3-PG model enhancement by modifying soil water availability in a tropical Eucalyptus urophylla plantation
Autor(a) principal: | |
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Data de Publicação: | 2023 |
Outros Autores: | , , , , |
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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Repositório Institucional da UNESP |
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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 |
|
_version_ |
1808128890013483008 |