MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon

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This study addressed multi-product optimization in Cedrelinga cateniformis plantations in the Peruvian Amazon, aiming to maximize volumetric yields of logs and sawn lumber. Data from seven plantations of different ages and types, established on degraded land, were analyzed by using ten stem profile...

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Detalles Bibliográficos
Autores: Baselly-Villanueva, Juan Rodrigo, Fernández-Sandoval, Andrés, Salazar-Hinostroza, Evelin Judith, Cárdenas-Rengifo, Gloria Patricia, Puerta, Ronald, Chuquizuta Trigoso, Tony Steven, Rufasto-Peralta, Yennifer Lisbeth, Vallejos-Torres, Geomar, Goycochea Casas, Gianmarco, Araújo Junior, Carlos Alberto, Quiñónez-Barraza, Gerónimo, Álvarez-Álvarez, Pedro, Garcia Leite, Helio
Formato: artículo
Fecha de Publicación:2025
Institución:Instituto Nacional de Innovación Agraria
Repositorio:INIA-Institucional
Lenguaje:inglés
OAI Identifier:oai:null:20.500.12955/2636
Enlace del recurso:http://hdl.handle.net/20.500.12955/2636
https://doi.org/10.3390/f16010164
Nivel de acceso:acceso abierto
Materia:agroforestry
dynamic programming
logs
production planning
sawn lumber
taper
wood industry
https://purl.org/pe-repo/ocde/ford#4.01.02
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dc.title.none.fl_str_mv MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
title MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
spellingShingle MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
Baselly-Villanueva, Juan Rodrigo
agroforestry
dynamic programming
logs
production planning
sawn lumber
taper
wood industry
https://purl.org/pe-repo/ocde/ford#4.01.02
FORESTAL
title_short MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
title_full MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
title_fullStr MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
title_full_unstemmed MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
title_sort MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon
author Baselly-Villanueva, Juan Rodrigo
author_facet Baselly-Villanueva, Juan Rodrigo
Fernández-Sandoval, Andrés
Salazar-Hinostroza, Evelin Judith
Cárdenas-Rengifo, Gloria Patricia
Puerta, Ronald
Chuquizuta Trigoso, Tony Steven
Rufasto-Peralta, Yennifer Lisbeth
Vallejos-Torres, Geomar
Goycochea Casas, Gianmarco
Araújo Junior, Carlos Alberto
Quiñónez-Barraza, Gerónimo
Álvarez-Álvarez, Pedro
Garcia Leite, Helio
author_role author
author2 Fernández-Sandoval, Andrés
Salazar-Hinostroza, Evelin Judith
Cárdenas-Rengifo, Gloria Patricia
Puerta, Ronald
Chuquizuta Trigoso, Tony Steven
Rufasto-Peralta, Yennifer Lisbeth
Vallejos-Torres, Geomar
Goycochea Casas, Gianmarco
Araújo Junior, Carlos Alberto
Quiñónez-Barraza, Gerónimo
Álvarez-Álvarez, Pedro
Garcia Leite, Helio
author2_role author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Baselly-Villanueva, Juan Rodrigo
Fernández-Sandoval, Andrés
Salazar-Hinostroza, Evelin Judith
Cárdenas-Rengifo, Gloria Patricia
Puerta, Ronald
Chuquizuta Trigoso, Tony Steven
Rufasto-Peralta, Yennifer Lisbeth
Vallejos-Torres, Geomar
Goycochea Casas, Gianmarco
Araújo Junior, Carlos Alberto
Quiñónez-Barraza, Gerónimo
Álvarez-Álvarez, Pedro
Garcia Leite, Helio
dc.subject.none.fl_str_mv agroforestry
dynamic programming
logs
production planning
sawn lumber
taper
wood industry
topic agroforestry
dynamic programming
logs
production planning
sawn lumber
taper
wood industry
https://purl.org/pe-repo/ocde/ford#4.01.02
FORESTAL
dc.subject.ocde.none.fl_str_mv https://purl.org/pe-repo/ocde/ford#4.01.02
dc.subject.agrovoc.none.fl_str_mv FORESTAL
description This study addressed multi-product optimization in Cedrelinga cateniformis plantations in the Peruvian Amazon, aiming to maximize volumetric yields of logs and sawn lumber. Data from seven plantations of different ages and types, established on degraded land, were analyzed by using ten stem profile models to predict taper and optimize wood use. In addition, the structure of each plantation was evaluated using diameter distributions and height–diameter ratios; log and sawn timber production was optimized using SigmaE 2.0 software. The Garay model proved most effective, providing high predictive accuracy (adjusted R2 values up to 0.963) and biological realism. Marked differences in volumetric yield were observed between plantations: older and more widely spaced plantations produced higher timber volumes. Logs of optimal length (1.83–3.05 m) and larger dimension wood (e.g., 25.40 × 5.08 cm) were identified as key contributors to maximizing volumetric yields. The highest yields were observed in mature plantations, in which the total log volume reached 508.1 m3ha−1 and the sawn lumber volume 333.6 m3ha−1 . The findings demonstrate the power of data-driven decision-making in the timber industry. By combining precise modeling and optimization techniques, we developed a framework that enables sawmill operators to maximize log and lumber yields. The insights gained from this research can be used to improve operational efficiency and reduce waste, ultimately leading to increased profitability. These practices promote support for smallholders and the forestry industry while contributing to the long-term development of the Peruvian Amazon.
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2025-01-28T22:09:25Z
dc.date.available.none.fl_str_mv 2025-01-28T22:09:25Z
dc.date.issued.fl_str_mv 2025-01-16
dc.type.none.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.none.fl_str_mv Baselly-Villanueva, J.R.; Fernández-Sandoval, A.; Salazar-Hinostroza, E.J.; Cárdenas-Rengifo, G.P.; Puerta, R.; Trigoso, T.S.C.; Rufasto-Peralta, Y.L.; Vallejos-Torres, G.; Casas, G.G.; Araújo Junior, C.A.; et al. MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon. Forests 2025, 16, 164. https://doi.org/ 10.3390/f16010164
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12955/2636
dc.identifier.doi.none.fl_str_mv https://doi.org/10.3390/f16010164
identifier_str_mv Baselly-Villanueva, J.R.; Fernández-Sandoval, A.; Salazar-Hinostroza, E.J.; Cárdenas-Rengifo, G.P.; Puerta, R.; Trigoso, T.S.C.; Rufasto-Peralta, Y.L.; Vallejos-Torres, G.; Casas, G.G.; Araújo Junior, C.A.; et al. MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon. Forests 2025, 16, 164. https://doi.org/ 10.3390/f16010164
url http://hdl.handle.net/20.500.12955/2636
https://doi.org/10.3390/f16010164
dc.language.iso.none.fl_str_mv eng
language eng
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dc.relation.publisherversion.none.fl_str_mv MDPI
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
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eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
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dc.publisher.none.fl_str_mv MDPI
dc.publisher.country.none.fl_str_mv CH
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv Instituto Nacional de Innovación Agraria
reponame:INIA-Institucional
instname:Instituto Nacional de Innovación Agraria
instacron:INIA
instname_str Instituto Nacional de Innovación Agraria
instacron_str INIA
institution INIA
reponame_str INIA-Institucional
collection INIA-Institucional
dc.source.uri.none.fl_str_mv Repositorio Institucional - INIA
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spelling Baselly-Villanueva, Juan RodrigoFernández-Sandoval, AndrésSalazar-Hinostroza, Evelin JudithCárdenas-Rengifo, Gloria PatriciaPuerta, RonaldChuquizuta Trigoso, Tony StevenRufasto-Peralta, Yennifer LisbethVallejos-Torres, GeomarGoycochea Casas, GianmarcoAraújo Junior, Carlos AlbertoQuiñónez-Barraza, GerónimoÁlvarez-Álvarez, PedroGarcia Leite, Helio2025-01-28T22:09:25Z2025-01-28T22:09:25Z2025-01-16Baselly-Villanueva, J.R.; Fernández-Sandoval, A.; Salazar-Hinostroza, E.J.; Cárdenas-Rengifo, G.P.; Puerta, R.; Trigoso, T.S.C.; Rufasto-Peralta, Y.L.; Vallejos-Torres, G.; Casas, G.G.; Araújo Junior, C.A.; et al. MultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazon. Forests 2025, 16, 164. https://doi.org/ 10.3390/f16010164http://hdl.handle.net/20.500.12955/2636https://doi.org/10.3390/f16010164This study addressed multi-product optimization in Cedrelinga cateniformis plantations in the Peruvian Amazon, aiming to maximize volumetric yields of logs and sawn lumber. Data from seven plantations of different ages and types, established on degraded land, were analyzed by using ten stem profile models to predict taper and optimize wood use. In addition, the structure of each plantation was evaluated using diameter distributions and height–diameter ratios; log and sawn timber production was optimized using SigmaE 2.0 software. The Garay model proved most effective, providing high predictive accuracy (adjusted R2 values up to 0.963) and biological realism. Marked differences in volumetric yield were observed between plantations: older and more widely spaced plantations produced higher timber volumes. Logs of optimal length (1.83–3.05 m) and larger dimension wood (e.g., 25.40 × 5.08 cm) were identified as key contributors to maximizing volumetric yields. The highest yields were observed in mature plantations, in which the total log volume reached 508.1 m3ha−1 and the sawn lumber volume 333.6 m3ha−1 . The findings demonstrate the power of data-driven decision-making in the timber industry. By combining precise modeling and optimization techniques, we developed a framework that enables sawmill operators to maximize log and lumber yields. The insights gained from this research can be used to improve operational efficiency and reduce waste, ultimately leading to increased profitability. These practices promote support for smallholders and the forestry industry while contributing to the long-term development of the Peruvian Amazon.This research was financed by the National Forestry Program of the National Institute for Agrarian Innovation and the “Programa Presupuestal 121—Mejora de la articulación de los pequeños productores a los mercados”. The authors thank the technical team of the National Forestry Program of the San Roque Experimental Station for the support provided (Edwin Leil Pinedo Tello, Max Machoa Java and José Luis Teagua Paima). Likewise, they thank the company INDUSTRIA MADERERA SAN JUAN S.AC. The authors declare no conflicts of interest.application/pdfengMDPICHFORESTMDPIinfo:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by/4.0/Instituto Nacional de Innovación Agrariareponame:INIA-Institucionalinstname:Instituto Nacional de Innovación Agrariainstacron:INIARepositorio Institucional - INIAagroforestrydynamic programminglogsproduction planningsawn lumbertaperwood industryhttps://purl.org/pe-repo/ocde/ford#4.01.02FORESTALMultiProduct Optimization of Cedrelinga cateniformis (Ducke) Ducke in Different Plantation Systems in the Peruvian Amazoninfo:eu-repo/semantics/articleLICENSElicense.txtlicense.txttext/plain; charset=utf-81792https://repositorio.inia.gob.pe/bitstreams/eef2d749-6d00-4898-a7f7-43cb5c2089b4/downloada1dff3722e05e29dac20fa1a97a12ccfMD53ORIGINALBaselly_et-al_2025_agroforestry_cedrelinga.pdfBaselly_et-al_2025_agroforestry_cedrelinga.pdfapplication/pdf8757899https://repositorio.inia.gob.pe/bitstreams/dab178d4-a0dc-4730-b3f3-79f01383f5ce/download4083e0c8858c0f5f185eed15dbdccfddMD5420.500.12955/2636oai:repositorio.inia.gob.pe:20.500.12955/26362025-01-28 17:47:30.22https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessopen.accesshttps://repositorio.inia.gob.peRepositorio Institucional INIArepositorio@inia.gob.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