HEIGHT-DIAMETER MODELS FOR Eucalyptus sp. PLANTATIONS IN BRAZIL
Autor: | Antonio Carlos Ferraz Filho, José Roberto Soares Scolforo, Rodolfo Araujo Loos, Andressa Ribeiro, Henrique Ferraco Scolforo, Blas Mola-Yudego |
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Rok vydání: | 2018 |
Předmět: |
040101 forestry
Forest inventory Coefficient of determination Thinning Espirito santo Sowing Forestry 04 agricultural and veterinary sciences Eucalyptus Statistics 040103 agronomy & agriculture lcsh:SD1-669.5 0401 agriculture forestry and fisheries lcsh:Forestry Tree height prediction Mixed effect models Mathematics Tree measurement |
Zdroj: | Cerne, Vol 23, Iss 4, Pp 9-17 (2017) |
ISSN: | 2317-6342 0104-7760 |
DOI: | 10.1590/01047760201824012466 |
Popis: | The use of height-diameter models have important applications in the management of eucalyptus plantations. The aim of this paper is to provide adequate height models based on the diameter and stand variables that could be easily used and applied to plantation’s management. The data was based on tests located in Espírito Santo and Bahia. A total of 312 plots, including 35 different treatments (different initial planting densities, number and severity of thinning operations, fertilization regimes, among others), and four different clones. This resulted in 2,407 conditions for 85,608 tree measurements. The constructed equations were based on mixed-effect models, in order to accommodate possible autocorrelations, to address variations between sites and to obtain locally calibrated estimates. Among the different model structures and combination of variables tested and presented, the best model showed a coefficient of determination of 0.953 and 0.988, for the fixed and fixed+random parts, respectively. The model included a random factor for measurements-within-tree and tree-within-plot. The bias of the fixed part was 0.208 cm (0.0659%). We believe the models in this study can have broad applications in management and inventory methods applied to plantations. |
Databáze: | OpenAIRE |
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