Inserting man’s irrigation and drainage wisdom into soil water flow models and bringing it back out: how far have we progressed?

Half of the world food production originates from irrigated and drained soils. However, the future management of these systems must accept the paradigm shift away from managing abundant water supplies (with focus on conveyance and distribution) and toward the beneficial use of scarce water resources with the emphasis on deficit irrigation, sustainable groundwater exploitation and optimized crop water productivity. Mechanistic computer models – together with economic and social decision rules – have a key role to play in supporting water allocation decisions. Unfortunately, computer models for prediction and better understanding of unsaturated soil water flow processes have low operational focus, especially in many irrigation countries where they are most needed. Advanced models have the potential to contribute to the solution of relatively complex problems, provided that field data are available to calibrate and run them. Calibration techniques, especially with the help of GIS and remote sensing, have progressed rapidly, but the required level of expertise tends to make the application of sophisticated tools highly dependent on modeling experts. The challenge, now, is to reduce the gap between the abundant supply of advanced models and the low demand by the irrigation and drainage community. The likelihood of adoption by a broader user community will increase as models become more user- and data-friendly (or -tolerant) and heterogeneity-aware. The time to formulate and market the unsaturated-zone model as a necessary ingredient to the solution of crop water production problems and the time to equip users around the globe is now

[1]  S. P. Neuman,et al.  Finite element simulation of flow in saturated - unsaturated soils considering water uptake by plants , 1974 .

[2]  R. W. Skaggs,et al.  DRAINMOD-S: Water management model for irrigated arid lands, crop yield and applications , 1995 .

[3]  Nunzio Romano,et al.  Effectiveness of using pedo-transfer functions to quantify the spatial variability of soil water retention characteristics , 1997 .

[4]  S. K. Kamra,et al.  A Semidiscrete Model for Water and Solute Movement in Tile‐Drained Soils: 1. Governing Equations and Solution , 1991 .

[5]  Massimo Menenti,et al.  Management of irrigation schemes in arid countries , 1995 .

[6]  Guido D'Urso,et al.  Physico-empirical approach for mapping soil hydraulic behaviour , 1997 .

[7]  M Smith,et al.  [CROPWAT: a computer program for irrigation planning and management]. [Spanish] , 1992 .

[8]  Wim G.M. Bastiaanssen,et al.  Future water management in Sirsa district: options to improve water productivity , 2003 .

[9]  R. Ragab,et al.  Crop-water-environment models; selected papers to the workshop organized by the ICID Working Group on `Sustainable Crops and Water Use' at the occasion of the 16th Congress of the International Commission on Irrigation and Drainage at Cairo, Egypt , 1996 .

[10]  J. M. Norman,et al.  TESTING OF A WATER LOSS DISTRIBUTION MODEL FOR MOVING SPRINKLER SYSTEMS , 1997 .

[11]  Reinder A. Feddes,et al.  Dynamic land capability model: a case history , 1990 .

[12]  R. Feddes,et al.  Simulation of field water use and crop yield , 1978 .

[13]  Peter Droogers,et al.  Field‐scale modeling to explore salinity problems in irrigated agriculture 1 , 2001 .

[14]  R. K. Jhorar,et al.  Estimation of effective soil hydraulic parameters for water management studies in semi-arid zones. Integral use of modelling, remote sensing and parameter estimation , 2002 .

[15]  Daniel Zimmer,et al.  Parameter sensitivity and field evaluation of SIDRA model , 1995 .

[16]  M. Agarwal,et al.  Towards improved water management in Haryana State; final report of the Indo-Dutch Operational Research Project on Hydrological Studies , 1996 .

[17]  J. Norman SIMULATION OF MICROCLIMATES , 1982 .

[18]  Massimo Menenti,et al.  Using the SIMGRO regional hydrological model to evaluate salinity control measures in an irrigation area , 2002 .

[19]  Edwin T. Engman,et al.  Remote Sensing for Agriculture, Ecosystems and Hydrology III , 1999 .

[20]  Peter Droogers,et al.  Inverse Modeling to Quantify Irrigation System Characteristics and Operational Management , 2002 .

[21]  J. C. van Dam,et al.  Water and salt balances at farmer fields , 2003 .

[22]  J.J.B. Bronswijk,et al.  Modelling soil water dynamics in the unsaturated zone — State of the art , 1988 .

[23]  Abdul Razak Saleh Simulating Surface Runoff Volume inSouthern Louisiana with DRAINMOD1 , 1994 .

[24]  Minjur Dorji INTEGRATION OF SWAP MODEL AND SEBAL FOR EVALUATION OF ON-FARM IRRIGATION SCHEDULING WITH MINIMUM FIELD DATA , 2003 .

[25]  Ian P. King,et al.  Salinity Management Model: I. Development , 1987 .

[26]  R. A. Feddes,et al.  Forecasting Soil-Water-Plant-Atmosphere Interactions in Arid Regions , 1992 .

[27]  Keith Beven,et al.  Conditioning a multiple‐patch SVAT Model using uncertain time‐space estimates of latent heat fluxes as inferred from remotely sensed data , 1999 .

[28]  Peter Droogers,et al.  Simulation modeling at different scales to evaluate the productivity of water , 2001 .

[29]  Peter Droogers,et al.  Inverse modelling in estimating soil hydraulic functions: a Genetic Algorithm approach , 2002 .

[30]  Jean-Pierre Wigneron,et al.  Estimation of Evapotranspiration and Photosynthesis by Assimilation of Remote Sensing Data into SVAT Models , 1999 .

[31]  van den,et al.  Regional water resources management in the Andean region with numerical models and satellite remote sensing; evaluation of users' oriented water application strategies in irrigation schemes (Mendoza, Argentina) using a one-dimensional model of solute and unsaturated water flow , 1997 .

[32]  Wim G.M. Bastiaanssen,et al.  Long-Term Effects of Irrigation Water Conservation on Crop Production and Environment in Semiarid Areas , 2001 .

[33]  Reinder A. Feddes,et al.  Simulation model of the water balance of a cropped soil: SWATRE , 1983 .

[34]  Wim G.M. Bastiaanssen,et al.  Inversely estimating soil hydraulic functions using evapotranspiration fluxes , 2002 .

[35]  M. Menenti,et al.  Indicators of the Seasonal Cycle of Total Dissolved and Adsorbed Salts under Irrigation , 2002 .

[36]  Walter J. Ochs,et al.  Drainage and Agricultural Development , 2000 .

[37]  J. Alcamo,et al.  Global modeling and scenario analysis for the World Commission on Water for the 21st Century , 2017 .

[38]  Peter Droogers,et al.  Exploring basin‐scale salinity problems using a simplified water accounting model: the example of Zayandeh Rud basin, Iran , 2001 .

[39]  HighWire Press Philosophical Transactions of the Royal Society of London , 1781, The London Medical Journal.

[40]  M. H. Broeke,et al.  Irrigation management for optimizing crop production and nitrate leaching on grassland , 2001 .

[41]  H. Zhang,et al.  Water-yield relations and water-use efficiency of winter wheat in the North China Plain , 1999, Irrigation Science.

[42]  W. J. Shuttleworth,et al.  Integration of soil moisture remote sensing and hydrologic modeling using data assimilation , 1998 .

[43]  Richard G. Allen,et al.  U.S. Validation Tests on the SEBAL Model for Evapotranspiration via Satellite , 2003 .

[44]  A. J. Thomasson World map of the status of human-induced soil degradation: L.R. Oldeman, R.T.A. Hakkeling and W.G. Sombroek, Published by the International Soil Reference and Information Centre (ISRIC) and funded by the United Nations Environment Programme (UNEP). 1990. Price US$25.- (unfolded US$20.-) , 1992 .

[45]  E. Noordman,et al.  SEBAL model with remotely sensed data to improve water-resources management under actual field conditions , 2005 .

[46]  James W. Jones,et al.  Modeling Growth, Development, and Yield of Grain Legumes using Soygro, Pnutgro, and Beangro: A Review , 1992 .

[47]  Chris Perry Irrigation reliability and the productivity of water: A proposed methodology using evapotranspiration mapping , 2005 .

[48]  R. W. Skaggs,et al.  Field-evaluation of DRAINMOD for predicting waterlogging intensity and drain performance in South-Western Australia , 1994 .

[49]  Peter Droogers,et al.  Crop growth and soil water balance modeling to explore water management options , 2001 .

[50]  Improvement Symposium on land drainage for salinity control in arid and semi-arid regions, February 25th to March 2nd, 1990, Cairo, Egypt , 1990 .

[51]  G. D. Urso Simulation and management of on-demand irrigation systems: a combined agrohydrological and remote sensing approach , 2001 .

[52]  Anthony Morse,et al.  Application of SEBAL for Western US Water Rights Regulation and Planning , 2003 .

[53]  H. van Keulen,et al.  Modelling of agricultural production: Weather, soils, and crops , 1986 .

[54]  M. De Boodt,et al.  Water saving techniques for plant growth , 1992 .

[55]  Mohamed Salah Ghidaoui,et al.  A Priori Identifiability of Unsaturated Soil Parameters , 2000 .

[56]  G. W. Randall,et al.  Impact of Long-Term Tillage Systems for Continuous Corn on Nitrate Leaching to Tile Drainage , 1995 .

[57]  Laj R. Ahuja,et al.  RZWQM: Simulating the effects of management on water quality and crop production , 1998 .

[58]  K. El-Askari,et al.  CROPWAT for windows version 4.2. user guide , 1992 .

[59]  J. Harte,et al.  Energy and water. , 1978, Science.

[60]  K. H. Hartge,et al.  Feddes, R. A., Kowalik, P. I. und Zaradny, H.: simulation of field water use and crop yield. Pudoc (Centre for agricultural publishing and documentation) Wageningen, Niederlande, 195 Seiten, 13 Abbildungen, Paperback. Preis: hfl 30,– , 1980 .

[61]  William J. Cosgrove,et al.  Making Water Everybody’s Business , 2000 .

[62]  J. Dam,et al.  Water productivity of irrigated crops in Sirsa district, India , 2003 .

[63]  Ximing Cai,et al.  World Water And Food To 2025: Dealing With Scarcity , 2002 .

[64]  H.F.M. ten Berge,et al.  The SAWAH Riceland Hydrology Model , 1995 .

[65]  Reinder A. Feddes,et al.  Evaluating Drainage Design Parameters for the Fourth Drainage Project, Pakistan by using SWAP Model: Part II – Modeling Results , 2000 .

[66]  J. Doorenbos,et al.  Guidelines for predicting crop water requirements , 1977 .

[67]  R. A. Feddes,et al.  Calculation of non-steady flow towards a drain in saturated-unsaturated soil by finite elements , 1979 .

[68]  Michael J. Savage,et al.  The use of a crop simulation model for planning wheat irrigation in Zimbabwe , 1998 .

[69]  Warren Viessman,et al.  Water Management in the Next Century , 1991 .

[70]  Petra Döll,et al.  A digital global map of irrigated areas. , 2000 .

[71]  Guido D'Urso,et al.  Regional application of one-dimensional water flow models for irrigation management , 1999 .

[72]  Pavel Kabat,et al.  SWAPS version 1.0; technical reference manual , 1996 .

[73]  R. Barker,et al.  Water Productivity in Agriculture: Limits and Opportunities for Improvement , 2003 .

[74]  Gaylord V. Skogerboe,et al.  Modeling salt transport in irrigated soils , 1981 .

[75]  Wim G.M. Bastiaanssen,et al.  Distributed agro-hydrological modeling of an irrigation system in western Turkey , 2000 .

[76]  J. C. van Dam,et al.  Field-scale water flow and solute transport: SWAP model concepts, parameter estimation and case studies. , 2000 .

[77]  Joe T. Ritchie,et al.  Soil water balance and plant water stress , 1998 .

[78]  R. Rabbinge,et al.  Simulation and systems management in crop protection , 1989, Plant Growth Regulation.

[79]  N. U. Ahmed,et al.  Relations between evaporation coefficients and vegetation indices studied by model simulations , 1994 .

[80]  Joop G Kroes,et al.  User's guide of SWAP version 2.0 : Simulation of water flow, solute transport and plant growth in the Soil-Water-Atmosphere-Plant environment , 1997 .

[81]  M. Th. van Genuchten,et al.  HYSWASOR — Simulation Model of Hysteretic Water and Solute Transport in the Root Zone , 1993 .

[82]  Mahdi Al-Kaisi,et al.  Evaluation of irrigation scheduling program and spring wheat yield response in southwestern Colorado , 1997 .

[83]  R. A. Feddes,et al.  Linear regression model combined with a soil water balance model to design micro-catchments for water harvesting in arid zones , 1986 .

[84]  M. Kuper,et al.  Irrigation management strategies for improved salinity and sodicity control. , 1997 .

[85]  Stephen Foster,et al.  Groundwater : a threatened resource , 1996 .

[86]  G. M. Pohll,et al.  Modeling Regional Flow and Flow to Drains , 1994 .

[87]  David Seckler,et al.  The concept of efficiency in water resources management and policy , 2003 .

[88]  Klaas Metselaar,et al.  Auditing predictive models : a case study in crop growth , 1999 .

[89]  C. Ottlé,et al.  Future directions for advanced evapotranspiration modeling: Assimilation of remote sensing data into crop simulation models and SVAT models , 2005 .

[90]  G. Hoogenboom,et al.  Understanding Options for Agricultural Production , 1998, Systems Approaches for Sustainable Agricultural Development.

[91]  S. K. Kamra,et al.  Prediction of Long-Term Drainage-Water Salinity of Pipe Drains , 2000 .

[92]  R. W. Skaggs,et al.  A water management model for shallow water table soils , 1978 .

[93]  Shlomo Nir,et al.  NATO ASI Series , 1995 .

[94]  Liu Changming,et al.  Effect of soil water deficit on evapotranspiration, crop yield, and water use efficiency in the North China Plain , 2004 .

[95]  Manfred Owe,et al.  Remote sensing for agriculture, ecosystems, and hydrology VIII : 11-13 September 2006, Stockholm, Sweden , 2004 .

[96]  C. Stöckle,et al.  CropSyst, a cropping systems simulation model , 2003 .

[97]  N. K. Tyagi,et al.  Evapotranspiration and Crop Coefficients of Wheat and Sorghum , 2000 .

[98]  Jean-Pierre Wigneron,et al.  An interactive vegetation SVAT model tested against data from six contrasting sites , 1998 .

[99]  R. Ayers,et al.  Water quality for agriculture , 1976 .

[100]  Elias Fereres,et al.  Can almond trees directly dictate their irrigation needs , 2003 .

[101]  D. Kirkham,et al.  STEADY DRAINAGE OF LAYERED SOILS: I, THEORY , 1971 .

[102]  Keith Beven,et al.  Equifinality and the problem of robust calibration in nitrogen budget simulations , 1999 .

[103]  T. J. Kelleners,et al.  Effluent salinity of pipe drains and tube-wells: a case study from the Indus plain. , 2001 .

[104]  Ramaswamy Sakthivadivel,et al.  Water Accounting to Assess Use and Productivity of Water , 1999 .

[105]  H. Sinoquet,et al.  An overview of the crop model STICS , 2003 .

[106]  S. K. Kamra,et al.  Modeling solute transport in sub-surface drained soil-aquifer system of irrigated lands , 1995 .

[107]  P. D. Laat,et al.  A PSEUDO STEADY-STATE SOLUTION OF WATER MOVEMENT IN THE UNSATURATED ZONE OF THE SOIL , 1976 .

[108]  Wim G.M. Bastiaanssen,et al.  Calibration of effective soil hydraulic parameters of heterogeneous soil profiles , 2004 .

[109]  James L. Fouss,et al.  Simulating subsurface drainage in the lower Mississippi Valley with DRAINMOD. , 1987 .

[110]  R. W. Skaggs,et al.  Comparison of models for subsurface drainage in flat and sloping lands , 1994 .

[111]  Luis A. Garcia,et al.  Irrigation-Drainage Design and Management Model: Validation and Application , 1995 .

[112]  Wim G.M. Bastiaanssen,et al.  Constraints and opportunities for improving irrigation management in a water scarce but waterlogged area in Haryana, India , 1997 .

[113]  Wim G.M. Bastiaanssen,et al.  Irrigation Performance using Hydrological and Remote Sensing Modeling , 2002 .

[114]  H. N. Hayhoe,et al.  Testing and comparison of three unsaturated soil water flow models , 1994 .

[115]  P. Döll,et al.  Development and testing of the WaterGAP 2 global model of water use and availability , 2003 .

[116]  Joginder Singh,et al.  Irrigation planning in cotton through simulation modeling , 1996, Irrigation Science.

[117]  Daniel J. Howes,et al.  Evaporation from Irrigated Agricultural Land in California , 2002 .

[118]  George H. Hargreaves,et al.  Moisture availability and crop production. , 1975 .

[119]  G. P. Merkley,et al.  Decision Support Model for Irrigation Water Management , 1997 .

[120]  Richard G. Allen,et al.  2-D Evaporation and Root Extraction in an FEM , 1992 .

[121]  Warren J. Busscher,et al.  Simulation of Field Water Use and Crop Yield , 1980 .

[122]  A. P. Annan,et al.  Electromagnetic Determination of Soil Water Content: Application of TDR to Field Measurements , 1980 .

[123]  A. P. Annan,et al.  Electromagnetic determination of soil water content: Measurements in coaxial transmission lines , 1980 .

[124]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[125]  Joginder Singh,et al.  Irrigation planning in wheat (Triticum aestivum) under deep water table conditions through simulation modelling , 1997 .

[126]  Dennis L. Corwin,et al.  Assessment of Non-Point Source Pollution in the Vadose Zone , 1999 .

[127]  W. Bastiaanssen,et al.  Data management related to the application of two crop-water-environment- models in Argentina and Egypt , 1996 .

[128]  Boisvert,et al.  Comparison of the versatile soil moisture budget and SWACROP models for a wheat crop in Brazil , 1994 .

[129]  J. Wösten,et al.  The HYPRES database of hydraulic properties of European soils , 2000 .

[130]  Wim G.M. Bastiaanssen,et al.  Sustainable use of groundwater for irrigation: a numerical analysis of the subsoil water fluxes , 2002 .

[131]  C. Ottlé,et al.  Future directions for advanced evapotranspiration modeling: Assimilation of remote sensing data into crop simulation models and SVAT models , 2005 .

[132]  Jose Moreno,et al.  Assessment of inputs to land surface processes models derived from hyperspectral multiangular data , 2002, SPIE Remote Sensing.

[133]  J. Mahfouf,et al.  The ISBA land surface parameterisation scheme , 1996 .

[134]  E. P. Querner,et al.  Description of a regional groundwater flow model SIMGRO and some applications , 1988 .

[135]  J. Porter,et al.  Comparison of the wheat simulation models Afrcwheat2, Ceres-wheat and Swheat for non-limiting conditions of crop growth , 1993 .

[136]  Dan R. Upchurch,et al.  Energy and water balance of a sparse crop: simulated and measured soil and crop evaporation , 1987 .

[137]  Eric F. Wood,et al.  A detailed model for simulation of catchment scale subsurface hydrologic processes , 1993 .

[138]  M. Menenti,et al.  Regional water resources management in the Andean region with numerical models and satellite remote sensing , 1999 .

[139]  Gururaj Hunsigi,et al.  Irrigation and drainage , 2009 .

[140]  Peter Droogers,et al.  Remotely sensed data used for modelling at different hydrological scales , 2002 .

[141]  R. W. Skaggs,et al.  Comparison of Two Drainage Simulation Models Using Field Data , 1989 .

[142]  W. Wallender,et al.  Nutritional water productivity and diets , 2000 .

[143]  J. Goudriaan,et al.  Crop Micrometeorology: A Simulation Study , 1977 .

[144]  R. L. Elliott,et al.  Soil salinity modeling over shallow water tables. II: application of LEACHC. , 2000 .

[145]  J. Doorenbos,et al.  Yield response to water , 1979 .

[146]  R. Feddes,et al.  Salinization and crop transpiration of irrigated fields in Pakistan's Punjab , 1997 .

[147]  L. S. Pereira,et al.  Crop evapotranspiration : guidelines for computing crop water requirements , 1998 .