3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation

Detalhes bibliográficos
Autor(a) principal: de Lemos, Cristiane Zani
Data de Publicação: 2023
Outros Autores: Carrero, Omar, Hakamada, Rodrigo, Silva, Luis Fernando, Ferreira, Karina, Stape, José Luiz [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.18671/scifor.v51.07
http://hdl.handle.net/11449/247177
Resumo: 3-PG is a widely process-based model used to estimate forest growth. After 20 years of use, along with progress in scientific knowledge, some model processes can be improved, such as soil water balance. The objective of this study was to assess the enhancements in the 3-PG model for Eucalyptus urophylla by changing the soil water availability, which considers the depth of the root system in the soil profile as stand ages. To set up the model and assess the improvement, a site in Sao Paulo state, Brazil, was used. From this trial two treatments were selected: 1) control (operational fertilization, without irrigation) and 2) fertilized and irrigated. The model enhancement for rooting depth and the maximum amount of water available was based on a measured relationship between the above-ground height and below-ground root depth, by replacing the constant value of the available soil water in the original 3-PG with a dynamic amount that increases as the root system grows. This modification increased the model efficiency to estimate the stem biomass and the leaf area index. This work can be used by researchers and forest managers using the 3PG model, as there was a significant improvement in stem biomass estimates, where the root mean square error (RMSE) decreased from 18.22 (original) to 12.16 (increased) Mg ha-1 yr-1 for non-irrigated treatment, increasing the model accuracy in forest biomass estimates.
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spelling 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantationAprimoramento do modelo 3-PG pela modificação da disponibilidade de água no solo em Eucalyptus urophyllaEco-physiological modelingForest growthForest modellingProcess-based modelling3-PG is a widely process-based model used to estimate forest growth. After 20 years of use, along with progress in scientific knowledge, some model processes can be improved, such as soil water balance. The objective of this study was to assess the enhancements in the 3-PG model for Eucalyptus urophylla by changing the soil water availability, which considers the depth of the root system in the soil profile as stand ages. To set up the model and assess the improvement, a site in Sao Paulo state, Brazil, was used. From this trial two treatments were selected: 1) control (operational fertilization, without irrigation) and 2) fertilized and irrigated. The model enhancement for rooting depth and the maximum amount of water available was based on a measured relationship between the above-ground height and below-ground root depth, by replacing the constant value of the available soil water in the original 3-PG with a dynamic amount that increases as the root system grows. This modification increased the model efficiency to estimate the stem biomass and the leaf area index. This work can be used by researchers and forest managers using the 3PG model, as there was a significant improvement in stem biomass estimates, where the root mean square error (RMSE) decreased from 18.22 (original) to 12.16 (increased) Mg ha-1 yr-1 for non-irrigated treatment, increasing the model accuracy in forest biomass estimates.Agriflora, SPUniversidade Federal Rural de Pernambuco – UFRPE, PEInstituto de Pesquisas e Estudos Florestais – IPEF, SPUniversidad de Guadalajara – UDG, JaliscoPaper Excellence, SPSylvamo, SPDepartamento de Ciência Florestal Universidade Estadual Paulista “Júlio de Mesquita Filho” – UNESP, SPDepartamento de Ciência Florestal Universidade Estadual Paulista “Júlio de Mesquita Filho” – UNESP, SPAgrifloraUniversidade Federal Rural de Pernambuco – UFRPEInstituto de Pesquisas e Estudos Florestais – IPEFUniversidad de Guadalajara – UDGPaper ExcellenceSylvamoUniversidade Estadual Paulista (UNESP)de Lemos, Cristiane ZaniCarrero, OmarHakamada, RodrigoSilva, Luis FernandoFerreira, KarinaStape, José Luiz [UNESP]2023-07-29T13:08:25Z2023-07-29T13:08:25Z2023-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.18671/scifor.v51.07Scientia Forestalis/Forest Sciences, v. 51.1413-9324http://hdl.handle.net/11449/24717710.18671/scifor.v51.072-s2.0-85152623030Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengScientia Forestalis/Forest Sciencesinfo:eu-repo/semantics/openAccess2023-07-29T13:08:25Zoai:repositorio.unesp.br:11449/247177Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T18:04:33.628193Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
Aprimoramento do modelo 3-PG pela modificação da disponibilidade de água no solo em Eucalyptus urophylla
title 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
spellingShingle 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
de Lemos, Cristiane Zani
Eco-physiological modeling
Forest growth
Forest modelling
Process-based modelling
title_short 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
title_full 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
title_fullStr 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
title_full_unstemmed 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
title_sort 3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
author de Lemos, Cristiane Zani
author_facet de Lemos, Cristiane Zani
Carrero, Omar
Hakamada, Rodrigo
Silva, Luis Fernando
Ferreira, Karina
Stape, José Luiz [UNESP]
author_role author
author2 Carrero, Omar
Hakamada, Rodrigo
Silva, Luis Fernando
Ferreira, Karina
Stape, José Luiz [UNESP]
author2_role author
author
author
author
author
dc.contributor.none.fl_str_mv Agriflora
Universidade Federal Rural de Pernambuco – UFRPE
Instituto de Pesquisas e Estudos Florestais – IPEF
Universidad de Guadalajara – UDG
Paper Excellence
Sylvamo
Universidade Estadual Paulista (UNESP)
dc.contributor.author.fl_str_mv de Lemos, Cristiane Zani
Carrero, Omar
Hakamada, Rodrigo
Silva, Luis Fernando
Ferreira, Karina
Stape, José Luiz [UNESP]
dc.subject.por.fl_str_mv Eco-physiological modeling
Forest growth
Forest modelling
Process-based modelling
topic Eco-physiological modeling
Forest growth
Forest modelling
Process-based modelling
description 3-PG is a widely process-based model used to estimate forest growth. After 20 years of use, along with progress in scientific knowledge, some model processes can be improved, such as soil water balance. The objective of this study was to assess the enhancements in the 3-PG model for Eucalyptus urophylla by changing the soil water availability, which considers the depth of the root system in the soil profile as stand ages. To set up the model and assess the improvement, a site in Sao Paulo state, Brazil, was used. From this trial two treatments were selected: 1) control (operational fertilization, without irrigation) and 2) fertilized and irrigated. The model enhancement for rooting depth and the maximum amount of water available was based on a measured relationship between the above-ground height and below-ground root depth, by replacing the constant value of the available soil water in the original 3-PG with a dynamic amount that increases as the root system grows. This modification increased the model efficiency to estimate the stem biomass and the leaf area index. This work can be used by researchers and forest managers using the 3PG model, as there was a significant improvement in stem biomass estimates, where the root mean square error (RMSE) decreased from 18.22 (original) to 12.16 (increased) Mg ha-1 yr-1 for non-irrigated treatment, increasing the model accuracy in forest biomass estimates.
publishDate 2023
dc.date.none.fl_str_mv 2023-07-29T13:08:25Z
2023-07-29T13:08:25Z
2023-01-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.18671/scifor.v51.07
Scientia Forestalis/Forest Sciences, v. 51.
1413-9324
http://hdl.handle.net/11449/247177
10.18671/scifor.v51.07
2-s2.0-85152623030
url http://dx.doi.org/10.18671/scifor.v51.07
http://hdl.handle.net/11449/247177
identifier_str_mv Scientia Forestalis/Forest Sciences, v. 51.
1413-9324
10.18671/scifor.v51.07
2-s2.0-85152623030
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Scientia Forestalis/Forest Sciences
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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