Developing stem taper of Shorea robusta in the far-western Terai of Nepal

Authors

DOI:

https://doi.org/10.3126/banko.v33i2.58809

Keywords:

B-Spline, DBH, sampling, Polynomia, Stem taper model, Taper

Abstract

 Tree taper functions expressed in terms of height and diameter at breast height (BDH) can provide accurate and timely information on current growing stock. Taper equations are very important for calculation of growing stock in forest inventories, however, in the context of Nepal, these are still unavailable at the required level. The study aimed to develop taper equations, so that those can be used to predict the diameter anywhere along the stem, and estimate tree volumes at desired sections. The input data was a destructive sampling method of 81 sample trees of Shorea robusta distributed in ten locations of the far western Terai of Nepal (Kailali and Kanchanpur districts).

Using two independent B-Spline and 5th-degree polynomial taper models, the upper stem diameters were imputed. Both models were applied on the whole dataset, irrespective of DBH size, to get  common fitted taper models. Later, the same models were tested for three different DBH classes to compare and evaluate the best-fit model.  

Taper models, developed under the B-spline polynomial model of 3rd degree, were found to be highly dependent on the tree (DBH) sizes. Thus, better models could be developed by classifying the whole dataset based on different DBH classes. On the other hand, developed models under the 5th degree polynomial taper model did not exhibit their dependency on the tree (DBH) sizes and a better model was found for the unclassified datasets, i.e. for all DBH sizes.

Downloads

Download data is not yet available.
Abstract
338
pdf
106

Author Biography

Ananda Khadka, Forest Research and Training Centre

https://www.researchgate.net/profile/Ananda-Khadka

References

Bellocchi, G., Rivington, M., Donatelli, M. & Matthews, K. (2010). Validation of biophysical models: issues and methodologies. A review. Agronomy for Sustainable Development 30 (1): 109--130.

DFRS (2014). Terai Forests of Nepal. Forest Resource Assessment Nepal, Department of Forest Research and Survey (2010-2012).

Ducey, M. J. & Williams, M.S. (2011). Comparison of Hossfeld's method and two modern methods of volume estimation of standing trees. Western Journal of Applied Forestry 26 (1):19-23.

Eerikäinen, K. (2001). Stem volume models with random coefficients for Pinus kesiya in Tanzania, Zambia, and Zimbabwe. Canadian Journal of Forest Research, 31(5), 879-888.

Eerikäinen, K. (2001). Stem volume models with random coefficients for Pinus kesiya in Tanzania, Zambia, and Zimbabwe. Canadian Journal of Forest Research, 31(5), 879–888. https://doi.org/10.1139/x01-019.

Fang, Z., Borders, B. E., & Bailey, R. L. (2000). Compatible volume-taper models for loblolly and slash pine based on a system with segmented-stem form factors. Forest Science, 46(1), 1–12.

Fornberg, B., & Zuev, J. (2007). The Runge phenomenon and spatially variable shape parameters in RBF interpolation. Computers & Mathematics with Applications, 54(3), 379-398.

Heidarsson, L., & Pukkala, T. (2011). Taper functions for lodgepole pine (Pinus contorta) and siberian larch (Larix sibirica) in Iceland. Icelandic Agricultural Sciences, 24(1), 3–11.

Heinonen, J., Saramäki, J., & Sekeli, P. M. (1996). A polynomial taper curve function for Zambian exotic tree plantations. Journal of Tropical Forest Science, 339-354.

Jackson, J. K. (1994). Manual of Afforestation in Nepal. Kathmandu: Forest Research and Survey Centre. 2nd edition.

Kohler, S. V., Koehler, H. S., Figueiredo Filho, A., Arce, J. E., & Machado, S. D. A. (2016). Evolution of tree stem taper in Pinus taeda stands. Ciência Rural, 46, 1185-1191.

Kozak, A. & Kozak, R. (2003). Does cross validation provide additional information in the evaluation of regression models. Canadian Journal of Forestry Research 33(6): 976--987.

Kublin, E., Breidenbach, J., & Kändler, G. (2013). A flexible stem taper and volume prediction method based on mixed-effects B-spline regression. European Journal of Forest Research, 132(5), 983-997.

Max, T., & Burkhart, H. E. (1976). Segmented polynomial regression applied to taper equations. Forest Science, 22(3), 283–289.

McClure, J.P. & Czaplewski, R.L. (1986). Compatible taper equation for loblolly pine. Canadian Journal of Forest Research 16: 1272-1277.

Muhairwe, C. K. (1999). Taper equations for Eucalyptus pilularis and Eucalyptus grandis for the north coast in New South Wales, Australia. Forest Ecology and Management, 113(2–3), 251–269. https://doi.org/10.1016/S0378-1127(98)00431-9

Ounekham, K. (2009). Developing volume and taper equations for Styrax tonkinensis in Laos. Master’s thesis, University of Canterbury, New Zealand.

R Core Team (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. URL: https://www.R-project.org/.

Sharma, E. R. & Pukkala, T. (1990). Volume Equations and Biomass Prediction of Forest Trees of Nepal.

Silva C, Klauberg C, Carvalho S, Rosa M, Madi J, Hamamura C (2021). _rForest: Forest Inventory and Analysis_. R package version 0.1.4, URL: https://CRAN.R-project.org/package=rForest/.

Silva C. A. (2021). Package “rForest” for Forest Inventory and Analysis. Set of tools designed for forest inventory analysis.

Subedi, T. (2017). Volume models for Sal (Shorea robusta Gaertn.) in far-western Terai of Nepal. Banko Janakari, 27(2), 3-11.

Téo, S. J., Machado, S. do A., Filho, A. F., & Tomé, M. (2018). Stem taper equation with extensive applicability to several age classes of Pinus taeda L. Floresta, 48(4), 471–482.

Vanclay, J. K. (1994). Modelling Forest Growth and Yield. Application to Mixed Tropical Forest. CAB International, Oxon, UK. Iles, (2003); A Sampler of Inventory Topics. Kim Iles & Associates Nanaimo, BC, Canada.

Wickham H, Averick M, Bryan J, Chang W, McGowan LD, François R, Grolemund G, Hayes A, Henry L, Hester J, Kuhn M, Pedersen TL, Miller E, Bache SM, Müller K, Ooms J, Robinson D, Seidel DP, Spinu V, Takahashi K, Vaughan D, Wilke C, Woo K, Yutani H (2019). “Welcome to the tidyverse.” _Journal of Open Source Software_, *4*(43), 1686. URL: https://doi.org/10.21105/joss.01686.

Wickham, H. (2016). ggplot2: Elegant Graphics for Data Analysis. Springer-Verlag New York.

Downloads

Published

2023-12-31

How to Cite

Dhakal, R., Khadka, A., Pokharel, K. K., Subedi, T., Acharya, A. K., Lamichhane, P., Dhakal, B. P., & Khanal, S. (2023). Developing stem taper of Shorea robusta in the far-western Terai of Nepal . Banko Janakari, 33(2), 3–10. https://doi.org/10.3126/banko.v33i2.58809

Issue

Section

Articles