Influence of ecohydrologic feedbacks from simulated crop growth on integrated regional hydrologic simulations under climate scenarios

Hydrologic climate change modelling is hampered by climate-dependent model parameterizations. To reduce this dependency, we extended the regional hydrologic modelling framework SIMGRO to host a two-way coupling between the soil moisture model MetaSWAP and the crop growth simulation model WOFOST, accounting for ecohydrologic feedbacks in terms of radiation fraction that reaches the soil, crop coefficient, interception fraction of rainfall, interception storage capacity, and root zone depth. Except for the last, these feedbacks are dependent on the leaf area index (LAI). The influence of regional groundwater on crop growth is included via a coupling to MODFLOW. Two versions of the MetaSWAP-WOFOST coupling were set up: one with exogenous vegetation parameters, the "static" model, and one with endogenous crop growth simulation, the "dynamic" model. Parameterization of the static and dynamic models ensured that for the current climate the simulated long-term averages of actual evapotranspiration are the same for both models. Simulations were made for two climate scenarios and two crops: grass and potato. In the dynamic model, higher temperatures in a warm year under the current climate resulted in accelerated crop development, and in the case of potato a shorter growing season, thus partly avoiding the late summer heat. The static model has a higher potential transpiration; depending on the available soil moisture, this translates to a higher actual transpiration. This difference between static and dynamic models is enlarged by climate change in combination with higher CO 2 concentrations. Including the dynamic crop simulation gives for potato (and other annual arable land crops) systematically higher effects on the predicted recharge change due to climate change. Crop yields from soils with poor water retention capacities strongly depend on capillary rise if moisture supply from other sources is limited. Thus, including a crop simulation model in an integrated hydrologic simulation provides a valuable addition for hydrologic modelling as well as for crop modelling.

[1]  P.A.J. van Oort,et al.  Methodologies for analyzing future farming systems in Flevoland as applied within the AgriAdapt project , 2010 .

[2]  M. Wegehenkel,et al.  Modeling of vegetation dynamics in hydrological models for the assessment of the effects of climate change on evapotranspiration and groundwater recharge , 2009 .

[3]  Iwan Supit,et al.  Impact analysis of drought, water excess and salinity on grass production in The Netherlands using historical and future climate data , 2011 .

[4]  J.J.T.I. Boesten,et al.  Simple model for daily evaporation from fallow tilled soil under spring conditions in a temperate climate. , 1986 .

[5]  W. Mauser,et al.  PROMET - large scale distributed hydrological modelling to study the impact of climate change on the water flows of mountain watersheds. , 2009 .

[6]  C. A. van Diepen,et al.  User's guide for the WOFOST 7.1 crop growth simulation model and WOFOST Control Center 1.5. , 1998 .

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

[8]  J. Goudriaan,et al.  ON APPROACHES AND APPLICATIONS OF THE WAGENINGEN CROP MODELS , 2003 .

[9]  J. Wolf,et al.  WOFOST: a simulation model of crop production. , 1989 .

[10]  Arlen W. Harbaugh,et al.  Techniques of water-resources investigations of the U , 1988 .

[11]  Makkink's equation for evapotranspiration applied to unstressed maize , 1998 .

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

[13]  C. A. van Diepen,et al.  Crop production potential of rural areas within the European Communities. IV: Potential, water-limited and actual crop production , 1992 .

[14]  Bart van den Hurk,et al.  Climate Change Scenarios 2006 for the Netherlands , 2006 .

[15]  J. Dam,et al.  Advances of Modeling Water Flow in Variably Saturated Soils with SWAP , 2008 .

[16]  I. Supit,et al.  Predicting national wheat yields using a crop simulation and trend models , 1997 .

[17]  H. Eguchi,et al.  EFFECT OF ROOT TEMPERATURE ON GAS EXCHANGE AND WATER UPTAKE IN INTACT ROOTS OF CUCUMBER PLANTS (CUCUMIS SATIVUS L.) IN HYDROPONICS , 1989 .

[18]  P. V. Walsum,et al.  Quasi Steady‐State Simulation of the Unsaturated Zone in Groundwater Modeling of Lowland Regions , 2008 .

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

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

[21]  J. Arnold,et al.  SWAT2000: current capabilities and research opportunities in applied watershed modelling , 2005 .

[22]  A. Rutter,et al.  A predictive model of rainfall interception in forests, 1. Derivation of the model from observations in a plantation of Corsican pine , 1971 .

[23]  Jos C. van Dam,et al.  Critical soil conditions for oxygen stress to plant roots: Substituting the Feddes-function by a process-based model , 2008 .

[24]  Arlen W. Harbaugh,et al.  A modular three-dimensional finite-difference ground-water flow model , 1984 .

[25]  Joe T. Ritchie,et al.  Model for predicting evaporation from a row crop with incomplete cover , 1972 .

[26]  James L. Wright,et al.  New Evapotranspiration Crop Coefficients , 1982 .

[27]  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 .

[28]  Luis S. Pereira,et al.  FAO-56 Dual Crop Coefficient Method for Estimating Evaporation from Soil and Application Extensions , 2005 .

[29]  Jeffrey G. Arnold,et al.  Soil and Water Assessment Tool Theoretical Documentation Version 2009 , 2011 .

[30]  Christopher M. U. Neale,et al.  Development and validation of canopy reflectance-based crop coefficient for potato , 2007 .

[31]  I. Supit,et al.  System description of the WOFOST 6.0 crop simulation model implemented in CGMS , 1994 .

[32]  I. Calder Evaporation in the Uplands , 1990 .

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

[34]  P.E.V. van Walsum,et al.  Integration of models using shared state variables: Implementation : in the regional hydrologic modelling system SIMGRO , 2011 .