Nonlinear allometric equation for crop response to soil salinity

Автор: Misle E., Kahlaoui B.

Журнал: Журнал стресс-физиологии и биохимии @jspb

Статья в выпуске: 2 т.11, 2015 года.

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Crop response to soil salinity has been extensively studied, from empirical works to modelling approach, being described by different equations, first as a piecewise linear model. The equation employed can differ with actual response, causing miscalculation in practical situations, particularly at the higher extremes of the curve. The aim of this work is to propose a new equation, which allows determining the full response to salinity of plant species and to provide a verification using different experimental data sets. A new nonlinear equation is exposed supported by the allometric approach, in which the allometric exponent is salinity-dependent and decreases with the increase in relative salinity. A conversion procedure of parameters of the threshold-slope model is presented; also, a simple procedure for estimating the maximum salinity (zero-yield point) when data sets are incomplete is exposed. The equation was tested in a wide range of experimental situations, using data sets from published works, as well as new measurements on seed germination. The statistical indicators of quality (R 2, absolute sum of squares and standard deviation of residuals) showed that the equation accurately fits the tested empirical results. The new equation for determining crop response to soil salinity is able to follow the response curve of any crop with remarkable accuracy and flexibility. Remarkable characteristics are: a maximum at minimum salinity, a maximum salinity point can be found (zero-yield) depending on the data sets, and a meaningful inflection point, as well as the two points at which the slope of the curve equals unity, can be found.

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Crop modelling, salinity tolerance, allometry, crop stress, soil salinity

Короткий адрес: https://sciup.org/14323921

IDR: 14323921

Список литературы Nonlinear allometric equation for crop response to soil salinity

  • Alam SM (1999) Nutrient uptake by plants under stress conditions. In: Handbook of plant and crop stress. (eds) Pessarakli, M. 2d Edition. Marcel Deker, Inc., New York
  • Ayers RS, Westcot DW (1985) Water Quality for Agriculture. FAO Irrigation and Drainage Paper 29. Rome
  • Belaqziz R, Romane A, Abbad A (2009) Salt stress effects on germination, growth and essential oil content of an endemic thyme species in Morocco (Thymus maroccanus Ball.). J Appl Sci Res 5: 858-863
  • Bernstein L (1975) Effects of salinity and sodicity on plant growth. Annu Rev Phytopathol 13: 295-312
  • Bonhomme R (2000) Review Bases and limits to using ‘degree.day’ units. Eur J Agron 13: 1-10
  • Chilo G, Vacca Molina M, Carabajal R, Ochoa M (2009) Efecto de la temperatura y salinidad sobre la germinación y crecimiento de plántulas de dos variedades de Chenopodium quinoa. Agriscientia 26: 15-22
  • Díaz-López L, Gimeno V, Lidón V, Simón I, Martínez V, García-Sánchez F (2012) The tolerance of Jatropha curcas seedlings to NaCl: an ecophysiological analysis. Plant Physiol Biochem 54: 34-42
  • El-Dardiry EI (2007) Effect of soil and water salinity on barley grains germination under some amendments. World J Agric Sci 3: 329-338
  • Enquist B (2002) Universal scaling in tree and vascular plant allometry: toward a general quantitative theory linking plant form and function from cells to ecosystems. Tree Physiol 22: 1045-1064
  • Essa TA (2002) Effect of Salinity Stress on Growth and Nutrient Composition of Three Soybean (Glycine max L. Merrill) Cultivars J. Agron & Crop Sci 188: 86-93
  • FAO (2014) Soils Portal. http://www.fao.org/soils-portal/en/. Accessed 4 July 2014
  • Gorai M, Neffati M (2007) Germination responses of Reaumuria vermiculata to salinity and temperature. Ann Appl Biol 151: 53-59
  • Grieve CM, Grattan SR, Maas EV (2012) Plant salt tolerance. In: W.W. Wallender and K.K. Tanji (eds.) ASCE Manual and Reports on Engineering Practice No. 71 Agricultural Salinity Assessment and Management (2nd Ed.). ASCE, Reston, VA. Chapter 13 pp: 405-459
  • Hodge A, Berta G, Doussan C, Merchan F, Crespi M (2009) Plant root growth, architecture and function. Plant Soil 321: 153-187
  • Huxley JS, Teissier G (1936) Terminology of relative growth. Nature 137: 780-781
  • Kahlaoui B, Hachicha M, Rejeb S, Rejeb MN, Hanchi B, Misle E (2011) Effect of saline water on tomato under subsurface drip irrigation: nutritional and foliar aspects. J Soil Sci Plant Nutr 11: 69-86
  • Khan MSA, Hamid A, Salahuddin ABM, Quasem A, Karim MA (1997) Effect of sodium chloride on growth, photosynthesis and mineral ions accumulation of different types of rice (Oryza sativa L.) J. Agron & Crop Sci 179: 149-161
  • Lauchli A, Epstein E (1990) Plant responses to saline and sodic conditions. In K.K Tanji (ed). Agricultural salinity assessment and management. ASCE manuals No,71 pp 113-137 ASCE New York
  • Maas EV, Hoffman GJ (1977) Crop salt tolerance -current assessment. J Irr Drain Div-ASCE 103: 114-134
  • McElgunn JD, Lawrence T (1973) Salinity tolerance of Altai wild rye-grass and other forage grasses. Can J Plant Sci 53: 303-307
  • Misle E (2006) Allometric determination between mineral absorption and biomass in different cultivated species. Lat Am J Agric Environ Sci 33: 67-71
  • Misle E, Garrido E (2008) Determination of crop nutrient accumulation under water or saline stress through an allometric model. In: Proceedings of 17th International Symposium of the International Scientific Centre for Fertilizers (CIEC). El-Fouly MM, Haneklaus S, Hera C, Rietz RM, Schung E, Abdel-Magid, AA (eds). Nov 24-27 2008. CIEC and National Research Center, El-Zaiem Press, Cairo, Egypt, pp 401-409
  • Misle E (2013) Simulating the accumulation of mineral nutrients by crops: an allometric proposal for fertigation. J Plant Nutr 36: 1327-1343
  • Misle E, Kahlaoui B, Hachicha M, Alvarado P (2013) Leaf area estimation in muskmelon by allometry. Photosynthetica 51: 613-620
  • Munns R (2004) Salinity stress and its impact. Plant Stress Website. Blum A (ed). http://www.plantstress.com/Articles/index.asp
  • Munns R, Tester M (2008) Mechanisms of salinity tolerance. Annu Rev Plant Biol 59: 651-81
  • Niklas K (1994) Plant Allometry. (1st ed.) The Univ. of Chicago Press, Chicago
  • Osawa T (1965) Studies on the salt tolerance of vegetable crops with special reference to mineral nutrition. Bull Univ Osaka Prefect, B, 16: 13-57
  • Paliwal KV, Maliwal GL (1975) Effect of salts on the growth and mineral nutrition of cabbage (Brassica oleracea) in soils and sand culture. Proc Indian Natl Sci Acad, B 41: 155-160
  • Pearsall WH (1927) Growth studies. VI. On the relative size of plant organs. Ann Bot 41: 549-556
  • Pessarakli M, Szabolcs I (1999) Soil Salinity and Sodicity as Particular Plant/Crop Stress Factors. In: Pessarakli M (Ed.). Handbook of Plant and Crop Stress 2nd Ed., Revised and Expanded. Marcel Dekker, Inc. New York
  • Rengasamy P (2010). Osmotic and ionic effects of various electrolytes on the growth of wheat. Austr J Soil Res 48: 120-124
  • Royo A, Aragüés R, Playán E, Ortiz R. 2000. Salinity-grain yield response functions of barley cultivars assessed with a drip-injection irrigation system. Soil Sci Soc Am J 64: 359-365
  • Saini GR (1972) Seed germination and salt tolerance of crops in coastal alluvial soils of New Brunswick, Canada. Ecology 53: 524-525
  • Sánchez-Calderón L, Ibarra-Cortés ME, Zepeda-Jazo I (2013) Root Development and Abiotic Stress Adaptation. In: Abiotic Stress -Plant Responses and Applications in Agriculture. Ed. Vahdati K, Leslie C, Publisher: InTech
  • Sen DN, Kasera PK, Mohammed S (2002) Biology and physiology of saline plants. In: Pessarakli M (ed) Handbook of Plant and Crop Physiology. 2d Ed. Revised and Expanded. Marcel Dekker, Inc. New York
  • Shabala S (2000) Ionic and osmotic components of salt stress specifically modulate net ion fluxes from bean leaf mesophyll. Plant Cell Environ 23: 825-837
  • Sharpe PJH, De Michele DW (1977) Reaction kinetics of poikilotherm development. J Theor Biol 64: 649-670
  • Steppuhn H, Wall KG (1997) Grain yields from spring-sown Canadian wheats grown in saline rooting media. Can J Plant Sci 77: 63-68
  • Steppuhn H, van Genuchten MT, Grieve CM (2005) Root-zone salinity. I. Selecting a product-yield index and response functions for crop tolerance. Crop Science 45: 209-220
  • van Genuchten MT (1983) Analyzing crop salt tolerance data: model description and user's manual. Research Report 120. USDA-ARS-USSL, Riverside, California
  • van Genuchten MT, Gupta SK (1993) A reassessment of the crop tolerance response function. J Indian Soc Soil Sci 41: 730-737
  • West G, Brown J, Enquist B (1997) A general model for the origin of allometric scaling laws in biology. Science 276: 122-126
  • Yadav S, Irfan M, Ahmad A, Hayat H (2011) Causes of salinity and plant manifestations to salt stress: A review. J Environ Biol 32: 667-685
  • Yan W, Hunt LA (1999) An equation for modelling the temperature response of plants using only the cardinal temperatures. Ann Bot 84: 607-614
  • Zhang H-X, Tian Y, Zhou D-W, Zheng W, Wang M-L (2012) Research on modeling germination response to salinity of barley seeds. Chinese Journal of Plant Ecology 36: 849-858
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