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Volumn 50, Issue 8, 2014, Pages 6892-6909

Snow depth, density, and SWE estimates derived from GPS reflection data: Validation in the western U. S

Author keywords

[No Author keywords available]

Indexed keywords

ANTENNAS; GEODETIC SATELLITES; SNOW; SNOW MELTING SYSTEMS; TIME SERIES; WATER RESOURCES;

EID: 85040676241     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/2014WR015561     Document Type: Article
Times cited : (81)

References (36)
  • 2
    • 0030425351 scopus 로고    scopus 로고
    • Interannual climate variability and snowpack in the western United States
    • Cayan, D. R. (1996), Interannual climate variability and snowpack in the western United States, J. Clim., 9(5), 928-948.
    • (1996) J. Clim. , vol.9 , Issue.5 , pp. 928-948
    • Cayan, D.R.1
  • 3
    • 84864755207 scopus 로고    scopus 로고
    • Evaluation of SNODAS snow depth and snow water equivalent estimates for the Colorado Rocky Mountains, USA
    • Clow, D. W., L. Nanus, K. L. Verdin, and J. Schmidt (2012), Evaluation of SNODAS snow depth and snow water equivalent estimates for the Colorado Rocky Mountains, USA, Hydrological Processes, 26(17), pp. 2583-2591.
    • (2012) Hydrological Processes , vol.26 , Issue.17 , pp. 2583-2591
    • Clow, D.W.1    Nanus, L.2    Verdin, K.L.3    Schmidt, J.4
  • 4
    • 0033082738 scopus 로고    scopus 로고
    • Eurasian snow cover variability and Northern Hemisphere climate predictability
    • Cohen, J., and D. Entekhabi (1999), Eurasian snow cover variability and Northern Hemisphere climate predictability, Geophys. Res. Lett., 26(3), 345-348.
    • (1999) Geophys. Res. Lett. , vol.26 , Issue.3 , pp. 345-348
    • Cohen, J.1    Entekhabi, D.2
  • 5
    • 58049086628 scopus 로고    scopus 로고
    • Interannual consistency in fractal snow depth patterns at two Colorado mountain sites
    • Deems, J. S., S. R. Fassnacht, and K. J. Elder (2008), Interannual consistency in fractal snow depth patterns at two Colorado mountain sites, J. Hydrometeorol., 9(5), 977-988.
    • (2008) J. Hydrometeorol. , vol.9 , Issue.5 , pp. 977-988
    • Deems, J.S.1    Fassnacht, S.R.2    Elder, K.J.3
  • 6
    • 0015419880 scopus 로고
    • A sampling scheme for shallow snowpacks
    • Dickinson, W. T., and H. R. Whiteley (1972), A sampling scheme for shallow snowpacks, Hydrol. Sci. Bull., 17(3), 247-258.
    • (1972) Hydrol. Sci. Bull. , vol.17 , Issue.3 , pp. 247-258
    • Dickinson, W.T.1    Whiteley, H.R.2
  • 7
    • 84855446811 scopus 로고    scopus 로고
    • Remote sensing of snow—A review of available methods
    • Dietz, A. J., C. Kuenzer, U. Gessner, and S. Dech (2012), Remote sensing of snow—A review of available methods, Int. J. Remote Sens., 33(13), 4094-4134.
    • (2012) Int. J. Remote Sens. , vol.33 , Issue.13 , pp. 4094-4134
    • Dietz, A.J.1    Kuenzer, C.2    Gessner, U.3    Dech, S.4
  • 8
    • 84864751701 scopus 로고    scopus 로고
    • Comparison of the SnowHydro snow sampler with existing snow tube designs
    • Dixon, D., and S. Boon (2012), Comparison of the SnowHydro snow sampler with existing snow tube designs, Hydrol. Processes, 26, 2555-2562, doi:10.1002/hyp.9317.
    • (2012) Hydrol. Processes , vol.26 , pp. 2555-2562
    • Dixon, D.1    Boon, S.2
  • 9
    • 0026281811 scopus 로고
    • Snow accumulation and distribution in an alpine watershed
    • Elder, K. J., J. Dozier, and J. Michaelsen (1991), Snow accumulation and distribution in an alpine watershed, Water Resour. Res., 27(7), 1541-1552.
    • (1991) Water Resour. Res , vol.27 , Issue.7 , pp. 1541-1552
    • Elder, K.J.1    Dozier, J.2    Michaelsen, J.3
  • 11
    • 84879100709 scopus 로고    scopus 로고
    • From observation to the quantification of snow processes with a time-lapse camera network
    • Garvelmann, J., S. Pohl, and M. Weiler (2013), From observation to the quantification of snow processes with a time-lapse camera network, Hydrol. Earth Syst. Sci., 17, 1415-1429, doi:10.5194/hess-17-1415-2013.
    • (2013) Hydrol. Earth Syst. Sci. , vol.17 , pp. 1415-1429
    • Garvelmann, J.1    Pohl, S.2    Weiler, M.3
  • 13
    • 84865337531 scopus 로고    scopus 로고
    • Snow measurement by GPS interferometric reflectometry: An evaluation at Niwot Ridge, Colorado
    • Gutmann, E. D., K. M. Larson, M. W. Williams, F. G. Nievinski, and V. Zavorotny (2012), Snow measurement by GPS interferometric reflectometry: An evaluation at Niwot Ridge, Colorado, Hydrol. Processes, 26(19), 2951-2961.
    • (2012) Hydrol. Processes , vol.26 , Issue.19 , pp. 2951-2961
    • Gutmann, E.D.1    Larson, K.M.2    Williams, M.W.3    Nievinski, F.G.4    Zavorotny, V.5
  • 14
    • 84895931235 scopus 로고    scopus 로고
    • A LiDAR derived snowpack dataset from mixed conifer forests in the Western U.S.
    • Harpold, A. A., et al. (2014), A LiDAR derived snowpack dataset from mixed conifer forests in the Western U.S., Water Resour. Res., 50, 2749-2755, doi:10.1002/2013WR013935.
    • (2014) Water Resour. Res , vol.50 , pp. 2749-2755
    • Harpold, A.A.1
  • 15
    • 85017645678 scopus 로고    scopus 로고
    • An engineering design study of electronic snow water equivalent sensor performance
    • Johnson, J. B., A. Gelvin, and G. Schaefer (2007), An engineering design study of electronic snow water equivalent sensor performance, in 75th Annual Western Snow Conference, pp. 16-19. [Available at http://www.westernsnowconference.org/node/704.]
    • (2007) 75Th Annual Western Snow Conference , pp. 16-19
    • Johnson, J.B.1    Gelvin, A.2    Schaefer, G.3
  • 16
    • 70349976186 scopus 로고    scopus 로고
    • Estimating the snow water equivalent from snow depth measurements in the Swiss Alps
    • Jonas, T., C. Marty, and J. Magnusson (2009), Estimating the snow water equivalent from snow depth measurements in the Swiss Alps, J. Hydrology, 378(1), pp. 161-167.
    • (2009) J. Hydrology , vol.378 , Issue.1 , pp. 161-167
    • Jonas, T.1    Marty, C.2    Magnusson, J.3
  • 17
    • 84871942990 scopus 로고    scopus 로고
    • GPS snow sensing: Results from the EarthScope Plate Boundary Observatory
    • Larson, K. M., and F. G. Nievinski (2013), GPS snow sensing: Results from the EarthScope Plate Boundary Observatory, GPS Solutions, 17(1), 41-52.
    • (2013) GPS Solutions , vol.17 , Issue.1 , pp. 41-52
    • Larson, K.M.1    Nievinski, F.G.2
  • 19
    • 1842864997 scopus 로고    scopus 로고
    • Statistical properties of spatial snowcover in mountainous catchments in Norway
    • Marchand, W., and A. Killingtveit (2004), Statistical properties of spatial snowcover in mountainous catchments in Norway, Nord. Hydrol., 35(2), 101-117.
    • (2004) Nord. Hydrol. , vol.35 , Issue.2 , pp. 101-117
    • Marchand, W.1    Killingtveit, A.2
  • 20
    • 84904904872 scopus 로고    scopus 로고
    • Modeling bulk density and snow water equivalent using daily snow depth observations
    • McCreight, J. L., and E. E. Small (2014), Modeling bulk density and snow water equivalent using daily snow depth observations, Cryosphere Discuss., 7, 5007-5049. [Available at http://www.the-cryosphere-discuss.net/7/5007/2013/tcd-7-5007-2013.html.]
    • (2014) Cryosphere Discuss. , vol.7 , pp. 5007-5049
    • McCreight, J.L.1    Small, E.E.2
  • 21
    • 84901840225 scopus 로고    scopus 로고
    • Forward and inverse modeling of GPS multipath for snow depth estimation, I: Formulation and simulations
    • Nievinski, F. G., and K. M. Larson (2014a), Forward and inverse modeling of GPS multipath for snow depth estimation, I: Formulation and simulations, IEEE Trans. Geosci. Remote Sens., 52(10), 6555-6563, doi:10.1109/TGRS.2013.2297681.
    • (2014) IEEE Trans. Geosci. Remote Sens. , vol.52 , Issue.10 , pp. 6555-6563
    • Nievinski, F.G.1    Larson, K.M.2
  • 22
    • 84902086381 scopus 로고    scopus 로고
    • Forward and inverse modeling of GPS multipath for snow depth estimation, II: Application and validation
    • Nievinski, F. G., and K. M. Larson (2014b), Forward and inverse modeling of GPS multipath for snow depth estimation, II: Application and validation, IEEE Trans. Geosci. Remote Sens., 52, 6564-6573, doi:10.1109/TGRS.2013.2297688.
    • (2014) IEEE Trans. Geosci. Remote Sens. , vol.52 , pp. 6564-6573
    • Nievinski, F.G.1    Larson, K.M.2
  • 23
    • 60749129892 scopus 로고    scopus 로고
    • Retrieval of subpixel snow covered area, grain size, and albedo from MODIS, Remote Sens
    • Painter, T. H., K. Rittger, C. McKenzie, P. Slaughter, R. E. Davis, and J. Dozier (2009), Retrieval of subpixel snow covered area, grain size, and albedo from MODIS, Remote Sens. Environ., 113(4), 868-879.
    • (2009) Environ. , vol.113 , Issue.4 , pp. 868-879
    • Painter, T.H.1    Rittger, K.2    McKenzie, C.3    Slaughter, P.4    Davis, R.E.5    Dozier, J.6
  • 24
    • 0003437697 scopus 로고
    • Snow accumulation, relocation and management
    • Supply and Serv. Can., Saskatoon, Sask
    • Pomeroy, J. W., and D. M. Gray (1995), Snow accumulation, relocation and management, NHRI Sci. Rep. 7, 144 pp., Supply and Serv. Can., Saskatoon, Sask.
    • (1995) NHRI Sci. Rep , vol.7
    • Pomeroy, J.W.1    Gray, D.M.2
  • 26
    • 85040643642 scopus 로고    scopus 로고
    • R: A Language and Environment for Statistical Computing. R Found
    • Vienna, Austria
    • R Core Team (2014), R: A Language and Environment for Statistical Computing. R Found. For Stat. Comput., Vienna, Austria.
    • (2014) For Stat. Comput
  • 27
    • 84872967072 scopus 로고    scopus 로고
    • Assessment of methods for mapping snow cover from MODIS
    • Rittger, K., T. H. Painter, and J. Dozier (2013), Assessment of methods for mapping snow cover from MODIS, Adv. Water Resour., 51, 367-380.
    • (2013) Adv. Water Resour , vol.51 , pp. 367-380
    • Rittger, K.1    Painter, T.H.2    Dozier, J.3
  • 28
    • 45849089608 scopus 로고    scopus 로고
    • Evaluation of ultrasonic snow depth sensors for US snow measurements
    • Ryan, W. A., N. J. Doesken, and S. R. Fassnacht (2008), Evaluation of ultrasonic snow depth sensors for US snow measurements, J. Atmos. Oceanic Technol., 25(5), 667-684.
    • (2008) J. Atmos. Oceanic Technol. , vol.25 , Issue.5 , pp. 667-684
    • Ryan, W.A.1    Doesken, N.J.2    Fassnacht, S.R.3
  • 29
    • 0033065541 scopus 로고    scopus 로고
    • Characteristics of the western United States snowpack from snowpack telemetry (SNOTEL) data
    • Serreze, M. C., M. P. Clark, R. L. Armstrong, D. A. McGinnis, and R. S. Pulwarty (1999), Characteristics of the western United States snowpack from snowpack telemetry (SNOTEL) data, Water Resour. Res., 35(7), 2145-2160.
    • (1999) Water Resour. Res. , vol.35 , Issue.7 , pp. 2145-2160
    • Serreze, M.C.1    Clark, M.P.2    Armstrong, R.L.3    McGinnis, D.A.4    Pulwarty, R.S.5
  • 31
    • 80655125804 scopus 로고    scopus 로고
    • Field techniques for snow observations on sea ice
    • edited by H. Eicken et al., Univ. of Alaska Press, Fairbanks
    • Sturm, M. (2009), Field techniques for snow observations on sea ice, in Field Techniques for Sea-Ice Research, edited by H. Eicken et al., pp. 25-48, Univ. of Alaska Press, Fairbanks.
    • (2009) Field Techniques for Sea-Ice Research , pp. 25-48
    • Sturm, M.1
  • 32
    • 78651443862 scopus 로고    scopus 로고
    • Estimating snow water equivalent using snow depth data and climate classes
    • Sturm, M., B. Taras, G. Liston, C. Derksen, T. Jonas, and J. Lea (2010), Estimating snow water equivalent using snow depth data and climate classes, J. Hydrometeorol., 11(6), 1380-1394.
    • (2010) J. Hydrometeorol. , vol.11 , Issue.6 , pp. 1380-1394
    • Sturm, M.1    Taras, B.2    Liston, G.3    Derksen, C.4    Jonas, T.5    Lea, J.6
  • 33
    • 0002683918 scopus 로고
    • Snow cover and atmospheric variability: Changes in the snow covering the earth’s surface affect both daily weather and long-term climate
    • Walsh, J. E. (1984), Snow cover and atmospheric variability: Changes in the snow covering the earth’s surface affect both daily weather and long-term climate, Am. Sci., 72(1), 50-57.
    • (1984) Am. Sci. , vol.72 , Issue.1 , pp. 50-57
    • Walsh, J.E.1
  • 34
    • 37249026668 scopus 로고    scopus 로고
    • Reshaping data with the reshape package
    • Wickham, H. (2007), Reshaping data with the reshape package, J. Stat. Software, 21(12), 1-20.
    • (2007) J. Stat. Software , vol.21 , Issue.12 , pp. 1-20
    • Wickham, H.1
  • 36
    • 79961232797 scopus 로고    scopus 로고
    • The split-apply-combine strategy for data analysis
    • Wickham, H. (2011), The split-apply-combine strategy for data analysis, J. Stat. Software, 40(1), 1-29.
    • (2011) J. Stat. Software , vol.40 , Issue.1 , pp. 1-29
    • Wickham, H.1


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