Aboveground biomass and carbon stocks in subtropical forests

Quantifying plant biomass in native forests is essential to understanding ecosystem health, primary productivity, biodiversity, and the carbon cycle, contributing to climate regulation. Therefore, the objective of this study was to establish biomass estimators and quantify biomass and carbon stocks...

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Main Authors: Hiago Adamosky Machado, Adriane Avelhaneda Mallmann, Kauana Engel, José Augusto Spiazzi Favarin, Jordan Luis Campos Modesto, Carlos Roberto Sanquetta, Ana Paula Dalla Corte, Henrique Soares Koehler, Sylvio Péllico Netto, Alexandre Behling, Jonathan William Trautenmüller
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Ecological Indicators
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Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25002250
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author Hiago Adamosky Machado
Adriane Avelhaneda Mallmann
Kauana Engel
José Augusto Spiazzi Favarin
Jordan Luis Campos Modesto
Carlos Roberto Sanquetta
Ana Paula Dalla Corte
Henrique Soares Koehler
Sylvio Péllico Netto
Alexandre Behling
Jonathan William Trautenmüller
author_facet Hiago Adamosky Machado
Adriane Avelhaneda Mallmann
Kauana Engel
José Augusto Spiazzi Favarin
Jordan Luis Campos Modesto
Carlos Roberto Sanquetta
Ana Paula Dalla Corte
Henrique Soares Koehler
Sylvio Péllico Netto
Alexandre Behling
Jonathan William Trautenmüller
author_sort Hiago Adamosky Machado
collection DOAJ
description Quantifying plant biomass in native forests is essential to understanding ecosystem health, primary productivity, biodiversity, and the carbon cycle, contributing to climate regulation. Therefore, the objective of this study was to establish biomass estimators and quantify biomass and carbon stocks in subtropical forests in Brazil. The study area can be considered one of the largest preserved areas of the Atlantic Forest biome, covering approximately 6,000 km2. Two procedures were used to quantify biomass and carbon: i) for trees with less than 50 cm of dbh, equations were established using allometric data collected; ii) for trees with more than 50 cm of dbh, the equations established by Trautenmüller et al. (2021) were used. These equations were biologically consistent and were corrected for heteroscedasticity, using the WNSUR procedure. These equations were later used to estimate the biomass of everyone in an inventory of subtropical forests in the state of Paraná, Brazil. A total of 456,302.00 ha of area with vegetation cover were found, with an average biomass stock of 117.26 Mg.ha−1. The total biomass stock for the entire area was 53,505.97 Gg, and the carbon equivalent was 92,208.63 Gg, highlighting the need to preserve this area with vegetation cover. One of the most immediate actions to mitigate the effects of climate change is to reduce deforestation, which can be the result of human activities or caused by mass movement. New studies should be carried out to assess the effects of climate extremes on carbon stocks and how these can affect the lives involved.
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spelling doaj-art-66db76c8feb949acaa504b2b493f7f5e2025-08-20T03:42:41ZengElsevierEcological Indicators1470-160X2025-03-0117211329410.1016/j.ecolind.2025.113294Aboveground biomass and carbon stocks in subtropical forestsHiago Adamosky Machado0Adriane Avelhaneda Mallmann1Kauana Engel2José Augusto Spiazzi Favarin3Jordan Luis Campos Modesto4Carlos Roberto Sanquetta5Ana Paula Dalla Corte6Henrique Soares Koehler7Sylvio Péllico Netto8Alexandre Behling9Jonathan William Trautenmüller10Federal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, BrazilFederal University of Paraná, Department of Forest Science, Curitiba, Parana 80210-170, Brazil“Luiz de Queiroz” College of Agriculture (ESALQ), University of São Paulo (USP), Department of Forest Science, Sao Paulo 13418-900, Brazil; Corresponding author.Quantifying plant biomass in native forests is essential to understanding ecosystem health, primary productivity, biodiversity, and the carbon cycle, contributing to climate regulation. Therefore, the objective of this study was to establish biomass estimators and quantify biomass and carbon stocks in subtropical forests in Brazil. The study area can be considered one of the largest preserved areas of the Atlantic Forest biome, covering approximately 6,000 km2. Two procedures were used to quantify biomass and carbon: i) for trees with less than 50 cm of dbh, equations were established using allometric data collected; ii) for trees with more than 50 cm of dbh, the equations established by Trautenmüller et al. (2021) were used. These equations were biologically consistent and were corrected for heteroscedasticity, using the WNSUR procedure. These equations were later used to estimate the biomass of everyone in an inventory of subtropical forests in the state of Paraná, Brazil. A total of 456,302.00 ha of area with vegetation cover were found, with an average biomass stock of 117.26 Mg.ha−1. The total biomass stock for the entire area was 53,505.97 Gg, and the carbon equivalent was 92,208.63 Gg, highlighting the need to preserve this area with vegetation cover. One of the most immediate actions to mitigate the effects of climate change is to reduce deforestation, which can be the result of human activities or caused by mass movement. New studies should be carried out to assess the effects of climate extremes on carbon stocks and how these can affect the lives involved.http://www.sciencedirect.com/science/article/pii/S1470160X25002250Ecological indicatorMultivariate adjustmentWNSURClimate changeVariance structureWeighting
spellingShingle Hiago Adamosky Machado
Adriane Avelhaneda Mallmann
Kauana Engel
José Augusto Spiazzi Favarin
Jordan Luis Campos Modesto
Carlos Roberto Sanquetta
Ana Paula Dalla Corte
Henrique Soares Koehler
Sylvio Péllico Netto
Alexandre Behling
Jonathan William Trautenmüller
Aboveground biomass and carbon stocks in subtropical forests
Ecological Indicators
Ecological indicator
Multivariate adjustment
WNSUR
Climate change
Variance structure
Weighting
title Aboveground biomass and carbon stocks in subtropical forests
title_full Aboveground biomass and carbon stocks in subtropical forests
title_fullStr Aboveground biomass and carbon stocks in subtropical forests
title_full_unstemmed Aboveground biomass and carbon stocks in subtropical forests
title_short Aboveground biomass and carbon stocks in subtropical forests
title_sort aboveground biomass and carbon stocks in subtropical forests
topic Ecological indicator
Multivariate adjustment
WNSUR
Climate change
Variance structure
Weighting
url http://www.sciencedirect.com/science/article/pii/S1470160X25002250
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