메뉴 건너뛰기




Volumn 5, Issue 11, 2013, Pages 5825-5850

Assimilation of MODIS snow cover area data in a distributed hydrological model using the particle filter

Author keywords

Danube; Data assimilation; Discharge; Distributed hydrological model; LISFLOOD; MODIS Snow Cover Area; Particle filter

Indexed keywords

CLIMATE MODELS; COMPUTER SIMULATION; DATA PROCESSING; DISCHARGE (FLUID MECHANICS); EXPERIMENTS; FLOOD CONTROL; FLOODS; MONTE CARLO METHODS; SNOW;

EID: 84904677455     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs5115825     Document Type: Article
Times cited : (88)

References (62)
  • 1
    • 84897561827 scopus 로고    scopus 로고
    • Influence of snow cover duration on soil evaporation and respiration efflux in mixed-conifer ecosystems
    • doi:10.1002/eco.1425.
    • Nelson, K.; Kurc, S.A.; John, G.; Minor, R.; Barron-Gafford, G.A. Influence of snow cover duration on soil evaporation and respiration efflux in mixed-conifer ecosystems. Ecohydrology 2013, doi:10.1002/eco.1425.
    • (2013) Ecohydrology
    • Nelson, K.1    Kurc, S.A.2    John, G.3    Minor, R.4    Barron-Gafford, G.A.5
  • 2
    • 0024813175 scopus 로고
    • The effects of Eurasian snow cover on regional and global climate variations
    • Barnett, T.P.; Dumenil, L.; Schlese, U.; Roechner, E.; Latif, M. The effects of Eurasian snow cover on regional and global climate variations. J. Atmos. Sci. 1989, 46, 66-685.
    • (1989) J. Atmos. Sci. , vol.46 , pp. 66-685
    • Barnett, T.P.1    Dumenil, L.2    Schlese, U.3    Roechner, E.4    Latif, M.5
  • 3
    • 0035539585 scopus 로고    scopus 로고
    • An intercomparison of three snow schemes of varying complexity coupled to the same land-surface model: Local scale evaluation at an Alpine site
    • Boone, A.; Etchevers, P. An intercomparison of three snow schemes of varying complexity coupled to the same land-surface model: Local scale evaluation at an Alpine site. J. Hydrometeorol. 2001, 2, 374-394.
    • (2001) J. Hydrometeorol. , vol.2 , pp. 374-394
    • Boone, A.1    Etchevers, P.2
  • 4
    • 0042129934 scopus 로고    scopus 로고
    • Snow removal and ambient air temperature effects on forest soil temperatures in northern Vermont
    • Decker, K.L.M.; Wang, D.; Waite, C.; Scherbatskoy, T. Snow removal and ambient air temperature effects on forest soil temperatures in northern Vermont. Soil Sci. Soc. Am. J. 2003, 67, 1234-1242.
    • (2003) Soil Sci. Soc. Am. J. , vol.67 , pp. 1234-1242
    • Decker, K.L.M.1    Wang, D.2    Waite, C.3    Scherbatskoy, T.4
  • 6
    • 65349175765 scopus 로고    scopus 로고
    • Forward-looking assimilation of MODIS-derived snow-covered area into a land surface model J
    • Zaitchik, B.; Rodell, M. Forward-looking assimilation of MODIS-derived snow-covered area into a land surface model J. Hydrometeorol. 2009, 10, 130-148.
    • (2009) Hydrometeorol. , vol.10 , pp. 130-148
    • Zaitchik, B.1    Rodell, M.2
  • 7
    • 84880168446 scopus 로고    scopus 로고
    • Assimilation of high-resolution tropical cyclone observations with an ensemble kalman filter using NOAA/AOML/HRD's HEDAS: Evaluation of the 2008-11 vortex-scale analyses
    • Aksoy, A.; Aberson, S.D.; Vukicevic, T.; Sellwood, K.J.; Lorsolo, S.; Zhang, X. Assimilation of high-resolution tropical cyclone observations with an ensemble kalman filter using NOAA/AOML/HRD's HEDAS: Evaluation of the 2008-11 vortex-scale analyses. Mon. Wea. Rev. 2013, 141, 1842-1865.
    • (2013) Mon. Wea. Rev. , vol.141 , pp. 1842-1865
    • Aksoy, A.1    Aberson, S.D.2    Vukicevic, T.3    Sellwood, K.J.4    Lorsolo, S.5    Zhang, X.6
  • 8
    • 84882701099 scopus 로고    scopus 로고
    • Ensemble Kalman filter assimilation of near-surface observations over complex terrain: Comparison with 3DVAR for short-range forecasts
    • art. no. 19620.
    • Pu, Z.; Zhang, H.; Anderson, J. Ensemble Kalman filter assimilation of near-surface observations over complex terrain: Comparison with 3DVAR for short-range forecasts. Dyn. Meteorol. Oceanogr. 2013, 65, art. no. 19620.
    • (2013) Dyn. Meteorol. Oceanogr. , vol.65
    • Pu, Z.1    Zhang, H.2    Anderson, J.3
  • 10
    • 0036322061 scopus 로고    scopus 로고
    • Hydrologic data assimilation with the Ensemble Kalman Filter
    • Reichle, R.H.; McLaughlin, D.B.; Entekhabi, D. Hydrologic data assimilation with the Ensemble Kalman Filter. Mon. Wea. Rev. 2002, 130, 103-114.
    • (2002) Mon. Wea. Rev. , vol.130 , pp. 103-114
    • Reichle, R.H.1    McLaughlin, D.B.2    Entekhabi, D.3
  • 11
    • 75749144491 scopus 로고    scopus 로고
    • A new data assimilation approach for improving runoff prediction using remotely-sensed soil moisture retrievals
    • Crow, W.T.; Ryu, D. A new data assimilation approach for improving runoff prediction using remotely-sensed soil moisture retrievals. Hydrol. Earth Syst. Sci. 2009, 13, 1-16.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , pp. 1-16
    • Crow, W.T.1    Ryu, D.2
  • 12
    • 70249132985 scopus 로고    scopus 로고
    • Assessing parameter, precipitation, and predictive uncertainty in a distributed hydrological model using sequential data assimilation with the particle filter
    • Salamon, P.; Feyen, L. Assessing parameter, precipitation, and predictive uncertainty in a distributed hydrological model using sequential data assimilation with the particle filter. J. Hydrol. 2009, 376, 428-442.
    • (2009) J. Hydrol. , vol.376 , pp. 428-442
    • Salamon, P.1    Feyen, L.2
  • 13
    • 77956022648 scopus 로고    scopus 로고
    • A past discharges assimilation system for ensemble streamflow forecasts over France-Part 1: Description and validation of the assimilation system
    • Thirel, G.; Martin, E.; Mahfouf, J.-F.; Massart, S.; Ricci, S.; Habets, F. A past discharges assimilation system for ensemble streamflow forecasts over France-Part 1: Description and validation of the assimilation system. Hydrol. Earth Syst. Sci. 2010, 14, 1623-1637.
    • (2010) Hydrol. Earth Syst. Sci. , vol.14 , pp. 1623-1637
    • Thirel, G.1    Martin, E.2    Mahfouf, J.-F.3    Massart, S.4    Ricci, S.5    Habets, F.6
  • 15
    • 12144255592 scopus 로고    scopus 로고
    • Updating a land surface model with MODIS-derived snow cover
    • Rodell, M.; Houser, P.R. Updating a land surface model with MODIS-derived snow cover. J. Hydrometeorol. 2004, 8, 1064-1075.
    • (2004) J. Hydrometeorol. , vol.8 , pp. 1064-1075
    • Rodell, M.1    Houser, P.R.2
  • 16
    • 33645875289 scopus 로고    scopus 로고
    • Assimilating remotely sensed snow observations into a macroscale hydrology model
    • Andreadis, K.M.; Lettenmaier, D.P. Assimilating remotely sensed snow observations into a macroscale hydrology model. Adv. Water Resour. 2006, 29, 872-886.
    • (2006) Adv. Water Resour. , vol.29 , pp. 872-886
    • Andreadis, K.M.1    Lettenmaier, D.P.2
  • 17
    • 45549085137 scopus 로고    scopus 로고
    • Enhancing the estimation of continental-scale snow water equivalent by assimilating MODIS snow cover with the ensemble Kalman filter
    • doi:10.1029/2007JD009232.
    • Su, H.; Yang, Z.-L.; Niu, G.-Y.; Dickinson, R.E. Enhancing the estimation of continental-scale snow water equivalent by assimilating MODIS snow cover with the ensemble Kalman filter. J. Geophys. Res. 2008, 113, doi:10.1029/2007JD009232.
    • (2008) J. Geophys. Res. , vol.113
    • Su, H.1    Yang, Z.-L.2    Niu, G.-Y.3    Dickinson, R.E.4
  • 18
    • 67650324078 scopus 로고    scopus 로고
    • Snow water equivalent estimation in the Mallero basin using snow gauge data and MODIS images and fieldwork validation
    • Bavera, D.; de Michele, C. Snow water equivalent estimation in the Mallero basin using snow gauge data and MODIS images and fieldwork validation. Hydrol. Process. 2009, 23, 1961-1972.
    • (2009) Hydrol. Process. , vol.23 , pp. 1961-1972
    • Bavera, D.1    de Michele, C.2
  • 19
    • 77955275210 scopus 로고    scopus 로고
    • Improvement of springtime streamflow simulations in a boreal environment by incorporating snow-covered area derived from remote sensing data
    • Roy, A.; Royer, A.; Turcotte, R. Improvement of springtime streamflow simulations in a boreal environment by incorporating snow-covered area derived from remote sensing data. J. Hydrol. 2010, 390, 35-44.
    • (2010) J. Hydrol. , vol.390 , pp. 35-44
    • Roy, A.1    Royer, A.2    Turcotte, R.3
  • 20
    • 84867211362 scopus 로고    scopus 로고
    • Distributed assimilation of satellite-based snow extent for improving simulated streamflow in mountainous, dense forests: An example over the DMIP2 western basins
    • doi:10.1029/2011WR011347.
    • Yatheendradas, S.; Peters-Lidard, C.D.; Koren, V.; Cosgrove, B.A.; De Goncalves, L.G.G.; Smith, M.; Geiger, J.; Cui, Z.; Borak, J.; Kumar, S.; et al. Distributed assimilation of satellite-based snow extent for improving simulated streamflow in mountainous, dense forests: An example over the DMIP2 western basins. Water Resour. Res. 2012, 48, doi:10.1029/2011WR011347.
    • (2012) Water Resour. Res. , vol.48
    • Yatheendradas, S.1    Peters-Lidard, C.D.2    Koren, V.3    Cosgrove, B.A.4    De Goncalves, L.G.G.5    Smith, M.6    Geiger, J.7    Cui, Z.8    Borak, J.9    Kumar, S.10
  • 21
    • 84875297072 scopus 로고    scopus 로고
    • Assimilating satellite-based snow depth and snow cover products for improving snow predictions in Alaska
    • Liu, Y.; Peters-Lidard, C.D.; Kumar, S.; Foster, J.L.; Shaw, M.; Tian, Y.; Fall, G.M. Assimilating satellite-based snow depth and snow cover products for improving snow predictions in Alaska. Adv. Water Resour. 2013, 54, 208-227.
    • (2013) Adv. Water Resour. , vol.54 , pp. 208-227
    • Liu, Y.1    Peters-Lidard, C.D.2    Kumar, S.3    Foster, J.L.4    Shaw, M.5    Tian, Y.6    Fall, G.M.7
  • 22
    • 0035121564 scopus 로고    scopus 로고
    • Retrieval of regional snow water equivalent from space-borne passive microwave observations
    • Pulliainen, J.; Hallikainen, M. Retrieval of regional snow water equivalent from space-borne passive microwave observations. Remote Sens. Environ. 2001, 75, 76-85.
    • (2001) Remote Sens. Environ. , vol.75 , pp. 76-85
    • Pulliainen, J.1    Hallikainen, M.2
  • 23
    • 22544465867 scopus 로고    scopus 로고
    • Factors affecting remotely sensed snow water equivalent uncertainty
    • Dong, J.; Walker, J.P.; Houser, P.R. Factors affecting remotely sensed snow water equivalent uncertainty. Remote Sens. Environ. 2005, 97, 68-82.
    • (2005) Remote Sens. Environ. , vol.97 , pp. 68-82
    • Dong, J.1    Walker, J.P.2    Houser, P.R.3
  • 24
    • 33749318365 scopus 로고    scopus 로고
    • Validation of MODIS snow cover images over Austria
    • Parajka, J.; Bl̈oschl, G. Validation of MODIS snow cover images over Austria. Hydrol. Earth Syst. Sci. 2006, 10, 679-689.
    • (2006) Hydrol. Earth Syst. Sci. , vol.10 , pp. 679-689
    • Parajka, J.1    Bl̈oschl, G.2
  • 25
    • 74149090032 scopus 로고    scopus 로고
    • Cloud removal methodology from MODIS snow cover product
    • Gafurov, A.; Bàrdossy, A. Cloud removal methodology from MODIS snow cover product. Hydrol. Earth Syst. Sci. 2009, 13, 1361-1373.
    • (2009) Hydrol. Earth Syst. Sci. , vol.13 , pp. 1361-1373
    • Gafurov, A.1    Bàrdossy, A.2
  • 26
    • 77950867523 scopus 로고    scopus 로고
    • Toward advanced daily cloud-free snow cover and snow water equivalent products from Terra-Aqua MODIS and Aqua AMSR-E measurements
    • Gao, Y.; Xie, H.; Lu, N.; Yao, T.; Liang, T. Toward advanced daily cloud-free snow cover and snow water equivalent products from Terra-Aqua MODIS and Aqua AMSR-E measurements. J. Hydrol. 2010, 385, 23-35.
    • (2010) J. Hydrol. , vol.385 , pp. 23-35
    • Gao, Y.1    Xie, H.2    Lu, N.3    Yao, T.4    Liang, T.5
  • 27
    • 43049092989 scopus 로고    scopus 로고
    • Spatio-temporal combination of MODIS images-Potential for snow cover mapping
    • doi:10.1029/2007WR006204.
    • Parajka, J.; Bl̈oschl, G. Spatio-temporal combination of MODIS images-Potential for snow cover mapping. Water Resour. Res. 2008, 44, doi:10.1029/2007WR006204.
    • (2008) Water Resour. Res. , vol.44
    • Parajka, J.1    Bl̈oschl, G.2
  • 28
    • 74549170985 scopus 로고    scopus 로고
    • A regional snow-line method for estimating snow cover from MODIS during cloud cover
    • Parajka, J.; Pepe, M.; Rampini, A.; Rossi, S.; Bl̈oschl, G. A regional snow-line method for estimating snow cover from MODIS during cloud cover. J. Hydrol. 2009, 381, 203-212.
    • (2009) J. Hydrol. , vol.381 , pp. 203-212
    • Parajka, J.1    Pepe, M.2    Rampini, A.3    Rossi, S.4    Bl̈oschl, G.5
  • 29
    • 33645541476 scopus 로고    scopus 로고
    • Snow data assimilation via an Ensemble Kalman Filter
    • Slater, A.G.; Clark, M.P. Snow data assimilation via an Ensemble Kalman Filter. J. Hydrometeorol. 2006, 7, 478-493.
    • (2006) J. Hydrometeorol. , vol.7 , pp. 478-493
    • Slater, A.G.1    Clark, M.P.2
  • 30
    • 33646459989 scopus 로고    scopus 로고
    • Unraveling uncertainties in hydrologic model calibration: Addressing the problem of compensatory parameters
    • doi:10.1029/2005GL025604.
    • Clark, M.P.; Vrugt, J.A. Unraveling uncertainties in hydrologic model calibration: Addressing the problem of compensatory parameters. Geophys. Res. Lett. 2006, 33, doi:10.1029/2005GL025604.
    • (2006) Geophys. Res. Lett. , vol.33
    • Clark, M.P.1    Vrugt, J.A.2
  • 31
    • 0014776873 scopus 로고
    • River flow forecasting through conceptual models part I-A discussion of principles
    • Nash, J.E.; Sutcliffe, J.V. River flow forecasting through conceptual models part I-A discussion of principles. J. Hydrol. 1970, 10, 282-290.
    • (1970) J. Hydrol. , vol.10 , pp. 282-290
    • Nash, J.E.1    Sutcliffe, J.V.2
  • 34
    • 0003665481 scopus 로고    scopus 로고
    • Sequential Monte Carlo Methods in Practice
    • Springer: New York, NY, USA
    • Doucet, A.; de Freitas, N.; Gordon, N. Sequential Monte Carlo Methods in Practice; Springer: New York, NY, USA, 2001.
    • (2001)
    • Doucet, A.1    de Freitas, N.2    Gordon, N.3
  • 35
    • 84889830739 scopus 로고    scopus 로고
    • Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches; Wiley-Interscience: Hoboken, NJ, USA
    • Simon, D. Optimal State Estimation: Kalman, H Infinity, and Nonlinear Approaches; Wiley-Interscience: Hoboken, NJ, USA, 2006.
    • (2006)
    • Simon, D.1
  • 36
    • 74949130817 scopus 로고    scopus 로고
    • Particle filtering in geophysical systems
    • Van Leeuwen, P.J. Particle filtering in geophysical systems. Mon. Wea. Rev. 2009, 137, 4089-4114.
    • (2009) Mon. Wea. Rev. , vol.137 , pp. 4089-4114
    • Van Leeuwen, P.J.1
  • 37
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
    • Arulampalam, M.S.; Markell, S.; Gordon, N.; Clapp, T. A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking. IEEE Trans. Signal Process. 2002, 50, 174-188.
    • (2002) IEEE Trans. Signal Process. , vol.50 , pp. 174-188
    • Arulampalam, M.S.1    Markell, S.2    Gordon, N.3    Clapp, T.4
  • 38
    • 33846652430 scopus 로고    scopus 로고
    • An ensemble-based smoother with retrospectively updated weights for highly nonlinear systems
    • Chin, T.M.; Turmon, M.J.; Jewell, J.B.; Ghil, M. An ensemble-based smoother with retrospectively updated weights for highly nonlinear systems. Mon. Wea. Rev. 2007, 135, 186-202.
    • (2007) Mon. Wea. Rev. , vol.135 , pp. 186-202
    • Chin, T.M.1    Turmon, M.J.2    Jewell, J.B.3    Ghil, M.4
  • 39
    • 0002035566 scopus 로고
    • Reducing Bias and Inefficiency in the Selection Algorithm
    • In Proceedings of the Second International Conference on Genetic Algorithms and their Application; Lawrence Erlbaum Associates: Hillsdale, NJ, USA
    • Baker, J.E. Reducing Bias and Inefficiency in the Selection Algorithm. In Proceedings of the Second International Conference on Genetic Algorithms and their Application; Lawrence Erlbaum Associates: Hillsdale, NJ, USA, 1987; pp. 14-21.
    • (1987) , pp. 14-21
    • Baker, J.E.1
  • 40
    • 20844449766 scopus 로고    scopus 로고
    • Uncertainty assessment of hydrologic model states and parameters
    • doi:10.1029/2004WR003604.
    • Moradkhani, H.; Hsu, K.-L.; Gupta, H.; Sorooshian, S. Uncertainty assessment of hydrologic model states and parameters. Water Resour. Res. 2005, 41, doi:10.1029/2004WR003604.
    • (2005) Water Resour. Res. , vol.41
    • Moradkhani, H.1    Hsu, K.-L.2    Gupta, H.3    Sorooshian, S.4
  • 41
    • 84904598328 scopus 로고    scopus 로고
    • MODIS/Aqua Snow Cover Daily L3 Global 500m Grid V005; July 2003 to December 2006; National Snow and Ice Data Center: Boulder, CO, USA
    • Hall, D.K.; Riggs, G.A.; Salomonson, V.V. MODIS/Aqua Snow Cover Daily L3 Global 500m Grid V005; July 2003 to December 2006; National Snow and Ice Data Center: Boulder, CO, USA, 2006.
    • (2006)
    • Hall, D.K.1    Riggs, G.A.2    Salomonson, V.V.3
  • 42
    • 84904702270 scopus 로고    scopus 로고
    • MODIS/Terra Snow Cover Daily L3 Global 500m Grid V005; July 2003 to December 2006; National Snow and Ice Data Center: Boulder, CO, USA
    • Hall, D.K.; Riggs, G.A.; Salomonson, V.V. MODIS/Terra Snow Cover Daily L3 Global 500m Grid V005; July 2003 to December 2006; National Snow and Ice Data Center: Boulder, CO, USA, 2006.
    • (2006)
    • Hall, D.K.1    Riggs, G.A.2    Salomonson, V.V.3
  • 43
    • 56949097859 scopus 로고    scopus 로고
    • Subpixel monitoring of the seasonal snow cover with MODIS at 250 m spatial resolution in the Southern Alps of New Zealand: Methodology and accuracy assessment
    • Sirguey, P.; Mathieu, R.; Arnaud, Y. Subpixel monitoring of the seasonal snow cover with MODIS at 250 m spatial resolution in the Southern Alps of New Zealand: Methodology and accuracy assessment. Remote Sens. Environ. 2009, 113, 160-181.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 160-181
    • Sirguey, P.1    Mathieu, R.2    Arnaud, Y.3
  • 45
    • 38549173997 scopus 로고    scopus 로고
    • An observation-based formulation of snow cover fraction and its evaluation over large North American river basins
    • doi:10.1029/2007JD008674.
    • Niu, G.-Y.; Yang, Z.-L. An observation-based formulation of snow cover fraction and its evaluation over large North American river basins. J. Geophys. Res. 2007, 112, doi:10.1029/2007JD008674.
    • (2007) J. Geophys. Res. , vol.112
    • Niu, G.-Y.1    Yang, Z.-L.2
  • 46
    • 0033609629 scopus 로고    scopus 로고
    • A parameterization of snowpack and frozen ground intended for NCEP weather and climate models
    • Koren, V.; Schaake, J.; Mitchell, K.; Duan, Q.Y.; Chen, F.; Baker, J.M. A parameterization of snowpack and frozen ground intended for NCEP weather and climate models. J. Geophys. Res. 1999, 104, 19569-19585.
    • (1999) J. Geophys. Res. , vol.104 , pp. 19569-19585
    • Koren, V.1    Schaake, J.2    Mitchell, K.3    Duan, Q.Y.4    Chen, F.5    Baker, J.M.6
  • 47
    • 0002984150 scopus 로고    scopus 로고
    • LISFLOOD: A Rainfall-runoff Model for Large River Basins to Assess the Influence of Land Use Changes on Flood Risk
    • In Ribamod: river basin modelling, management and flood mitigation; Balabanis, P., Ed.; European Commission: Wallingford, UK
    • De Roo, A. LISFLOOD: A Rainfall-runoff Model for Large River Basins to Assess the Influence of Land Use Changes on Flood Risk. In Ribamod: river basin modelling, management and flood mitigation; Balabanis, P., Ed.; European Commission: Wallingford, UK, 1999, 349-357.
    • (1999) , pp. 349-357
    • De Roo, A.1
  • 48
    • 77649115913 scopus 로고    scopus 로고
    • LISFLOOD-A GIS-based distributed model for river basin scale water balance and flood simulation
    • Van der Knijff, J.; Younis, J.; de Roo, A. LISFLOOD-A GIS-based distributed model for river basin scale water balance and flood simulation. Int. J. Geogr. Inf. Sci. 2010, 24, 189-212.
    • (2010) Int. J. Geogr. Inf. Sci. , vol.24 , pp. 189-212
    • Van der Knijff, J.1    Younis, J.2    de Roo, A.3
  • 49
    • 0037108626 scopus 로고    scopus 로고
    • The value of environmental modelling languages for building distributed hydrological models
    • Karssenberg, D. The value of environmental modelling languages for building distributed hydrological models. Hydrol. Process. 2002, 16, 2751-2766.
    • (2002) Hydrol. Process. , vol.16 , pp. 2751-2766
    • Karssenberg, D.1
  • 50
    • 0344731425 scopus 로고    scopus 로고
    • Development and use of a database of hydraulic properties of European soils
    • Ẅosten, J.H.M.; Lilly, A.; Nemes, A.; Le Bas, C. Development and use of a database of hydraulic properties of European soils. Geoderma 1999, 90, 169-185.
    • (1999) Geoderma , vol.90 , pp. 169-185
    • Ẅosten, J.H.M.1    Lilly, A.2    Nemes, A.3    Le Bas, C.4
  • 51
    • 84904681854 scopus 로고    scopus 로고
    • European Environment Agency. The European Topic Centre on Terrestrial Environment: Corine Land Cover raster database 2000-100m; European Environment Agency: Copenhagen, Denmark
    • European Environment Agency. The European Topic Centre on Terrestrial Environment: Corine Land Cover raster database 2000-100m; European Environment Agency: Copenhagen, Denmark, 2000.
    • (2000)
  • 52
    • 38149145042 scopus 로고    scopus 로고
    • Development of a soil geographical database from the soil map of the European communities
    • King, D., Daroussin, J. and Tavernier, R., Development of a soil geographical database from the soil map of the European communities. Catena 2004, 21, 37-56.
    • (2004) Catena , vol.21 , pp. 37-56
    • King, D.1    Daroussin, J.2    Tavernier, R.3
  • 53
    • 84904705823 scopus 로고    scopus 로고
    • Agrometeorological Applications for Regional Crop Monitoring and Production Assessment; Tech
    • Rep. EUR 17735 EN; Ispra, Italy
    • Rijks, D.; Teres, J.M.; Vossen, P. Agrometeorological Applications for Regional Crop Monitoring and Production Assessment; Tech. Rep. EUR 17735 EN; Eur. Comm. Joint Res. Cent.: Ispra, Italy, 1998.
    • (1998) Eur. Comm. Joint Res. Cent.
    • Rijks, D.1    Teres, J.M.2    Vossen, P.3
  • 54
    • 0000626643 scopus 로고
    • The Xinanjiang Model
    • In Computer Models of Watershed Hydrology; Singh, V.P., Ed.; Water Resources Publications: Colorado, CO, USA
    • Zhao, R.J.; Liu, X.R. The Xinanjiang Model. In Computer Models of Watershed Hydrology; Singh, V.P., Ed.; Water Resources Publications: Colorado, CO, USA, 1995; pp. 215-232.
    • (1995) , pp. 215-232
    • Zhao, R.J.1    Liu, X.R.2
  • 55
    • 0030483015 scopus 로고    scopus 로고
    • The ARNO rainfall-runoff
    • Todini, E. The ARNO rainfall-runoff. J. Hydrol 1996, 175, 339-382.
    • (1996) J. Hydrol , vol.175 , pp. 339-382
    • Todini, E.1
  • 56
    • 84904643254 scopus 로고
    • Applied Hydrology; McGraw-Hill: Singapore
    • Chow, V.T.; Maidment, D.R.; Mays, L.M. Applied Hydrology; McGraw-Hill: Singapore, 1988; p. 572.
    • (1988) , pp. 572
    • Chow, V.T.1    Maidment, D.R.2    Mays, L.M.3
  • 57
    • 67349086663 scopus 로고    scopus 로고
    • An introduction to the hydrological modelling system PREVAH and its pre- and post-processing tools
    • Viviroli, D.; Zappa, M.; Gurtz, J.; Weingartner, R. An introduction to the hydrological modelling system PREVAH and its pre- and post-processing tools. Environ. Model. Softw. 2009, 24, 1209-1222.
    • (2009) Environ. Model. Softw. , vol.24 , pp. 1209-1222
    • Viviroli, D.1    Zappa, M.2    Gurtz, J.3    Weingartner, R.4
  • 58
    • 79751502618 scopus 로고    scopus 로고
    • The value of glacier mass balance, satellite snow cover images, and hourly discharge for improving the performance of a physically based distributed hydrological model
    • doi:10.1029/2010WR009824.
    • Finger, D.; Pellicciotti, F.; Konz, M.; Rimkus, S.; Burlando, P. The value of glacier mass balance, satellite snow cover images, and hourly discharge for improving the performance of a physically based distributed hydrological model. Water Resour. Res. 2011, 47, doi:10.1029/2010WR009824.
    • (2011) Water Resour. Res. , vol.47
    • Finger, D.1    Pellicciotti, F.2    Konz, M.3    Rimkus, S.4    Burlando, P.5
  • 59
    • 0020437289 scopus 로고
    • Runoff Forecasting for Reservoir Operations-The Past and the Future
    • In Proceedings of the 52nd Western Snow Conference; Western Snow Conference: Fort Collins, CO, USA
    • Speers, D.D.; Versteeg, J.D. Runoff Forecasting for Reservoir Operations-The Past and the Future. In Proceedings of the 52nd Western Snow Conference; Western Snow Conference: Fort Collins, CO, USA, 1982; pp. 149-156.
    • (1982) , pp. 149-156
    • Speers, D.D.1    Versteeg, J.D.2
  • 60
    • 84904683674 scopus 로고    scopus 로고
    • Snow Accumulation and Ablation Model-SNOW-17; Technical Report; NWSRFS: Silver Spring, MD, USA
    • Anderson, E. Snow Accumulation and Ablation Model-SNOW-17; Technical Report; NWSRFS: Silver Spring, MD, USA, 2006; p. 61.
    • (2006) , pp. 61
    • Anderson, E.1
  • 61
    • 84904630139 scopus 로고    scopus 로고
    • LISFLOOD-Distributed Water Balance and Flood Simulation Model; User Manual Version December 2010; European Commission: Ispra, Italy
    • Burek, P.; de Roo, A. LISFLOOD-Distributed Water Balance and Flood Simulation Model; User Manual Version December 2010; European Commission: Ispra, Italy, 2011.
    • (2011)
    • Burek, P.1    de Roo, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.