Calibration of a distributed hydrological model based on satellite evapotranspiration

Journal of Hydrology

Volumn 349, Issue 3-4, 2008, Pages 411-424

  Immerzeel, W W ^a   Droogers, P ^a  

^a FutureWater Wageningen   (Netherlands)

Author keywords

Calibration; Evapotranspiration; Hydrological model; Optimisation; SWAT

Indexed keywords

CALIBRATION; EVAPOTRANSPIRATION; OPTIMIZATION; SATELLITES;

HYDROLOGICAL MODEL; RELIABLE DATA;

HYDROLOGY;

CALIBRATION; EVAPOTRANSPIRATION; HYDROLOGY; OPTIMIZATION; SATELLITES;

ALGORITHM; CALIBRATION; CATCHMENT; EVAPOTRANSPIRATION; HYDROLOGICAL MODELING; OPTIMIZATION; REMOTE SENSING;

ASIA; EURASIA; INDIA; KRISHNA BASIN; SOUTH ASIA;

EID: 38349075022     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2007.11.017     Document Type: Article

References (52)

1. Agam N., Kustas W.P., Anderson M.C., Li F., and Neale C.M.U. A vegetation index based technique for spatial sharpening of thermal imagery. Remote Sensing of Environment 107 (2007) 545-558
2. Agam, N.W.P., Kustas, W.P., Anderson, M.C., Li, F., Colaizzi, P.D. 2007b. Utility of thermal sharpening over Texas high plains irrigated agricultural fields. Journal of Geophysical Research. doi:10.1029/2007JD008407.
3. Anderton S., Latron J., and Gallart F. Sensitivity analysis and multi-response, multi-criteria evaluation of a physical based distributed model. Hydrological Processes 16 (2002) 333-353
4. Arnold J.G., Srinivasan P., Muttiah R.S., and Williams J.R. Large area hydrologic modeling and assessment. Part I. Model development. Journal of the American Water Resources Association 34 (1998) 73-89
5. Bastiaanssen W.G.M., Menenti M., Feddes R.A., and Holtslag A.A.M. The Surface Energy Balance Algorithm for Land (SEBAL): Part 1 formulation. Journal of Hydrology (1998) 198-212
6. Bastiaanssen W.G.M., Pelgrum H., Wang J., Ma Y., Moreno J., Roerink G.J., and van der Wal T. The Surface Energy Balance Algorithm for Land (SEBAL): Part 2 validation. Journal of Hydrology (1998) 213-229
7. Bastiaanssen W.G.M., and Bandara K.M.P.S. Evaporative depletion assessments for irrigated watersheds in Sri Lanka. Irrigation Science 21 (2001) 1-15
8. Beven K. A sensitivity analysis of the Penman-Monteith actual evapotranspiration estimates. Journal of Hydrology 44 (1979) 169-190
9. Beven K.J. Prophecy, reality and uncertainty in distributed hydrological modeling. Advances in Water Resources 16 (1993) 41-51
10. Beven K.J. Uniqueness of place and process representations in hydrological modelling. Hydrology and Earth System Sciences 4 (2000) 203-213
11. Beven K.J. How far can we go in distributed hydrological modelling?. Hydrology and Earth System Science 5 (2001) 1-12
12. Beven K.J., and Freer J. Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling of complex environmental systems. Journal of Hydrology 249 (2001) 11-29
13. Beven K. A manifesto for the equifinality thesis. Journal of Hydrology 320 (2006) 18-36
14. Boegh E., Thorsen M., Butts M.B., Hansen S., Christiansen J.S., Abrahamsen P., Hasager C.B., Jensen N., Van der Keur P., Refsgaard J.C., Schelde K., Soegaard H., and Thomsen A. Incorporating remote sensing data in physically based distributed agro-hydrological modeling. Journal of Hydrology 287 (2004) 279-299
15. Brutsaert W., and Sugita M. Application of self-preservation in the diurnal evolution of the Surface Energy Balance budget to determine daily evaporation. Journal of Geophysical Research 97 D17 (1992) 18377-18382
16. Campo L., Caparrini F., and Castelli F. Use of multi-platform, multi-temporal remote-sensing data for calibration of a distributed hydrological model: an application in the Arno basin, Italy. Hydrological Processes 20 (2006) 2693-2712
17. Crago R.D. Comparison of the evaporative fraction and the Priestley-Taylor a for parameterizing daytime evaporation. Water Resources Research 32 (1996) 1403-1409
18. In: Duan Q., Sorooshian S., Gupta H.V., Rousseau A., and Turcotte R. (Eds). Advances in Calibration of Watershed Models. AGU Monograph Series. Water Science and Application vol. 6 (2003), American Geophysical Union, Washington, DC
19. Doherty J. PEST: Model Independent Parameter Estimation. Fifth Edition of User Manual (2005), Watermark Numerical Computing, Brisbane
20. FAO, 1995. FAO-UNESCO Digital Soil Map of the World and Derived Soil Properties, 1:5.000.000. UNESCO, Paris.
21. Franks S.W., and Beven K.J. Estimation of evapotranspiration at the landscape scale: a fuzzy disaggregation approach. Water Resources Research 33 (1997) 2929-2938
22. Franks S.W., Beven K.J., Quinn P.F., and Wright I.R. On the sensitivity of soil-vegetation-atmosphere transfer (SVAT) schemes: equifinality and the problem of robust calibration. Agriculture and Forest Meteorology 86 (1997) 63-75
23. Franks S.W., and Beven K.J. Conditioning a multiple-patch SVAT model using uncertain time-space estimates of latent heat fluxes as inferred from remotely sensed data. Water Resources Research 35 (1999) 2751-2762
24. Gunnel Y. Relief and climate in South Asia: the influence of the Western Ghats on the current climate pattern of Peninsular India. International Journal of Climatology 17 (1997) 1169-1182
25. Gupta V.K., Sorooshian S., and Yapo P.O. Towards improved calibration of hydrologic model: multiple and noncommensurable measures of information. Water Resources Research 34 (1998) 751-763
26. Hall F.G., Huemmrich K.F., Goetz S.J., Sellers P.J., and Nickelson J.E. Satellite remote sensing of Surface Energy Balance: Success, failures, and unresolved issues in FIFE. Journal of Geophysical Research 97 D17 (1992) 19061-19089
27. Houser P.R., Shuttleworth W.J., Famiglietti J.S., Gupta H.V., Syed K.H., and Goodrich D.C. Integration of soil moisture remote sensing and hydrological modeling using data assimilation. Water Resources Research 34 (1998) 3405-3420
28. Kite G.W., and Droogers P. Comparing evapotranspiration estimates from satellites, hydrological models and field data. Journal of Hydrology 229 (2000) 3-18
29. Kite G.W., and Pietroniro A. Remote sensing applications in hydrology. Hydrological Sciences 41 (1996) 563-592
30. Kuczera G. Efficient subspace probabilistic parameter optimization for catchment models. Water Resources Research 33 (1997) 177-185
31. Kummerow C., Barnes W., Kozu T., Shiue J., and Simpson J. The tropical rainfall measuring mission (TRMM) sensor package. Journal of Atmospheric and Oceanic Technology 15 (1998) 808-816
32. Kustas W.P., Perry P.E., Doraiswamy P.C., and Moran M.S. Using satellite remote sensing to extrapolate evapotranspiration estimates in time and space over a semiarid rangeland basin. Remote Sensing of Environment 49 (1994) 275-286
33. Levenberg K. A method for the solution of certain non-linear problems in least squares. Quarterly of Applied Mathematics 2 (1944) 164-168
34. Marquardt D.W. An algorithm for least-squares estimation of nonlinear parameters. Journal of the Society of Industrial and Applied Mathematics 11 (1963) 431-441
35. Monteith J.L. Evaporation and environment. Symposia of the Society for Experimental Biology 19 (1965) 205-234
36. Mu Q., Heinsch F.A., Zhao M., and Running S.W. Development of a global evapotranspiration algorithm based on MODIS and global meteorology data. Remote Sensing of Environment. 111 (2007) 519-536
37. Nash J.E., and Sutcliffe J.V. River flow forecasting through conceptual models, part I-a discussion of principles. Journal of Hydrology 10 (1970) 282-290
38. Neena D. Inter-state variation in cropping pattern in India. Indian Journal of Regional Science 30 (1998) 57-69
39. Nelder A.J., and Mead R. A simplex method for function minimization. Computer Journal 7 (1965) 308-313
40. Nicols W.E., and Cuenca R.H. Evaluation of the evaporative fraction for parameterization of the Surface Energy Balance. Water Resources Research 29 (1993) 3681-3690
41. Running S.W., Justice C.O., Salomonson V., Hall D., Barker J., Kaufman Y.J., Strahler A.H., Huete A.R., Muller J.P., Vanderbilt V., Wan Z.M., Teillet P., and Carneggie D. Terrestrial remote sensing science and algorithms planned for EOS/MODIS. International Journal of Remote Sensing 15 (1995) 3587-3620
42. Shuttleworth, W.J., Gurney, R.J., Hsu, A.Y., Ormsby, J.P., 1989. FIFE: the variation in energy partitioning at surface flux sites, remote sensing and large scale global processes. In: Proceedings of Baltimore Symp. Red Book. Int. Assoc. of Hydrol. Sci. (IAHS), Oxfordshire 186, pp. 67-74.
43. Shuttleworth J. Combining remotely sensed data using aggregation algorithms. Hydrology and Earth System Sciences 2 (1998) 149-158
44. Singh V.P., and Woolhiser D.A. Mathematical Modeling of Watershed Hydrology. Journal of Hydrological Engineering 7 (2002) 270-292
45. Sivapalani M., Takeuchi K., Frank S.W., Gupta V.K., Karambiris H., Lakshmi V., Liang X., McDonell J.J., Mendiondo E.M., O'Conell P.E., Oki T., Pomeroy J.W., Schertzer D., Uhlenbrook S., and Zehe E. IAHS decade on Predictions in Ungauged Basins (PUB), 2003-2012: shaping an exciting future for the hydrological sciences. Hydrological Sciences 48 (2003) 857-880
46. Skahill B.E., and Doherty J. Efficient accommodation of local minima in watershed model calibration. Journal of Hydrology. 329 (2006) 122-139
47. Srinivasan R., Ramanarayanan T.S., Arnold J.G., and Bednarz S.T. Large area hydrologic modeling and assessment part II: model application. Journal of American Water Resource Association 34 (1998) 91-101
48. Su Z. Remote sensing of land use and vegetation for mesoscale hydrological studies. International Journal of Remote Sensing Volume 21 (2000) 213-233
49. Tolson, B.A., Schoemaker, C.A., 2005. Comparison of optimization algorithms for the automatic calibration of SWAT2000. In: Abbaspour, K., Srinivasan, R. (Eds.), Third International SWAT Conference July 11-15 2005, Zürich.
50. Wang Q.J. The genetic algorithm and its application to calibrating conceptual rainfall-runoff models. Water Resources Research 27 (1991) 2467-2471
51. Wood E.F. Scaling behaviour of hydrological fluxes and variables: empirical studies using a hydrological model and remote sensing data. Hydrological Processes 9 (1995) 331-346
52. Zhong Q., and Li Y.H. Satellite observation of surface albedo over the Qinghai-Xizang plateau region. Advances in Atmospheric Sciences 5 (1988) 57-65