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Linseed as a dual-purpose crop: evaluation of cultivar suitability and analysis of yield determinants

Published online by Cambridge University Press:  10 April 2018

G. Fila ,
M. Bagatta ,
C. Maestrini ,
E. Potenza  and
R. Matteo
G. Fila*
Affiliation:
CREA – Research Centre for Agriculture and Environment, Via di Corticella 133, Bologna I-40128, Italy
M. Bagatta
Affiliation:
CREA – Research Centre for Cereal and Industrial Crops, Via di Corticella 133, Bologna I-40128, Italy
C. Maestrini
Affiliation:
CREA – Research Centre for Agriculture and Environment, Via di Corticella 133, Bologna I-40128, Italy
E. Potenza
Affiliation:
CREA – Research Centre for Cereal and Industrial Crops, Via di Corticella 133, Bologna I-40128, Italy
R. Matteo
Affiliation:
CREA – Research Centre for Cereal and Industrial Crops, Via di Corticella 133, Bologna I-40128, Italy
*
Author for correspondence: G. Fila, E-mail: [email protected]
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Abstract

Linseed is enjoying renewed popularity worldwide thanks to emerging market opportunities for raw material derived from seeds and stems. The dual-purpose cultivation is particularly attractive to growers for its capacity to yield both seed/oil and straw/fibre; however, field-based research is necessary to identify suitable cultivars to meet modern production goals. Under these premises, a 3-year experimental campaign was conducted to evaluate 18 linseed cultivars potentially interesting for dual-purpose cultivation in Northern Italy. Cultivar performance was evaluated in terms of seed, straw and fibre yield, oil composition and stem fibre content. Inter-annual weather variability explained the largest portion of the total variance. However, the ‘cultivar × year’ interaction was not significant except for seed oil content and composition. Stability analysis showed that at least half of the cultivars were unstable for oil content and α-linolenic acid fraction. A Structural Equation Model was developed to investigate causal relationships between the productive performance and factors such as environmental variables, phenological traits, plant size and density. Rainfall was beneficial to seed yield, both before and after flowering, whereas higher post-flowering air temperature had a depressive effect. A higher oil content was favoured by pre-flowering rainfall. Plant height was negatively associated with seed yield and oil content, but it was positively associated with straw and fibre yield. Plant density was critical for fibre yield since below 500 plants/m2 the increased plant branching makes it difficult to extract fibre. Together with plant density, plant height could be used to manipulate the seed/straw ratio according to production goals.

Keywords

Dual-purpose cultivarslinseedrainfallstructural equation modellingtemperature
Type
Crops and Soils Research Paper
Information
The Journal of Agricultural Science , Volume 156 , Issue 2 , March 2018 , pp. 162 - 176
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Copyright
Copyright © Cambridge University Press 2018 

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References

Adugna, W and Labuschagne, MT (2002) Genotype-environment interactions and phenotypic stability analyses of linseed in Ethiopia. Plant Breeding 121, 66–71.Google Scholar
Adugna, W and Labuschagne, MT (2003) Association of linseed characters and its variability in different environments. Journal of Agricultural Science, Cambridge 140, 285–296.Google Scholar
Albrechtsen, RS and Dybing, CD (1973) Influence of seeding rate upon seed and oil yield and their components in flax. Crop Science 13, 277–280.Google Scholar
Angus, JF, Cunningham, RB, Moncur, MW and Mackenzie, DH (1981) Phasic development in field crops I. Thermal response in the seedling phase. Field Crops Research 3, 365–378.Google Scholar
Bargale, PC (1990) Development and testing of a manual flax-scutching machine. Biological Wastes 32, 29–37.CrossRefGoogle Scholar
Baud, S and Lepiniec, L (2010) Physiological and developmental regulation of seed oil production. Progress in Lipid Research 49, 235–249.Google Scholar
Canvin, DT (1965) The effect of temperature on the oil content and fatty acid composition of the oils from several oil seed crops. Canadian Journal of Botany 43, 63–69.CrossRefGoogle Scholar
Casa, R, Russell, G, Lo Cascio, B and Rossini, F (1999) Environmental effects on linseed (Linum usitatissimum L.) yield and growth of flax at different stand densities. European Journal of Agronomy 11, 267–278.Google Scholar
Casa, R, Russell, G and Lo Cascio, B (2000) Estimation of evapotranspiration from a field of linseed in central Italy. Agricultural and Forest Meteorology 104, 289–301.Google Scholar
Cereti, CF, D'Antuono, LF and Rossini, F (1994) Comportamento produttivo di varietà di lino da olio nell'alto Lazio. L'Informatore Agrario 46, 26–28.Google Scholar
Chmielewsky, F-M (2013) Phenology in agriculture and horticulture. In Schwartz, MD (ed.). Phenology: An Integrative Environmental Science, 2nd edn. Dordrecht, The Netherlands: Springer, pp. 539–561.Google Scholar
Conte, LS, Leoni, O, Palmieri, S, Capella, P and Lercker, G (1989) Half-seed analysis: rapid chromatographic determination of the main fatty acids of sunflower seed. Plant Breeding 102, 158–165.Google Scholar
Corino, C, Rossi, R, Cannata, S and Ratti, S (2014) Effect of dietary linseed on the nutritional value and quality of pork and pork products: systematic review and meta-analysis. Meat Science 98, 679–688.Google Scholar
Cremaschi, D, Fontana, F and Maestrini, C (1995) Coltivazione del lino da olio nel Nord Italia. L'Informatore Agrario 42, 27–33.Google Scholar
D'Antuono, LF and Rossini, F (1994) Biologia e tecnica colturale del lino da olio. L'Informatore Agrario 46, 7–10.Google Scholar
D'Antuono, LF and Rossini, F (1995) Experimental estimation of linseed (Linum usitatissimum L.) crop parameters. Industrial Crops and Products 3, 261–271.CrossRefGoogle Scholar
D'Antuono, LF and Rossini, F (2006) Yield potential and ecophysiological traits of the Altamurano linseed (Linum usitatissimum L.), a landrace of southern Italy. Genetic Resources and Crop Evolution 53, 65–75.CrossRefGoogle Scholar
Diederichsen, A and Raney, JP (2006) Seed colour, seed weight and seed oil content in Linum usitatissimum accessions held by Plant Gene Resources of Canada. Plant Breeding 125, 372–377.Google Scholar
Diederichsen, A and Ulrich, A (2009) Variability in stem fibre content and its association with other characteristics in 1177 flax (Linum usitatissimum L.) genebank accessions. Industrial Crops and Products 30, 33–39.Google Scholar
Diepenbrock, W and Pörksen, N (1992) Phenotypic plasticity in growth and yield components of linseed (Linum usitatissimum L.) in response to spacing and N-nutrition. Journal of Agronomy and Crop Science 169, 46–60.Google Scholar
Diepenbrock, WA, Léon, J and Clasen, K (1995) Yielding ability and yield stability of linseed in central Europe. Agronomy Journal 87, 84–88.Google Scholar
Donà Dalle Rose, A (1951). La Linicoltura. I Libri dell'Agricoltore 34. Rome, Italy: Società Editrice Dante Alighieri.Google Scholar
Dybing, CD and Zimmerman, DC (1965) Temperature effects on flax (Linum usitatissimum L.) growth, seed production, and oil quality in controlled environments. Crop Science 5, 184–187.Google Scholar
Dybing, CD and Zimmerman, DC (1966) Fatty acid accumulation in maturing flaxseeds as influenced by environment. Plant Physiology 41, 1465–1470.Google Scholar
Easson, DL and Molloy, RM (2000) A study of the plant, fibre and seed development in flax and linseed (Linum usitatissimum) grown at a range of seed rates. Journal of Agricultural Science, Cambridge 135, 361–369.Google Scholar
Fernandez, GCJ (1991) Analysis of genotype × environment interaction by stability estimates. HortScience 26, 947–950.Google Scholar
Fofana, B, Cloutier, S, Duguid, S, Ching, J and Rampitsch, C (2006) Gene expression of stearoyl-ACP desaturase and Δ12 fatty acid desaturase 2 is modulated during seed development of flax (Linum usitatissimum). Lipids 41, 705–712.Google Scholar
Ford, JH and Zimmerman, DC (1964) Influence of time of flowering on oil content and oil quality of flaxseed. Crop Science 4, 653–656.Google Scholar
Foster, R, Pooni, HS and Mackay, IJ (1997) Quantitative evaluation of Linum usitatissimum varieties for dual-purpose traits. Journal of Agricultural Science, Cambridge 129, 179–185.Google Scholar
Foster, R, Pooni, HS and Mackay, IJ (1998) Quantitative analysis of Linum usitatissimum crosses for dual-purpose traits. Journal of Agricultural Science, Cambridge 131, 285–292.CrossRefGoogle Scholar
Gabiana, C, McKenzie, BA and Hill, GD (2005) The influence of plant population, nitrogen and irrigation on yield and yield components of linseed. Agronomy New Zealand 35, 44–56.Google Scholar
Gallardo, MA, Milisich, HJ, Drago, SR and González, RJ (2014). Effect of cultivars and planting date on yield, oil content, and fatty acid profile of flax varieties (Linum usitatissimum L.). International Journal of Agronomy 2014, 1–7, Article ID 150570. http://dx.doi.org/10.1155/2014/150570.CrossRefGoogle Scholar
Goyal, A, Sharma, V, Upadhyay, N, Gill, S and Sihag, M (2014) Flax and flaxseed oil: an ancient medicine & modern functional food. Journal of Food Science and Technology 51, 1633–1653.Google Scholar
Grace, JB (2006) Structural Equation Modeling and Natural Systems. Cambridge, UK: Cambridge University Press.Google Scholar
Green, AG (1986) Effect of temperature during seed maturation on the oil composition of low-linolenic genotypes of flax. Crop Science 26, 961–965.Google Scholar
Green, AG and Marshall, DR (1981) Variation for oil quantity and quality in linseed (Linum usitatissimum). Australian Journal of Agricultural Research 32, 599–607.Google Scholar
Gubbels, GH and Kenaschuk, EO (1989) Effect of seeding rate on plant and seed characteristics of new flax cultivars. Canadian Journal of Plant Science 69, 791–795.CrossRefGoogle Scholar
Hassan, FU and Leitch, MH (2001) Dry matter accumulation in linseed (Linum usitatissimum L.). Journal of Agronomy and Crop Science 187, 83–87.Google Scholar
Hocking, PJ, Randall, PJ and Pinkerton, A (1987) Mineral nutrition of linseed and fiber flax. Advances in Agronomy 41, 221–296.Google Scholar
Irvine, RB, McConnell, J, Lafond, GP, May, WE, Hultgreen, GE, Ulrich, A, Stonehouse, K, Chalmers, S and Stevenson, FC (2010) Impact of production practices on fiber yield of oilseed flax under Canadian prairie conditions. Canadian Journal of Plant Science 90, 61–70.Google Scholar
ISO (1998) ISO 5508: Animal and Vegetable Fats and Oils – Analysis by Gas Chromatography of Methyl Esters of Fatty Acids, 2nd edn. Geneva, Switzerland: ISO.Google Scholar
Istituto Nazionale di Statistica (2016) Agriculture and Livestock. Annual Survey on in Industrial Crops Production: Year 2016. Rome, Italy: Istituto Nazionale di Statistica. Available at http://agri.istat.it/sag_is_pdwout/jsp/GerarchieTerr.jsp?id=15A|18A|29A&ct=264&an=2016 (Accessed 17 January 2018).Google Scholar
Jhala, AJ and Hall, LM (2010) Flax (Linum usitatissimum L.): current uses and future applications. Australian Journal of Basic and Applied Sciences 4, 4304–4312.Google Scholar
Kenaschuk, EO (1975) Flax breeding and genetics. In Harpiak, JT (ed.) Oilseed and Pulse Crops in Western Canada. Calgary, Alberta, Canada: Western Co-operative Fertilizers, pp. 203–221.Google Scholar
Kline, RB (2011) Principles and Practice of Structural Equation Modeling, 3rd edn. New York: Guilford Press.Google Scholar
Lafond, GP, Irvine, B, Johnston, AM, May, WE, McAndrew, DW, Shirtliffe, SJ and Stevenson, FC (2008) Impact of agronomic factors on seed yield formation and quality in flax. Canadian Journal of Plant Science 88, 485–500.Google Scholar
Lamb, E, Shirtliffe, S and May, W (2011) Structural equation modeling in the plant sciences: an example using yield components in oat. Canadian Journal of Plant Science 91, 603–619.Google Scholar
Lühs, W and Friedt, W (1994) Major oil crops. In Murphy, DJ (ed.) Designer Oil Crops. New York, USA: VCH, pp. 5–71.Google Scholar
Mameli-Calvino, E (1969) Lino. In Calzecchi Onesti A (ed.) Enciclopedia Agraria Italiana, Rome, Italy: Ramo Editoriale degli Agricoltori, vol. 6, pp. 969–979.Google Scholar
Pageau, D and Lajeunesse, J (2011) Effet de la date de semis sur la productivité du lin oléagineux cultivé en climat frais. Canadian Journal of Plant Science 91, 29–35.CrossRefGoogle Scholar
Pillin, I, Kervoelen, A, Bourmaud, A, Goimard, J, Montrelay, N and Baley, C (2011) Could oleaginous flax fibers be used as reinforcement for polymers? Industrial Crops and Products 34, 1556–1563.Google Scholar
R Core Team (2015). R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing.Google Scholar
Rennebaum, H, Grimm, E, Warnstorff, K and Diepenbrock, W (2002) Fibre quality of linseed (Linum usitatissimum L.) and the assessment of genotypes for use of fibres as a by-product. Industrial Crops and Products 16, 201–215.Google Scholar
Rosseel, Y (2012) Lavaan: an R package for structural equation modeling. Journal of Statistical Software 48, 1–36.Google Scholar
Sankari, HS (2000 a) Linseed (Linum usitatissimum L.) cultivars and breeding lines as stem biomass producers. Journal of Agronomy and Crop Science 184, 225–231.Google Scholar
Sankari, HS (2000 b) Bast fibre content, fibre yield and fibre quality of different linseed genotypes. Agricultural and Food Science 9, 79–87.Google Scholar
Sessa, E (1934). Lino. In Gentile, G (ed.). Enciclopedia Italiana di Scienze, Lettere ed Arti. Rome, Italy: Istituto della Enciclopedia Italiana, vol. 21, pp. 216–221.Google Scholar
Shaikh, FG, Gokhale, DN, Rokade, BS and Jadhav, PJ (2009) Effect of sowing date on some growth characters in linseed. Journal of Agrometeorology 11, 203–205.Google Scholar
Shipley, B (2000) Cause and Correlation in Biology: A User's Guide to Path Analysis, Structural Equations and Causal Inference. Cambridge, UK: Cambridge University Press.Google Scholar
Shukla, GK (1972) Some statistical aspects of partitioning genotype-environmental components of variability. Heredity 29, 237–245.Google Scholar
Sierts, HP, Geisler, G, Leon, J and Diepenbrock, W (1987) Stability of yield components from winter oil-seed rape (Brassica napus L.). Journal of Agronomy and Crop Science 158, 107–113.Google Scholar
Singh, KK, Mridula, D, Rehal, J and Barnwal, P (2011) Flaxseed: a potential source of food, feed and fiber. Critical Reviews in Food Science and Nutrition 51, 210–222.Google Scholar
Smith, JM and Froment, MA (1998) A growth stage key for winter linseed (Linum usitatissimum). Annals of Applied Biology 133, 297–306.Google Scholar
Soto-Cerda, B, Diederichsen, A, Ragupathy, R and Cloutier, S (2013) Genetic characterization of a core collection of flax (Linum usitatissimum L.) suitable for association mapping studies and evidence of divergent selection between fiber and linseed types. BMC Plant Biology 13, 78–91. https://doi.org/10.1186/1471-2229-13-78.Google Scholar
Tavarini, S, Angelini, LG, Casadei, N, Spugnoli, P and Lazzeri, L (2016) Agronomical evaluation and chemical characterization of Linum usitatissimum L. as oilseed crop for bio-based products in two environments of Central and Northern Italy. Italian Journal of Agronomy 11, 122–132.Google Scholar
Taylor, BR and Morrice, LAF (1991) Effects of husbandry practices on the seed yield and oil content of linseed in Northern Scotland. Journal of the Science of Food and Agriculture 57, 189–198.Google Scholar
Venturi, G, Amaducci, MT and Cremaschi, D (1994) Lino da olio: i primi risultati del PRisCA. L'Informatore Agrario 46(Supp), 4–6.Google Scholar
Wricke, G (1962) Über eine Methode zur Erfassung der ökologischen Streubreite in Feldversuchen. Zeitschrift für Pflanzenzüchtung 47, 92–96.Google Scholar
Zając, T, Oleksy, A, Klimek-Kopyra, A and Kulig, B (2012) Biological determinants of plant and crop productivity of flax (Linum usitatissimum L.). Acta Agrobotanica 65, 3–14.Google Scholar
Zanetti, F, Monti, A and Berti, MT (2013) Challenges and opportunities for new industrial oilseed crops in EU-27: a review. Industrial Crops and Products 50, 580–595.Google Scholar
Zar, JH (2010) Biostatistical Analysis, 5th edn. Upper Saddle River, NJ, USA: Pearson Prentice Hall.Google Scholar
Zhang, J, Xie, Y, Dang, Z, Wang, L, Li, W, Zhao, W, Zhao, L and Dang, Z (2016) Oil content and fatty acid components of oilseed flax under different environments in China. Agronomy Journal 108, 365–372.Google Scholar
Zuk, M, Richter, D, Matuła, J and Szopa, J (2015) Linseed, the multipurpose plant. Industrial Crops and Products 75, 165–177.Google Scholar