Remotely sensed latent heat fluxes for model error diagnosis: A case study

Hydrology and Earth System Sciences

Volumn 15, Issue 3, 2011, Pages 759-769

  Schuurmans, J M ^a,c   Van Geer, F C ^b   Bierkens, M F P ^a,b  

^a UTRECHT UNIVERSITY   (Netherlands)

^b DELTARES   (Netherlands)

^c ROYAL HASKONINGDHV   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ASSIMILATION; DEEP GROUNDWATERS; DISTRIBUTED HYDROLOGICAL MODEL; HYDROLOGICAL MODELLING; HYDROLOGICAL MODELS; MODEL CALIBRATION; MODEL ERRORS; NETHERLANDS; PHYSICALLY BASED; POTENTIAL MODEL; SATELLITE DATA; SATURATED ZONE; SMALL CATCHMENT; SOIL MAPS; SPATIAL PATTERNS; SPATIAL RESOLUTION; SURFACE ENERGY BALANCE ALGORITHM FOR LANDS; WATER BOARDS; WATER FLOWS;

CATCHMENTS; CLIMATE MODELS; DATA PROCESSING; ERRORS; GROUNDWATER; MOISTURE DETERMINATION; RADIOMETERS; REMOTE SENSING; SOIL MOISTURE; SPATIAL DISTRIBUTION; SURFACE CHEMISTRY; WATER SUPPLY;

GEOLOGIC MODELS;

ASTER; CATCHMENT; COMPARATIVE STUDY; DATA ASSIMILATION; ENERGY BALANCE; ERROR ANALYSIS; EVAPOTRANSPIRATION; GROUNDWATER RESOURCE; HYDROLOGICAL MODELING; LATENT HEAT FLUX; MODIS; REMOTE SENSING; SEASONALITY; SOIL MOISTURE; SPATIAL DISTRIBUTION; SPATIAL RESOLUTION; WATER FLOW;

NETHERLANDS;

EID: 79952424478     PISSN: 10275606     EISSN: 16077938     Source Type: Journal    
DOI: 10.5194/hess-15-759-2011     Document Type: Article

References (33)

1. Allen, R. G., Pereira, L. S. , Raes, D., and Smith, M.: Crop evapotranspiration: Guidelines for computing crop water requirements, FAO Irrigation and drainage paper 56., FAO-Food and agriculture Organization of the United Nations, Rome, 1998.
2. Allen, R. G., Bastiaanssen, W. G. M., Tasumi, M., and Morse, A.: Evapotranspiration on the watershed scale using the SEBAL model and Landsat images, ASAE Meeting Presentation, paper number 01-2224, Sacramento, California, USA, 30 July-1 August, 2001.
3. Bastiaanssen, W. G. M.: Regionalization of surface flux densities and moisture indicators in composite terrain, A remote sensing approach under clear skies in Mediterranean climates, Ph.D. thesis, Landbouwuniversiteit Wageningen, Wageningen, 1995.
4. Bastiaanssen, W. G. M., Noordman, E. J. M., Pelgrum, H., Davids, G., Thoreson, B. P., and Allen, R. G.: SEBAL model with remotely sensed data to improve water-resources management under actual field conditions, J. Irrig. Drain. E-ASCE, 131, 85-93, 2005. (Pubitemid 40191073)
5. Berendsen, H. J. A. and Stouthamer, E.: Late Weichselian and Holocene palaeogeography of the Rhine-Meuse delta, The Netherlands, Palaeogeogr. Palaeocl., 161(3-4), 311-335, 2000.
6. Bergström, S. and Graham, L. P.: On the scale problem in hydrological modelling, J. Hydrol., 211, 253-265, 1998. (Pubitemid 29014568)
7. Bogena, H. R., Huisman, J. A., Oberdörster, C., and Vereecken, H.: Evaluation of a low-cost soil water content sensor for wireless network applications, J. Hydrol., 344, 32-42, 2007. (Pubitemid 47362141)
8. Busschers, F. S., Kasse, C., and Van Balen, R. T.: Late Pleistocene evolution of the Rhine-Meuse system in the Southern North Sea basin: imprints of climate change, sea-level oscillation and glacio-isostacy, Quaternary Sci. Rev., 26, 3216-3248, 2007. (Pubitemid 50008101)
9. Caldwell, M. M., Dawson, T. E., and Richards, J.: Hydraulic lift: consequences of water efflux from the roots of plants, Oecologia, 113, 151-161, 1998. (Pubitemid 28111415)
10. Czarnomski, N. M., Moore, G. W., Pypker, T. G., Licata, J., and Bond, B. J.: Precision and accuracy of three alternative instruments for measuring soil water content in two forest soils of the Pacific Northwest, Can. J. Forest Res., 35, 1867-1876, 2005. (Pubitemid 43035753)
11. Dawson, T. E.: Determining water use by trees and forests from isotopic, energy balance and transpiration analyses: The role of tree size and hydraulic lift, Tree Physiol., 16, 263-272, 1996. (Pubitemid 126520751)
12. De Bruin, H. A. R.: From Penman to Makkink (In Dutch), Proc. And Inf. Vol. 39, TNO Committee of Hydrological Research, CHO-TNO The Hague, The Netherlands, 5-31, 1987.
13. De Wit, A. J. W. and Clevers, J. G. P. W.: Efficiency and accuracy of per-field classifcation for operational crop mapping, Int. J. Remote Sens., 25(20), 4091-4112, 2004. (Pubitemid 39403743)
14. Droogers, P.: Improving actual evapotranspiration for strategic watermanagement: definition study (in Dutch), STOWA rapport 2009-11, ISBN: 978.90.5773.428.1, STOWA, Utrecht, The Netherlands, 2009.
15. Feddes, R. A.: Crop factors in relation to Makkink reference-crop evapotranspiration, Comm. Hydrol. Res. TNO, The Hague, Proc. and Inf. 39, 33-44, 1987.
16. Feddes, R. A., Kowalik, P. J., and Zaradny, H.: Simulation of field water use and crop yields, Simulation monographs, Pudoc, University of Wageningen, 1978.
17. Feddes, R. A., Hoff, H., Bruen, M., Dawson, T., de Rosnay, P., Dirmeyer, P., Jackson, R. B., Kabat, P., Kleidon, A., Lilly, A., and Pitman, A. J.: Modeling root water uptake in hydrological and climate models, B. Am. Meteorol. Soc., 82(12), 2797-2810, 2001.
18. Immerzeel, W. W. and Droogers, P.: Calibration of a distributed hydrological model based on satellite evapotranspiration, J. Hydrol., 349, 411-424, 2008.
19. Kustas, W. P. and Norman, J. M.: Use of remote sensing for evapotranspiration monitoring over land surfaces, Hydrolog. Sci. J. - Journal Des Sciences Hydrologiques, 41, 495-516, 1996.
20. Lee, J. E., Oliveiria, R. S., Dawson, T. E., and Fung, I.: Root functioning modifies seasonal climate, P. Natl. Acad. Sci. USA, 102, 17576-17581, 2005. (Pubitemid 41803539)
21. Makkink, G. F.: Testing the Panman formula by means of lysimeters, J. Int. Water England, 11, 277-288, 1957.
22. McDonald, M. G. and Harbaugh, A. W.: A modular threedimensional finite-difference ground-water flow model, Open- File Report 83-875, US Geological Survey, p.528, 1988.
23. Pipunic, R. C., Walker, J. P., and Western, A.: Assimilation of remotely sensed data for improved latent and sensible heat flux prediction: A comparative synthetic study, Remote Sens. Environ., 112, 1295-1305, 2008. (Pubitemid 351375224)
24. Schuurmans, J. M., Troch, P. A., Veldhuizen, A. A., Bastiaanssen, W. G. M., and Bierkens, M. F. P.: Assimilation of remotely sensed latent heat flux in a distributed hydrological model, Adv. Water Res., 26, 151-159, 2003. (Pubitemid 36101294)
25. Schuurmans, J. M., Bierkens, M. F. P., Pebesma, E. J., and Uijlenhoet, R.: Automatic prediction of high-resolution daily rainfall fields for multiple extents: the potential of operational radar, J. Hydrometeorol., 8, 1204-1224, 2007.
26. Su, Z.: The Surface Energy Balance System (SEBS) for estimation of turbulent heat fluxes, Hydrol. Earth Syst. Sci., 6, 85-100, doi:10.5194/hess-6- 85-2002, 2002.
27. Van Dam, J. C.: Field-scale water flow and solute transport. SWAP model concepts, parameter estimation, and case studies, PhDthesis, Wageningen University, Wageningen, The Netherlands, p.167, 2000.
28. Van Genuchten, M. Th.: A closed-form Eq for predicting the hydraulic conductivity of unsaturated soils, Soil Sci. Soc. Am. J., 44, 892-898, 1980.
29. Van Oort, P. A. J., Bregt, A. K., de Bruin, S., and de Wit, A. J. W.: Spatial variability in classification accuracy of agricultural crops in the Dutch national land-cover database, Int. J. Geogr. Inf. Sci. 18, no. 6, September 2004, 611-626, 2004. (Pubitemid 39224894)
30. Van Walsum, P. E. V. and Groenendijk, P.: Quasi steady-state simulation of the unsaturated zone in groundwater modeling of lowland regions, Vadose Zone J., 7, 769-781, 2008. (Pubitemid 351811096)
31. Warren, J. M., Meinzer, F. C., Brooks, J. R., Domec, J. C., and Coulombe, R.: Hydraulic redistribution of soil water in two old-growth coniferous forests: quantifying patterns and controls, New Phytol., 173, 753-765, 2007. (Pubitemid 46238735)
32. Winter, T. C., Rosenberry, D. O., and Sturrock, A. M.: Evaluation of 11 Eqs for determining evaporation for a small lake in the North Central United States,Water Resour. Res., 31(4), 983-993, 1995. (Pubitemid 26436329)
33. Wösten, J. H. M., De Vries, F., Denneboom, J., and Van Holst, A. F.: Generalization and soil physical translation of the Dutch soil map, 1:250.000, on behalf of the PAWN-study, Report nr. 2055, Stichting voor Bodemkartering, Wageningen, 1988.