Skip to main content
Log in

Characterizing root nitrogen uptake of wheat to simulate soil nitrogen dynamics

  • Regular Article
  • Published:
Plant and Soil Aims and scope Submit manuscript

Abstract

Background and aims

Michaelis-Menten (MM) kinetics and a physical–mathematical (PM) model are the popular approaches to describe root N uptake (RNU). This study aimed to examine RNU and compare the two model approaches.

Methods

A hydroponic experiment (Exp.1) investigated the effects of root length, root N mass, transpiration, plant age and solution N concentration on RNU of wheat (Triticum aestivum L. cv. Jingdong 8). The two models were applied to simulate the RNU and soil N dynamics in a soil–wheat system (Exp.2), and the results were compared to the measured data.

Results

Under the hydroponic conditions, RNU was better correlated with root N mass and transpiration than root length. The influences of solution N concentration on RNU rate per root length (MM1) and RNU rate per root N mass (MM2) were described well with MM kinetics. The kinetic parameters for MM1 changed with plant age but the parameters for MM2 were not age dependant. The description of RNU with the PM model was also independent of plant age, and was more reliable when the RNU factor decreased as a power function with the solution N concentration (PM2) than an assumed constant (PM1). In Exp.2, the root mean squared errors between the simulated and measured soil solution N concentration and the relative errors between the simulated and measured N uptake mass for MM kinetics were much larger than those for the PM model.

Conclusions

Both the MM and PM models successfully described RNU under the hydroponic conditions, but the PM model (especially PM2) was more reliable than the MM model in the soil–wheat system.

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

Abbreviations

DAP:

Days after planting

ET:

Evapotranspiration

EP:

Evaporation

TP:

Transpiration

HWHN:

High water and high N supply

HWLN:

High water and low N supply

LWHN:

Low water and high N supply

LWLN:

Low water and low N supply

MM:

Michaelis-Menten

PM:

Physical–mathematical

RL:

Root length

RNM:

Root N mass

RNU:

Root N uptake

RWU:

Root water uptake

References

  • Antonopoulos V, Wyseure G (1998) Modeling of water and nitrogen dynamics on an undisturbed soil and a restored soil after open-cast mining. Agric Water Manag 37:21–40

    Article  Google Scholar 

  • Asseng S, Richter C, Wessolek G (1997) Modelling root growth of wheat as the linkage between crop and soil. Plant Soil 190:267–277

    Article  CAS  Google Scholar 

  • Barber SA (1995) Soil nutrient bioavailability: a mechanistic approach. 2nd ed. John Wiley, New York, pp 69–132

  • Bar-Yosef B (1999) Advances in fertigation. Adv Agron 65:1–75

    Article  Google Scholar 

  • Cabon F, Cirard G, Ledoux E (1991) Modelling of the nitrogen cycle in farm land areas. Fertil Res 27:161–169

    Article  CAS  Google Scholar 

  • Dalton FN, Raats PAC, Gardner WR (1975) Simultaneous uptake of water and solutes by plant roots. Agron J 67:334–339

    Article  CAS  Google Scholar 

  • Darrah PR, Jones DL, Kirk GJD, Roose T (2006) Modelling the rhizosphere: a review of methods for ‘upscaling’ to the whole-plant scale. Eur J Soil Sci 57:13–25

    Article  Google Scholar 

  • Epstein E (1960) Space, barriers, and ion carriers: ion absorption by plants. Am J Bot 47:393–399

    Article  Google Scholar 

  • Epstein E, Bloom AJ (2005) Mineral nutrition of plants: principles and perspectives, 2nd ed. Sinauer, Sunderland

    Google Scholar 

  • Feddes RA, Kowalik PJ, Malinka KK, Zaradny H (1976) Simulation of field water uptake by plants using a soil water dependant root extraction function. J Hydrol 31:13–26

    Article  Google Scholar 

  • Feddes RA, Kowalik P, Zarandy H (1978) Simulation of field water use and crop yield. Pudoc Wageningen, pp189

  • Gao S, Pan W, Koenig RT (1998) Integrated root system age in relation to plant nutrient uptake activity. Agron J 90:505–510

    Article  CAS  Google Scholar 

  • Gardiner DT, Christensen NW, Myrold DD (1990) A comparison of methods for estimating phosphorus uptake kinetics under steady-state conditions. J Plant Nutr 13:1079–1093

    Article  CAS  Google Scholar 

  • Grant RF (1991) The distribution of water and nitrogen in the soil-crop system: a simulation study with validation from a winter wheat field trial. Fertil Res 27:199–213

    Article  CAS  Google Scholar 

  • Hansen S, Jensen HE, Nielsen NE, Svendsen H (1991) Simulation of nitrogen dynamics and biomass production in winter wheat using the Danish simulation model DAISY. Fertil Res 27:245–259

    Article  CAS  Google Scholar 

  • Hopmans JW, Bristow KL (2002) Current capabilities and future needs of root water and nutrient uptake modeling. Adv Agron 77:104–175

    Google Scholar 

  • Ingwersen J, Streck T (2005) A regional-scale study on the crop uptake of cadmium from sandy soils: measurement and modeling. J Environ Qual 34:1026–1035

    Article  PubMed  CAS  Google Scholar 

  • Jones JB Jr (1998) Plant nutrition manual. CRC press, Boca Raton, pp 1–54

    Google Scholar 

  • Jungk AO (2002) Dynamics of nutrient movement at the soil–root interface. In: Waisel Y, Eshel A, Kafkafi U (eds) Plant roots, the hidden half. Marcel Dekker, Inc, New York, pp 587–616

    Google Scholar 

  • Jungk A, Barber SA (1975) Plant age and the phosphorus uptake characteristics of trimmed and untrimmed corn root systems. Plant Soil 42:227–239

    Article  CAS  Google Scholar 

  • Lafolie F (1991) Modelling water flow, nitrogen transport and root uptake including physical non-equilibrium and optimization of the root water potential. Fertil Res 27:215–231

    Article  CAS  Google Scholar 

  • Liu Z, Zhu S, Yuan H (2004) Encyclopedia of water science in China, irrigation and drainage div (in Chinese). China Water Power Press, Beijing, p 87

    Google Scholar 

  • Marschner H (1995) Mineral nutrition of higher plants, 2nd ed. Academic, San Diego

    Google Scholar 

  • Millington RJ, Quirk JM (1961) Permeability of porous solid. Trans Faraday Soc 57:1200–1207

    Article  CAS  Google Scholar 

  • Novák V, Vidovič J (2003) Transpiration and nutrient uptake dynamics in maize (Zea mays L). Ecol Model 166:99–107

    Article  Google Scholar 

  • Nye PH, Marriott FHC (1969) A theoretical study of the distribution of substances around roots resulting from simultaneous diffusion and mass flow. Plant Soil 30:459–472

    Article  Google Scholar 

  • Oscarson P, Ingemarsson B, Larsson CM (1989) Growth and nitrate uptake properties of plants grown at different relative rates of nitrogen supply. II. Activity and affinity of the nitrate uptake system in Pisum and Lemna in relation to nitrogen availability and nitrogen demand. Plant Cell Environ 12:787–794

    Article  Google Scholar 

  • Pate JS, Layzell DB (1981) Carbon and nitrogen partitioning in the whole plant—a thesis based on empirical modeling. In: Beweley JD (ed) Nitrogen and carbon metabolism. Martinus Nijhoff Publishers, Dordrecht, pp 94–127

    Chapter  Google Scholar 

  • Perroux KM, White I (1988) Designs for disc permeameters. Soil Sci Soc Am J 52:1205–1215

    Article  Google Scholar 

  • Pierret A, Moran CJ, Doussan C (2005) Conventional detection methodology is limiting our ability to understand the roles and functions of fine roots. New Phytol 166:967–980

    Article  PubMed  Google Scholar 

  • Rahil MH, Antonopoulos VZ (2007) Simulating soil water flow and nitrogen dynamics in a sunflower field irrigated with reclaimed wastewater. Agric Water Manag 92:142–150

    Article  Google Scholar 

  • Rengel Z (1993) Mechanistic simulation models of nutrient uptake: a review. Plant Soil 152:161–173

    Article  CAS  Google Scholar 

  • Rengel Z, Robinson DL (1989) Competititive Al3+ inhibition of net Mg2+ uptake by intact Lolium multiflorum roots, I, Kinetics. Plant Physiol 91:1407–1413

    Article  PubMed  CAS  Google Scholar 

  • Rengel Z, Robinson DL (1990) Modeling magnesium uptake from an acid soil, I, Nutrient relationships at the soil–root interface. Soil Sci Soc Am J 54:785–791

    Article  CAS  Google Scholar 

  • Robinson D (1986) Limits to nutrient inflow rates in roots and root systems. Plant Physiol 68:551–559

    Article  CAS  Google Scholar 

  • Romano N, Santini A (2002) Water retention and storage: field–field water capacity. In: Dane JH, Topp GC (eds) Methods of soil analysis, Part 4. SSSA Book Ser No 5, SSSA, Madison, pp 723–729

  • Roose T, Fowler AC (2004) A mathematical model for water and nutrient uptake by plant root systems. J Theor Biol 228:173–184

    Article  PubMed  CAS  Google Scholar 

  • Schmied B, Abbaspour K, Schulin R (2000) Inverse estimation of parameters in a nitrogen model using field data. Soil Sci Soc Am J 64:533–542

    Article  CAS  Google Scholar 

  • Schoups G, Hopmans JW (2002) Analytical model for vadose zone solute transport with root water and solute uptake. Vadose Zone J 1:158–171

    CAS  Google Scholar 

  • Selim HM, Iskandar IK (1981) Modeling nitrogen transport and transformations in soils. Soil Sci 131:233–241

    Article  CAS  Google Scholar 

  • Shangguan Z, Shao M, Dyckmans J (2000) Nitrogen nutrition and water stress effects on leaf photosynthetic gas exchange and water use efficiency in winter wheat. Environ Exp Bot 44:141–149

    Article  PubMed  CAS  Google Scholar 

  • Shi J, Zuo Q (2009) Root water uptake and root nitrogen mass of winter wheat and their simulations. Soil Sci Soc Am J 73:1764–1774

    Article  CAS  Google Scholar 

  • Shi J, Zuo Q, Zhang R (2007) An inverse method to estimate the source-sink term in the nitrate transport equation. Soil Sci Soc Am J 71:26–34

    Article  CAS  Google Scholar 

  • Silberbush M (2002) Simulation of ion uptake from the soil. In: Waisel Y, Eshel A, Kafkafi U (eds) Plant roots, the hidden half. Marcel Dekker, Inc, New York, pp 651–661

    Google Scholar 

  • Silberbush M, Ben-Asher J (2001) Simulation study of nutrient uptake by plants from soilless cultures as affected by salinity buildup and transpiration. Plant Soil 233:59–69

    Article  CAS  Google Scholar 

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

    Article  Google Scholar 

  • Slatyer RO (1960) Absorption of water by plants. Bot Rev 26:331–392

    Article  CAS  Google Scholar 

  • Spalding RF, Exner ME (1993) Occurrence of nitrate in groundwater: a review. J Environ Qual 22:392–402

    Article  CAS  Google Scholar 

  • Starrett SK, Christians NE, Austin TA (1996) Comparing dispersivities and soil chloride concentrations of turfgrass-covered undisturbed and disturbed soil columns. J Hydrol 180:21–29

    Article  CAS  Google Scholar 

  • Toride N, Leij FJ, van Genuchten MTh (1995) The CXTFIT code for estimating transport parameters from laboratory or field tracer experiments. Version 2.0 US Salinity Laboratory Res Rep 137, US Salinity, Riverside

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

    Article  Google Scholar 

  • van Genuchten MTh (1987) A numerical model for water and solute movement in and below the root zone. Res Rep 121, USDAARS, US Salinity Laboratory, Riverside

  • Waisel Y, Eshel E, Kafkafi U (2002) Plant roots, the hidden half, 3rd ed. Dekker, New York

    Google Scholar 

  • Watkin EJ, Thomson CJ, Greenway H (1998) Root development and aerenchyma formation in two wheat cultivars and one triticale cultivar grown in stagnant agar and aerated nutrient solution. Ann Bot 81:349–354

    Article  Google Scholar 

  • Wild A, Woodhouse PH, Hooper MJ (1979) A comparison between the uptake of potassium by plants from solutions of constant potassium concentration and during depletion. J Exp Bot 30:697–704

    Article  CAS  Google Scholar 

  • Zhu X, Zuo Q, Shi J (2010) Analyzing soil soluble phosphorus transport with root-phosphorus-uptake applying an inverse method. Agric Water Manag 97:291–299

    Article  Google Scholar 

Download references

Acknowledgements

This research was supported partly by the Non-profit Industry Financial Program of MWR, China (200901083) and the National Natural Science Foundation of China (50809071). This study was partially completed while Jianchu Shi was visiting the Gilat Research Center of Israel’s Agricultural Research Organization. We thank the Agricultural Research Organization/China Scholarship Council Joint Scholarship Scheme for this opportunity.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Qiang Zuo.

Additional information

Responsible Editor: Ad C. Borstlap.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Shi, J., Ben-Gal, A., Yermiyahu, U. et al. Characterizing root nitrogen uptake of wheat to simulate soil nitrogen dynamics. Plant Soil 363, 139–155 (2013). https://doi.org/10.1007/s11104-012-1299-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11104-012-1299-z

Keywords

Navigation