Skip to main content

Modelling to optimize the use of both water and nitrogen by the potato crop

  • Chapter
Potato Ecology And modelling of crops under conditions limiting growth

Part of the book series: Current Issues in Production Ecology ((CIPE,volume 3))

Abstract

This work aims to extend an existing simulation model of water-constrained growth of potato, better to simulate the incidence of constraints in the water supply and to couple that development with a simulation of the requirement for and supply of nitrogen to the growing crop.

In the model, the appearance of roots and their extension growth are calculated using experimentally determined functions of temperature. A distributed root system is simulated by following the growth of all roots individually from their nodes of origin and by arbitrarily stopping growth in a proportion of them, linearly with depth. Water extraction is calculated from the rooted horizons within the soil profile, all of which are potentially allowed to contribute water equally. Water is abstracted in an exponential pattern from a cylinder of influence around each root and the difference between horizons in the calculated water abstraction is set only by the root length density and water content in each.

The method to incorporate this weather-driven model of potato growth with another that quantifies N supply and then to simulate the joint effects of limited water and nitrogen on growth has been described but has still to be implemented. Nitrogen is assumed to be taken up passively in the transpiration stream. An average fresh weight concentration of nitrogen over all the tissues is calculated and this value is used to assess whether the supply of N is sufficient for unrestricted growth. The principal merits of the method proposed are that growth and nitrogen uptake are not directly linked by a regression-type of relation determined a priori in other experiments and that the abstraction of water and nitrogen are not uniquely coupled as the sources of each in the soil are allowed to differ. It is likely that a successful model will include data from crop monitoring as an input, leading to corrective advice, if necessary.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Addiscott T M, Bailey N J, Bland G J, Whitmore A P (1991) Simulation of nitrogen in soil and winter wheat crops: a management model that makes the best use of limited information. Fertilizer Research 27:305–312.

    Article  CAS  Google Scholar 

  • Addiscott T M, Wagenet R J (1985) A simple method for combining soil properties that show variability. Soil Science Society of America Journal 49:1365–1369.

    Article  Google Scholar 

  • Addiscott T M, Whitmore A P (1987) Computer simulation of changes in soil mineral nitrogen and crop nitrogen during autumn, winter and spring. Journal of Agricultural Science, Cambridge 109:141–157.

    Article  Google Scholar 

  • Addiscott T M, Whitmore A P (1991) Simulation of solute leaching in soils of differing permeabilities. Soil Use and Management 7:94–102.

    Article  Google Scholar 

  • AUmaras R R, Nelson W W, Voorhees W B (1975) Soybean and corn rooting in southwestern Minnesota: II. Root distribution and related water inflow. Soil Science Society of America Proceedings 39:771–777.

    Article  Google Scholar 

  • Belmans C, Dekker L W, Bouma J (1982) Obtaining soil physical field data for simulating soil moisture regimes and associated potato growth. Agricultural Water Management 5:319–333.

    Article  Google Scholar 

  • Dewar R C (1993) A root-shoot partitioning model based on carbon-nitrogen-water interactions and Münch phloem flow. Functional Ecology 7:356–368.

    Article  Google Scholar 

  • Ehlers W (1991) Leaf area and transpiration efficiency during different growth stages in oats. Journal of Agricultural Science, Cambridge 116:183–190.

    Article  Google Scholar 

  • Feddes R A, Kowalik P J, Zaradny H (1978) Simulation of Field Water Use and Crop Yield. Simulation Monographs. Pudoc, Wageningen, The Netherlands.

    Google Scholar 

  • Feddes R A, Rijtema P E (1972) Water withdrawal by plant roots. Journal of Hydrology 17:33.

    Article  Google Scholar 

  • Greenwood D J (1982) Modelling of crop response to nitrogen fertilizer. Philosophical Transactions of the Royal Society, London B B296:351–362.

    Google Scholar 

  • Greenwood D J (1986) Prediction of nitrogen and fertilizer needs of arable crops. Advances in Plant Nutrition 2:1–61.

    Google Scholar 

  • Greenwood D J, Lemaire G, Gosse G, Cruz P, Draycott A, Neeteson J J (1990) Decline in percentage N of C3 and C4 crops with increasing plant mass. Annals of Botany 66:425–436.

    CAS  Google Scholar 

  • Greenwood D J, Neeteson J J, Draycott A (1985a) Response of potatoes to N fertilizer: Quantitative relations for components of growth. Plant and Soil 85:163–183.

    Article  CAS  Google Scholar 

  • Greenwood D J, Neeteson J J, Draycott A (1985b) Response of potatoes to N fertilizer: Dynamic model. Plant and Soil 85:185–203.

    Article  CAS  Google Scholar 

  • Greenwood D J, Neeteson J J, Draycott A (1986) Quantitative relationships for the dependence of growth rate of arable crops on their nitrogen content, dry weight and aerial environment. Plant and Soil 91:281–301.

    Article  Google Scholar 

  • Griffiths B S, Robinson D (1992) Root-induced nitrogen mineralisation: A nitrogen balance model. Plant and Soil 139:253–263.

    Article  CAS  Google Scholar 

  • Gu Y, Crawford J W, Peiris D R, Jefferies R A (1994) An approach for treating the uncertainties in the impact of climate change. Environmental Pollution 83:87–93.

    Article  PubMed  CAS  Google Scholar 

  • Hackett C, Rose D A (1972) A model of the extension and branching of a seminal root of barley, and its use in studying relations between root dimensions. Australian Journal of Biological Science 25:669–679.

    Google Scholar 

  • Hamza M A, Aylmore L A G (1992) Soil solute concentration and water-uptake by single lupin and radish plant-roots. 1. Water extraction and solute accumulation. Plant and Soil 145:187–196.

    Article  CAS  Google Scholar 

  • Hillel D, Talpaz H (1976) Simulation of root-growth and its effect on the pattern of soil water uptake by a non-uniform root system. Soil Science 121:307.

    Article  Google Scholar 

  • Jefferies R A (1993) Cultivar responses to water stress in potato: effects of shoot and roots. New Phytologist 123:491–498.

    Article  Google Scholar 

  • Jefferies R A, Heilbronn T D (1991) Water-stress as a constraint on growth in the potato crop. I. Model development. Agricultural and Forest Meteorology 53:185–196.

    Article  Google Scholar 

  • Jefferies R A, Heilbronn T D, MacKerron D K L (1991) Water-stress as a constraint on growth in the potato crop. II. Validation of the model. Agricultural and Forest Meteorology 53:197–205.

    Article  Google Scholar 

  • Johnsson H, Bergstrom L, Jansson P E, Paustian K (1987) Simulated nitrogen dynamics and losses in a layered agricultural soil. Agricultural Ecosystems and Environment 18:333–356.

    Article  Google Scholar 

  • Lesczynski D B, Tanner C B (1976) Seasonal variation of root distribution of irrigated field-grown Russet Burbank potato. American Potato Journal 53:69–78.

    Article  Google Scholar 

  • MacKerron D K L (1987) A weather-driven model of the potential yield in potato and its comparison with achieved yields. Acta Horticulturae 214:85–94.

    Google Scholar 

  • MacKerron D K L, 1992. Agrometeorological Aspects of Forecasting Yield of Potato within the European Community: Commission of the European Communities, Luxembourg, 249pp.

    Google Scholar 

  • MacKerron D K L, Davies H V, Marshall B, Millard P (1990) Optimum nitrogen supply and yield -The crop as an indicator. Pages 135–136 in Abstracts of the 11th Triennial Conference of the European Association for Potato Research.

    Google Scholar 

  • MacKerron D K L, Heilbronn T D, 1985. A method for estimating harvest indices for use in surveys of potato crops. Potato Research 28:279–282.

    Article  Google Scholar 

  • MacKerron D K L, Peng Z Y (1989) Genotypic comparisons of potato root growth and yield in response to drought. Pages 199–206 in Aspects of Applied Biology 22, Roots and the Soil Environment. Association of Applied Biologists, Wellesbourne, UK.

    Google Scholar 

  • MacKerron D K L, Waister P D (1985) A simple model of potato growth and yield. Part I. Model development and sensitivity analysis. Agricultural and Forest Meteorology 34:241–252.

    Article  Google Scholar 

  • MacKerron D K L, Young M W, Davies H V (1993) A method to optimize N-application in relation to soil supply of N, and yield of potato. Plant and Soil 155:139–144.

    Article  Google Scholar 

  • Mackie-Dawson L A, Millard P, Robinson B (1990) Nutrient uptake by potato crops growing on two soils with contrasting physical properties. Plant and Soil 125:159–168.

    Article  CAS  Google Scholar 

  • Millard P, MacKerron D K L (1986) The effects of nitrogen application on growth and nitrogen distribution within the potato canopy. Annals of Applied Biology 109:427–437.

    Article  Google Scholar 

  • Neeteson J J (1989) Effect of reduced fertilizer nitrogen application rates on yield and nitrogen recovery of sugar beet and potatoes. Netherlands Journal of Agricultural Science 37:227–236.

    Google Scholar 

  • Neeteson J J, Greenwood D J, Draycott A (1987) A Dynamic Model to Predict Yield and Optimum Nitrogen Fertiliser Application Rate for Potatoes. The Fertiliser Society of London, London, UK.

    Google Scholar 

  • Neeteson J J, Wadman W P (1987) Assessment of economically optimum application rates of fertilizer N on the basis of response curves. Fertilizer Research 18:37–52.

    Article  Google Scholar 

  • Neeteson J J, Zwetsloot H J C (1989) An analysis of the response of sugar beet and potatoes to fertilizer nitrogen and soil mineral nitrogen. Netherlands Journal of Agricultural Science 37:129–141.

    Google Scholar 

  • Parker C J, Carr M K V, Jarvis N J, Evans M T B, Lee V H (1989) Effects of subsoil loosening and irrigation on soil physical properties, root distribution and water uptake of potatoes. Soil and Tillage Research 13:267–285.

    Article  Google Scholar 

  • Peng Z Y, 1990. MSc Thesis, University of Dundee. The physiological basis of genotypic differences in drought tolerance in potatoes. 141 pp.

    Google Scholar 

  • Porter J R (1993) AFRCWHEAT2: A model of the growth and development of wheat incorporating responses to water and nitrogen. European Journal of Agronomy 2:69–82.

    Google Scholar 

  • Ratliff L F, Ritchie J T, Cassell D K (1983) Field-measured limits of soil water availability as related to laboratory-measured properties. Soil Science Society of America Journal 47:770–775.

    Article  Google Scholar 

  • Sharp R E, Davies W J (1985) Root growth and water uptake by maize plants in drying soil. Journal of Experimental Botany 36:1441–1456.

    Article  Google Scholar 

  • Silim S N, Hebblethwaite P D, Jones C (1992) Irrigation and water use in leafless peas (Pisum sativum). Journal of Agricultural Science, Cambridge 119:211–222.

    Article  Google Scholar 

  • Sinclair T R (1986) Water and nitrogen limitations in soybean grain production. I. Model development. Field Crops Research 15:125–141.

    Article  Google Scholar 

  • Stalham M A (1989) Growth and Water Use of the Potato Variety Record on Contrasting Sites. Ph.D. Thesis, University of Cambridge, Cambridge, UK.

    Google Scholar 

  • Taylor H M, Klepper B (1978) The role of rooting characteristics in the supply of water to plants. Advances in Agronomy 30:99–128.

    Article  Google Scholar 

  • Van Bavel C H M, Ahmed J (1976) Dynamic simulation of water depletion in the root zone. Ecological Modelling 2:189.

    Article  Google Scholar 

  • Vos J, Groenwold J (1986) Root growth of potato crops on a marine-clay soil. Plant and Soil 94:17–33.

    Article  Google Scholar 

  • Vos J, Biemond H (1992) Effects of nitrogen on the development and growth of the potato plant. 1. Leaf appearance, expansion growth, life spans of leaves and stem branching. Annals of Botany 70:27–35.

    CAS  Google Scholar 

  • Vos J, Marshall B (1993) Nitrogen and potato production: Strategies to reduce nitrate leaching. Pages 101–110 in Proceedings 12th Triennial Conference of the EAPR, Paris. EAPR, Paris, France.

    Google Scholar 

  • Wadman W P, Neeteson J J, Zwetsloot H J C, 1990. Development of nitrogen fertilizer recommendations for potatoes and sugar beet on the basis of soil testing. Kali-Briefe 20:171–180.

    Google Scholar 

  • Wheatley R E, Ritz K (1995) The dynamics of mineral nitrogen in soils supporting potato crops. Biology And Fertility Of Soils 19:36–40.

    Article  CAS  Google Scholar 

  • Wraith J M, Baker, J M (1991) High-resolution measurement of root water uptake using automated time-domain reflectometry. Soil Science Society of America Journal 55:928–932.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1995 Springer Science+Business Media Dordrecht

About this chapter

Cite this chapter

MacKerron, D.K.L., Lewis, G.J. (1995). Modelling to optimize the use of both water and nitrogen by the potato crop. In: Haverkort, A.J., MacKerron, D.K.L. (eds) Potato Ecology And modelling of crops under conditions limiting growth. Current Issues in Production Ecology, vol 3. Springer, Dordrecht. https://doi.org/10.1007/978-94-011-0051-9_9

Download citation

  • DOI: https://doi.org/10.1007/978-94-011-0051-9_9

  • Publisher Name: Springer, Dordrecht

  • Print ISBN: 978-94-010-4028-0

  • Online ISBN: 978-94-011-0051-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics