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Optimal management of Korean pine plantations in multifunctional forestry

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An Erratum to this article was published on 15 May 2017

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Abstract

Korean pine is one of the most important plantation species in northeast China. Besides timber, it produces edible nuts and plantations sequester carbon dioxide from the atmosphere. This study optimized the management of Korean pine plantations for timber production, seed production, carbon sequestration and for the joint production of multiple benefits. As the first step, models were developed for stand dynamics and seed production. These models were used in a simulation–optimization system to find optimal timing and type of thinning treatments and optimal rotation lengths. It was found that three thinnings during the rotation period were optimal. When the amount or profitability of timber production is maximized, suitable rotation lengths are 65–70 years and wood production is 5.5–6.0 m3 ha−1 a−1. The optimal thinning regime is thinning from above. In seed production, optimal rotation lengths are over 100 years. When carbon sequestration in living biomass is maximized, stands should not be clear-cut until trees start to die due to senescence. In the joint production of multiple benefits, the optimal rotation length is 86 years if all benefits (wood, economic profits, seed, carbon sequestration) are equally important. In this management schedule, mean annual wood production is 5.5 m2 ha−1 and mean annual seed yield 141 kg ha−1. It was concluded that it is better to produce timber and seeds in the same stands rather than assign stands to either timber production or seed production.

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  • 15 May 2017

    An erratum to this article has been published.

References

  • Clutter JL, Forston JC, Piennar LV, Brister GH, Bailey RL (1983) Timber management—a quantitative approach. Wiley, New York, p 333

    Google Scholar 

  • De Miguel S, Mehtätalo L, Shater Z, Kraid B, Pukkala T (2012) Evaluating marginal and conditional predictions of taper models in the absence of calibration data? Can J For Res 42:1383–1394

    Article  Google Scholar 

  • De Miguel S, Pukkala T, Yesil A (2014) Integrating pine honeydew honey into forest management optimization. Eur J For Res 133(3):423–432

    Article  Google Scholar 

  • Dong L, Zhang L, Li F (2014) A compatible system of biomass equations for three conifer species in Northeast, China. For Ecol Manag 329:306–317

    Article  Google Scholar 

  • Hao QY, Zhou YP, Wang LH (2006) Optimization models of stand structure and selective cutting cycle for large diameter trees of broadleaved forest in Changbai Mountain. J For Res 17(2):135–140

    Article  Google Scholar 

  • Heiðarsson L, Pukkala T (2011) Taper functions for lodgepole pine (Pinus contorta) and Siberian larch (Larix sibirica) in Iceland. Icel Agric Sci 24:3–11

    Google Scholar 

  • Hooke R, Jeeves TA (1961) “Direct search” solution of numerical and statistical problems. J Assoc Comput Mach 8:212–229

    Article  Google Scholar 

  • Jin XJ, Pukkala T, Li FR (2016) A management planning system for even-aged and uneven-aged forests in northeast China. J For Res 27(4):837–852

    Article  CAS  Google Scholar 

  • Kim DK, Lee HJ, Kim JW, Park SK (1994) Effects of planting density and thinning intensity in growth of Korean pine. Research reports of the Forestry Research Institute

  • Kozak A (2004) My last words on taper equations. For Chron 80:507–515

    Article  Google Scholar 

  • Li CZ, Löfgren KG (2000) A theory of red pine (Pinus koraiensis) management for both timber and commercial seeds. For Sci 46(2):284–290

    Google Scholar 

  • Li X, Yi MJ, Son Y, Park PS, Lee KH, Son YM, Kim RH, Jeong MJ (2011) Biomass and carbon storage in an age-sequence of Korean Pine (Pinus koraiensis) plantation forests in Central Korea. J Plant Biol 54(1):33–42

    Article  CAS  Google Scholar 

  • Lou MH, Zhang HR, Lei XD, Li CM, Zang H (2016) Spatial autoregressive models for stand top and stand mean height relationship in mixed Quercus mongolica broadleaved natural stands of Northeast China. Forests 7(2):2617–2627

    Article  Google Scholar 

  • Mehtätalo L, de-Miguel S, Gregoire TG (2015) Modelling height-diameter curves for prediction. Can J For Res 45(7):826–837

    Article  Google Scholar 

  • Meng T, Wang M, Liang L, He Y (2008) Dynamic analysis on ecological landscape pattern of Changbai Mountain. Glob Geol 27(3):338–344 (in Chinese)

    Google Scholar 

  • Miina J, Pukkala T, Hotanen JP, Salo K (2010) Optimizing the joint production of timber and bilberries. For Ecol Manag 259:2065–2071

    Article  Google Scholar 

  • Miina J, Pukkala T, Kurttila M (2016) Optimal multi-product management of stands producing timber and wild berries. Eur J For Res 135:785–794

    Article  Google Scholar 

  • Näslund M (1937) Skogsförsöksanstaltens gallringsförsök i tallskog (Forest research intitute’s thinning experiments in Scots pine forests). Meddelanden frstatens skogsförsöksanstalt Häfte 29 (in Swedish)

  • National Development and Reform Commission (NDRC) (2007) China’s national programme to address climate change. http://www.gov.cn/gongbao/content/2007/content_678918.htm [cited on 9/01/2016]

  • Omelko A, Ukhvatkinaa O, Zhmerenetskya A (2016) Disturbance history and natural regeneration of an old-growth Korean pine-broadleaved forest in the Sikhote-Alin mountain range, Southeastern Russia. For Ecol Manag 360:221–234

    Article  Google Scholar 

  • Owari T, Tatsumi S, Ning LZ, Yin MF (2015) Height growth of Korean pine seedlings planted under strip-cut larch plantations in Northeast China. Int J For Res 2015:178681

  • Palahí M, Pukkala T, Bonet JA, Colinas C, Fisher RF, Martinez de Aragon JR (2009) Effect of the inclusion of mushroom values on the optimal management of even-aged pine stands of Catalonia. For Sci 55(6):503–511

    Google Scholar 

  • Pasalodos-Tato M, Pukkala T, Calama R, Cañellas I, Sánches-González M (2016) Optimal management of Pinus pinea stands when cone and timber production are considered. Eur J For Res 135:607–619

    Article  Google Scholar 

  • Pukkala T (2015) Optimizing continuous cover management of boreal forest when timber prices and tree growth are stochastic. For Ecosyst 2(6):1–13

    Google Scholar 

  • Pukkala T (2017) Does management improve the carbon balance of forestry? Forestry 90(1):125–135

    Article  Google Scholar 

  • Pukkala T, Lähde E, Laiho O (2014) Optimizing any-aged management of mixed boreal under residual basal area constraints. J For Res 25(3):627–636

    Article  Google Scholar 

  • Rang HM, Choi SI, Sato N, Kim H (2012) Study on Korean pine nut processors. J Fac Agric 57(2):489–498

    Google Scholar 

  • Richards FJ (1959) A flexible growth function for empirical use. J Exp Bot 10:290–300

    Article  Google Scholar 

  • State Forestry Administration (2011) Technical regulations for inventory for forest management planning and design (GB/T 26424-2010). Chinese Forestry Press, Beijing

    Google Scholar 

  • State Forestry Administration (2014) The eighth forest resource survey report. http://211.167.243.162:8085/8/index.html

  • Wang S, Dai L, Liu G, Yuan J, Zhang H, Wang Q (2006) Modeling diameter distribution of the broadleaved-Korean pine mixed forest on Changbai Mountains of China. Sci China 49(z1):177–188

    Article  Google Scholar 

  • Werner F, Taverna R, Hofer P, Thürig E, Kaufmann E (2010) National and global greenhouse gas dynamics of different forest management and wood use scenarios: a model-based assessment. Environ Sci Policy 13:72–85

    Article  CAS  Google Scholar 

  • Zhao FQ, Yang J, He HS, Dai LM (2013) Effects of natural and human-assisted regeneration on landscape dynamics in a Korean pine forest in Northeast China. PLoS ONE 8(12):57

    Google Scholar 

  • Zhao FQ, He HS, Dai LM, Yang J (2014) Effects of human disturbances on Korean pine coverage and age structure at a landscape scale in Northeast China. Ecol Eng 71(71):375–379

    Article  Google Scholar 

  • Zheng WJ, Fu LG (1978) Flora Republicae Popularis Sinicae, vol 7. Science Press, Beijing, p 213

    Google Scholar 

Download references

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Correspondence to Fengri Li.

Additional information

Project funding: This research was financially supported by the National Natural Science Foundation of China (31600511), and the Fundamental Research Funds for the Central Universities of the People’s Republic of China (2572017CA04).

The online version is available at http://www.springerlink.com

Corresponding editor: Hu Yanbo.

An erratum to this article is available at https://doi.org/10.1007/s11676-017-0415-6.

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Jin, X., Pukkala, T., Li, F. et al. Optimal management of Korean pine plantations in multifunctional forestry. J. For. Res. 28, 1027–1037 (2017). https://doi.org/10.1007/s11676-017-0397-4

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  • DOI: https://doi.org/10.1007/s11676-017-0397-4

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