A statistical model to estimate potential yields in Persian walnut (Juglans regia L.)

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Research Paper 01/05/2014
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A statistical model to estimate potential yields in Persian walnut (Juglans regia L.)

Behnam Ojaghloo, Kourosh Vahdati, Reza Amiri, Darab Hassani
J. Biodiv. & Environ. Sci. 4(5), 1-9, May 2014.
Copyright Statement: Copyright 2014; The Author(s).
License: CC BY-NC 4.0

Abstract

Winter and spring frost damage to fruit and nut trees is common so growers are interested in insuring their crop against losses. The purpose of this work was to develop a model that could be used for this purpose in walnut (Juglans regia L.) orchards. During 2010, 40 seedling walnut trees from Koleeim and 39 from Jezla, the two main walnut growing locations of Tarom, in Zanjan province in Iran, ranging in age between 10 and 50 years old, were selected at random. Trunk circumference (TC), trunk cross sectional area (TCA), canopy radius (CR), lateral bud fruiting (LBF), tree growth habit, average annual shoot growth (SHGPY), the ratio of external/internal fruit bearing shoots in the canopy, dichogamy, fruit set in the spring, fruit weight, kernel percentage, and number of fruits per tree, were recorded. Yield per tree was calculated using nut weight and number of nuts per tree. The effect of these traits as independent variables on nut yield as a dependent variable was studied using multiple linear regression models. The data from two sites were used separately and as a pooled set for analysis. Results were validated using a second set of data. The best-fit model employed trunk circumference and lateral bearing percentage as independent variables: Y= (0.12465 * TC) + (1.32889 * LTB),Y= (0.15071 * TC) + (0.55075 * LTB) and Y= (0.14049 * TC) + (0.93873 * LTB).Coefficients of determination were 0.8417, 0.8773, and 0.8526 for the two sites and the pooled data respectively.

Amiri R, Vahdati K, Mozaffari MR, Leslie CA. 2010. Correlations between Some Horticultural Traits in Walnut. Horticultural Sciences 45, 1690– 1694.

Atefi J. 1990. Preliminary research of Persian walnut and correlation between pair characters. Acta Horticulture 284, 97- 104.

Bland JM, Altman DG. 1986. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1, 307- 310.

Faust M. 1989. Physiology of temperate zone fruit trees. Wiley. N.Y.

Fjellstrom RG Parfitt DE. 1994. Walnut (Juglans spp.) genetic diversity determined by restriction fragment length polymorphisms. Genome 37, 690– 700.

Forde HI McGranahan GH. 1996. Walnuts, p. 241– 274. In: Janick, J. and N. Moore (eds.). Fruit breeding.Vol.3, Nuts. John Wiley and Sons, Inc, New York, NY.

Germain E. 1990. Inheritance of late lateral bud fruitfulness in walnut (Juglans regia L.), phenotypic correlation among some traits of the tree. Acta Horticulture. 284, 125- 134.

Hansche PE, Beres V, Forde HI. 1972. Estimation of quantitative genetic properties of walnut and their implications for cultivar improvement. Journal of American Society Horticultural Sciences 97, 279- 285.

Hassani D, Jafaraghaee M, Rezaee R, Eskandari S, Mozaffari MR. 2010a. Determination of the yield potential of walnut trees. Final Report of Project. Seed and Plant Improvement Institute, Karaj, Iran (in Persian).

Hassani D, Dastjerdi R, Jafaraghaee M. 2010b. Guideline for evaluation and determination of factors causing damages in walnut orchards.Final Report of Project. Seed and Plant Improvement Institute, Karaj, Iran (in Persian).

Komanich IG. 1980. Correlation between walnut fruit characters in a seed population. Bull. Academic Science RSS Mold 2, 27– 30.

Kornienko NA. 1974. Types of dichogamy in walnut. P1. Br. Ab. 44, 452.

Loague K, Green RE. 1991. Statistical and graphical methods for evaluating solute transport models: overview and application. Journal of Contaminant Hydrology 7, 51- 73.

Marini RP. 1999. Estimating apple diameter from fruit mass measurements to time thinning sprays. Horticultural Technology 9, 109– 113.

Majacka AD. 1971. Dichogamy and fertility in walnut. P1. Br. Ab. 41, 186.

Miranda C, Royo JB. 2003a. A statistical model to estimate potential yields in peach before bloom. Journal of American Society Horticultural Sciences 128, 297– 301.

Miranda C, Royo JB. 2003b. Statistical model estimates potential yields in pear cultivars ‘Blanquilla’ and ‘Conference’ before bloom. Journal of American Society Horticultural Sciences 128, 454–457. journal.ashspublications.org/content/128/4/452.abst ract

Miranda C, Royo JB.  2004.  Statistical  model estimates potential yields in ‘Golden Delicious’ and Royal Gala’ apples before bloom. Journal of American Society Horticultural Sciences 129, 20–25.

Miranda C, Santesteban LG, Royo JB. 2008, Establishment of a Model to Estimate Crop Load on Japanese Plum (Prunus salicina Lindl.) before Bloom. Acta Horticulture 803, 307- 312.

Myers RH. 1990. Classical and modern regression with applications. 2nd ed. PWSKent, Boston.

Neter J, Kutner MH, Nachtshein CJ. Wasserman W. 1996. Applied linear regression models. 3rd ed. Irwin. Homewood Ill.

Santesteban LG, Miranda C, Royo JB. 2008. Establishment of a Model to Estimate Crop Load on Sweet Cherry (Prunus avium L.) before Bloom. Acta Horticulture 803, 313- 318.

Sharma OC. 1996. Variability in seedling trees of Persian walnut in Solan area of Himachal Pardesh. MSc thesis, Solan UHF University.

Sholokhov LV. 1974. Quality characters of fruit in walnut and correlation between them. Tr. Novocherkas. Inzha Melior. Inta 13, 106– 112.

Solar A, Hudina M, Stampar F. 2001. Relationship between tree architecture, phonological data and generative development in walnut (Juglans regia L.). Acta Horticulture 544, 275– 285.

Soltani A, Robertson MJ, Torabi B, Yousefi-Daz M, Sarparast R. 2006. Modelling seedling emergence in chickpea as influenced by temperature and sowing depth. Agriculture and Forest Meteorology 138, 156– 167.

Vahdati K. 2000. Walnut situation in Iran. Nucis-Newsletter 9, 32– 33.

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