EventsThe 1st International Electronic Conference on Forests — Forests for a Better Future: Sustainability, Innovation, Interdisciplinarity
Published
This submission belongs to the session S4. Forest Inventory, Quantitative Methods and Remote Sensing of the event The 1st International Electronic Conference on Forests — Forests for a Better Future: Sustainability, Innovation, Interdisciplinarity
Published date
13 Nov, 2020
Citation
Joao Marcelo Brazao Protazio, Christian Anton Wehenkel, Marcos de Almeida Souza, Proposal for a Hybrid Model based on the Weibull Growth Equation in the Adjustment of Growth Curves applied to Pine Forest Species in Northern Mexico, in Proceedings of The 1st International Electronic Conference on Forests — Forests for a Better Future: Sustainability, Innovation, Interdisciplinarity, 15 November–30 November 2020, MDPI: Basel, Switzerland, doi: 10.3390/IECF2020-08036
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Proposal for a Hybrid Model based on the Weibull Growth Equation in the Adjustment of Growth Curves applied to Pine Forest Species in Northern Mexico

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Marcos de Almeida Souza 2
1. Universidade Federal do Para (Para, Brazil), Brazil
2. Universidad Juarez del Estado de Durango (Durango, México)
Abstract

In this work, we present a hybrid methodology based on the ADA methodology, applied to the simulation of pine species from northern Mexico. From algebraic transformations and certain premises, we were able to reduce the parameter space of the Weibull growth function from 3 parameters to just 1, the maximum diameter of the individual at the end of growth. From the point of view of complexity, we have a decrease in computational cost, because now we have only one parameter to estimate, and from a practical point of view, it is an easy parameter to obtain, even in the field. To present the quality of the method, we used the mean absolute percentage error and the quantile regression to visually present the quality of the fit. Then we compare this proposed methodology with the GADA versions for the Chapman-Richards and Hossfeld models. The results presented for the study area, to avoid generalizations, show that the proposed hybrid method was more accurate in the estimates.

Keywords
BAS Model
ADA Model
GADA Model
Forest Simulation
Growth Equations
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