributed Snowmelt Simulations in an Alpine Catchment: 2. Parameter Study and Model Predictions , 1991 .

[30]  Robert Kirnbauer,et al.  An analysis of snow cover patterns in a small alpine catchment , 1992 .

[31]  Markus Weiler,et al.  Measuring snow accumulation and ablation dynamics during rain‐on‐snow events: innovative measurement techniques , 2008 .

[32]  D. Gutknecht,et al.  Clogging Processes in Hyporheic Interstices of an Impounded River, the Danube at Vienna, Austria , 2003 .

[33]  Charles F. Raymond,et al.  Short Period Motion Events On Variegated Glacier as Observed By Automatic Photography and Seismic Methods , 1986, Annals of Glaciology.

[34]  G. Blöschl,et al.  Distributed Snowmelt Simulations in an Alpine Catchment: 1. Model Evaluation on the Basis of Snow Cover Patterns , 1991 .

[35]  Charles F. Raymond,et al.  The determination of glacier speed by time-lapse photography under unfavorable conditions , 1992, Journal of Glaciology.