Distributed hydrological modelling in California semi-arid shrublands: MIKE SHE model calibration and uncertainty estimation

Journal of Hydrology

Volumn 317, Issue 3-4, 2006, Pages 307-324

  McMichael, Christine E ^a   Hope, Allen S ^b   Loaiciga, Hugo A ^c  

^a MOREHEAD STATE UNIVERSITY   (United States)

^b SAN DIEGO STATE UNIVERSITY   (United States)

^c UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Generalised likelihood uncertainty estimation; Hydrologic uncertainty; Leaf area index; MIKE SHE

Indexed keywords

CATCHMENTS; CLIMATE CONTROL; COMPUTER SIMULATION; MATHEMATICAL MODELS; PERFORMANCE; UNCERTAIN SYSTEMS;

GENERALIZED LIKELIHOOD UNCERTAINTY ESTIMATION; HYDROLOGIC UNCERTAINTY; LEAF AREA INDEX; MIKE SHE;

HYDROLOGY;

CHAPARRAL; LEAF AREA INDEX; METHODOLOGY; MODELING; STREAMFLOW;

EID: 28844498074     PISSN: 00221694     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jhydrol.2005.05.023     Document Type: Article

References (50)

1. M.B. Abbott, J.A. Bathurst, P.E. Cunge, J. O'Connell, and J. Rasmussen An introduction to the European Hydrological System - Système Hydrologique Européen'SHE 1: history and philosophy of a physically based distributed modelling system Journal of Hydrology 87 1986 45 59
2. M.B. Abbott, J.A. Bathurst, P.E. Cunge, J. O'Connell, and J. Rasmussen An introduction to the European hydrological system - Système hydrologique Européen 'SHE' 2: structure of a physically based distributed modelling system Journal of Hydrology 87 1986 61 77
3. J. Andersen, J.C. Refsgaard, and K.H. Jensen Distributed hydrological modelling of the Senegal River Catchment - model construction and validation Journal of Hydrology 247 2001 200 214
4. J. Andersen, G. Dybkjaer, K.H. Jensen, J.C. Refsgaard, and K. Rasmussen Use of remotely sensed precipitation and leaf area index in a distributed hydrological model Journal of Hydrology 264 2002 34 50
5. F. Baret, A. Olioso, J.L. Luciani, and J.F. Hanocq Estimation de l'énergie photosynthétiquement active absorbée par une culture de blé à partir de données radiométriques Agronomie 9 1989 885 895
6. K.J. Beven Rainfall-Runoff Modelling: the Primer 2001 Wiley West Sussex, England 360
7. K. Beven, and A. Binley The future of distributed models: model calibration and uncertainty prediction Hydrological Processes 6 1992 279 298
8. K. Beven, and J. Freer Equifinality, data assimilation, and uncertainty estimation in mechanistic modelling of complex environmental systems using the GLUE methodology Journal of Hydrology 249 2001 11 29
9. A.M. Binley, and K.J. Beven Physically-based modelling of catchment hydrology: a likelihood approach to reducing predictive uncertainty D.G. Farmer M.J. Rycroft Computer Modelling in the Environmental Sciences 1991 Clarendon Press Oxford 75 88
10. R.E. Brazier, K.J. Beven, J. Freer, and J.S. Rowan Equifinality and uncertainty in physically based soil erosion models: an application of the GLUE methodology to WEPP - the water erosion prediction project - for sites in the UK and USA Earth Surface Processes and Landforms 25 2000 825 845
11. K. Christiaens, and J. Feyen Constraining soil hydraulic parameter and output uncertainty of the distributed hydrological MIKE SHE model using the GLUE framework Hydrological Processes 16 2002 373 391
12. F.W. Davis, and J. Michaelsen Sensitivity of fire regime in chaparral ecosystems to global climate change W.C. Oechel J.M. Moreno Global Change and Mediterranean-Type Ecosystems 1995 Springer New York 435 456
13. L.F. DeBano, and C. Conrad The effect of fire on nutrients in a chaparral ecosystem Ecology 59 1978 489 497
14. DHI Water and Environment MIKE SHE: Pre- and Post-processing User Manual 2000
15. S.L. Dingman Physical Hydrology 1994 Prentice Hall Englewood Cliffs, NJ pp. 575
16. J. Franklin, C.E. Woodcock, and R. Warbington Digital vegetation maps of forest lands in California: integrating satellite imagery, GIS modelling, and field data in support of resource management Photogrammetric Engineering and Remote Sensing 66 2000 1209 1217
17. J. Freer, and K. Beven Bayesian estimation of uncertainty in runoff prediction and the value of data: an application of the GLUE approach Water Resources Research 32 1996 2161 2173
18. J.A. Gamon, C.B. Field, M.L. Goulden, K.L. Griffin, A.E. Hartley, G. Joel, J. Penuelas, and R. Valentini Relationships between NDVI, canopy structure, and photosynthesis in three Californian vegetation types Ecological Applications 5 1995 28 41
19. J.T. Gray, and W.H. Schlesinger Biomass, production and litterfall in the coastal sage scrub of southern California American Journal of Botany 68 1981 24 33
20. G.H. Hargreaves, and Z.A. Samani Reference crop evapotranspiration from temperature Applied Engineering in Agriculture 1 1985 96 99
21. H. Hellmers, J.S. Horton, G. Juhren, and J. O'Keefe Root systems of some chaparral plants in southern California Ecology 36 1985 667 678
22. A.S. Hope, A.K. Stein, and C.E. McMichael Uncertainty in monthly river discharge predictions in a semi-arid shrubland catchment Hydrology: Science & Practice for the 21st Century 2004 British Hydrological Society Dundee, Scotland 284 290
23. W.G. Hoyt, and H.C. Troxell Forests and streamflow Proceedings of the American Society of Civil Engineers 58 1932 1037 1066
24. J.E. Keeley, and S.C. Keeley Post-fire regeneration of southern California chaparral American Journal of Botany 68 1981 524 530
25. S.C. Keeley, J.E. Keeley, S.M. Hutchinson, and A.W. Johnson Post-fire succession of the herbaceous flora in southern California chaparral Ecology 62 1981 1608 1621
26. J. Kummerow, D. Krause, and W. Jow Root systems of chaparral shrubs Oecologia 29 1977 163 177
27. K.J. Kristensen, and S.E. Jensen A model for estimating actual evapotranspiration from potential evapotranspiration Nordic Hydrology 6 1975 170 188
28. J. Lavabre, D. Sempere Torres, and F. Cernesson Changes in the hydrological response of a small Mediterranean catchment a year after a wildfire Journal of Hydrology 142 1993 273 299
29. J.M. Lenihan, R. Drapek, D. Bachelet, and R.P. Neilson Climate change effects on vegetation distribution, carbon and fire in California Ecological Applications 13 2003 1667 1681
30. H.A. Loaiciga Hydrologic-hydraulic calibration and testing in an impacted flood plain: forensic hydrology Calibration of Watershed Models: Water Science and Application 6 2003 American Geophysical Union Washington D.C 175 184
31. H.A. Loaiciga, and M.A. Marino Parameter estimation in groundwater: classical, Bayesian, and deterministic assumptions and their impact on management policies Water Resources Research 23 1987 1027 1035
32. H.A. Loaiciga, D. Pedreros, and D. Roberts Wildfire-streamflow interactions in a chaparral Catchment Advances in Environmental Research 5 2001 295 305
33. D.S. Mackay, and L.E. Band Forest ecosystem processes at the watershed scale: dynamic coupling of distributed hydrology and canopy growth Hydrological Processes 70 1997 1197 1217
34. C.E. McMichael, A.S. Hope, D.A. Roberts, and M.R. Anaya Post-fire recovery of leaf area index in California chaparral: a remote sensing-chronosequence approach International Journal of Remote Sensing 25 2004 4743 4760
35. I.E. Nash, and I.V. Sutcliffe River flow forecasting through conceptual models I Journal of Hydrology 10 1970 282 290
36. J.P. O'Hare, and B.G. Hallock Soil Survey of the Los Padres National Forest Area, California 1988 United States Department of AgricultureUniversity of California California 148 pp.
37. H.L. Penman Evaporation: an introductory survey Netherlands Journal of Agricultural Science 4 1956 7 29
38. D.K. Poole, S.W. Roberts, and P.C. Miller Water utilization P.C. Miller Resource Use by Chaparral and Matorral: A Comparison of Vegetation Function in Two Mediterranean-type Ecosystems Ecological Studies No. 39 1981 Springer Berlin 123 149
39. Ratto, M., Saltelli, A., 2001. IMPACT Deliverable 18: Model Assessment in Integrated Procedures for Environmental Impact Evaluation - Software Prototypes. Joint Research Centre of European Commission. http://webfarm.jrc. cec.eu.int.
40. J.C. Refsgaard, and B. Storm MIKE SHE P.C. Miller Computer Models of Catchment Hydrology 1995 Water Resources Publications Colorado, USA 809 846
41. K.C. Ryan Vegetation and wildland fire: implications of global climate change Environment International 17 1991 169 178
42. I. Sandholt, J. Andersen, G. Dybkjær, M. Lo, K. Rasmussen, J.C. Refsgaard, and K. Høgh-Jensen Use of remote sensing data in distributed hydrological models: applications in the Senegal River basin Danish Journal of Geography 99 1999 47 57
43. D.F. Scott The hydrological effects of fire in South African mountain catchments Journal of Hydrology 150 1993 409 432
44. Stephenson, J.R., Calcarone, G.M., 1999. Southern California mountains and foothills assessment: habitat and species conservation issues. General Technical Report GTR-PSW-172. Pacific Southwest Research Station, Forest Service, US Department of Agriculture.
45. C. Tague, C. McMichael, A. Hope, and J. Choate Application of the RHESSys model to a California semi-arid shrubland catchment Journal of the American Water Resources Association 40 2004 575 589
46. R.F. Vazquez, and J. Feyen Effect of potential evapotranspiration estimates on effective parameters and performance of MIKE SHE-code applied to a medium-size catchment Journal of Hydrology 270 2003 309 327
47. R.F. Vasquez, L. Feyen, J. Feyen, and J.C. Refsgaard Effect of grid size on effective parameters and model performance of the MIKE SHE code Hydrological Processes 16 2002 355 372
48. F.G.R. Watson, R.A. Vertessy, and R.B. Grayson Large scale modelling of forest hydrological processes and their long term effect on water yield Hydrological Processes 13 1999 689 700
49. E. Xevi, K. Christiaens, A. Espino, W. Sewnandan, D. Mallants, H. Sorensen, and J. Feyen Calibration, validation and sensitivity analysis of the MIKE SHE model using Neuenkirchen catchment as case study Water Resources Management 11 1997 219 242
50. S.K. Zak, and K.J. Beven Equifinality, sensitivity and predictive uncertainty in the estimation of critical loads The Science of the Total Environment 236 1999 191 214