A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL

Detalhes bibliográficos
Autor(a) principal: BK, Rana Bahadur
Data de Publicação: 2019
Outros Autores: Sharma, Ram Prasad, Bhandari, Shes Kanta
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Cerne (Online)
Texto Completo: https://cerne.ufla.br/site/index.php/CERNE/article/view/2002
Resumo: Carbon in the juvenile plants contributes significant share to the total carbon stock in forests. A precise estimate of aboveground biomass of the juvenile sages of trees is therefore very important. We developed a generalized allometric biomass model for the prediction of aboveground biomass of the juvenile individuals of Rhododendron arboreum (Sm.). We used biomass and other dendrometric data from 66 destructively sampled juveniles of this species in Gorkha district- a mountainous district in Nepal, for the purpose. Using eight nonlinear functions of different mathematical forms (power, exponential, fractional forms), we evaluated several individual-level characteristics, such as size (diameter, height), crown measures (crown ratio, crown width, crown spread ratio, crown index, crown fullness ratio), height-to-diameter ratio (slenderness coefficient), number of branches and wood density, and stand-level characteristics, such as altitude and slope for their potential contributions to the biomass variations of the juvenile individuals. A simple power function with cross product of the square-diameter and height as a main predictor and crown spread ratio as a covariate predictor showed the best fit to the data (R2adj = 0. 9013); RMSE = 59.349 g) with no substantial trends in the residuals and with fitted curves perfectly covering to the measured biomass data. Our model is site-specific, and its application should therefore be limited to those that formed the basis of this study.  Further research on recalibration, validation, and verification of our model, with a larger dataset collected from sites with a wider range of these characteristics, is recommended.
id UFLA-3_e8d3190a0c47938df71a27c56a5800f1
oai_identifier_str oai:cerne.ufla.br:article/2002
network_acronym_str UFLA-3
network_name_str Cerne (Online)
repository_id_str
spelling A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPALallometric modelling; community forest; crown measures, crown spread ratio; height-to-diameter ratioCarbon in the juvenile plants contributes significant share to the total carbon stock in forests. A precise estimate of aboveground biomass of the juvenile sages of trees is therefore very important. We developed a generalized allometric biomass model for the prediction of aboveground biomass of the juvenile individuals of Rhododendron arboreum (Sm.). We used biomass and other dendrometric data from 66 destructively sampled juveniles of this species in Gorkha district- a mountainous district in Nepal, for the purpose. Using eight nonlinear functions of different mathematical forms (power, exponential, fractional forms), we evaluated several individual-level characteristics, such as size (diameter, height), crown measures (crown ratio, crown width, crown spread ratio, crown index, crown fullness ratio), height-to-diameter ratio (slenderness coefficient), number of branches and wood density, and stand-level characteristics, such as altitude and slope for their potential contributions to the biomass variations of the juvenile individuals. A simple power function with cross product of the square-diameter and height as a main predictor and crown spread ratio as a covariate predictor showed the best fit to the data (R2adj = 0. 9013); RMSE = 59.349 g) with no substantial trends in the residuals and with fitted curves perfectly covering to the measured biomass data. Our model is site-specific, and its application should therefore be limited to those that formed the basis of this study.  Further research on recalibration, validation, and verification of our model, with a larger dataset collected from sites with a wider range of these characteristics, is recommended.CERNECERNE2019-07-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://cerne.ufla.br/site/index.php/CERNE/article/view/2002CERNE; Vol. 25 No. 2 (2019); 119-130CERNE; v. 25 n. 2 (2019); 119-1302317-63420104-7760reponame:Cerne (Online)instname:Universidade Federal de Lavras (UFLA)instacron:UFLAenghttps://cerne.ufla.br/site/index.php/CERNE/article/view/2002/1126Copyright (c) 2019 CERNEinfo:eu-repo/semantics/openAccessBK, Rana BahadurSharma, Ram PrasadBhandari, Shes Kanta2019-08-01T11:27:52Zoai:cerne.ufla.br:article/2002Revistahttps://cerne.ufla.br/site/index.php/CERNEPUBhttps://cerne.ufla.br/site/index.php/CERNE/oaicerne@dcf.ufla.br||cerne@dcf.ufla.br2317-63420104-7760opendoar:2024-05-21T19:54:39.687219Cerne (Online) - Universidade Federal de Lavras (UFLA)true
dc.title.none.fl_str_mv A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
title A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
spellingShingle A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
BK, Rana Bahadur
allometric modelling; community forest; crown measures, crown spread ratio; height-to-diameter ratio
title_short A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
title_full A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
title_fullStr A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
title_full_unstemmed A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
title_sort A GENERALIZED ABOVEGROUND BIOMASS MODEL FOR JUVENILE INDIVIDUALS OF RHODODENDRON ARBOREUM (Sm.) IN NEPAL
author BK, Rana Bahadur
author_facet BK, Rana Bahadur
Sharma, Ram Prasad
Bhandari, Shes Kanta
author_role author
author2 Sharma, Ram Prasad
Bhandari, Shes Kanta
author2_role author
author
dc.contributor.author.fl_str_mv BK, Rana Bahadur
Sharma, Ram Prasad
Bhandari, Shes Kanta
dc.subject.por.fl_str_mv allometric modelling; community forest; crown measures, crown spread ratio; height-to-diameter ratio
topic allometric modelling; community forest; crown measures, crown spread ratio; height-to-diameter ratio
description Carbon in the juvenile plants contributes significant share to the total carbon stock in forests. A precise estimate of aboveground biomass of the juvenile sages of trees is therefore very important. We developed a generalized allometric biomass model for the prediction of aboveground biomass of the juvenile individuals of Rhododendron arboreum (Sm.). We used biomass and other dendrometric data from 66 destructively sampled juveniles of this species in Gorkha district- a mountainous district in Nepal, for the purpose. Using eight nonlinear functions of different mathematical forms (power, exponential, fractional forms), we evaluated several individual-level characteristics, such as size (diameter, height), crown measures (crown ratio, crown width, crown spread ratio, crown index, crown fullness ratio), height-to-diameter ratio (slenderness coefficient), number of branches and wood density, and stand-level characteristics, such as altitude and slope for their potential contributions to the biomass variations of the juvenile individuals. A simple power function with cross product of the square-diameter and height as a main predictor and crown spread ratio as a covariate predictor showed the best fit to the data (R2adj = 0. 9013); RMSE = 59.349 g) with no substantial trends in the residuals and with fitted curves perfectly covering to the measured biomass data. Our model is site-specific, and its application should therefore be limited to those that formed the basis of this study.  Further research on recalibration, validation, and verification of our model, with a larger dataset collected from sites with a wider range of these characteristics, is recommended.
publishDate 2019
dc.date.none.fl_str_mv 2019-07-30
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://cerne.ufla.br/site/index.php/CERNE/article/view/2002
url https://cerne.ufla.br/site/index.php/CERNE/article/view/2002
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://cerne.ufla.br/site/index.php/CERNE/article/view/2002/1126
dc.rights.driver.fl_str_mv Copyright (c) 2019 CERNE
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2019 CERNE
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv CERNE
CERNE
publisher.none.fl_str_mv CERNE
CERNE
dc.source.none.fl_str_mv CERNE; Vol. 25 No. 2 (2019); 119-130
CERNE; v. 25 n. 2 (2019); 119-130
2317-6342
0104-7760
reponame:Cerne (Online)
instname:Universidade Federal de Lavras (UFLA)
instacron:UFLA
instname_str Universidade Federal de Lavras (UFLA)
instacron_str UFLA
institution UFLA
reponame_str Cerne (Online)
collection Cerne (Online)
repository.name.fl_str_mv Cerne (Online) - Universidade Federal de Lavras (UFLA)
repository.mail.fl_str_mv cerne@dcf.ufla.br||cerne@dcf.ufla.br
_version_ 1799874943740018688