Coupling DSSAT and HYDRUS-1D for simulations of soil water dynamics in the soil-plant-atmosphere system

Boote, K. J., Sau, F., Hoogenboom, G., Jones, J.W., 2008. Experience with Water Balance, Evapotranspiration, and Predictions of Water Stress Effects in the CROPGRO Model. Response of crops to limited water: Understanding and modeling water stress effects on plant growth processes. Advances in Agricultural Systems Modeling Series 1. ASA, CSSA, SSSA, 677 S. Segoe Rd., Madison, WI 53711, USA. pp. 59–103.10.2134/advagricsystmodel1.c3Search in Google Scholar

Boote, K.J., Jones, J.W., Hoogenboom, G., White, J.W., 2010. The role of crop systems simulation in agriculture and environment. Int. J. Agric. Environ. Inf. Syst., 1, 41–54.10.4018/jaeis.2010101303Search in Google Scholar

Bristow, K.L., Hopmans, J.W., Cote, C.M., Charlesworth, P.B., Thorburn, P.J., Cook, F.J., 2002. Development of improved water and nutrient management strategies through strategic modeling. In: Proc. 17th WCSS, Thailand, pp. 14–21.Search in Google Scholar

Dabach, C., Shani, U., Lazarovitch, N., 2015. Optimal tensiometer placement for high-frequency subsurface drip irrigation management in heterogeneous soils. Agric. Water Manag., 152, 91–98.10.1016/j.agwat.2015.01.003Search in Google Scholar

David, O., Markstrom, S.L., Rojas, K.W., Ahuja, L.R., Schneider, I.W., 2002. The Object Modeling System. In: Ahuja, L.R., Ma, L., Howell, T.A. (Eds): Agricultural System Models in Field Research and Technology Transfer. Lewis Publishers, Boca Raton, FL, 317–330.10.1201/9781420032413.ch15Search in Google Scholar

Dokoohaki, H., Gheysari, M., Mousavi, S., Zand-Parsa, S., Miguez, F., Archontoulis, S., Hoogenboom, G., 2016. Coupling and testing a new soil water module in DSSAT CERES-Maize model for maize production under semi-arid condition. Agric. Water Manag., 163, 90–99.10.1016/j.agwat.2015.09.002Search in Google Scholar

Feddes, R. A., Kowalik, P. J., Zaradny, H., 1978. Simulation of field water use and crop yield. In: Simulation Monograph, Pudoc, Wageningen, The Netherlands, pp. 9–30.Search in Google Scholar

Gärdenäs, A.I., Hopmans, J.W., Hanson, B. R., Šimůnek, J., 2005. Two-dimensional modeling of nitrate leaching for various fertigation scenarios under micro-irrigation. Agric. Water Manag., 74, 219–242.10.1016/j.agwat.2004.11.011Search in Google Scholar

Gheysari, M., Mirlatifi, S.M., Homaee, M., Asadi, M.E., Hoogenboom, G., 2009. Nitrate leaching in a silage maize field under different irrigation and nitrogen fertilizer rates. Agric. Water Manag., 96, 946–954.10.1016/j.agwat.2009.01.005Search in Google Scholar

Gijsman, A.J., Jagtap, S.S., Jones, J.W., 2002a. Wading through a swamp of complete confusion: How to choose a method for estimating soil water retention parameters for crop models. Eur. J. Agron., 18, 75–105.10.1016/S1161-0301(02)00098-9Open DOISearch in Google Scholar

Gijsman, A.J., Hoogenboom, G., Parton, W.J., Kerridge, P.C., 2002b. Modifying DSSAT crop models for low-input agricultural systems using a soil organic matter residue module from CENTURY. Agron. J., 94, 462–474.10.2134/agronj2002.4620Search in Google Scholar

Gregersen, J.B., Gijsbers, P.J., Westen, S.J., 2007. OpenMI: open modeling interface. J. Hydroinf., 9, 3, 175–191.10.2166/hydro.2007.023Search in Google Scholar

Groenendyk, D., Thorp, K.R., Ferre, P.A., Crow, W.T., 2012. Testing an Ensemble Kalman Filter for assimilation of soil moisture into HYDRUS 1D and Coupled Crop Model. In: American Geophysical Union, Fall Meeting 2012, Abstract #H33F-1382.Search in Google Scholar

Han, M., Zhao, C., Šimůnek, J., Feng, G., 2015. Evaluating the impact of groundwater on cotton growth and root zone water balance using Hydrus-1D coupled with a crop growth model. Agric. Water Manag., 160, 64–75, DOI: 10.1016/j.agwat.2015.06.028.10.1016/j.agwat.2015.06.028Open DOISearch in Google Scholar

Hanson, B.R., Šimůnek, J., Hopmans, J.W., 2008. Leaching with subsurface drip irrigation under saline, shallow groundwater conditions. Vadose Zone Journal, 7, 2, 810–818, DOI: 10.2136/VZJ2007.0053.10.2136/vzj2007.0053Open DOISearch in Google Scholar

Harbaugh, A.W., Banta, E.R., Hill, M.C., McDonald, M.G., 2000. MODFLOW-2000, the U.S. Geological Survey modular ground-water model user guide to modularization concepts and the ground-water flow process. USGS, Denver, CO.10.3133/ofr200092Search in Google Scholar

Hartmann, A., Šimůnek, J., Aidoo, M.K., Seidel, S. J., Lazarovitch, N., 2017. Modeling root growth as a function of different environmental stresses using HYDRUS. Vadose Zone Journal, 16, DOI: 10.2136/vzj2017.02.0040, (accepted June 13 2017).10.2136/vzj2017.02.0040(132017)Open DOISearch in Google Scholar

Hoogenboom, G., Jones, J.W., Wilkens, P.W., Porter, C.H., Boote, K.J., Hunt, L.A., Singh, U., Lizaso, J.I., White, J.W., Uryasev, O., Ogoshi, R., Koo, J., Shelia, V., Tsuji, V., 2015. Decision Support System for Agrotechnology Transfer (DSSAT) Version 4.6 (www.DSSAT.net). DSSAT Foundation, Prosser, Washington.Search in Google Scholar

Ines, A.V.M., Droogers, P., Makin, I.W., Das Gupta, A., 2001. Crop growth and soil water balance modeling to explore water management options. IWMI Working Paper 22. Colombo, Sri Lanka: International Water Management Institute. 26 p.Search in Google Scholar

Jones, J.W., Hoogenboom, G., Porter, C.H., Boote, K.J., Batchelor, W.D., Hunt, L.A., Wilkens, P.W., Singh, U., Gijsman, A.J., Ritchie, J.T., 2003. DSSAT Cropping System Model. Europ. J. Agron., 18, 235–265.10.1016/S1161-0301(02)00107-7Search in Google Scholar

Kandelous, M.M., Kamai, T., Vrugt, J.A., Šimůnek, J., Hanson, B.R., Hopmans, J.W., 2012. Evaluation of subsurface drip irrigation design and management parameters for alfalfa. Agric. Water Manag., 109, 81–93.10.1016/j.agwat.2012.02.009Search in Google Scholar

Li, Y., Zou, Q., Zhou, J., Zhang, G., Chen, C., Wang, J., 2014. Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions. Ecological Modelling, 291, 15–27.10.1016/j.ecolmodel.2014.07.013Search in Google Scholar

Liu, H.L., Yang, J.Y., Drury, C.F., Reynolds, W.D., Tan, C.S., Bai, Y.L., He, P., Jin, J., Hoogenboom, G., 2010. Using the DSSAT-CERES-Maize model to simulate crop yield and nitrogen cycling in fields under long-term continuous maize production. Nutr. Cycl. Agroecosys., 1–16, DOI: 10.1007/s10705-010-9396-y.10.1007/s10705-010-9396-yOpen DOISearch in Google Scholar

Liu, H.L., Yang, J.Y., Tan, C.S., Drury, C.F., Reynolds, W.D., Zhang, T.Q., Bai, Y.L., Jin, Y.L., He, P., Hoogenboom, G., 2011. Simulating water content, crop yield and nitrate-N loss under free and controlled tile drainage with subsurface irrigation using the DSSAT model. Agric. Water Manage., 98, 1105–1111.10.1016/j.agwat.2011.01.017Search in Google Scholar

Loague, K., Green, R.E., 1991. Statistical and graphical methods for evaluating solute transport models: overview and application. J. Contam. Hydrol., 7, 51–73.10.1016/0169-7722(91)90038-3Search in Google Scholar

Nash, J.E., Sutcliffe, J.V., 1970. River flow forecasting through conceptual models. part I - A discussion of principles. J. Hydrol., 10, 282–290.10.1016/0022-1694(70)90255-6Search in Google Scholar

Mualem, Y., 1976. A new model for predicting the hydraulic conductivity of unsaturated porous media. Water Resources Research, 12, 3, 513-522.10.1029/WR012i003p00513Open DOISearch in Google Scholar

Mullen, J.D., Yu, Y., Hoogenboom, G., 2009. Estimating the demand for irrigation water in a humid climate: A case study from the southeastern United States. Agric. Water Manage., 96, 1421–1428.10.1016/j.agwat.2009.04.003Open DOISearch in Google Scholar

Pachepsky, Y., Guber, A., Jacques, D., Šimůnek, J., van Genuchten, M.Th., Nicholson, T., Cady, R., 2006. Information content and complexity of simulated soil water fluxes. Geoderma, 134, 253–266.10.1016/j.geoderma.2006.03.003Search in Google Scholar

Peña-Haro, S., Zhou, J., Zhang, G.F., Chen, C., Stauffer, F., Kinzelbach W., 2012. A multi-approach framework to couple independent models for simulating the interaction between crop growth and unsaturated-saturated flow processes. In: Seppelt, R., Voinov, A.A., Lange, S., Bankamp D. (Eds.): International Environmental Modelling and Software Society (iEMSs) 2012 International Congress on Environmental Modelling and Software. Managing Resources of a Limited Planet: Pathways and Visions under Uncertainty. Sixth Biennial Meeting, Leipzig, Germany, pp. 1224–1231. http://www.iemss.org/society/index.php/iemss-2012-proceedings. ISBN: 978-88-9035-742-8.Search in Google Scholar

Porter, C.H., Jones, J.W., Hoogenboom, G., Wilkens, P.W., Ritchie, J.T., Pickering, N.B., Boote, K.J., Baer, B., 2004. DSSAT v4 soil water balance module. In: Jones, J.W. et al. (Eds.): Decision support system for agrotechnology transfer Version 4.0, Vol. 4 DSSAT v4: Crop model documentation. Univ. of Hawaii, Honolulu, HI, pp. 1–23.Search in Google Scholar

Priestley, C.H.B., Taylor. R.J., 1972. On the assessment of surface heat and evaporation using large scale parameters. Mon. Weather Rev., 100, 81–92.10.1175/1520-0493(1972)100<0081:OTAOSH>2.3.CO;2Open DOISearch in Google Scholar

Ritchie, J.T., 1972. A model for predicting evaporation from a row crop with incomplete cover. Water Resources Research, 8, 1204–1213.10.1029/WR008i005p01204Search in Google Scholar

Ritchie, J.T., 1981a. Water dynamics in the soil-plantatmosphere. Plants and Soil, 58, 81–96.10.1007/978-94-015-0861-2_4Search in Google Scholar

Ritchie, J.T., 1981b. Soil water availability. Plants and Soil, 58, 327–338.10.1007/BF02180061Search in Google Scholar

Ritchie, J.T., 1985. A user–oriented model of the soil water balance in wheat. p. 293–305. In: Fry, E., Atkin, T.K. (Eds): Wheat Growth and Modeling. NATO-ASI Series, Plenum Press.10.1007/978-1-4899-3665-3_27Search in Google Scholar

Ritchie, J.T., 1998. Soil water balance and plant water stress. In Tsuji, G.Y., Hoogenboom, G., Thornton, P.K. (Eds): Understanding Options of Agricultural Production. Kluwer Academic Publishers and International Consortium for Agricultural Systems Applications, Dordrecht, The Netherlands, pp. 41–54.10.1007/978-94-017-3624-4_3Search in Google Scholar

Ritchie, J.T., Porter, C.H., Judge, J., Jones, W.J., Suleiman, A.A., 2009. Extension of an existing model for soil water evaporation and redistribution under high water content conditions. Soil Sci. Soc. Am. J., 73, 792–801.10.2136/sssaj2007.0325Search in Google Scholar

Sarkar, R., 2009. Use of DSSAT to model cropping systems. CAB Reviews: Perspectives in Agriculture, Veterinary Science, Nutrition and Natural Resources, 4, No. 025.10.1079/PAVSNNR20094025Search in Google Scholar

Saxton, K.E., Rawls, W.J., Romberger, J.S., Papendick, R.I., 1986. Estimating generalized soil–water characteristics from texture. Soil Sci. Soc. Am. J., 50, 1031–1036.10.2136/sssaj1986.03615995005000040039xOpen DOISearch in Google Scholar

Scanlon, B.R., Christman, M., Reedy, R.C., Porro, I., Šimůnek, J., Flerchinger, G.F., 2002. Intercode comparisons for simulating water balance of surficial sediments in semiarid regions. Water Resources Research, 38, 12, 1323, 59.1-59.16. DOI: 10.1029/2001WR001233.10.1029/2001WR001233Open DOISearch in Google Scholar

Seo, H., Šimůnek, J., Poeter, E., 2007. Documentation of the HYDRUS package for MODFLOW-2000, the US Geological Survey modular ground-water model. GWMI 2007-01. Int. Ground Water Modeling Ctr, Colorado School of Mines, Golden, pp. 1–98.Search in Google Scholar

Šimůnek, J., Hopmans, J.W., 2009. Modeling compensated root water and nutrient uptake. Ecological Modeling, 220, 4, 505–521. DOI:10.1016/j.ecolmodel.2008.11.004.10.1016/j.ecolmodel.2008.11.004Open DOISearch in Google Scholar

Šimůnek, J., van Genuchten, M.T., Šejna, M., 2008. Development and applications of the HYDRUS and STANMOD software packages and related codes. Vadose Zone Journal, 7, 2, 587–600. DOI: 10.2136/vzj2007.0077.10.2136/vzj2007.0077Open DOISearch in Google Scholar

Šimůnek, J., van Genuchten, M.Th., Šejna, M., 2016. Recent developments and applications of the HYDRUS computer software packages. Vadose Zone Journal, 15, 7, pp. 25. DOI: 10.2136/vzj2016.04.0033.10.2136/vzj2016.04.0033Open DOISearch in Google Scholar

Sophocleous, M., Koelliker, J.K., Govindaraju, R.S., Birdie, T., Ramireddygari, S.R., Perkins, S.P., 1999. Integrated numerical modeling for basin-wide water management: The case of the Rattlesnake Creek basin in south-central Kansas. Journal of Hydrology, 214, 1–4, 179–196.10.1016/S0022-1694(98)00289-3Search in Google Scholar

Suleiman, A.A., Ritchie J.T., 2003. Modeling soil water redistribution during second-stage evaporation. Soil Sci. Soc. Am. J., 67, 377–386.10.2136/sssaj2003.3770Search in Google Scholar

Twarakavi, N.K.C., Šimůnek, J., Seo, S., 2008. Evaluating interactions between groundwater and vadose zone using the HYDRUS-Based Flow Package for MODFLOW. Vadose Zone Journal, 7, 757–768.10.2136/vzj2007.0082Open DOISearch in Google Scholar

van Genuchten, M. Th., 1980. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci. Soc. Am. J., 44, 892-898.10.2136/sssaj1980.03615995004400050002xOpen DOISearch in Google Scholar

van Walsum, P.E.V., 2011. Influence of feedbacks from simulated crop growth on integrated regional hydrologic simulations under climate scenarios. Hydrol. Earth Syst. Sci. Discuss., 8, 10151–10193.10.5194/hessd-8-10151-2011Search in Google Scholar

Vrugt, J. A., Hopmans, J. W., Šimůnek, J., 2001a. Calibration of a two-dimensional root water uptake model, Soil Science Society of America Journal, 65, 4, 1027–1037.10.2136/sssaj2001.6541027xOpen DOISearch in Google Scholar

Vrugt, J.A., van Wijk, M.T., Hopmans, J.W., Šimůnek, J., 2001b. One-, two-, and three-dimensional root water uptake functions for transient modeling. Water Resources Research, 37, 10, 2457–2470.10.1029/2000WR000027Search in Google Scholar

Wang, J., Huang, G, Zhan, B., Mohanty, P., Zheng, J., Huang, Q., Xu, X., 2014. Evaluation of soil water dynamics and crop yield under furrow irrigation with a two-dimensional flow and crop growth coupled model. Agric. Water Manag., 141, 10–22.10.1016/j.agwat.2014.04.007Search in Google Scholar

Williams, J.R. 1991. Runoff and water erosion. In: Hanks, R.J., Richie, J.T. (Eds): Modeling Soil and Plant Systems. Agronomy Monograph 31. Madison, Wisconsin, USA: American Society of Agronomy, pp. 439–455.Search in Google Scholar

Willmott, C.J., Ackleson, S.G., Davis, R.E., Feddema, J.J., Klink, K.M., Legates, D.R., O'Donnell, J., Rowe, C.M., 1985. Statistics for the evaluation and comparison of models. J. Geophys. Res., 90, 8995–9005.10.1029/JC090iC05p08995Open DOISearch in Google Scholar

Zhou, J., Cheng, G., Li, X., Hu, B. X., Wang, G., 2012. Numerical modeling of wheat irrigation using coupled HYDRUS and WOFOST models. Soil Sci. Soc. Am. J., 76, 2, 648–662. DOI: 10.2136/sssaj2010.0467.10.2136/sssaj2010.0467Open DOISearch in Google Scholar