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
Descripción del Articulo
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...
| Autores: | , , , , , , , , , , , , |
|---|---|
| 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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Revistas - Universidad Nacional de Trujillo |
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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 |
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Universidad Nacional de Trujillo |
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UNITRU |
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UNITRU |
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Revistas - Universidad Nacional de Trujillo |
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Revistas - Universidad Nacional de Trujillo |
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1849691949836009472 |
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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 |
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13.949556 |
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).