Spatial prediction of temporal soil moisture dynamics using HYDRUS-1D

Hydrological Processes

Volumn 28, Issue 2, 2014, Pages 171-185

  Chen, Min ^a   Willgoose, Garry R ^a   Saco, Patricia M ^a  

^a UNIVERSITY OF NEWCASTLE   (Australia)

Author keywords

Calibration; HYDRUS; SASMAS; Semiarid; Soil moisture; Spatial prediction

Indexed keywords

DATA ASSIMILATION METHODS; HYDRUS; SASMAS; SEMIARID; SOIL MOISTURE DYNAMICS; SOIL MOISTURE MEASUREMENT; SPATIAL PREDICTION; VEGETATION PARAMETERS;

CALIBRATION; CATCHMENTS; DATA PROCESSING; DIGITAL STORAGE; FORECASTING; RAIN; RUNOFF; SOIL MOISTURE; VEGETATION;

SOIL SURVEYS;

CALIBRATION; COMPUTER SIMULATION; DATA ASSIMILATION; PREDICTION; RAINFALL; SEMIARID REGION; SOIL MOISTURE; SPATIAL ANALYSIS; TEMPORAL ANALYSIS; WATER STORAGE;

AUSTRALIA; GOULBURN RIVER; VICTORIA [AUSTRALIA];

EID: 84891558043     PISSN: 08856087     EISSN: 10991085     Source Type: Journal    
DOI: 10.1002/hyp.9518     Document Type: Article

References (55)

1. Amundson R. 2001. The carbon budget in soils. Annual Review of Earth and Planetary Sciences 29: 535-562.
2. Arora V. 2002. Modeling vegetation as a dynamic component in soil-vegetation-atmosphere transfer schemes and hydrological models. Reviews of Geophysics 40(2): 26. DOI: 10.1029/2001RG000103
3. Berg AA, Famiglietti JS, Rodell M, Reichle RH, Jambor U, Holl SL, Houser PR. 2005. Development of a hydrometeorological forcing data set for global soil moisture estimation. International Journal of Climatology 25(13): 1697-1714. DOI: 10.1002/joc.1203
4. Beven K, Germann P. 1982. Macropores and water-flow in soils. Water Resources Research 18(5): 1311-1325.
5. Blyth E. 2002. Modelling soil moisture for a grassland and a woodland site in south-east england. Hydrology and Earth System Sciences 6(1): 39-47.
6. Bronstert A, Plate EJ. 1997. Modelling of runoff generation and soil moisture dynamics for hillslopes and micro-catchments. Journal of Hydrology 198(1-4): 177-195.
7. Canton Y, Sole-Benet A, Domingo F. 2004. Temporal and spatial patterns of soil moisture in semiarid badlands of SE Spain. Journal of Hydrology 285(1-4): 199-214. DOI: 10.1016/j.jhydrol.2003.08.018
8. Castillo VM, Gomez-Plaza A, Martinez-Mena M. 2003. The role of antecedent soil water content in the runoff response of semiarid catchments: A simulation approach. Journal of Hydrology 284(1-4): 114-130.
9. Cosh MH, Jackson TJ, Moran S, Bindlish R. 2008. Temporal persistence and stability of surface soil moisture in a semi-arid watershed. Remote Sensing of Environment 112(2): 304-313. DOI: 10.1016/j.rse.2007.07.001
10. Dirmeyer PA, Dolman AJ, Sato N. 1999. The pilot phase of the global soil wetness project. Bulletin of the American Meteorological Society 80(5): 851-878.
11. Dirmeyer PA, Gao X, Zhao M, Guo ZC, Oki T, Hanasaki N. 2006. GSWP-2: Multimodel analysis and implications for our perception of the land surface. Bulletin of the American Meteorological Society 87(10): 1381-1397. DOI: 10.1175/bams-87-10-1381
12. Dixon J. 1999. An evaluation of unsaturated flow models in an arid climate, Master's thesis, The Univeristy of Nevada, Las Vegas.
13. Dorigo WA, Wagner W, Hohensinn R, Hahn S, Paulik C, Xaver A, Gruber A, Drusch M, Mecklenburg S, van Oevelen P, Robock A, Jackson T. 2011. The international soil moisture network: A data hosting facility for global in situ soil moisture measurements. Hydrology and Earth System Sciences 15(5): 1675-1698. DOI: 10.5194/hess-15-1675-2011
14. Famiglietti JS, Rudnicki JW, Rodell M. 1998. Variability in surface moisture content along a hillslope transect: Rattlesnake hill, texas. Journal of Hydrology 210(1-4): 259-281.
15. Feddes RA, Kowalik PJ, Zaradny H. 1978. Simulation of field water use and crop yield, John Wiley & Sons: New York.
16. Finch JW. 2000. Modelling the soil moisture deficits developed under grass and deciduous woodland: The implications for water resources. Journal of the Chartered Institution of Water and Environmental Management 14(5): 371-376.
17. Friedlingstein P, Cox P, Betts R, Bopp L, Von Bloh W, Brovkin V, Cadule P, Doney S, Eby M, Fung I, Bala G, John J, Jones C, Joos F, Kato T, Kawamiya M, Knorr W, Lindsay K, Matthews HD, Raddatz T, Rayner P, Reick C, Roeckner E, Schnitzler KG, Schnur R, Strassmann K, Weaver AJ, Yoshikawa C, Zeng N. 2006. Climate-carbon cycle feedback analysis: Results from the (CMIP)-M-4 model intercomparison. Journal of Climate 19(14): 3337-3353.
18. Gomez-Plaza A, Alvarez-Rogel J, Albaladejo J, Castillo VM. 2000. Spatial patterns and temporal stability of soil moisture across a range of scales in a semi-arid environment. Hydrological Processes 14(7): 1261-1277.
19. Gribb MM, Forkutsa I, Hansen A, Chandler DG, McNamara JP. 2009. The effect of various soil hydraulic property estimates on soil moisture simulations. Vadose Zone Journal 8(2): 321-331. DOI: 10.2136/vzj2008.0088
20. Haines P, Thyer M. 2008. Rainfall and flooding of the "Pasha Bulker" storm, Newcastle, June, 2007. The 48th Floodplain Management Authorities of NSW Conference, Wollongong: Australia.
21. Henderson-Sellers A. 1996. Soil moisture: A critical focus for global change studies. Global and Planetary Change 13(1-4): 3-9. DOI: 10.1016/0921-8181(95)00034-8
22. Huang J, van den Dool HM, Georgakakos KP. 1996. Analysis of model-calculated soil moisture over the united states (1931-1993) and applications to long-range temperature forecasts. Journal of Climate 9(6): 1350-1362.
23. Jackson TJ. 1993. Measuring surface soil-moisture using passive microwave remote-sensing. Hydrological Processes 7(2): 139-152.
24. Jackson RB, Canadell J, Ehleringer JR, Mooney HA, Sala OE, Schulze ED. 1996. A global analysis of root distributions for terrestrial biomes. Oecologia 108(3): 389-411. DOI: 10.1007/bf00333714
25. Kato C, Nishimura T, Imoto H, Miyazaki T. 2011. Predicting soil moisture and temperature of andisols under a monsoon climate in Japan. Vadose Zone Journal 10(2): 541-551. DOI: 10.2136/vzj2010.0054
26. Koster RD, Guo ZC, Yang RQ, Dirmeyer PA, Mitchell K, Puma MJ. 2009. On the nature of soil moisture in land surface models. Journal of Climate 22(16): 4322-4335. DOI: 10.1175/2009jcli2832.1
27. Koster RD, Mahanama SPP, Yamada TJ, Balsamo G, Berg AA, Boisserie M, Dirmeyer PA, Doblas-Reyes FJ, Drewitt G, Gordon CT, Guo Z, Jeong JH, Lawrence DM, Lee WS, Li Z, Luo L, Malyshev S, Merryfield WJ, Seneviratne SI, Stanelle T, van den Hurk B, Vitart F, Wood EF. 2010. Contribution of land surface initialization to subseasonal forecast skill: First results from a multi-model experiment. Geophysical Research Letters 37(6). DOI: 10.1029/2009GL041677
28. Legates DR, McCabe GJ. 1999. Evaluating the use of "goodness-of-fit" measures in hydrologic and hydroclimatic model validation. Water Resources Research 35(1): 233-241.
29. Martinez C, Hancock GR, Kalma JD, Wells T. 2008. Spatio-temporal distribution of near-surface and root zone soil moisture at the catchment scale. Hydrological Processes 22(14): 2699-2714. DOI: 10.1002/hyp.6869
30. Mohanty BP, Skaggs TH, Famiglietti JS. 2000. Analysis and mapping of field-scale soil moisture variability using high-resolution, ground-based data during the Southern Great Plains 1997 (SGP97) Hydrology Experiment. Water Resources Research 36(4): 1023-1031.
31. Mohr KI, Famiglietti JS, Boone A, Starks PJ. 2000. Modeling soil moisture and surface flux variability with an untuned land surface scheme: A case study from the Southern Great Plains 1997 Hydrology Experiment. Journal of Hydrometeorology 1(2): 154-169.
32. Narasimhan B, Srinivasan R, Arnold JG, Di Luzio M. 2005. Estimation of long-term soil moisture using a distributed parameter hydrologic model and verification using remotely sensed data. Transactions of ASAE 48(3): 1101-1113.
33. Nash JE, Sutcliffe JV. 1970. River flow forecasting through conceptual models part I - A discussion of principles. Journal of Hydrology 10(3): 282-290. DOI: 10.1016/0022-1694(70)90255-6
34. Nouvellon Y, Moran MS, Lo Seen D, Bryant R, Rambal S, Ni WM, Begue A, Chehbouni A, Emmerich WE, Heilman P, Qi JG. 2001. Coupling a grassland ecosystem model with Landsat imagery for a 10-year simulation of carbon and water budgets. Remote Sensing of Environment 78(1-2): 131-149.
35. Pitman AJ. 2003. The evolution of, and revolution in, land surface schemes designed for climate models. International Journal of Climatology 23(5): 479-510. DOI: 10.1002/joc.893
36. Ritchie JT. 1972. Model for predicting evaporation from a row crop with incomplete cover. Water Resources Research 8(5): 1204-1213. DOI: 10.1029/WR008i005p01204
37. Rüdiger C. 2006. Streamflow data assimilation for soil moisture prediction, PhD thesis, The University of Melbourne, Melbourne.
38. Rüdiger C, Hancock G, Hemakumara HM, Jacobs B, Kalma JD, Martinez C, Thyer M, Walker JP, Wells T, Willgoose GR. 2007. Goulburn River experimental catchment data set. Water Resources Research 43(10): DOI: 10.1029/2006WR005837
39. Schenk HJ, Jackson RB. 2002. Rooting depths, lateral root spreads and below-ground/above-ground allometries of plants in water-limited ecosystems. Journal of Ecology 90(3): 480-494.
40. Schmugge T. 1998. Applications of passive microwave observations of surface soil moisture. Journal of Hydrology 212-213: 188-197.
41. Scott RL, Shuttleworth WJ, Keefer TO, Warrick AW. 2000. Modeling multiyear observations of soil moisture recharge in the semiarid American Southwest. Water Resources Research 36(8): 2233-2247.
42. Shao Y, Leslie LM, Munro RK, Irannejad P, Lyons WF, Morison R, Short D, Wood MS. 1997. Soil moisture prediction over the Australian continent. Meteorology and Atmospheric Physics 63(3-4): 195-215.
43. Sheikh V, Visser S, Stroosnijder L. 2009. A simple model to predict soil moisture: Bridging Event and Continuous Hydrological (BEACH) modelling. Environmental Modelling and Software 24(4): 542-556. DOI: 10.1016/j.envsoft.2008.10.005
44. Simunek J, Sejna M, Saito H, Sakai M, Van Genuchten MT. 2008. The HYDRUS-1D software package for simulating the one-dimensional movement of water, heat, and multiple solutes in variably-saturated media, version 4.0, University of California: California.
45. Sivapalan M, Jeevaraj CG. 1992. Scaling of hydrologic parameterizations, 1. Simple models for the scaling of hydrologic state variables, examples and a case study, Centre for Water Research, University of Western Australia: Nedlands, Western Australia.
46. Soet M, Stricker JNM. 2003. Functional behaviour of pedotransfer functions in soil water flow simulation. Hydrological Processes 17(8): 1659-1670. DOI: 10.1002/hyp.1207
47. Stephenson NL. 1990. Climatic control of vegetation distribution: The role of the water balance. CBCThe American Naturalist 135(5): 649-670.
48. Stratton BT, Sridhar V, Gribb MM, McNamara JP, Narasimhan B. 2009. Modeling the spatially varying water balance processes in a semiarid mountainous watershed of IDAHO. Journal of the American Water Resources Association 45(6): 1390-1408. DOI: 10.1111/j.1752-1688.2009.00371.x
49. Teuling AJ, Troch PA. 2005. Improved understanding of soil moisture variability dynamics. Geophysical Research Letters 32(5): 4. DOI: 10.1029/2004GL021935
50. Vachaud G, Desilans AP, Balabanis P, Vauclin M. 1985. Temporal stability of spatially measured soil water probability density function. Soil Science Society of America Journal 49(4): 822-828.
51. Western AW, Grayson RB, Bloschl G, Willgoose GR, McMahon TA. 1999. Observed spatial organization of soil moisture and its relation to terrain indices. Water Resources Research 35(3): 797-810.
52. Yang ZL, Dickinson RE, Shuttleworth WJ, Shaikh M. 1998. Treatment of soil, vegetation and snow in land surface models: A test of the Biosphere-Atmosphere Transfer Scheme with the HAPEX-MOBILHY, ABRACOS and Russian data. Journal of Hydrology 212-213: 109-127.
53. Zappa M, Gurtz J. 2003. Simulation of soil moisture and evapotranspiration in a soil profile during the 1999 MAP-Riviera campaign. Hydrology and Earth System Sciences 7(6): 903-919.
54. Zhang L, Dawes WR, Hatton TJ, Reece PH, Beale GTH, Packer I. 1999. Estimation of soil moisture and groundwater recharge using the TOPOG_IRM model. Water Resources Research 35(1): 149-161.
55. Zhu L, Chen JM, Qin QM, Li JP, Wang LX. 2009. Optimization of ecosystem model parameters using spatio-temporal soil moisture information. Ecological Modelling 220(18): 2121-2136. DOI: 10.1016/j.ecolmodel.2009.04.042