Computational uncertainty analysis of groundwater recharge in catchment

Ecological Informatics

Volumn 1, Issue 4, 2006, Pages 377-389

  Diodato, Nazzareno ^a   Ceccarelli, Michele ^b  

^a FOOD AND AGRICULTURE ORGANIZATION OF THE UNITED NATIONS   (Italy)

^b UNIVERSITY OF SANNIO   (Italy)

Author keywords

GIS geostatistcs; Groundwater recharge; Probability maps; Soil water balance; Southern Italy

Indexed keywords

CATCHMENT; CLIMATOLOGY; DATA SET; GIS; GROUNDWATER RESOURCE; MAPPING METHOD; MEDITERRANEAN ENVIRONMENT; RECHARGE; SOIL WATER; SPATIAL VARIATION; UNCERTAINTY ANALYSIS; WATER SUPPLY;

CAMPANIA [ITALY]; EURASIA; EUROPE; ITALY; SOUTHERN EUROPE; TAMMARO RIVER;

EID: 37849186889     PISSN: 15749541     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecoinf.2006.02.003     Document Type: Article

References (97)

1. Allen R.G., Pereira L.S., Raes D., and Smith M. Crop evapotranspiration. Guidelines for Computing Crop Water Requirements. Irrigation and Drainage Paper vol. 56 (1998), FAO, Rome
2. Ao T., Yoshitani J., Takeuchi K., Fukami K., Mutsuura T., and Ishidaria H. Effects of sub-basin scale on runoff simulation in distributed hydrological model: BTOPMC. Proceedings of Symposium HS03 Held During IUGG2003 at Sapporo, July 2003, Weather Radar Information and Distributed Hydrological Modelling. IAHS Publ. vol. 282 (2003)
3. Arnold J.G., Muttiah R.S., Srinivasan R., and Allen P.M. Regional estimation of base flow and groundwater recharge in the Upper Mississippi river basin. Journal of Hydrology 227 1-4 (2000) 21-40
4. Aspinall R., and Pearson D. Integrated geographical assessment of environmental condition in water catchment: linking landscape ecology, environmental modelling and GIS. Journal of Environmental Management 59 (2000) 299-319
5. Beekman H.E., and Xu Y. Review of groundwater recharge estimation in arid and semi-arid Southern Africa. In: Xu Y., and Beekman H.E. (Eds). Groundwater Recharge Estimation in Southern African. UNESCO IHP (2003) Series No. 64. 207 pp.
6. Beguería S., Lopez-Moreno J.I., Lorente A., Seeger M., and Garcia-Ruiz J.M. Assessing the effect of climate oscillations and land-use changes on streamflow in the central Spanish Pyrenees. Ambio 32 4 (2003) 283-286
7. Bernert J.A., Eilers J.M., Sullivan T.J., Freemark K.E., and Ribic C. A quantitative method for delineating regions: an example for the western corn belt plains ecoregion of the USA. Environmental Management 21 3 (1997) 405-420
8. Blasi C., Paura B., and Mazzoleni S. Proposta per una regionalizzazione fitoclimatica della Regione Campania. Atti del 2° Colloquio su Approcci Metodologici per la Definizione dell'Ambiente Fisico e Biologico Mediterraneo, Lecce, 15-17 novembre 1988 (1988), Edizioni Orantes 63-82
9. Brye K.R., Norman J.M., Bundy L.G., and Gower S.T. Water-budget valuation of prairie and maize ecosystems. Soil Science Society of America Journal 64 (2000) 715-724
10. Burrough P.A. GIS and geostatistics: essential partners for spatial analysis. Environmental and Ecological Statistics 8 (2001) 361-377
11. Burrough P.A., and McDonnell R.A. Principles of Geographical Information Systems (1998), Oxford University Press, New York 98-161
12. Campling P., Gobin A., and Feyen J. Temporal and spatial rainfall analysis across a humid tropical catchment. Hydrological Processes 15 (2001) 359-375
13. Carey S.K., and Woo M.-k. Spatial variability of hillslope water balance, Wolf Creek basin, subarctic Yukon. Hydrological Processes 15 3 (2001) 113-132
14. Chaubey I., Haan C.T., Salisbury J.M., and Grunwald S. Quantifying model output uncertainty due to spatial variability of rainfall. Journal of the American Water Resources Association 35 (1999) 1113-1123
15. Chen Z., Grasby S.E., and Osadetz K.G. Predicting average annual groundwater levels form climatic variables: an empirical model. Journal of Hydrology 260 1-4 (2002) 102-117
16. Chilès J.P., and Delfiner P. Geostatistics Modeling Spatial Uncertainty (1999), Wiley & Sons 695 pp.
17. Cressie N.A.C. Statistics for Spatial Data (rev. ed.) (1993), J. Wiley & Sons
18. Cressie N. Geostatistics: a tool for environmental modelers. In: Goodchild M.F., Parks B.O., and Steyaert L.T. (Eds). Environmental Modeling with GIS (1993), Oxford University Press, New York 414-421
19. Dalezios N.R., Loukas F., and Bampzelis D. Spatial variability of reference evapotranspiration in Greece. Physics and Chemistry of the Earth 27 (2002) 1031-1038
20. Deirasme J., Humbert J., Drogue G., and Freslon N. Geostatistical interpolation of rainfall in mountainous areas. Proceedings of meeting geoENV III - Geostatistics for Environmental Application (2000), Kluwer Accademic Publisher, Avignone 57-66
21. Diodato N. The influence of topographic co-variables on the spatial variability of precipitation over little regions of complex terrain. International Journal of Limatology 25 3 (2005) 351-363
22. Diodato N., and Ceccarelli M. Multivariate indicator kriging approach using a GIS to classify soil degradation for Mediterranean agricultural lands. Ecological Indicators 4 3 (2004) 177-187
23. Diodato N., and Ceccarelli M. Interpolation processes using multivariate geostatistics for mapping of climatological precipitation mean in the Sannio Mountains (southern Italy). Earth Surface Processes and Landforms 30 3 (2005) 259-268
24. Diodato N., and Ceccarelli M. Environinformatics in ecological risk assessment of agroecosystems pollutant leaching. Stochastic Environmental Research and Risk Assessment 19 (2005) 292-300
25. Dowd P.A. Lognormal kriging - the general case. Mathematical Geology 14 5 (1982) 475-489
26. Drécourt J.P., and Madsen H. Uncertainty estimation in groundwater modelling using Kalman filtering. In: Kovar K., and Hrkal Z. (Eds). Proceedings of the 4th International Conference on Calibration and Reliability in Groundwater Modelling, Prague, Czech Republic. Acta Universitatis Carolinae - Geologica vol. 46 (2/3) (2002) 306-309
27. Droogers P., and Allen R.G. Estimating reference evapotranspiration under inaccurate data conditions. Irrigation and Drainage Systems 16 (2002) 33-45
28. Ersahin S. Comparing ordinary kriging and cokriging to estimate infiltration rate. Soil Science Society of American 67 (2003) 1848-1855
29. Finch J.W. Estimating change in direct groundwater recharge using a spatially distributed soil water balance model. Quarterly Journal of Engineering Geology and Hydrogeology 34 (2001) 71-83
30. Fortin M.J., Dale M.R.T., and ver Hoef J. Spatial analysis in ecology. In: El-Shaarawi A.H., and Piegorsch W.W. (Eds). Encyclopedia of Environmetrics vol. 4 (2002), John Wiley & Sons 2051-2058
31. Gelhar L.W. Stochastic Subsurface Hydrology (1993), Prentice Hall, Englewood Cliffs, N.J. 390 pp.
32. George R.J., Clarke C.J., and Hatton T. Computer-modelled groundwater response to recharge management for dryland salinity control in Western Australia. Advances in Environmental Monitoring and Modelling 2 1 (2001) 3-35
33. Glacken I., and Blackney P. A practitioners implementation of indicator kriging. Proceedings of the Symposium on Beyond Ordinary Kriging, 30th October 1998, Perth Western, Australia (1998) 26-39
34. Gómez-Hernández J.J., and Cassiraga E.F. Incorporating information from a digital elevation model for improving the areal estimation of rainfall. Proceedings of Meeting: GeoENV III - Geostatistics for Environmental Applications (2000), Kluwer Accademic Publisher, Avignone 67-78
35. Goovaerts P. Geostatistics for Natural Resources Evaluation (1997), Oxford University Press, New York 294 pp.
36. Goovaerts P. Geostatistical approaches for incorporating elevation into the spatial interpolation of rainfall. Journal of Hydrology 228 1-2 (2000) 113-129
37. Grismer M.E., Bachman S., and Powers T. A comparison of groundwater recharge estimation methods in a semi-arid, coastal avocado and citrus orchard (Ventura County, California). Hydrological Processes 14 14 (2000) 2527-2543
38. Hargreaves G.H. Defining and using reference evapotranspiration. Journal of Irrigation and Drainage Engineering ASCE 120 6 (1994) 1132-1139
39. Hargreaves G.L., Hargreaves G.H., and Riley J.P. Agricultural benefits for Senegal River basin. Journal of Irrigation and Drainage Engineering ASCE 111 2 (1985) 113-124
40. Heathcote I.W. Integrated Watershed Management Principles and Practices (1998), John Wiley & Sons, New York
41. Hernández M., Miller S.N., Goodrich D.C., Goff B.F., Kepner W.G., Edmonds C.M., and Jones K.B. Modeling runoff response to land cover and rainfall spatial variability in semi-arid watershed. Environmental Monitoring and Assessment 64 (2000) 285-298
42. Houlding S.W. Practical Geostatistcs. Modeling and Spatial Analysis (2000), Springer-Verlag, Berlin 9
43. Isaaks E.H., and Srivastava R.M. An Introduction to Applied Geostatistics (1989), Oxford University Press, New York
44. Jetten V., Govers G., and Hessel R. Erosion models: quality of spatial predictions. Hydrological Processes 17 5 (2003) 887-900
45. Johnston K., Ver Hoef J.M., Krivoruchko K., and Lucas N. Using ArcGis Geostatistical Analyst (2001), ESRI 300 pp.
46. Jones I.C., and Banner J.L. Estimating recharge threshold in tropical karst island aquifers: Barbados, Puerto Rico and Guam. Journal of Hydrology 278 1-4 (2003) 131-143
47. Journel A.G., and Huijbregts C.J. Mining Geostatistics (1978), Academic Press, New York 600 pp.
48. Journel A.G., and Rossi M.E. When Do Need a Trend Model in Kriging?. Mathematical Geology 19 5 (1989) 718-739
49. Kitanidis P.K. Introduction to Geostatistics: Application to Hydrogeology (1997), Cambridge University Press 246 pp.
50. Kommadath A. Estimation of natural ground water recharge. Ground Water and Hydrogeology 51 (2000) 80-91
51. Krivoruchko K. Using linear and non-linear kriging interpolators to produce probability maps. Annual Conference of the International Association for Mathematical Geology, Cancun, Mexico, September IAMG 2001 (2001) 18 pp.
52. Kuo, W.L., Steenhuis, T.S., McCulloch, C.E., Mohler, C.L., Weinstein, D.A., DeGloria, S.D., Swaney, D.P., 2002. Effect of Grid Size on Runnoff and Moisture in a GIS-based Variable-Source-Area Hydrology Model. Availbale online: www.WaterBalanceandETEffectofGridSizeonRunnoffandMoistureinaGIS-basedVariable-Source-AreaHydrologyModel.htm.
53. Leblois, E., Gottschalk, L., Sauquet, E., 2004. Mapping long term estimates for runoff, rainfall and evapotranspiration with respect to hydrographic network structure. Geophysical Research Abstracts 6, 06353 (Available online: http://www.cosis.net/abstracts/EGU04/06353/EGU04-J-06353.pdf?PHPSESSID=6cd0d99224ec20dc4d4375306925bfec).
54. Liang X., and Xie Z. A new surface runoff parametrization with subgride-scale soil heterogeneity for land surface models. Advances in Water Resources 24 (2001) 1173-1193
55. Lohmann D., Lettenmaier D.P., Liang X., Wood E.F., Boone A., Chang S., Chen F., Dai Y., Desborough C., Dickinson R.E., Duan Q., Ek E., Gusev Y.M., Habets F., Irannejad P., Koster R., Mitchell K.E., Nasonova O.N., Noilhan J., Schaake J., Schlosser A., Shao Y., Shmakin A.B., Verseghy D., Warrach K., Wetzel P., Xue Y., Yang Z.L., and Zeng Q.-c. The project for intercomparison of land-surface parameterization schemes PILPS phase 2(c) Red-Arkansas River basin experiment: 3. Spatial and temporal analysis of water fluxes. Global and Planetary Change 19 (1998) 161-179
56. Louie P.Y.T., Hogg W.D., MacKay M.D., Zhang X., and Hopkinson R.F. The water balance climatology of the Mackenzie Basin with reference to the 1994/95 water year. Atmosphere-Ocean 40 2 (2002) 159-180
57. Lu J., Sun G., Amatya D.M., and McNulty S.G. Modeling actual evapotranspiration from forested watersheds across the Southeastern United States. Journal of American Water Resources Association 39 4 (2003) 887-896
58. Magliulo V., d'Andria R., and Rana G. Use of the modified atmometer to estimate reference evapotranspiration in Mediterranean environments. Agricultural Water Management 63 (2003) 1-14
59. Makkawi M.H. Integrating GPR and geostatistical techniques to map the spatial extent of a shallow groundwater system. Journal of Geophysics and Engineering 1 (2004) 56-62
60. Márkus L., Berke O., Kovács J., and Urfer W. Spatial prediction of the intensity of latent effects governing hydrogeological phenomena. Environmetrics 10 (1999) 633-654
61. Martinez-Cob A. Multivariate geostatistical analysis of evapotranspiration and precipitation in mountainous terrain. Journal of Hydrology 174 (1996) 19-35
62. Melesse A.M., Graham W.D., and Jordan J.D. Spatially distributed watershed mapping and modeling: GIS-based storm runoff response and hydrograph analysis: Part 2. Journal of Spatial Hydrology 3 2 (2003)
63. Moges S.A., Katambara Z., and Bashar K. Decision Support System for Estimation of Potential Evapotranspiration in Pangani Basin. Thirdy WaterNet/Warfsa Symposium "Water Demand Management for Sustainable Development", Dares Salaam, 30-31 October 2002 (2002)
64. Nolan B.T., Baehrb A.L., and Kauffmanb L.J. Spatial variability of groundwater recharge and its effect on shallow groundwater quality in southern New Jersey. Soil Science Society of America, Vadose Zone Journal 2 (2003) 677-691
65. Olea R.A. Geostatistics for Engineering and Earth Scientist (1999), Kluwer Acadamic Publishers
66. Olivera F., and Maidment D. Geographical information system (GIS)-based spatially distributed model for runoff routing. Water Resources Research 35 4 (1999) 1155-1164
67. Pardo-Igúzquiza E. Comparison of geostatistical methods for estimating the areal average climatological rainfall mean using data on precipitation and topography. International Journal of Climatology 18 (1998) 1031-1047
68. Pardo-Igúzquiza E., and Dowd P.A. The Second-Order Stationary Universal Kriging Model revisited. Mathematical Geology 30 4 (1998) 347-378
69. Penman H.L. Weather, plant and soil factors in hydrology. Weather 16 (1961) 207-219
70. Ragab R., Finch J., and Harding R. Estimation of groundwater recharge to chalk and sandstone aquifers using simple soil models. Journal of Hydrology 190 (1997) 19-41
71. Renschler C.S. Designing geo-spatial interfaces to scale process models: the GeoWEPP approach. Hydrological Processes 17 (2003) 1005-1017
72. Roads J.O., Chen S.C., Guetter A.K., and Georgakatos K.P. Large-scale aspects of the United States hydrologic cycle. Bulletin of the American Meteorological Society 75 9 (1994) 1589-1610
73. Sankarasubramanian, A.,Vogel, R.M., 2003. Hydroclimatology of the continental United States. Geophysical Reseach Letters 30 (7), 1363, doi:10.1029/2002GL015937.
74. Scanlon B.R., Healy R.W., and Cook P.G. Choosing appropriate techniques for quantifying groundwater recharge. Hydrogeology Journal 10 (2002) 18-39
75. SIMN. Annali Idrologici (1955-1999), Istituto Poligrafico e Zecca dello Stato
76. Singh V.P., and Woolhiser D.A. Mathematical modeling of watershed hydrology. Journal of Hydrologic Engineering 7 4 (2002) 270-292
77. Szlilágyikishné A., Bringmark E., Bringmark L., and Alriksson A. Comparison of ordinary and lognormal kriging on skewed data of total cadmium in forest soils of Sweden. Environmental Monitoring and Assessment 84 (2003) 243-263
78. Sophocleous M.A. Combining the soilwater balance and water-level fluctuation methods to estimate natural ground-water recharge: practical aspects. Journal of Hydrology 124 (1991) 229-241
79. Srivastava R.M. Matheronian geostatistics: where is it go?. Proceedings of Meeting: GeoENV I - Geostatistics for Environmental Applications (1997), Kluwer Accademic Pubblisher, Avignone 53-66
80. Stein A., van Eijnsbergen A.C., and Barendregt L.G. Cokriging nonstationarity data. Mathematical Geology 23 5 (1991) 703-719
81. Stein A., Riley J., and Halberg N. Issues of scale for environmental indicators. Agriculture, Ecosystems and Environment 87 2 (2001) 215-232
82. Sun S., and Deng H. A Study of Rainfall-Runoff Response in a Catchment Using TOPMODEL. Advances in Atmospheric Sciences 21 1 (2004) 87-95
83. Szilagyi J. Vegetation indices to aid areal evapotranspiration estimations. Journal of Hydrologic Engineering 7 5 (2002) 368-372
84. Triantafilis J., Odeh I.O.A., Minasny B., and Mcbratney A.B. Elucidation of physiographic and hydrogeological features of the lower Namoi valley using fuzzy k-means classification of EM34 data. Environmental Modelling and Software 18 (2003) 667-680
85. Vandewiele G.L., Xu C.-Y., and Win N.-L. Methodology and comparative study of monthly water balance models in Belgium, China and Burma. Journal of Hydrology 134 (1992) 315-347
86. Vargas-Guzman J.A., and Dimitrakopoulos R. Successive nonparametric estimation of conditional distributions. Mathematical Geology 35 1 (2003) 39-52
87. Vermeulen P.T.M., Heemink A.W., and Te Stroet C.B.M. Reduced models for linear groundwater flow models using empirical orthogonal functions. Advances in Water Resources 27 (2004) 57-69
88. Wackernagel H. Multivariate Geostatistics: An Introduction with Applications. 3rd edition (2003), Springer-Verlag, Berlin 387 pp.
89. In: Wainwright J., and Mulligan M. (Eds). Environmental Modelling (2004), John Wiley & Sons, Ltd., Chichester
90. Wang X.P., Berndtsson R., Li X.R., and Kang R.S. Water balance change for a re-vegetated xerophyte shrub area. Hydrological Sciences Journal 49 2 (2004) 283-295
91. Webster R. What is kriging?. Asp. Appl. Biol 46 (1996) 57-66
92. Webster R. Statistics to support soil research and their presentation. European Journal of Soil Science 52 (2001) 331-340
93. Webster R., and Oliver M.A. Geostatistics for Environmental Scientist (2001), John Wiley & Sons, Ltd., Chichester
94. Wilson J.P., Mitasova H., and Wright D.J. Water Resource Applications of Geographic Information Systems. URISA Journal 12 2 (2000) 61-79
95. Woods R.A., Sivapalan M., and Robinson J.S. Modeling the spatial variability of subsurface runoff using a topographic index. Water Resources Research 33 5 (1997) 1061-1073
96. Wooldridge S.A., and Kalma J.D. Regional-scale hydrological modelling using multiple parameter landscape zones and a quasi-distributed water balance model. Hydrology and Earth System Sciences 5 1 (2001) 59-74
97. Zhang L., Dawes W.R., and Walker G.R. Response of mean annual evapotranspiration to vegetation changes at catchment scale. Water Resources Research 37 (2001) 701-708