Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands

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The expansion of oil palm plantations into peatlands presents a critical area of study, particularly in understanding how nutrient dynamics and groundwater management influence oil palm yield. This research was conducted on smallholder oil palm plantations comprising 8–10-year-old palms cultivated o...

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Detalles Bibliográficos
Autores: Darwati, Ireng, Yusron, Muchamad, Purnomo, Joko, Suryadi, Rudi, Rusmin, Devi, Trisilawati, Octivia, Yatno, Edi, Pitono, Joko, Nurjaya, Djajadi, Syakir, Muhammad, Fidiyawati, Eni, Hartati, Rr Sri
Formato: artículo
Fecha de Publicación:2025
Institución:Universidad Nacional de Trujillo
Repositorio:Revistas - Universidad Nacional de Trujillo
Lenguaje:inglés
OAI Identifier:oai:ojs.revistas.unitru.edu.pe:article/6423
Enlace del recurso:https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/6423
Nivel de acceso:acceso abierto
Materia:Groundwater management
nutrient-soil management
peat soil
palm growth
soil chemistry
Nível de água subterrânea
dinâmica de nutrientes
palmeira de óleo
solo de turfa
SEM-PLS
NCA
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network_acronym_str REVUNITRU
network_name_str Revistas - Universidad Nacional de Trujillo
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dc.title.none.fl_str_mv Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
AVALIANDO A RELAÇÃO ENTRE A DINÂMICA DE NUTRIENTES E A PRODUÇÃO DE PALMA DE ÓLEO EM TURFAS USANDO SEM-PLS: UM ESTUDO DE CASO EM BENGKALIS, RIAU, INDONÉSIA
title Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
spellingShingle Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
Darwati, Ireng
Groundwater management
nutrient-soil management
peat soil
palm growth
soil chemistry
Nível de água subterrânea
dinâmica de nutrientes
palmeira de óleo
solo de turfa
SEM-PLS
NCA
title_short Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
title_full Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
title_fullStr Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
title_full_unstemmed Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
title_sort Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlands
dc.creator.none.fl_str_mv Darwati, Ireng
Yusron, Muchamad
Purnomo, Joko
Suryadi, Rudi
Rusmin, Devi
Trisilawati, Octivia
Yatno, Edi
Pitono, Joko
Nurjaya
Djajadi
Syakir, Muhammad
Fidiyawati, Eni
Hartati, Rr Sri
author Darwati, Ireng
author_facet Darwati, Ireng
Yusron, Muchamad
Purnomo, Joko
Suryadi, Rudi
Rusmin, Devi
Trisilawati, Octivia
Yatno, Edi
Pitono, Joko
Nurjaya
Djajadi
Syakir, Muhammad
Fidiyawati, Eni
Hartati, Rr Sri
author_role author
author2 Yusron, Muchamad
Purnomo, Joko
Suryadi, Rudi
Rusmin, Devi
Trisilawati, Octivia
Yatno, Edi
Pitono, Joko
Nurjaya
Djajadi
Syakir, Muhammad
Fidiyawati, Eni
Hartati, Rr Sri
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv Groundwater management
nutrient-soil management
peat soil
palm growth
soil chemistry
Nível de água subterrânea
dinâmica de nutrientes
palmeira de óleo
solo de turfa
SEM-PLS
NCA
topic Groundwater management
nutrient-soil management
peat soil
palm growth
soil chemistry
Nível de água subterrânea
dinâmica de nutrientes
palmeira de óleo
solo de turfa
SEM-PLS
NCA
description The expansion of oil palm plantations into peatlands presents a critical area of study, particularly in understanding how nutrient dynamics and groundwater management influence oil palm yield. This research was conducted on smallholder oil palm plantations comprising 8–10-year-old palms cultivated on peat soils in Bengkalis Regency, Riau Province. A completely randomized block design was used, incorporating three groundwater table treatments: A. 40 cm, B. 60 cm, and C. 80 cm. Fertilizer application rates were as follows: urea at 2.50 kg/tree/year, SP-36 at 2.75 kg/tree/year, MOP (KCl) at 2.25 kg/tree/year, and dolomite at 2.00 kg/tree/year. Data analysis utilized a combination of Structural Equation Modeling based on Partial Least Squares (SEM-PLS) and Necessary Condition Analysis (NCA). The results showed that nutrient dynamics, indicated by leaf nutrient content, are the key driver connecting soil nutrient availability with oil palm yield. This finding emphasizes the importance of monitoring and managing nutrient flows through the plant to optimize fertilization strategies and improve yield performance. The combined use of SEM-PLS and NCA provides a robust analytical framework for understanding yield formation and developing nutrient management strategies for oil palm cultivation on peatlands.
publishDate 2025
dc.date.none.fl_str_mv 2025-11-10
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/6423
url https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/6423
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/6423/7049
dc.rights.none.fl_str_mv Derechos de autor 2025 Scientia Agropecuaria
https://creativecommons.org/licenses/by-nc/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2025 Scientia Agropecuaria
https://creativecommons.org/licenses/by-nc/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional de Trujillo
publisher.none.fl_str_mv Universidad Nacional de Trujillo
dc.source.none.fl_str_mv Scientia Agropecuaria; Vol. 17 Núm. 1 (2026): Enero-Marzo; 165-177
Scientia Agropecuaria; Vol. 17 No. 1 (2026): Enero-Marzo; 165-177
2306-6741
2077-9917
reponame:Revistas - Universidad Nacional de Trujillo
instname:Universidad Nacional de Trujillo
instacron:UNITRU
instname_str Universidad Nacional de Trujillo
instacron_str UNITRU
institution UNITRU
reponame_str Revistas - Universidad Nacional de Trujillo
collection Revistas - Universidad Nacional de Trujillo
repository.name.fl_str_mv
repository.mail.fl_str_mv
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spelling Integrating SEM-PLS and NCA to reveal the mediating role of leaf nutrient status in linking soil nutrient availability and oil palm yield in peatlandsAVALIANDO A RELAÇÃO ENTRE A DINÂMICA DE NUTRIENTES E A PRODUÇÃO DE PALMA DE ÓLEO EM TURFAS USANDO SEM-PLS: UM ESTUDO DE CASO EM BENGKALIS, RIAU, INDONÉSIADarwati, IrengYusron, MuchamadPurnomo, JokoSuryadi, RudiRusmin, DeviTrisilawati, OctiviaYatno, EdiPitono, JokoNurjayaDjajadiSyakir, MuhammadFidiyawati, EniHartati, Rr Sri Groundwater managementnutrient-soil managementpeat soilpalm growthsoil chemistryNível de água subterrâneadinâmica de nutrientespalmeira de óleosolo de turfaSEM-PLSNCAThe expansion of oil palm plantations into peatlands presents a critical area of study, particularly in understanding how nutrient dynamics and groundwater management influence oil palm yield. This research was conducted on smallholder oil palm plantations comprising 8–10-year-old palms cultivated on peat soils in Bengkalis Regency, Riau Province. A completely randomized block design was used, incorporating three groundwater table treatments: A. 40 cm, B. 60 cm, and C. 80 cm. Fertilizer application rates were as follows: urea at 2.50 kg/tree/year, SP-36 at 2.75 kg/tree/year, MOP (KCl) at 2.25 kg/tree/year, and dolomite at 2.00 kg/tree/year. Data analysis utilized a combination of Structural Equation Modeling based on Partial Least Squares (SEM-PLS) and Necessary Condition Analysis (NCA). The results showed that nutrient dynamics, indicated by leaf nutrient content, are the key driver connecting soil nutrient availability with oil palm yield. This finding emphasizes the importance of monitoring and managing nutrient flows through the plant to optimize fertilization strategies and improve yield performance. The combined use of SEM-PLS and NCA provides a robust analytical framework for understanding yield formation and developing nutrient management strategies for oil palm cultivation on peatlands.A expansão de plantações de dendezeiros para turfeiras representa uma área crítica de estudo, particularmente na compreensão de como a dinâmica de nutrientes e o manejo das águas subterrâneas influenciam a produtividade do dendezeiro. Esta pesquisa foi conduzida em plantações de dendezeiros de pequenos produtores de 8 a 10 anos, cultivadas em solos de turfa na Regência de Bengkalis, Província de Riau. Utilizou-se o delineamento em blocos casualizados, incorporando três tratamentos de lençol freático: A. 40 cm, B. 60 cm e C. 80 cm. As taxas de aplicação de fertilizantes foram: ureia a 2,50 kg/árvore/ano, SP-36 a 2,75 kg/árvore/ano, MOP (KCl) a 2,25 kg/árvore/ano e dolomita a 2 kg/árvore/ano. A análise de dados utilizou uma combinação de Modelagem de Equações Estruturais baseada em Mínimos Quadrados Parciais (SEM-PLS) e Análise de Condição Necessária (NCA). A SEM-PLS identificou vias de suficiência, enquanto a NCA determinou limiares críticos de nutrientes — ou gargalos — necessários para o crescimento e a produtividade ideais. Os resultados indicam que o teor de nutrientes foliares é um intermediário fundamental entre a disponibilidade de nutrientes no solo e a produtividade, sendo um fator essencial no crescimento do dendezeiro. Em contraste, o efeito direto do crescimento da planta sobre a produtividade foi mínimo. O uso combinado da SEM-PLS e da NCA fornece uma estrutura analítica robusta para a compreensão da formação da produtividade e o desenvolvimento de estratégias de manejo de nutrientes para o cultivo de dendezeiro em turfeiras.Universidad Nacional de Trujillo2025-11-10info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/6423Scientia Agropecuaria; Vol. 17 Núm. 1 (2026): Enero-Marzo; 165-177 Scientia Agropecuaria; Vol. 17 No. 1 (2026): Enero-Marzo; 165-177 2306-67412077-9917reponame:Revistas - Universidad Nacional de Trujilloinstname:Universidad Nacional de Trujilloinstacron:UNITRUenghttps://revistas.unitru.edu.pe/index.php/scientiaagrop/article/view/6423/7049Derechos de autor 2025 Scientia Agropecuariahttps://creativecommons.org/licenses/by-nc/4.0info:eu-repo/semantics/openAccessoai:ojs.revistas.unitru.edu.pe:article/64232025-10-05T13:50:29Z
score 13.949556
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