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Articles

A user-driven, reduced whole-stand growth model for major hybrid poplar clones in Spain

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Pages 329-343 | Received 24 Jul 2022, Accepted 09 Jun 2023, Published online: 27 Jun 2023

References

  • Allen IIMG, Antón-Fernández C, Astrup R. 2020. A stand-level growth and yield model for thinned and unthinned managed Norway spruce forests in Norway. Scand J Forest Res. 35:238–251. doi:10.1080/02827581.2020.1773525.
  • Arias-Rodil M, Barrio-Anta M, Diéguez-Aranda U. 2016. Developing a dynamic growth model for maritime pine in Asturias (NW Spain): comparison with nearby regions. Ann For Sci. 73:297–320. doi:10.1007/s13595-015-0501-x.
  • Bailey RL, Clutter JL. 1974. Base-age invariant polymorphic site curves. For Sci. 20:155–159. doi:10.1093/forestscience/20.2.155.
  • Barrio-Anta M, Sixto-Blanco H, Cañellas-Rey de Viñas I, Castedo-Dorado F. 2008. Dynamic growth model for I-214 poplar plantations in the northern and central plateaux in Spain. For Ecol Manag. 255:1167–1178. doi:10.1016/j.foreco.2007.10.022.
  • Bates DM, Watts DG. 1988. Nonlinear regression analysis and its applications. New York: Wiley; p. 365.
  • Blanco R, Blanco J. 2021. Empowering forest owners with simple volume equations for poplar plantations in the Órbigo River Basin (NW Spain). Forests. 12:124. doi:10.3390/f12020124.
  • Bravo F, Grau JM, González Antoñanzas F. 1996. Análisis de modelos de producción para Populus × euramericana en la cuenca del Duero. Invest Agrar Sist Recursos Forestales. 5:77–95.
  • Brent R. 1973. Algorithms for minimizing without derivatives. Englewood Cliffs (NJ): Prentice-Hall.
  • Burkhart HE. 2003. Suggestions for choosing an appropriate level for modelling forest stands. In: Amaro A, Reed D, Soares P, editor. Modelling forest systems. Wallingford, Oxfordshire (UK): CAB International; p. 3–10.
  • Burkhart HE, Tomé M. 2012. Modeling forest trees and stands. Berlin: Springer; p. 457.
  • Castedo Dorado F, Diéguez-Aranda U, Barrio M, Sánchez Rodríguez M, Gadow K. 2006. A generalized height-diameter model including random components for radiata pine plantations in northwestern Spain. For Ecol Manag. 229:202–213. doi:10.1016/j.foreco.2006.04.028.
  • Castedo-Dorado F, Diéguez-Aranda U, González JG Á. 2007. A growth model for Pinus radiata D. Don stands in northwestern Spain. Ann For Sci. 64:453–465. doi:10.1051/forest:2007023.
  • Chianucci F, Puletti N, Grotti N, Ferrara C, Giorcelli A, Coaloa D, Tattoni C. 2020. Nondestructive tree stem and crown volume allometry in hybrid poplar plantations derived from terrestrial laser scanning. For Sci. 66:737–746. doi:10.1093/forsci/fxaa021.
  • Cieszewski CJ, Bailey RL. 2000. Generalized algebraic difference approach: theory based derivation of dynamic equations with polymorphism and variable asymptotes. For Sci. 46:116–126. doi:10.1093/forestscience/46.1.116.
  • Cieszewski CJ, Harrison M, Martin SW. 2000. Practical methods for estimating non-biased parameters in self-referencing growth and yield models, University of Georgia PMRC-TR 2000-7.
  • Clutter JL, Fortson JC, Pienaar LV, Brister HG, Bailey RL. 1983. Timber management: A quantitative approach. New York: John Wiley and Sons Inc. p. 333.
  • Corral-Rivas JJ, Diéguez-Aranda U, Corral Rivas S, Castedo Dorado F. 2007. A merchantable volume system for major pine species in El Salto, Durango (Mexico). For Ecol Manag. 238:118–129. doi:10.1016/j.foreco.2006.09.074.
  • Crecente-Campo F, Rojo Alboreca A, Diéguez-Aranda U. 2009. A merchantable volume system for Pinus sylvestris L. in the major mountain ranges of Spain. Ann For Sci. 66:808. doi:10.1051/forest/2009078.
  • Curtis RO, Marshall DD. 2000. Why quadratic mean diameter? West J Appl For. 15:137–139. doi:10.1093/wjaf/15.3.137.
  • Daquitaine R, Saint-Andre L, Leban JM. 1999. Product properties prediction-improved utilisation in the forestry-wood chain applied on spruce sawnwood: Modelling stem properties distribution. Final Report sub-task A2.1. Nancy.
  • Fang Z, Borders BE, Bailey RL. 2000. Compatible volume-taper models for loblolly and slash pine based on a system with segmented stem form factors. For Sci. 46:1–12. doi:10.1093/forestscience/46.1.1.
  • FAO. 2010. Planted forests in sustainable forest management. A statement of principles. Web site [online 13 April 2022]. http://www.fao.org/3/al248e/al248e00.pdf.
  • FAO. 2020. Global forest resources assessment 2020. Main Report. Web site [online 13 April 2022]. http://www.fao.org/3/ca9825en/CA9825EN.pdf.
  • Gallego García R, Rubio Gutiérrez R, Arias López D. 2018. Caracterización del propietario forestal de chopo en el bajo Tera (Zamora) y en el alto Bernesga (León). In: SOMACYL, editor. “II Simposio del Chopo”; 17–19 October. Valladolid (Spain); p. 305–309.
  • García O. 1994. The state-space approach in growth modelling. Can J For Res. 24:1894–1903. doi:10.1139/x94-244.
  • García O. 2003. Dimensionality reduction in growth models: an example. For Biometry Model Inf Sci. 1:1–15.
  • García Hernández I. 2018. Consumo de chopo por la industria en España: evolución y necesidades futuras. In: SOMACYL, editor. “II Simposio del Chopo”; 17–19 October. Valladolid (Spain); p. 231–233.
  • Goelz JCG, Burk TE. 1992. Development of a well-behaved site index equation: jack pine in north central Ontario. Can J For Res. 22:776–784. doi:10.1139/x92-106.
  • Gómez-García E, Diéguez-Aranda U, Castedo-Dorado F, Crecente-Campo F. 2014. A comparison of model forms for the development of height-diameter relationships in even-aged stands. For Sci. 60:560–568. doi:10.5849/forsci.12-099.
  • Gregoire TG, Schabenberger O, Barrett JP. 1995. Linear modelling of irregularly spaced, unbalanced, longitudinal data from permanent-plot measurements. Can J For Res. 25:137–156. doi:10.1139/x95-017.
  • Hjelm B. 2013. Stem taper equations for poplars growing on farmland in Sweden. J For Res. 24:15–22. doi:10.1007/s11676-012-0270-4.
  • Huang S, Yang Y, Wang Y. 2003. A critical look at procedures for validating growth and yield models. In: Amaro A, Reed D, Soares P, editor. Modelling forest systems. Wallingford, Oxfordshire (UK): CAB International; p. 271–293.
  • Kollert W. 2018. La populicultura en España y en Europa. In: SOMACYL, editor. “II Simposio del Chopo”; 17–19 October. Valladolid (Spain); p. 21–29.
  • Maleki K, Astrup R, Kuehne C, McLean JP, Antón-Fernández C. 2022. Stand-level growth models for long-term projections of the main species groups in Norway. Scand J For Res. 37:130–143. doi:10.1080/02827581.2022.2056632.
  • Marchi M, Bergante S, Ray D, Barbetti R, Facciotto G, Chiarabaglio PM, Hyninnen J, Nervo G. 2022. Universal reaction norms for the sustainable cultivation of hybrid poplar clones under climate change in Italy. iForest. 15:47–55. doi:10.3832/ifor3989-015.
  • McTague JP, Weiskittel A. 2021. Evolution, history, and use of stem taper equations: a review of their development, application, and implementation. Can J For Res. 51:210–235. doi:10.1139/cjfr-2020-0326.
  • MITECO. 2022. Comisión Nacional del Chopo. Superficies, cortas y comercio. Web site. [online 13 April 2022]. https://www.miteco.gob.es/es/biodiversidad/temas/politica-forestal/comision-nacional-del-chopo/estadisticas.aspx.
  • Mokroš M, Mikita T, Singh A, Tomaštík J, Chudá J, Wężyk P, Kuželka K, Surový P, Klimánek M, Zięba-Kulawik K, et al. 2021. Novel low-cost mobile mapping systems for forest inventories as terrestrial laser scanning alternatives. Int J Appl Earth Obs Geoinf. 104:102512. doi:10.1016/j.jag.2021.102512.
  • Oveland I, Hauglin M, Giannetti F, Schipper Kjørsvik N, Gobakken T. 2018. Comparing three different ground based laser scanning methods for tree stem detection. Remote Sens (Basel). 10:538. doi:10.3390/rs10040538.
  • Paillassa E, Servant H. 2002. Le peuplier en Italie: des pôles d’excellence, mais … . Forêt-entreprise. 145:53–57.
  • Portal del Chopo en Castilla y León. 2021. Web site. [online 13 April 2022]. http://www.populuscyl.es/.
  • Prada M, González-García M, Majada J, Martínez-Alonso C. 2019. Development of a dynamic growth model for sweet chestnut coppice: A case study in Northwest Spain. Ecol Modell. 409:108761. doi:10.1016/j.ecolmodel.2019.108761.
  • Prendes C, Cabo C, Ordóñez C, Majada J, Canga E. 2021. An algorithm for the automatic parametrization of wood volume equations from Terrestrial Laser Scanning point clouds: application in Pinus pinaster. GISci Remote Sens. 58:1130–1150. doi:10.1080/15481603.2021.1972712.
  • Pretzsch H, Biber P, Durský J, Kv G, Hasenauer H, Kändler G, Kenk G, Kublin E, Nagel J, Pukkala T, et al. 2002. Recommendations for standardized documentation and further development of forest growth simulators. Forstwiss Centralblatt. 121:138–151. doi:10.1046/j.1439-0337.2002.00138.x.
  • R Core Team. 2021. R: A language and environment for statistical computing. Vienna (Austria): R Foundation for Statistical Computing.
  • Reynolds MR. 1984. Estimating the error in model predictions. For Sci. 30:454–469. doi:10.1093/forestscience/30.2.454.
  • Rodríguez F. 2005. Modelos de producción de las choperas del valle del Cinca [Ph.D. thesis]. Lleida (Spain): University of Lleida; p. 173.
  • Rodríguez F, De la Rosa JA, Aunós A. 2003. Modelling the diameter at breast height growth of Populus × euramericana plantations in Spain. In: Amaro A, Reed D, Soares P, editors. Modelling forest systems. Oxon (UK): CAB International; p. 181–187.
  • Rodríguez F, Pemán J, Aunós A. 2010. A reduced growth model based on stand basal area. A case for hybrid poplar plantations in northeast Spain. For Ecol Manag. 259:2093–2102. doi:10.1016/j.foreco.2010.02.021.
  • Rodríguez Puerta F, Lizarralde Torre I, Bravo F. 2015. Comparison of stem taper equations for eight major tree species in the Spanish Plateau. For Syst. 24:e034. doi:10.5424/fs/2015243-06229.
  • Rueda J, García Caballero JL. 2020. Populus × interamericana ‘Raspalje’ en Castilla y León. Valladolid: Junta de Castilla y León, Consejería de Fomento y Medio Ambiente; p. 26.
  • Rueda J, García Caballero JL, Cuevas Y, García-Jiménez C, Villar C. 2019. Cultivo de chopos en Castilla y León. Valladolid: Consejería de Fomento y Medio Ambiente, Junta de Castilla y León; p. 118.
  • Rueda J, Padró A, Grau JM, Sixto H, Villar C, García Caballero JL, Martínez Sierra F, Aránzazu Prada M, Garavilla V, de Lucas A, et al. 2016. Clones de chopos del Catálogo Nacional de Materiales de Base. Valladolid: Consejería de Fomento y Medio Ambiente, Junta de Castilla y León; p. 72.
  • Ryan TP. 1997. Modern regression methods. New York: Wiley; p. 672.
  • Saarinen N, Kankare V, Pyörälä J, Yrttimaa T, Liang X, Wulder MA, Holopainen M, Hyyppä J, Vastaranta M. 2019. Assessing the effects of sample size on parametrizing a taper curve equation and the resultant stem-volume estimates. Forests. 10:848. doi:10.3390/f10100848.
  • Sánchez Martín A, Villada Rojo D, Rueda Martín EJ. 2018. Aproximación al estado de los aprovechamientos de chopos de producción en montes no gestionados por la administración de la Junta de Castilla y León. In: SOMACYL, editor. II Simposio del Chopo; 17–19 October. Valladolid (Spain); p. 289–296.
  • SAS Institute Inc. 2004. SAS/ETS( 9.1.2. user’s guide. Cary (NC): SAS Institute Inc.
  • Schumacher FX. 1939. A new growth curve and its application to timber yield studies. J For. 37:819–820.
  • Sixto H, Grau JM, González F. 2008. Selvicultura de Populus spp. e híbridos. Populicultura. In: Serrada R, Montero G, Reque JA, editors. Compendio de selvicultura aplicada en España. Madrid: INIA; p. 553–586.
  • Skovsgaard JP, Vanclay JK. 2008. Forest site productivity: a review of the evolution of dendrometric concepts for even-aged stands. Forestry. 81:13–31. doi:10.1093/forestry/cpm041.
  • Sun Y, Liang X, Liang Z, Welham C, Li W. 2016. Deriving merchantable volume in poplar through a localized tapering function from non-destructive terrestrial laser scanning. Forests. 7:87. doi:10.3390/f7040087.
  • Tasissa G, Burkhart HE, Amateis RL. 1997. Volume and taper equations for thinned and unthinned loblolly pine trees in Cutover, site-prepared plantations. South J Appl For. 21:146–152. doi:10.1093/sjaf/21.3.146.
  • Trochta J, Krůček M, Vrška T, Král K. 2017. 3D forest: An application for descriptions of three-dimensional forest structures using terrestrial LiDAR. PloS one. 12:e0176871. doi:10.1371/journal.pone.0176871.
  • Vadell E, De-Miguel S, Pemán J. 2016. Large-scale reforestation and afforestation policy in Spain: A historical review of its underlying ecological, socioeconomic and political dynamics. Land Use Policy. 55:37–48. doi:10.1016/j.landusepol.2016.03.017.
  • Weiskittel AR, Hann DW, Kershaw JA, Vanclay JK. 2011. Forest growth and yield modeling. West Sussex (UK): Wiley; p. 415.
  • Zeide B. 1993. Analysis of growth equations. For Sci. 39:594–616. doi:10.1093/forestscience/39.3.594.

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