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Timo Saksa (email), Juha Heiskanen, Jari Miina, Jaakko Tuomola, Taneli Kolström

Multilevel modelling of height growth in young Norway spruce plantations in southern Finland

Saksa T., Heiskanen J., Miina J., Tuomola J., Kolström T. (2005). Multilevel modelling of height growth in young Norway spruce plantations in southern Finland. Silva Fennica vol. 39 no. 1 article id 403. https://doi.org/10.14214/sf.403

Abstract

Height development of Norway spruce (Picea abies (L.) Karst.) transplants was studied on 22 sites prepared by disc trenching or mounding. At the age of 4–9 years the plantations were surveyed using a multistage sampling design. For every planted spruce on a plot, the past annual height increments were measured as far into the past as possible. Multilevel mixed linear modelling was used to analyse the variation in growth at different levels (year, stand, cluster, plot, tree) and the effects of climatic and site characteristics on height growth. The within-plantation variation in height growth was higher on mounded sites than on disc-trenched sites. The mean temperature and the precipitation sum of the summer months affected height growth positively. Soil characteristics measured from undisturbed soil did not explain the height growth of seedlings on mounded sites, whereas on disc-trenched sites, the depth of the organic layer and the soil temperature had a positive effect and the depth of the eluvial horizon a negative effect. The modelling approach used proved to be a useful method for examining the sources of variation in development of young plantations.

Keywords
Norway spruce; Picea abies; height growth; mounding; disc trenching; container seedlings; intra-level correlation; variance-component model

Author Info
  • Saksa, The Finnish Forest Institute, Suonenjoki Research Station, FI-77600 Suonenjoki, Finland E-mail ts@nn.fi (email)
  • Heiskanen, The Finnish Forest Institute, Suonenjoki Research Station, FI-77600 Suonenjoki, Finland E-mail jh@nn.fi
  • Miina, The Finnish Forest Institute, Joensuu Research Centre, P. O. Box 68, FI-80101 Joensuu, Finland E-mail jm@nn.fi
  • Tuomola, The University of Joensuu, Mekrijärvi Research Station, FI-82900 Ilomantsi, Finland E-mail jt@nn.fi
  • Kolström, The University of Joensuu, Mekrijärvi Research Station, FI-82900 Ilomantsi, Finland E-mail tk@nn.fi

Received 10 December 2003 Accepted 28 December 2004 Published 31 December 2005

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Available at https://doi.org/10.14214/sf.403 | Download PDF

Creative Commons License CC BY-SA 4.0

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Valentine H. T., (1997) Height growth, site index, and carbon metabolism. Silva Fennica vol. 31 no. 3 article id 5623
Hänninen H., Kellomäki S. et al. (1993) Effect of increased winter temperature on the on.. Silva Fennica vol. 27 no. 4 article id 5518
Heikkilä R., Löyttyniemi K. (1992) Growth response of young Scots pines to artifici.. Silva Fennica vol. 26 no. 1 article id 5469
Kolström T., (1991) Results from the sowing and planting experiment .. Silva Fennica vol. 25 no. 2 article id 5445
Palmgren K., Saarsalmi A. et al. (1985) Nitrogen fixation and biomass production in some.. Silva Fennica vol. 19 no. 4 article id 5254
Parviainen J., (1985) Growth of young Scots pine, Norway spruce, siber.. Silva Fennica vol. 19 no. 4 article id 5249
Heikurainen L., Laine J. et al. (1983) Fertilization and ditch spacing experiments conc.. Silva Fennica vol. 17 no. 4 article id 5198
Heliövaara K., Annila E. et al. (1983) Effect of nitrogen fertilization and insecticide.. Silva Fennica vol. 17 no. 4 article id 5197
Heliövaara K., (1982) The pine bark bug, Aradus cinnamomeus (Heteropte.. Silva Fennica vol. 16 no. 4 article id 5168
Greis I., Kellomäki S. (1981) Crown structure and stem growth of Norway spruce.. Silva Fennica vol. 15 no. 3 article id 5125
Katainen H.-S., Kellomäki S. (1981) Effect of foliar application of dilute sulphuric.. Silva Fennica vol. 15 no. 3 article id 5123
Kellomäki S., Kanninen M. (1980) Eco-physiological studies on young Scots pine st.. Silva Fennica vol. 14 no. 4 article id 5092
Mikola J., (1980) The effect of seed size and duration of growth o.. Silva Fennica vol. 14 no. 1 article id 5069
Koskimäki A., Hari P. et al. (1979) Inherent growth rythm of some Larix-species grow.. Silva Fennica vol. 13 no. 1 article id 5021
Kapustinskaité T., (1975) Ash content of peatland soils and stand growth i.. Silva Fennica vol. 9 no. 3 article id 4924
Päivänen J., (1974) The effect of ditch spacing and furrowing on dep.. Silva Fennica vol. 8 no. 4 article id 4908
Pohjonen V., (1974) Effect of spacing on the first-year yield and he.. Silva Fennica vol. 8 no. 2 article id 4901
Pohtila E., (1972) Effect of fine-grounded copper rock phosphate pl.. Silva Fennica vol. 6 no. 1 article id 4859
Rautiainen P., (1971) The effect of environmental and genetical factor.. Silva Fennica vol. 5 no. 4 article id 4856
Mannerkoski H., (1971) Effect of fertilization on the initial developme.. Silva Fennica vol. 5 no. 2 article id 4841
Seppälä K., (1971) The quantity of fertilizer and application metho.. Silva Fennica vol. 5 no. 2 article id 4838
Löyttyniemi K., (1971) Influence of damage caused to needles of Norway .. Silva Fennica vol. 5 no. 1 article id 4835
Palmberg C., (1970) Estimation of heritability in open-pollinated pl.. Silva Fennica vol. 4 no. 3 article id 4823
Heikurainen L., Ouni J. (1970) Height growth of seedling stands growing on peat.. Silva Fennica vol. 4 no. 2 article id 4817
Gordon J. G., Gatherum G. E. (1968) Photosynthesis and growth of selected Scots pine.. Silva Fennica vol. 2 no. 3 article id 4771
Blumenthal B.-E., (1942) Distribution and properties of aspen in Finland Silva Fennica vol. no. 56 article id 4576
Hertz M., (1929) Observations on annual and daily cycles in the h.. Acta Forestalia Fennica vol. 34 no. 18 article id 7231
Multamäki S. E., (1923) Studies on the growth of drained peatlands in Fi.. Acta Forestalia Fennica vol. 27 no. 1 article id 7094
Laitakari E., (1920) Studies on the effect of weather conditions on d.. Acta Forestalia Fennica vol. 17 no. 1 article id 7049
Björkenheim Raf., (1919) Writings on knowledge on forest types in spruce .. Acta Forestalia Fennica vol. 6 no. 3 article id 7014
Seppälä K., (1969) Post-drainage growth rate of Norway spruce and S.. Acta Forestalia Fennica vol. 0 no. 93 article id 7611
Kulmala L., Žliobaitė I. et al. (2016) Environmental control of growth variation in a b.. Silva Fennica vol. 50 no. 5 article id 1680
Jansons Ā., Matisons R. et al. (2015) The effect of climatic factors on height increme.. Silva Fennica vol. 49 no. 3 article id 1262
Luoranen J., Rikala R. (2015) Post-planting effects of early-season short-day .. Silva Fennica vol. 49 no. 1 article id 1300
Hökkä H., Mäkelä H. (2015) Post-harvest height growth of Norway spruce seed.. Silva Fennica vol. 48 no. 5 article id 1192
Jansons Ā., Zeps M. et al. (2014) Height increment of hybrid aspen Populus trem.. Silva Fennica vol. 48 no. 5 article id 1124
Luoranen J., Rikala R. et al. (2011) Machine planting of Norway spruce by Bracke and .. Silva Fennica vol. 45 no. 3 article id 107
Lukkarinen A. J., Ruotsalainen S. et al. (2010) Survival, height growth and damages of Siberian .. Silva Fennica vol. 44 no. 5 article id 120
Luoranen J., Konttinen K. et al. (2009) Frost hardening and risk of a second flush in No.. Silva Fennica vol. 43 no. 2 article id 209
Lukkarinen A. J., Ruotsalainen S. et al. (2009) The growth rhythm and height growth of seedlings.. Silva Fennica vol. 43 no. 1 article id 215
Lappi J., (2006) Smooth height/age curves from stem analysis with.. Silva Fennica vol. 40 no. 2 article id 344
Salminen H., Jalkanen R. (2005) Modelling the effect of temperature on height in.. Silva Fennica vol. 39 no. 4 article id 362
Luoranen J., Rikala R. et al. (2005) Extending the planting period of dormant and gro.. Silva Fennica vol. 39 no. 4 article id 361
Kurkela T., Aalto T. et al. (2005) Defoliation by the common pine sawfly (Diprion p.. Silva Fennica vol. 39 no. 4 article id 360
Saarsalmi A., Tamminen P. (2005) Boron, phosphorus and nitrogen fertilization in .. Silva Fennica vol. 39 no. 3 article id 373
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Helenius P., Luoranen J. et al. (2004) Effect of thawing duration and temperature on fi.. Silva Fennica vol. 38 no. 3 article id 421