Skip to main content

Advertisement

Log in

Simulation of nitrogen uptake and distribution under furrows and ridges during the maize growth period using HYDRUS-2D

  • Original Paper
  • Published:
Irrigation Science Aims and scope Submit manuscript

Abstract

Simulation of nitrogen (N) uptake during crop growing season is very practical in improving fertilizer management and environmental protection. It is very valuable to have a tool which can perform this simulation in a reliable way. HYDRUS-2D model has widely been used to predict the water flow and fate of nutrients in soil. However, no specific research has been conducted so far to evaluate this model in simulating uptake of different N forms (i.e., nitrate and ammonium) during crop growing season. The objectives of this study were to simulate N uptake and transport under furrows and ridges during the maize growth period using HYDRUS-2D model under different N stresses. Thus, maize was planted with different application rates of urea including 0, 150 and 250 kg N ha−1 over 2015 and 2016 growing seasons. Data from the first and second seasons were applied to calibrate and validate model parameters, respectively. The N uptake, soil water content and nitrate and ammonium concentrations in different depths under furrows and ridges were measured during both seasons. Results indicated appropriate agreement between predicted and measured water content, nitrate and ammonium distribution in soil during the validation stage. The ranges of the normalized root mean square error (NRMSE) for nitrate and ammonium concentrations in soil for all treatments were about 22.28 to 23.36% and 17.06 to 24.79% that implies a fair accuracy of HYDRUS-2D model. In spite of appropriate accuracy in estimating total N uptake at harvest time, the model was not capable to simulate accumulated N uptake with high accuracy (13.82 ≤ NRMSE ≤ 29.53) during the growth periods. Consequently, ignoring some processes such as the active uptake to simplify the simulation caused the model to underestimate N uptake rate during the vegetative stage when the maize reaches its maximum growth rate. In addition, the N uptake was simulated more accurately in the absence of N stress.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  • Abbasi F, Šimůnek J, Feyen J, van Genuchten MT, Shouse PJ (2003a) Simultaneous inverse estimation of soil hydraulic and solute transport parameters from transient field experiments: homogeneous soil. Trans ASAE 46(4):1085–1095

    Google Scholar 

  • Abbasi F, Jacques D, Šimůnek J, Feyen J, van Genuchten MT (2003b) Inverse estimation of the soil hydraulic and solute transport parameters from transient field experiments: heterogeneous soil. Trans ASAE 46(4):1097–1111

    CAS  Google Scholar 

  • Abbasi F, Feyen J, Van Genuchten MT (2004) Two-dimensional simulation of water flow and solute transport below furrows: model calibration and validation. J Hydrol 290(1–2):63–79

    Article  CAS  Google Scholar 

  • Allen RG, Pereira LS, Raes D, Smith M (1998) Crop Evapotranspiration-Guidelines for computing crop water requirements-FAO Irrigation and drainage paper 56. FAO, Rome, 300(9), D05109

  • Blair GJ, Miller MH, Mitchell WA (1970) Nitrate and Ammonium as Sources of Nitrogen for Corn and Their Influence on the Uptake of Other Ions 1. Agron J 62(4):530–532

    Article  CAS  Google Scholar 

  • Bremner JM, Keeney DR (1965) Steam distillation methods for determination of ammonium, nitrate and nitrite. Anal Chim Acta 32:485–495

    Article  CAS  Google Scholar 

  • Crevoisier D, Popova Z, Mailhol JC, Ruelle P (2008) Assessment and simulation of water and nitrogen transfer under furrow irrigation. Agric Water Manag 95(4):354–366

    Article  Google Scholar 

  • Ebrahimian H, Liaghat A, Parsinejad M, Abbasi F, Navabian M (2012) Comparison of one- and two dimensional models to simulate alternate and conventional furrow fertigation. J Irrig Drain Eng 138(10):929–938

    Article  Google Scholar 

  • Ebrahimian H, Liaghat A, Parsinejad M, Playan E, Abbasi F, Navabian M (2013) Simulation of 1D surface and 2D subsurface water flow and nitrate transport in alternate and conventional furrow fertigation. Irrig Sci 31(3):301–316

    Article  Google Scholar 

  • Fang Q, Yu Q, Wang E, Chen Y, Zhang G, Wang J, Li L (2006) Soil nitrate accumulation, leaching and crop nitrogen use as influenced by fertilization and irrigation in an intensive wheat–maize double cropping system in the North China Plain. Plant Soil 284(1–2):335–350

    Article  CAS  Google Scholar 

  • Feddes RA, Kowalik PJ, Zaradny H (1978) Simulation of field water use and crop yield. Wiley, New York

    Google Scholar 

  • Gheysari M, Mirlatifi SM, Bannayan M, Homaee M, Hoogenboom G (2009) Interaction of water and nitrogen on maize grown for silage. Agric Water Manag 96(5):809–821

    Article  Google Scholar 

  • Hanson BR, Šimůnek J, Hopmans JW (2006) Evaluation of urea–ammonium–nitrate fertigation with drip irrigation using numericalmodeling. Agric Water Manag 86(1–2):102–113

    Article  Google Scholar 

  • Horowitz W (1970) Official methods of analysis of the association of official analytical chemists, 11th edn. Association of Official Analytical Chemists, Washington, DC

  • Jamieson PD, Porter JR, Wilson DR (1991) A test of the computer simulation model ARC-WHEAT1 on wheat crops grown in New Zealand. Field Crops Res 27:337–350

    Article  Google Scholar 

  • Klute A (1986) Water retention: laboratory methods. In: Klute A (ed) Methods of soil analysis. Part I: physical and mineralogical methods. ASA and SSSA, Madison, pp 635–662

  • Lemaire G, Gastal F (2008) Quantifying responses of crop species to N nutrition deficiency: improving N use efficiency. In: Sadras VO, Calderini DF (eds) Crop physiology: applications for genetic improvement and agronomy. Academic Press, San Diego, pp 171–211

    Google Scholar 

  • Li WJ, Xia YQ, Ti CP, Yan XY (2011) Evaluation of biological and chemical nitro-gen indices for predicting nitrogen-supplying capacity of paddy soils in the Taihu Lake region, China. Biol Fertil Soils 47:669–678

    Article  CAS  Google Scholar 

  • Li Y, Šimůnek J, Zhang Z, Jing L, Ni L (2015) Evaluation of nitrogen balance in a direct-seeded-rice field experiment using Hydrus-1D. Agric Water Manag 148:213–222

    Article  Google Scholar 

  • Mailhol JC, Crevoisier D, Triki K (2007) Impact of water application conditions on nitrogen leaching under furrow irrigation: experimental and modeling approaches. Agric Water Manag 87(3):275–284

    Article  Google Scholar 

  • Mualem Y (1976) A new model for predicting the hydraulic conductivity of unsaturated porous media. Water Resour Res 12(3):513–522

    Article  Google Scholar 

  • Nakasone H, Abbas MA, Kuroda H (2004) Nitrogen transport and transformation in packed soil columns from paddy fields. Paddy Water Environ 2(3):115–124

    Article  Google Scholar 

  • Nkrumah M, Griffith S, Ahmad N (1989) Lysimeter and field studies on 15N in a tropical soil: II. Transformation of (NH2)2CO-15N in a tropical loam in lysimeter and field plots. Plant Soil 114(1):13–18

    Article  Google Scholar 

  • Phogat V, Mahadevan M, Skewes M, Cox JW (2012) Modelling soil water and salt dynamics under pulsed and continuous surface drip irrigation of almond and implications of system design. Irrig Sci 30(4):315–333

    Article  Google Scholar 

  • Plénet D, Lemaire G (1999) Relationships between dynamics of nitrogen uptake and dry matter accumulation in maize crops determination of critical N concentration. Plant and Soil 216(1–2):65–82

    Article  Google Scholar 

  • Richards LA (1954) Diagnosis and improvement of saline and alkali soils (Agriculture Handbook No. 60). US Department of Agriculture, Washington DC

  • Robbins CW, Carter DL (1980) Nitrate-nitrogen leached below the root zone during and following alfalfa. J Environ Qual 9(3):447–450

    Article  CAS  Google Scholar 

  • Schortemeyer M, Feil B, Stamp P (1993) Root morphology and nitrogen uptake of maize simultaneously supplied with ammonium and nitrate in a split-root system. Ann Bot 72(2):107–115

    Article  CAS  Google Scholar 

  • Sepaskhah AR (2010) Organic agriculture and water and fertilizer productivities. Conference of Organic Agriculture, Academy of Sciences, Tehran (in Persian)

  • Sepaskhah AR, Hosseini SN (2008) Effects of alternate furrow irrigation and nitrogen application rates on yield and water- and nitrogen-use efficiency of winter wheat (Triticum aestivum L.). Plant Prod Sci 11(2):250–259

    Article  CAS  Google Scholar 

  • Šimůnek J, Hopmans JW (2009) Modeling compensated root water and nutrient uptake. Ecol Modell J 220:505–521

    Article  Google Scholar 

  • Šimůnek J, Kodesova R, Gribb MM, van Genuchten MT (1999) Estimating hysteresis in the soil water retention function from cone permeameter experiments. Water Resour Res 35(5):1329–1345

    Article  Google Scholar 

  • Šimůnek J, Van Genuchten MT, Šejna M (2006) The HYDRUS software package for simulating two-and three-dimensional movement of water, heat, and multiple solutes in variably-saturated media. Techn Manual Ver 1:241

    Google Scholar 

  • Šimůnek J, Van Genuchten MT, Sejna M (2008) Development and applications of the HYDRUS and STANMOD software packages, and related codes. Vadose Zone J 7(2):587–600

    Article  CAS  Google Scholar 

  • Šimůnek J, Bristow KL, Helalia SA, Siyal AA (2016) The effect of different fertigation strategies and furrow surface treatments on plant water and nitrogen use. Irrig Sci 34(1):53–69

    Article  Google Scholar 

  • Siyal AA, Bristow KL, Šimůnek J (2012) Minimizing nitrogen leaching from furrow irrigation through novel fertilizer placement and soil surface management strategies. Agric Water Manag 115:242–251

    Article  Google Scholar 

  • Ta CT, Weiland RT (1992) Nitrogen partitioning in maize during ear development. Crop Sci 32(2):443–451

    Article  CAS  Google Scholar 

  • Tafteh A, Sepaskhah AR (2012) Application of HYDRUS-1D model for simulating water and nitrate leaching from continuous and alternate furrow irrigated rapeseed and maize fields. Agric Water Manag 113:19–29

    Article  Google Scholar 

  • Tiercelin JR, Vidal A (2006) Treaty of Irrigation, 2nd edn. Lavoisier, Technique and Documentation, Paris

    Google Scholar 

  • Van Genuchten MT (1980) A closed form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci Soc Am J 44:892–898

    Article  Google Scholar 

  • Wesseling JG, Elbers JA, Kabat P, van den Broek BJ (1991) SWATRE: instructions for input. Internal Note, Winand Staring Centre, Wageningen, The Netherlands. International Waterlogging and Salinity Research Institute, Lahore, Pakistan

  • Wöhling T, Mailhol JC (2007) A physically based coupled model for simulating 1D surface—2D subsurface flow and plant water uptake in irrigation furrows. II: model test and evaluation. J Irrig Drain Eng 133(6):548–558

    Article  Google Scholar 

  • Wöhling T, Schmitz GH (2007) A physically based coupled model for simulating 1D surface—2D subsurface flow and plant water uptake in irrigation furrows. I: model development. J Irrig Drain Eng 133(6):538–547

    Article  Google Scholar 

  • Wylie BK, Shaffer MJ, Brodahl MK, Dubois D, Wagner DG (1994) Predicting spatial distributions of nitrate leaching in northeastern Colorado. J Soil Water Conserv 49:288–293

    Google Scholar 

  • Yin F, Fu B, Mao R (2007) Effect of nitrogen fertilizer application rates on nitrate nitrogen distribution in saline soil in the Hai river basin, china. J Soils Sediments 7(3):136–142

    Article  CAS  Google Scholar 

  • Zerihun D, Sanchez CA, Lazarovitch N, Warrick AW, Clemmens AJ, Bautista E (2014) Modeling flow and solute transport in irrigation furrows. Irrig Drain Syst Eng 3(2):16

    Google Scholar 

  • Zhang X, Wang Q, Xu J, Gilliam FS, Tremblay N, Li C (2015) In situ nitrogen mineralization, nitrification, and ammonia volatilization in maize field fertilized with urea in Huanghuaihai Region of Northern China. PLoS One 10(1):1–15

    Google Scholar 

  • Zhou JB, Xl JG, Chen ZJ, Li SX (2006) Leaching and transformation of nitrogen fertilizer in soil after application of N with irrigation: a soil column method. Pedosphere J 6(2):245–252

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ali Rahimikhoob.

Additional information

Communicated by Y. Li.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ranjbar, A., Rahimikhoob, A., Ebrahimian, H. et al. Simulation of nitrogen uptake and distribution under furrows and ridges during the maize growth period using HYDRUS-2D. Irrig Sci 37, 495–509 (2019). https://doi.org/10.1007/s00271-019-00627-5

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00271-019-00627-5

Navigation