Full text of this article is only available in PDF format.

Juha Lappi (email)

Smooth height/age curves from stem analysis with linear programming

Lappi J. (2006). Smooth height/age curves from stem analysis with linear programming. Silva Fennica vol. 40 no. 2 article id 344. https://doi.org/10.14214/sf.344

Abstract

Stem analysis data defines a range of possible heights for each age. A smooth stem/age curve is obtained with linear programming (LP) when the sum of the absolute second differences of heights is minimized subject to constraints obtained from the stem analysis. The method is analogous to cubic splines. A LP problem can include additional constraints that are based on the assumption that the crosscut is randomly located within the annual height increment. The method produces smoother height curves than Issa method which is utilizing second order differences of ring counts. It was found using simulated data that the method provides better results than earlier methods for short bolts if height growth is sufficiently regular.

Keywords
height growth; spline; ring counts; second order difference; Issa

Author Info
  • Lappi, Finnish Forest Research Institute, Suonenjoki Research Unit, Juntintie 154, FI-77600 Suonenjoki, Finland E-mail juha.lappi@metla.fi (email)

Received 11 May 2005 Accepted 20 March 2006 Published 31 December 2006

Views 6169

Available at https://doi.org/10.14214/sf.344 | Download PDF

Creative Commons License CC BY-SA 4.0

Register
Click this link to register to Silva Fennica.
Log in
If you are a registered user, log in to save your selected articles for later access.
Contents alert
Sign up to receive alerts of new content

Your selected articles
Send to email
Gjerdrum P., Bernabei M. (2009) Three-dimensional spiral grain pattern in five l.. Silva Fennica vol. 43 no. 3 article id 200 (remove) | Edit comment
Lähde E., (1969) Biological activity in some natural and drained .. Acta Forestalia Fennica vol. 0 no. 94 article id 7601 (remove) | Edit comment
Korpela I., Tuomola T. et al. (2008) Appraisal of seedling stand vegetation with airb.. Silva Fennica vol. 42 no. 5 article id 466 (remove) | Edit comment
Pasalodos-Tato M., Pukkala T. et al. (2009) Optimal management of Pinus radiata silvopastora.. Silva Fennica vol. 43 no. 5 article id 176 (remove) | Edit comment
Varhimo A., Kojola S. et al. (2003) Quality and yield of pulpwood in drained peatlan.. Silva Fennica vol. 37 no. 3 article id 494 (remove) | Edit comment
Muinonen E., (2005) Generating a raster map presentation of a forest.. Silva Fennica vol. 39 no. 4 article id 368 (remove) | Edit comment
Yu Q., Tigerstedt P. M. A. et al. (2001) Growth and phenology of hybrid aspen clones (Pop.. Silva Fennica vol. 35 no. 1 article id 600 (remove) | Edit comment
Hänninen R., Kallio A. M. I. (2007) Economic impacts on the forest sector of increas.. Silva Fennica vol. 41 no. 3 article id 286 (remove) | Edit comment
Heikinheimo O., (1920) The distribution and volume of Norway spruce for.. Acta Forestalia Fennica vol. 15 no. 1 article id 7039 (remove) | Edit comment
Laamanen R., Kangas A. (2011) Large-scale forest owner’s information needs in .. Silva Fennica vol. 45 no. 4 article id 101 (remove) | Edit comment
Martín C., Parra T. et al. (2008) Genetic diversity and structure of the endangere.. Silva Fennica vol. 42 no. 4 article id 229 (remove) | Edit comment
Peltoniemi M., Thürig E. et al. (2007) Models in country scale carbon accounting of for.. Silva Fennica vol. 41 no. 3 article id 290 (remove) | Edit comment
Terhonen E., Marco T. et al. (2011) The effect of latitude, season and needle-age on.. Silva Fennica vol. 45 no. 3 article id 104 (remove) | Edit comment
Sah S. P., Dutta I. C. et al. (1998) Nursery and field response of sissoo plants (Dal.. Silva Fennica vol. 32 no. 3 article id 685 (remove) | Edit comment
Laturi J., Mikkola J. et al. (2008) Carbon reservoirs in wood products-in-use in Fin.. Silva Fennica vol. 42 no. 2 article id 259 (remove) | Edit comment
Bramryd T., (1981) Environmental effects of heavy metals distribute.. Silva Fennica vol. 15 no. 4 article id 5145 (remove) | Edit comment
Mykrä S., Kurki S. (1998) ESC-strategy for rational operationalization of .. Silva Fennica vol. 32 no. 4 article id 680 (remove) | Edit comment
Kurkela T., Nuorteva H. (1998) Short-needle disease of Scots pine: an abnormal .. Silva Fennica vol. 32 no. 1 article id 702 (remove) | Edit comment
Wallenius T., (2002) Forest age distribution and traces of past fires.. Silva Fennica vol. 36 no. 1 article id 558 (remove) | Edit comment
Your search results