The value of MODIS snow cover data in validating and calibrating conceptual hydrologic models

Journal of Hydrology

Volumn 358, Issue 3-4, 2008, Pages 240-258

  Parajka, J ^a   Bloschl G ^a  

^a VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

Calibration; Conceptual hydrologic model; MODIS; Snow cover

Indexed keywords

CALIBRATION; CATCHMENTS; ERROR ANALYSIS; HYDRAULIC MODELS; IMAGE ENHANCEMENT; MODAL ANALYSIS; OFFSHORE OIL WELL PRODUCTION; RUNOFF; SENSITIVITY ANALYSIS; SNOW MELTING SYSTEMS; SPECTROMETERS;

AQUA MODIS; AUSTRIA; CLOUD COVERAGE; CLOUD COVERS; DISTRIBUTED HYDROLOGICAL MODEL; HYDROLOGIC MODELING; MODEL ANALYSIS; MODEL EFFICIENCY; MODEL PERFORMANCE; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER (MODIS) DATA; MODERATE RESOLUTION IMAGING SPECTRORADIOMETER (MODIS) SATELLITE; RUNOFF MODELING; SNOW COVER PRODUCTS; SNOW COVERS; SNOW DEPTHS; SNOW WATER EQUIVALENT (SWE); SNOW-COVERED AREA (SCA); TEMPORAL FILTERING;

PRECIPITATION (METEOROLOGY);

CALIBRATION; CATCHMENT; HYDROLOGICAL MODELING; MODEL VALIDATION; MODIS; SATELLITE IMAGERY; SNOW COVER;

AUSTRIA; CENTRAL EUROPE; EURASIA; EUROPE;

EID: 48649094372     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2008.06.006     Document Type: Article

References (25)

1. Andreadis K.M., and Lettenmaier D.P. Assimilating remotely sensed snow observations into a macroscale hydrology model. Advances in Water Resources 29 (2006) 872-886
2. Barnes W.L., Pagano T.S., and Salomonson V.V. Prelaunch characteristics of the moderate resolution imaging spectroradiometer (MODIS) on EOS-AM1. IEEE Transactions on Geoscience and Remote Sensing 36 4 (1998) 1088-1100
3. Bergström, 1976. Development and application of a conceptual runoff model for Scandinavian catchments: Bulletin Series A, Lund Institute of Technology/University of Lund, No. 52, p. 134.
4. Bitner D., Carroll T., Cline D., and Romanov P. An assessment of the differences between three satellite snow cover mapping techniques. Hydrological Processes 16 (2002) 3723-3733
5. Déry S.J., Salomonson V.V., Stieglitz M., Hall D.K., and Appel I. An approach to using snow areal depletion curves inferred from MODIS and its application to land-surface modelling in Alaska. Hydrological Processes 19 (2005) 2755-2774 10.1002/hyp5784
6. Duan Q., Sorooshian S., and Gupta V.K. Effective and efficient global optimization for conceptual rainfall-runoff models. Water Research R 28 (1992) 1015-1031
7. Hall D.K., and Riggs G.A. Accuracy assessment of the MODIS snow products. Hydrological Processes 21 (2007) 1534-1547
8. Klein A.G., and Barnett A.C. Validation of daily MODIS snow cover maps if the Upper Rio Grande River Basin for the 2000-2001 snow year. Remote Sensing of Environment 86 (2003) 162-176
9. Lee S., Klein A.G., and Over T.M. A comparison of MODIS and NOHRSC snow-cover products for simulating streamflow using the Snowmelt Runoff Model. Hydrological Processes 19 (2005) 2951-2972
10. Maurer E.P., Rhoads J.D., Dubayah R.O., and Lettenmaier D.P. Evaluation of the snow-covered area data product from MODIS. Hydrological Processes 17 (2003) 59-71
11. Merz R., and Blöschl G. Regionalisation of catchment model parameters. Journal of Hydrology 287 (2004) 95-123
12. Parajka J., Merz R., and Blöschl G. A comparison of regionalisation methods for catchment model parameters. Hydrology and Earth System Sciences 9 (2005) 157-171
13. Parajka J., and Blöschl G. Spatio-temporal combination of MODIS images - potential for snow cover mapping. Water Resources Research (2008) 10.1029/2007WR006404
14. Parajka J., and Blöschl G. Validation of MODIS snow cover images over Austria. Hydrology and Earth System Sciences 10 (2006) 679-689
15. Parajka J., Blöschl G., and Merz R. Regional calibration of catchment models: potential for ungauged catchments. Water Resources Research 43 (2007) W06406 10.1029/2006WR005271 16p
16. Parajka J., Merz R., and Blöschl G. Regionale Wasserbilanzkomponenten für Österreich auf Tagesbasis. Österreichische Wasser- und Abfallwirtschaft 3-4 (2005) 43-56
17. Parajka J., Merz R., and Blöschl G. Uncertainty and multiple objective calibration in regional water balance modelling - Case study in 320 Austrian catchments. Hydrological Processes 21 (2007) 435-446
18. Pebesma E.J. Gstat user's manual (2001), Dept. of Physical Geography, Utrecht University, Utrecht, The Netherlands
19. Pu Z., Xu L., and Salomonson V. MODIS/Terra observed seasonal variations of snow cover over the Tibetan Plateau. Geophysical Research Letters 34 (2007) L06706 10.1029/2007GL029262 6p
20. Rodell M., and Houser P.R. Updating a Land Surface Model with MODIS-Derived Snow Cover. Journal of Hydrometeorology 5 6 (2004) 1064-1075
21. Simic A., Fernandes R., Brown R., Romanov P., and Park W. Validation of VEGETATION, MODIS, and GOES+SSM/I snow cover products over Canada based on surface snow depth observations. Hydrological Processes 18 (2004) 1089-1104
22. Tekeli A.E., Akyürek Z., Şorman A.A., Şensoy A., and Şorman A.U. Using MODIS snow cover maps in modeling snowmelt runoff process in the eastern part of Turkey. Remote Sensing of Environment 97 (2005) 216-230
23. Udnaes H.Ch., Alfnes E., and Andreassen L.M. Improving runoff modeling using satellite-derived snow cover area?. Nordic Hydrology 38 1 (2007) 21-32
24. Wang X., Xie H., and Liang T. Evaluation of MODIS snow cover and cloud mask and its application in Northern Xinjiang, China. Remote Sensing of Environment 112 4 (2008) 1497-1513
25. Zhou X., Xie H., and Hendrickx J.M.H. Statistical evaluation of remotely sensed snow cover products with constraints from streamflow and SNOTEL measurements. Remote Sensing of Environment 94 (2005) 214-231