메뉴 건너뛰기




Volumn 9, Issue 1, 2015, Pages 13-23

Independent evaluation of the SNODAS snow depth product using regional-scale lidar-derived measurements

Author keywords

[No Author keywords available]

Indexed keywords

DATA ASSIMILATION; DATA SET; LIDAR; REMOTE SENSING; SNOW COVER; SNOWPACK;

EID: 84920733238     PISSN: 19940416     EISSN: 19940424     Source Type: Journal    
DOI: 10.5194/tc-9-13-2015     Document Type: Article
Times cited : (38)

References (44)
  • 2
    • 1542347716 scopus 로고    scopus 로고
    • Evaluation of spatial variability in snow water equivalent for a high mountain catchment
    • Anderton, S. P., White, S. M., and Alvera, B.: Evaluation of spatial variability in snow water equivalent for a high mountain catchment, Hydrol. Process., 18, 435-453, 2004.
    • (2004) Hydrol. Process. , vol.18 , pp. 435-453
    • Anderton, S.P.1    White, S.M.2    Alvera, B.3
  • 4
    • 0032803298 scopus 로고    scopus 로고
    • Airborne laser scanning: Basic relations and formulas
    • Baltsavias, E.: Airborne laser scanning: basic relations and formulas, ISPRS J. Photogramm. Remote Sens., 54, 199-214, 1999.
    • (1999) ISPRS J. Photogramm. Remote Sens. , vol.54 , pp. 199-214
    • Baltsavias, E.1
  • 6
    • 75349101875 scopus 로고    scopus 로고
    • National Operational Hydrologic Remote Sensing Center SNOw Data Assimilation System (SNODAS) Products at NSIDC
    • Barrett, A. P.: National Operational Hydrologic Remote Sensing Center SNOw Data Assimilation System (SNODAS) Products at NSIDC, NSIDC Special Report 11, p. 19, 2003.
    • (2003) NSIDC Special Report , vol.11 , pp. 19
    • Barrett, A.P.1
  • 7
    • 0343415039 scopus 로고    scopus 로고
    • Scaling issues in snow hydrology
    • Blöschl, G.: Scaling issues in snow hydrology, Hydrol. Process., 13, 2149-2175, 1999.
    • (1999) Hydrol. Process. , vol.13 , pp. 2149-2175
    • Blöschl, G.1
  • 10
    • 84864755207 scopus 로고    scopus 로고
    • Evaluation of SNODAS snow depth and snow water equivalent estimates for the Colorado Rocky Mountains, USA
    • Clow, D. W., Nanus, L., Verdin, K. L., and Schmidt, J.: Evaluation of SNODAS snow depth and snow water equivalent estimates for the Colorado Rocky Mountains, USA, Hydrol. Process., 26, 2583-2591, 2012.
    • (2012) Hydrol.Process. , vol.26 , pp. 2583-2591
    • Clow, D.W.1    Nanus, L.2    Verdin, K.L.3    Schmidt, J.4
  • 11
    • 33644895826 scopus 로고    scopus 로고
    • Fractal Distribution of Snow Depth from Lidar Data
    • Deems, J. S., Fassnacht, S. R., and Elder, K. J.: Fractal Distribution of Snow Depth from Lidar Data, J. Hydrometeorol., 7, 285-297, 2006.
    • (2006) J. Hydrometeorol. , vol.7 , pp. 285-297
    • Deems, J.S.1    Fassnacht, S.R.2    Elder, K.J.3
  • 12
    • 58049086628 scopus 로고    scopus 로고
    • Interannual Consistency in Fractal Snow Depth Patterns at Two Colorado Mountain Sites
    • Deems, J. S., Fassnacht, S. R., and Elder, K. J.: Interannual Consistency in Fractal Snow Depth Patterns at Two Colorado Mountain Sites, J. Hydrometeorol., 9, 977-988, 2008.
    • (2008) J. Hydrometeorol. , vol.9 , pp. 977-988
    • Deems, J.S.1    Fassnacht, S.R.2    Elder, K.J.3
  • 13
    • 84885438780 scopus 로고    scopus 로고
    • Lidar measurement of snow depth: A review
    • Deems, J. S., Painter, T. H., and Finnegan, D. C.: Lidar measurement of snow depth: a review, J. Glaciol., 59, 467-479, 2013.
    • (2013) J. Glaciol. , vol.59 , pp. 467-479
    • Deems, J.S.1    Painter, T.H.2    Finnegan, D.C.3
  • 14
    • 0026281811 scopus 로고
    • Snow accumulation and distribution in an alpine watershed
    • Elder, K., Dozier, J., and Michaelsen, J.: Snow accumulation and distribution in an alpine watershed, Water Resour. Res., 27, 1541-1552, 1991.
    • (1991) Water Resour. Res. , vol.27 , pp. 1541-1552
    • Elder, K.1    Dozier, J.2    Michaelsen, J.3
  • 15
    • 19044382252 scopus 로고    scopus 로고
    • Persistence of topographic controls on the spatial distribution of snow in rugged mountain terrain, Colorado, United States
    • Erickson, T. A., Williams, M. W., and Winstral, A.: Persistence of topographic controls on the spatial distribution of snow in rugged mountain terrain, Colorado, United States, Water Resour. Res., 41, 1-17, 2005.
    • (2005) Water Resour. Res. , vol.41 , pp. 1-17
    • Erickson, T.A.1    Williams, M.W.2    Winstral, A.3
  • 16
    • 0036695985 scopus 로고    scopus 로고
    • Snow redistribution by wind and interactions with vegetation at upper treeline in the medicine bow mountains, Wyoming, USA
    • Hiemstra, C. A., Liston, G. E., and Reiners,W. A.: Snow Redistribution by Wind and Interactions with Vegetation at Upper Treeline in the Medicine Bow Mountains, Wyoming, USA, Arc. Antarc. Alpine Res., 34, 262-273, 2002.
    • (2002) Arc. Antarc. Alpine Res. , vol.34 , pp. 262-273
    • Hiemstra, C.A.1    Liston, G.E.2    Reiners, W.A.3
  • 17
    • 33646575843 scopus 로고    scopus 로고
    • Observing, modelling, and validating snow redistribution by wind in a Wyoming upper treeline landscape
    • Hiemstra, C. A., Liston, G. E., and Reiners,W. A.: Observing, modelling, and validating snow redistribution by wind in a Wyoming upper treeline landscape, Ecol. Modell., 197, 35-51, 2006.
    • (2006) Ecol. Modell. , vol.197 , pp. 35-51
    • Hiemstra, C.A.1    Liston, G.E.2    Reiners, W.A.3
  • 18
    • 11144297060 scopus 로고    scopus 로고
    • Accuracy of airborne lidar-derived elevation: Empirical assessment and error budget
    • Hodgson, M. E. and Bresnahan, P.: Accuracy of Airborne Lidar-Derived Elevation: Empirical Assessment and Error Budget, Photogramm. Eng. Remote Sens., 70, 331-339, 2004.
    • (2004) Photogramm. Eng. Remote Sens. , vol.70 , pp. 331-339
    • Hodgson, M.E.1    Bresnahan, P.2
  • 20
    • 1842739386 scopus 로고    scopus 로고
    • Representing subgrid snow cover heterogeneities in regional and global models
    • Liston, G. E.: Representing subgrid snow cover heterogeneities in regional and global models, J. Climate, 17, 1381-1398, 2004.
    • (2004) J. Climate , vol.17 , pp. 1381-1398
    • Liston, G.E.1
  • 21
    • 0036962735 scopus 로고    scopus 로고
    • Winter precipitation patterns in arctic alaska determined from a blowing-snow model and snow-depth observations
    • Liston, G. E. and Sturm, M.: Winter Precipitation Patterns in Arctic Alaska Determined from a Blowing-Snow Model and Snow-Depth Observations, J. Hydrometeorol., 3, 646-660, 2002.
    • (2002) J. Hydrometeorol. , vol.3 , pp. 646-660
    • Liston, G.E.1    Sturm, M.2
  • 23
    • 0033190338 scopus 로고    scopus 로고
    • Sub-grid parameterization of snow distribution for an energy and mass balance snow cover model
    • Luce, C. H., Tarboton, D. G., and Cooley, K. R.: Sub-grid parameterization of snow distribution for an energy and mass balance snow cover model, Hydrol. Process., 13, 1921-1933, 1999.
    • (1999) Hydrol. Process. , vol.13 , pp. 1921-1933
    • Luce, C.H.1    Tarboton, D.G.2    Cooley, K.R.3
  • 24
    • 13244296975 scopus 로고    scopus 로고
    • Statistical probability distribution of snow depth at the model sub-grid cell spatial scale
    • Marchand, W. D. and Killingtveit, A.: Statistical probability distribution of snow depth at the model sub-grid cell spatial scale, Hydrol. Process., 19, 355-369, 2005.
    • (2005) Hydrol. Process. , vol.19 , pp. 355-369
    • Marchand, W.D.1    Killingtveit, A.2
  • 25
    • 65349098080 scopus 로고    scopus 로고
    • Comparing simulated and measured sensible and latent heat fluxes over snow under a pine canopy to improve an energy balance snowmelt model
    • Marks, D., Winstral, A., Flerchinger, G., Reba, M., Pomeroy, J., Link, T., and Elder, K.: Comparing Simulated and Measured Sensible and Latent Heat Fluxes over Snow under a Pine Canopy to Improve an Energy Balance Snowmelt Model, J. Hydrometeorol., 9, 1506-1522, 2008.
    • (2008) J. Hydrometeorol. , vol.9 , pp. 1506-1522
    • Marks, D.1    Winstral, A.2    Flerchinger, G.3    Reba, M.4    Pomeroy, J.5    Link, T.6    Elder, K.7
  • 26
    • 84891746155 scopus 로고    scopus 로고
    • Inference and uncertainty of snow depth spatial distribution at the kilometre scale in the Colorado Rocky Mountains: The effects of sample size, random sampling, predictor quality, and validation procedures
    • McCreight, J. L., Slater, A. G., Marshall, H. P., and Rajagopalan, B.: Inference and uncertainty of snow depth spatial distribution at the kilometre scale in the Colorado Rocky Mountains: the effects of sample size, random sampling, predictor quality, and validation procedures, Hydrol. Process., 28, 933-957, 2014.
    • (2014) Hydrol. Process. , vol.28 , pp. 933-957
    • McCreight, J.L.1    Slater, A.G.2    Marshall, H.P.3    Rajagopalan, B.4
  • 27
    • 84881583224 scopus 로고    scopus 로고
    • Multiscale spatial variability of lidarderived and modeled snow depth on Hardangervidda, Norway
    • Melvold, K. and Skaugen, T.: Multiscale spatial variability of lidarderived and modeled snow depth on Hardangervidda, Norway, Ann. Glaciol., 54, 273-281, 2013.
    • (2013) Ann. Glaciol. , vol.54 , pp. 273-281
    • Melvold, K.1    Skaugen, T.2
  • 28
    • 79953019132 scopus 로고    scopus 로고
    • Scaling properties of wind and snow depth distribution in an Alpine catchment
    • Mott, R., Schirmer, M., and Lehning,M.: Scaling properties of wind and snow depth distribution in an Alpine catchment, J. Geophys. Res., 116, 1-8, 2011.
    • (2011) J. Geophys. Res. , vol.116 , pp. 1-8
    • Mott, R.1    Schirmer, M.2    Lehning, M.3
  • 29
    • 84896409426 scopus 로고    scopus 로고
    • Potential of a low-cost sensor network to understand the spatial and temporal dynamics of a mountain snow cover
    • Pohl, S., Garvelmann, J., Wawerla, J., and Weiler, M.: Potential of a low-cost sensor network to understand the spatial and temporal dynamics of a mountain snow cover, Water Resour. Res., 50, 2533-2550, 2014.
    • (2014) Water Resour. Res. , vol.50 , pp. 2533-2550
    • Pohl, S.1    Garvelmann, J.2    Wawerla, J.3    Weiler, M.4
  • 30
    • 0027334236 scopus 로고
    • The Prairie Blowing Snow Model: Characteristics, validation, operation
    • Pomeroy, J., Gray, D., and Landine, P.: The Prairie Blowing Snow Model: characteristics, validation, operation, J. Hydrol., 144, 165-192, 1993.
    • (1993) J. Hydrol. , vol.144 , pp. 165-192
    • Pomeroy, J.1    Gray, D.2    Landine, P.3
  • 32
    • 58049117621 scopus 로고    scopus 로고
    • Evaluation of the NOHRSC snow model (NSM) in a one-dimensional mode
    • Rutter, N., Cline, D., and Li, L.: Evaluation of the NOHRSC Snow Model (NSM) in a One-Dimensional Mode, J. Hydrometeorol., 9, 695-711, 2008.
    • (2008) J. Hydrometeorol. , vol.9 , pp. 695-711
    • Rutter, N.1    Cline, D.2    Li, L.3
  • 33
    • 80053057156 scopus 로고    scopus 로고
    • Persistence in intra-annual snow depth distribution: 2. Fractal analysis of snow depth development
    • Schirmer, M. and Lehning, M.: Persistence in intra-annual snow depth distribution: 2. Fractal analysis of snow depth development, Water Resour. Res., 47, 1-14, 2011.
    • (2011) Water Resour. Res. , vol.47 , pp. 1-14
    • Schirmer, M.1    Lehning, M.2
  • 34
    • 79955950736 scopus 로고    scopus 로고
    • Persistence in intra-annual snow depth distribution: 1. Measurements and topographic control
    • Schirmer, M.,Wirz, V., Clifton, A., and Lehning, M.: Persistence in intra-annual snow depth distribution: 1. Measurements and topographic control, Water Resour. Res., 47, 1-16, 2011.
    • (2011) Water Resour. Res. , vol.47 , pp. 1-16
    • Schirmer, M.1    Wirz, V.2    Clifton, A.3    Lehning, M.4
  • 35
    • 84881565812 scopus 로고    scopus 로고
    • Modeling the spatial distribution of snow water equivalent, taking into account changes in snowcovered area
    • Skaugen, T. and Randen, F.: Modeling the spatial distribution of snow water equivalent, taking into account changes in snowcovered area, Ann. Glaciol., 54, 305-313, 2013.
    • (2013) Ann. Glaciol. , vol.54 , pp. 305-313
    • Skaugen, T.1    Randen, F.2
  • 36
    • 78650969208 scopus 로고    scopus 로고
    • Using repeated patterns in snow distribution modeling: An Arctic example
    • Sturm, M. andWagner, A. M.: Using repeated patterns in snow distribution modeling: An Arctic example, Water Resour. Res., 46, 1-15, 2010.
    • (2010) Water Resour. Res. , vol.46 , pp. 1-15
    • Sturm, M.1    Wagner, A.M.2
  • 37
    • 0034818947 scopus 로고    scopus 로고
    • Characteristics and growth of a snowdrift in arctic alaska, U.S.A
    • Sturm, M., Liston, G. E., Benson, C. S., and Holmgren, J.: Characteristics and Growth of a Snowdrift in Arctic Alaska, U.S.A., Arc. Antarc. Alpine Res., 33, 319-329, 2001a.
    • (2001) Arc. Antarc. Alpine Res. , vol.33 , pp. 319-329
    • Sturm, M.1    Liston, G.E.2    Benson, C.S.3    Holmgren, J.4
  • 38
    • 0035255013 scopus 로고    scopus 로고
    • Snow-shrub interactions in arctic tundra: A hypothesis with climatic implications
    • Sturm, M., McFadden, J. P., Liston, G. E., Chapin III, F. S., Racine, C. H., and Holmgren, J.: Snow-Shrub Interactions in Arctic Tundra: A Hypothesis with Climatic Implications, J. Climate, 14, 336-345, 2001b.
    • (2001) J. Climate , vol.14 , pp. 336-345
    • Sturm, M.1    Mcfadden, J.P.2    Liston, G.E.3    Chapin, F.S.4    Racine, C.H.5    Holmgren, J.6
  • 39
    • 78651443862 scopus 로고    scopus 로고
    • Estimating snow water equivalent using snow depth data and climate classes
    • Sturm, M., Taras, B., Liston, G. E., Derksen, C., Jonas, T., and Lea, J.: Estimating Snow Water Equivalent Using Snow Depth Data and Climate Classes, J. Hydrometeorol., 11, 1380-1394, 2010.
    • (2010) J. Hydrometeorol. , vol.11 , pp. 1380-1394
    • Sturm, M.1    Taras, B.2    Liston, G.E.3    Derksen, C.4    Jonas, T.5    Lea, J.6
  • 40
    • 36649020275 scopus 로고    scopus 로고
    • Topographic, meteorologic, and canopy controls on the scaling characteristics of the spatial distribution of snow depth fields
    • Trujillo, E., Ramírez, J. A., and Elder, K. J.: Topographic, meteorologic, and canopy controls on the scaling characteristics of the spatial distribution of snow depth fields, Water Resour. Res., 43, 1-17, 2007.
    • (2007) Water Resour. Res. , vol.43 , pp. 1-17
    • Trujillo, E.1    Ramírez, J.A.2    Elder, K.J.3
  • 41
    • 65949087465 scopus 로고    scopus 로고
    • Scaling properties and spatial organization of snow depth fields in sub-alpine forest and alpine tundra
    • Trujillo, E., Ramirez, J. A., and Elder, K. J.: Scaling properties and spatial organization of snow depth fields in sub-alpine forest and alpine tundra, Hydrol. Process., 23, 1575-1590, 2009.
    • (2009) Hydrol. Process. , vol.23 , pp. 1575-1590
    • Trujillo, E.1    Ramirez, J.A.2    Elder, K.J.3
  • 42
    • 84896736090 scopus 로고    scopus 로고
    • Long-term snow distribution observations in a mountain catchment: Assessing variability, time stability, and the representativeness of an index site
    • Winstral, A. and Marks, D.: Long-term snow distribution observations in a mountain catchment: Assessing variability, time stability, and the representativeness of an index site, Water Resour. Res., 50, 293-305, 2014.
    • (2014) Water Resour. Res. , vol.50 , pp. 293-305
    • Winstral, A.1    Marks, D.2
  • 43
    • 0036825917 scopus 로고    scopus 로고
    • Spatial snow modeling of wind-redistributed snow using terrain-based parameters
    • Winstral, A., Elder, K., and Davis, R. E.: Spatial Snow Modeling of Wind-Redistributed Snow Using Terrain-Based Parameters, J. Hydrometeorol., 3, 524-539, 2002.
    • (2002) J. Hydrometeorol. , vol.3 , pp. 524-539
    • Winstral, A.1    Elder, K.2    Davis, R.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.