Abstract
Growth and production in the first year, as additional selection criteria, were assessed for nine poplar clones to be used as short rotation woody crops (SRWC) in the production of biomass for energy purposes. In order to identify the most promising clones in terms of growth and yield and also to assess their stability, trials were established at different locations in Spain. The majority of these clones, which form part of the European list of base materials, have frequently been used in plantations aimed at timber production but not for biomass in Mediterranean conditions. Others, such as those selected in Italy specifically for biomass production (currently provisionally admitted), are being tested for the first time under different soil and climatic conditions in Southwest Europe. The early selection of clones for rapid juvenile growth provides a valuable additional input to the clonal selection process, especially where very short rotations are desired (no more than 3 years). In any case, determining clonal stability in terms of growth is of great use not only when deciding on the clones to be used in plantations but also when developing breeding programs. ANOVA and Genotype plus Genotype × Environment (GGE) biplot analyses were used to analyse the growth and stability of the clones, which were then ranked according to mean performance and stability. Differences were detected between clones as well as between the different environments tested. The biplot analysis allowed different groups of clones to be identified according to their performance and degree of interaction displayed, thus providing useful information for the selection process. The production of aboveground biomass in the first vegetative period ranged from 1.7 to 8.0 Mg DM ha−1 at the different sites. ‘Monviso’, ‘Guardi’, ‘AF2’ and ‘2000 verde’ were the most productive clones whereas ‘Unal’, ‘Pegaso’ and ‘USA 49-177’ were the least productive. The stability analysis identified ‘AF2’, ‘Guardi’, ‘I-214’ and ‘MC’ as more stable clones while ‘Monviso’, ‘2000 verde’, ‘Unal’, ‘Pegaso’ and ‘USA 49-177’ were found to be specifically adapted to certain environments. This implies that where information on site conditions is not available, the ‘AF2’ and ‘Guardi’ clones offer greater assurance of successful establishment and higher initial growth. The growth of ‘Monviso’ ‘2000 verde’ ‘Unal’ ‘Pegaso’ and ‘USA 49-177’ clones is highly dependent on site conditions during the establishment phase. Similarly, the SH (Shore Henares river) and LT (La Tallada) sites were identified as the most highly discriminative environments for the set of clones while CS (Cubo de la Solana) and AR (Atarfe) were identified as those where performance levels were average.
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References
Al Afas N, Marron N, Van Dongen S, Laureysens I, Ceulemans R (2008) Dynamics of biomass production in a poplar coppice culture over three rotations (11 years). For Ecol Manage 255(5–6):1883–1891
Baker RJ (1988) Test for crossover genotype × environment interaction. Can J Plant Sci 68:405–410
Blake T, Bevilacqua E, Melo M (1990) Early selection of fast growing eucalyptus clones and species. IPEF International Piracicaba 1:26–36
Bonari E, Pámpana S (2002) Biomasse Agricola e lignocellulosiche. In: Baldini S (ed) Biomasse agricole e forestali ad uso energético. Allerona (TR), Agra Editrice, Roma, pp 81–97
Broderick NA, Vasquez E, Handelsman J, Raffa KF (2010) Effect of clonal variation among hybrid poplars on susceptibility of gypsy moth (Lepidoptera: Lymantriidae) to Bacillus thuringiensis subsp kurstaki. J Eco Entomol 103(3):718–725
Canham CD, Berkowitz AR, Kelly VR, Lovett GM, Ollinger SV (1996) Biomass allocation and multiple resource limitation in tree seedlings. Can J For Res 26:1521–1530
Ceulemans R, Deraedt W (1999) Production physiology and growth potential of poplars under short-rotation forestry culture. For Ecol Manage 121(1–2):9–23
Ceulemans R, McDonald AJS, Pereira JS (1996) A comparison among eucalypt, poplar and willow characteristics with particular reference to a coppice, growth-modelling approach. Biomass Bioenerg 11(2–3):215–231
De Vries SMG (2000) Red Europea de conservación de recursos genéticos de Populus nigra L. Invest Agr: Sist Recur For, Fuera de Serie 2:39–43
Demeritt ME (1979) Evaluation of early growth among hybrid poplar clonal tests in the Northeastern United States. In: Proceedings of 26th North-Eastern forest tree improvement Conference. University of Park, Pennsylvania pp 133–137
Demeritt ME (1981) Fifty years of hybrid poplar research in the northeast. In: Proceedings of 27th North-Eastern forest tree improvement Conference. University of Vermont, Burlington, VT, 166–183
Dillen SY, Marron N, Bastien C, Ricciotti L, Salani F, Sabatti M, Pinel M, Rae A, Taylor G, Ceulemans R (2007) Effects of environment and progeny on biomass estimations of five hybrid poplar families grown at three contrasting sites across Europe. For Ecol Manage 252(1–3):12–23
Ding MB, Yan W (2007) Application of GGE Biplot analysis to evaluate genotype (G), environment (E) and GxE interaction on Pinus radiata: a case of study. In: Proceeding Austral Asian Forest Genetic Conference. Tasmania, 1–15
Duplessis S, Major I, Martin F, Seguin A (2009) Poplar and pathogen interactions: insights from Populus genome-wide analyses of resistance and defense gene families and gene expression profiling. Crit Rev Plant Sci 28(5):309–334
Ericsson K, Rosenquist H, Nilsson LJ (2009) Energy crop production in the UE. Biomass Bioenerg 33:1577–1586
European Environmental Agency (2008) Short rotation forestry, short rotation coppice and perennial grasses in the European union: Agro-environmental aspects, present use and perspectives. JRC scientific and technical reports 47547
European Union Commission (2009) 5174. National renewable energy action plans under directive 2009/28/EC of the European parliament and of the council http://www.energy.eu/directives/nat-reap.pdf
Fernandez J (2009) Potencial agroenergético de la agricultura española. Ambienta 87:35–46
Gabriel KR (1971) The biplot graphics display of matrices with application to principal component analysis. Biometrika 58:453–467
Grossa J, Cornelius PL, Yan W (2002) Biplots of linear-bilinear models for studying crossover genotype × environment interaction. Crop Sci 42:619–633
Ibáñez MA, Cavanagh MM, Bonamico NC, Di Renzo MA (2006) Análisis gráfico mediante biplot del comportamiento de híbridos de maíz. Ria 35(3):83–93
Kauter D, Lewandowski I, Claupein W (2003) Quantity and quality of harvestable biomass from Populus short rotation coppice for solid fuel use—a review of the physiological basis and management influences. Biomass Bioenerg 24(6):411–427
Kumar D, Singh NB (2001) Age-age correlation for early selection of clones of Populus in India. Silvae Genet 50:103–108
Laureysens I, Bogaert J, Blust R, Ceulemans R (2004) Biomass production of 17 poplar clones in a short-rotation coppice culture on a waste disposal site and its relation to soil characteristics. For Ecol Manage 187(2–3):295–309
Laureysens I, Pellis A, Willems J, Ceulemans R (2005) Growth and production of a short rotation coppice culture of poplar. III. Second rotation results. Biomass Bioenerg 29(1):10–21
Lehtikangas P (2001) Quality properties of pelletized sawdust, logging residues and bark. Biomass Bioenerg 20(5):351–360
Li L, Wu HX (2005) Efficiency of early selection for rotation-aged growth and wood density traits in Pinus radiata. Can J For Res 35:2019–2029
Makeschin F (1999) Short rotation forestry in central and Northern Europe-introduction and conclusions. For Ecol Manage 121:1–7
Mareschi L, Paris P, Sabatti M, Nardin F, Giovanardi R, Manazzone S, Mugnozza GS (2005) Le nuove varieta di pioppo da biomassa garantiscono produtttivita interessanti. Informatore Agrario 61(18):49–53
Marques OG, Andrade HB, Ramalho MAP (1996) Assessment of the early selection efficiency in Eucalyptus cloeziana F.Muell. in the northwest of Minas Gerais state (Brazil). Silvae Genet 45(5–6):359–361
Marron N, Bastien C, Sabatti M, Taylor G, Ceulemans R (2006) Plasticity of growth and sylleptic branchiness in two poplar families grown at three sites across Europe. Tree Physiol 2:935–956
Monclus R, Villar M, Barbaroux C, Bastien C, Fichot R, Delmotte FM, Delay D, Petit JM, Brechet C, Dreyer E, Brignolas F (2009) Productivity, water-use efficiency and tolerance to moderate water deficit correlate in 33 poplar genotypes from a Populus deltoides × Populus trichocarpa F-1 progeny. Tree Physiol 29:1329–1339
Nardin F, Alasia F (2004) Use of selected fast growth poplar trees for a woody biomass production die along Po valley. In: 2nd World conference on biomass for energy, Industry and Climate Protection. Roma, pp 247–249
Paris P, Pisanelli A, Sabatti M, Marreschi L, Cannata F, Scarscia G (2005) Short Rotation Forestry in Italy In: II Sino-Italian workshop on agroforestry Beijing, p 9
Pellis A, Ceulemans R, Laureysens I (2004) Growth and production of a short rotation coppice culture of poplar I. Clonal differences in leaf characteristics in relation to biomass production. Biomass Bioenerg 27(1):9–19
Plan de Fomento Energía Renovable (2004) Instituto para la Diversificación y Ahorro de la Energía IDAE. MITC. pp 347
Pregitzer KS, Dickmann DI, Hendrick R, Nguyen PV (1990) Whole tree carbon and nitrogen partitioning in young hybrid poplars. Tree Physiol 7:79–93
Rae AM, Robinson KM, Street NR, Taylor G (2004) Morphological and physiological traits influencing biomass productivity in short-rotation coppice poplar. Can J For Res 34:1488–1498
SAS Institute Inc. (2004) SASA/ETS® 9.1.2. User’s guide. SAS Institute Inc, Cary, USA
Scarascia-Mugnozza GE, Ceulemans R, Heilman PE, Isebrands JG, Stettler RF, Hinckey TM (1997) Production physiology and morphology of Populus species and their hybrids grown under short rotation. II. Biomass components and harvest index of hybrid and parental species clones. Can J For Res 27:285–294
Sixto H, Hernández MJ, Barrio M, Carrasco J, Cañellas I (2007a) Plantaciones del género Populus para la producción de biomasa con fines energéticos. Invest Agr: Sist Recur For 16(3):277–294
Sixto H, Barrio M, Aranda I (2007b) Evaluación de criterios para la selección de clones de chopo como productores de biomasa. In: XVII Reunión Nacional de la Sociedad Española de Fisiología Vegetal y X Congreso Hispano-Luso, pp 439–440
Sixto H, Montoto JL. Cañellas I, Hernández MJ, Barrio M (2007c) Evolución de la producción de biomasa energética en clones de chopo durante el 1° periodo vegetativo. Cuad Soc Esp Cie For 23:245–250
Stanton B (2001) Clonal variation in basal area patterns during stand development in hybrid poplar. Can J For Res 31:2059–2066
Stettler RF, Bradshaw HD, Zsuffa L (1992) The role of genetic improvement in short rotation forestry. In: Mitchell CP, Ford JB, Hinckley T, Sennerby L (eds) Ecophysiology of short rotation forest crops. Elsevier Science Publication, New York, pp 285–308
Stolarski M, Szczukowskia S, Tworkowski J, Klasa A (2008) Productivity of seven clones of willow coppice in annual and quadrennial cutting cycles. Biomass Bioenerg 32(12):1227–1234
Strobl SA (1988) A decade of clone-site testing in Easter Ontario. In: Barkeley BA and Vey GMc (eds) Poplar Culture to the year 2000. Proceedings Poplar Councils of the United States and Canada joint meeting, 22–24 June 1987, New York/Ontario pp 29–40
Sultan SE (1995) Phenotypic plasticity and plant adaptation. Acta Bot Neer 44:363–383
Tharakan PJ, Abrahamson LP, Isebrands JG, Robison DJ (1998) First year growth and development of willow and poplar bioenergy crops as related to foliar characteristics. Proceedings of Bioenergy 98 Madison, Wisconsin October 4–8, pp 1170–1181
Tharakan PJ, Robison DJ, Abrahamson LP, Nowak CA (2001) Multivariate approach for integrated evaluation of clonal biomass production potential. Biomass Bioenerg 21(4):237–247
Tharakan PJ, Volk TA, Abrahamson LP, White EH (2003) Energy feedstock characteristics of willow and hybrid poplar clones at harvest age. Biomass Bioenerg 25(6):571–580
Tullus A, Tullus H, Soo T, Pärn L (2009) Above-ground biomass characteristic of young hybrid aspen (Populus tremula L. × P. tremuloides Michx.) plantations on former agricultural land in Estonia. Biomass Bioenerg 33:1617–1625
West-Eberhard MJ (2003) Developmental plasticity and developmental plasticity and evolution. Oxford University Press, New York ISBN 978-0195122350
Wullschleger SD, Yin TM, Difazio SP, Tschaplinski TJ, Gunter LE, Davis MF, Tuskan GA (2005) Phenotypic variation in growth and biomass distribution for two advanced-generation pedigrees of hybrid poplar. Can J For Res 35:1779–1789
Yan W (2002) Singular value partitioning in biplot analysis of multi-environment trial data. Agron J 94:990–996
Yan W, Kang MS (2002) GGE biplot analysis: a graphical tool for breeders, geneticists and agronomists. CRC Press, Boca Raton, FL
Yu Q, Tigerstedt PMA, Haappened M (2001) Growth and phenology of hybrid aspen clones (Populus tremula L. × Populus tremuloides Michx.). Silva Fen 35(1):15–25
Acknowledgments
This work has been supported by RTA project 00182.02.01 and has been co-financed with funds from FEDER. The authors wish to thank J. Rueda, J. L. García Caballero and A. Ramos for maintaining the trials and the research support staff, J. L. Montoto, P. de la Iglesia and J. Perez, for their dedication and efficiency in the data collection process. We also wish to thank Adam Collins for checking the English version of this article.
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Sixto, H., Salvia, J., Barrio, M. et al. Genetic variation and genotype-environment interactions in short rotation Populus plantations in southern Europe. New Forests 42, 163–177 (2011). https://doi.org/10.1007/s11056-010-9244-6
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DOI: https://doi.org/10.1007/s11056-010-9244-6