Modeling Biomass and Nutrients in a Eucalyptus Stand in the Cerrado
The prediction of biological processes, which involve growth and plant development, is possible via the adjustment of mathematical models. In forest areas, these models assist in management practices, silviculture, harvesting, and soil fertility. Diameter, basal area, and height are predictors of vo...
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doaj-4a4ca9d408db40718e8f52db7f19b3042020-11-25T02:35:04ZengMDPI AGForests1999-49072020-10-01111097109710.3390/f11101097Modeling Biomass and Nutrients in a Eucalyptus Stand in the CerradoMarco B. X. Valadão0Karla M. S. Carneiro1Fabiana P. Ribeiro2Jonas Inkotte3Maísa I. Rodrigues4Thallita R. S. Mendes5Daniel A. Vieira6Renan A. M. Matias7Mirella B. O. Lima8Eder P. Miguel9Alcides Gatto10Department of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilEcology and Conservation Department, Universidade do Estado do Mato Grosso—UNEMAT, Nova Xavantina 78690-000, MT, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilDepartment of Forest Engineering, Universidade Federal do Paraná—UFPR, Curitiba 80060-000, PR, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilDepartment of Forest Sciences, Universidade de Brasília—UnB, Brasília 70904-970, DF, BrazilThe prediction of biological processes, which involve growth and plant development, is possible via the adjustment of mathematical models. In forest areas, these models assist in management practices, silviculture, harvesting, and soil fertility. Diameter, basal area, and height are predictors of volume and biomass estimates in forest stands. This study utilized different non-linear models for estimating biomass and nutrient values in the aerial biomass and roots of an unmanaged eucalypt stand in Cerrado dystrophic soil. It was hypothesized that the models would estimate the nutrients of the aboveground biomass and roots after meeting the selection and validation criteria. By statistical analysis of the parameters and subsequent validation, the Schumacher–Hall model was presented to be the best fit for biomass and nutrients. This result confirmed the ability of different variables, including diameter, basal area, and height, to be predicted. Estimating the nutrient values in the aboveground biomass and roots allowed a better understanding of the quality of the vegetal residues that remained in the soil. For dystrophic soils, which occur in the Cerrado, these estimates become even more relevant.https://www.mdpi.com/1999-4907/11/10/1097non-linear modelSchumacher–Hall modelaerial biomassnutrient cycling |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Marco B. X. Valadão Karla M. S. Carneiro Fabiana P. Ribeiro Jonas Inkotte Maísa I. Rodrigues Thallita R. S. Mendes Daniel A. Vieira Renan A. M. Matias Mirella B. O. Lima Eder P. Miguel Alcides Gatto |
spellingShingle |
Marco B. X. Valadão Karla M. S. Carneiro Fabiana P. Ribeiro Jonas Inkotte Maísa I. Rodrigues Thallita R. S. Mendes Daniel A. Vieira Renan A. M. Matias Mirella B. O. Lima Eder P. Miguel Alcides Gatto Modeling Biomass and Nutrients in a Eucalyptus Stand in the Cerrado Forests non-linear model Schumacher–Hall model aerial biomass nutrient cycling |
author_facet |
Marco B. X. Valadão Karla M. S. Carneiro Fabiana P. Ribeiro Jonas Inkotte Maísa I. Rodrigues Thallita R. S. Mendes Daniel A. Vieira Renan A. M. Matias Mirella B. O. Lima Eder P. Miguel Alcides Gatto |
author_sort |
Marco B. X. Valadão |
title |
Modeling Biomass and Nutrients in a Eucalyptus Stand in the Cerrado |
title_short |
Modeling Biomass and Nutrients in a Eucalyptus Stand in the Cerrado |
title_full |
Modeling Biomass and Nutrients in a Eucalyptus Stand in the Cerrado |
title_fullStr |
Modeling Biomass and Nutrients in a Eucalyptus Stand in the Cerrado |
title_full_unstemmed |
Modeling Biomass and Nutrients in a Eucalyptus Stand in the Cerrado |
title_sort |
modeling biomass and nutrients in a eucalyptus stand in the cerrado |
publisher |
MDPI AG |
series |
Forests |
issn |
1999-4907 |
publishDate |
2020-10-01 |
description |
The prediction of biological processes, which involve growth and plant development, is possible via the adjustment of mathematical models. In forest areas, these models assist in management practices, silviculture, harvesting, and soil fertility. Diameter, basal area, and height are predictors of volume and biomass estimates in forest stands. This study utilized different non-linear models for estimating biomass and nutrient values in the aerial biomass and roots of an unmanaged eucalypt stand in Cerrado dystrophic soil. It was hypothesized that the models would estimate the nutrients of the aboveground biomass and roots after meeting the selection and validation criteria. By statistical analysis of the parameters and subsequent validation, the Schumacher–Hall model was presented to be the best fit for biomass and nutrients. This result confirmed the ability of different variables, including diameter, basal area, and height, to be predicted. Estimating the nutrient values in the aboveground biomass and roots allowed a better understanding of the quality of the vegetal residues that remained in the soil. For dystrophic soils, which occur in the Cerrado, these estimates become even more relevant. |
topic |
non-linear model Schumacher–Hall model aerial biomass nutrient cycling |
url |
https://www.mdpi.com/1999-4907/11/10/1097 |
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