Combining wood traits as a promising timber origin verification and its application in the Brazilian trade chain
| dc.contributor.author | Hornink, Bruna | |
| dc.contributor.author | Ortega-Rodriguez, Daigard Ricardo | |
| dc.contributor.author | Amorim, Deoclecio J | |
| dc.contributor.author | Groenendijk, Peter | |
| dc.contributor.author | Paredes-Villanueva, Kathelyn | |
| dc.contributor.author | Roquette, José Guilherme | |
| dc.contributor.author | Barbosa, Ana Carolina M C | |
| dc.contributor.author | Vidal, Edson | |
| dc.contributor.author | Gontijo, Alexandre Bahia | |
| dc.contributor.author | Costa, Monique S | |
| dc.contributor.author | Rodrigues Nunes de Senna, Norma | |
| dc.contributor.author | de Lemos, Davi Neves | |
| dc.contributor.author | Venegas-Gonzalez, Alejandro | |
| dc.contributor.author | Callado, Catia H | |
| dc.contributor.author | Jaén-Barrios, Nelson | |
| dc.contributor.author | Fontana, Cláudia | |
| dc.contributor.author | Granato-Souza, Daniela | |
| dc.contributor.author | Assis-Pereira, Gabriel | |
| dc.contributor.author | Requena-Rojas, Edilson J | |
| dc.contributor.author | Portal-Cahuana, Leif A | |
| dc.contributor.author | Pereira, Lucas G | |
| dc.contributor.author | Chaddad, Fabio | |
| dc.contributor.author | Bovi, Renata C [UNESP] | |
| dc.contributor.author | Carvalho, Hudson W P | |
| dc.contributor.author | Tomazello-Filho, Mario | |
| dc.date.accessioned | 2026-04-09T19:54:03Z | |
| dc.date.issued | 2025-10-17 | |
| dc.description.abstract | Tracing the geographic origin of wood remains a major challenge in the fight against illegal timber in tropical countries. Methods using anatomical, chemical, isotopic and DNA markers have been successfully tested, but methods are either expensive, unpractical in the field or time consuming. By analyzing 17 Neotropical populations of Cedrela spp., we investigated the potential to improve wood provenance identification by combining wood traits measured with field adaptable equipment. Using machine learning models, we demonstrate that Ca, K, S, Al, wood density and tree growth rates predict wood origin with over 80 % accuracy at the regional scale and 63 % accuracy at the site level. Climate and soil conditions are the primary drivers of wood traits, particularly Ca, highlighting its value as a "fingerprint." National and international efforts to build robust reference databases are needed. Our cost-effective and reliable method for tracing wood origins can be a powerful tool to aid law enforcement in fighting illegal timber trade. | |
| dc.description.affiliation | Department of Plant Biology, Institute of Biology, University of Campinas - UNICAMP, Campinas, São Paulo, 13083-970, Brazil; Universidade de Sao Paulo, Escola Superior de Agricultura Luiz de Queiroz, Departamento de Ciências Florestais, Av. Pádua Dias N° 11, Piracicaba, São Paulo, 13418-900, Brazil. | |
| dc.description.affiliation | Universidade de Sao Paulo, Escola Superior de Agricultura Luiz de Queiroz, Departamento de Ciências Florestais, Av. Pádua Dias N° 11, Piracicaba, São Paulo, 13418-900, Brazil. Electronic address: dai.ricardo.or@gmail.com. | |
| dc.description.affiliation | Center for Nuclear Energy in Agriculture, University of São Paulo, Piracicaba, 13416-000, SP, Brazil. | |
| dc.description.affiliation | Department of Plant Biology, Institute of Biology, University of Campinas - UNICAMP, Campinas, São Paulo, 13083-970, Brazil. | |
| dc.description.affiliation | Carrera de Ingeniería Forestal, Laboratorio de Dendrocronología, Facultad de Ciencias Agrícolas, Universidad Autónoma Gabriel René Moreno, Km 9 al Norte, El Vallecito, Santa Cruz, Bolivia. | |
| dc.description.affiliation | CAEx Ambiental, Procuradoria-Geral de Justiça do Estado de Mato Grosso, Cuiabá, MT, Brazil. | |
| dc.description.affiliation | Departamento de Ciências Florestais, Universidade Federal de Lavras, Lavras, MG, 37203-202, Brazil. | |
| dc.description.affiliation | Universidade de Sao Paulo, Escola Superior de Agricultura Luiz de Queiroz, Departamento de Ciências Florestais, Av. Pádua Dias N° 11, Piracicaba, São Paulo, 13418-900, Brazil. | |
| dc.description.affiliation | Forest Products Laboratory, Brazilian Forest Service, Ministry of Environment and Climate Change - MMA, Brasília, Distrito Federal, 70.818-900, Brazil; University of Brasília, Institute of Biological Sciences, Graduate Program in Ecology, Distrito Federal, 70910-900, Brazil. | |
| dc.description.affiliation | Programa de Pós-graduação em Biologia Vegetal, Universidade do Estado do Rio de Janeiro, Instituto de Biologia Roberto Alcantara Gomes, Laboratório de Anatomia Vegetal, Rua São Francisco Xavier, 524 - PHLC, sala 224, Rio de Janeiro, RJ, 20550-013, Brazil. | |
| dc.description.affiliation | Programa de Pós-graduação em Ecologia, Departamento de Biologia Geral, Universidade Federal de Viçosa, Viçosa - Minas Gerais, Brasil. | |
| dc.description.affiliation | Instituto de Ciencias Agroalimentarias, Animales y Ambientales (ICA3) - Universidad de O'Higgins, Santiago, Chile. | |
| dc.description.affiliation | Department of Plant Biology, Institute of Biology, University of Campinas - UNICAMP, Campinas, São Paulo, 13083-970, Brazil; Universidad de Panamá, Facultad de Ciencias Naturales, Exactas y Tecnología, Departamento de Botánica, Ciudad de Panamá, Panamá. | |
| dc.description.affiliation | Universidade de Sao Paulo, Escola Superior de Agricultura Luiz de Queiroz, Departamento de Ciências Florestais, Av. Pádua Dias N° 11, Piracicaba, São Paulo, 13418-900, Brazil; Instituto de Pesquisas Ambientais (IPA) do Estado de São Paulo, Departamento Técnico-Científico, Assis, 19802-300, São Paulo, Brazil. | |
| dc.description.affiliation | Department of Geosciences, University of Arkansas, Fayetteville. Electronic address: dgranato@uark.edu. | |
| dc.description.affiliation | Universidade de Sao Paulo, Escola Superior de Agricultura Luiz de Queiroz, Departamento de Ciências Florestais, Av. Pádua Dias N° 11, Piracicaba, São Paulo, 13418-900, Brazil; Research and Development Department, Monte Verde Environmental Solutions, Itajubá, MG, Brazil. | |
| dc.description.affiliation | Laboratorio de Dendrocronología, Universidad Continental, Urbanización San Antonio, Avenida San Carlos 1980, Huancayo, Junín, Peru; Dirección de Servicios Estratégicos Agrarios, Instituto Nacional de Innovación Agraria (INIA), Carretera Saños Grande - Hualahoyo Km 8 Santa Ana, Huancayo, Peru. | |
| dc.description.affiliation | Instituto de Pesquisa em Florestas e Ecossistemas Tropicais (INIFET), Escola Profissional de Engenharia Florestal, Universidade Nacional Toribio Rodríguez de Mendoza de Amazonas, Calle Higos Urco N° 342-350-356, Chachapoyas, Amazonas, Peru. | |
| dc.description.affiliation | Universidade Estadual Paulista, Faculdade de Ciências Agronômicas, Department of Forest Science, Soils and Environment, Av. Universitária, 3780, Botucatu, São Paulo, 18610-034, Brazil. | |
| dc.description.affiliationUnesp | Universidade Estadual Paulista, Faculdade de Ciências Agronômicas, Department of Forest Science, Soils and Environment, Av. Universitária, 3780, Botucatu, São Paulo, 18610-034, Brazil. | |
| dc.identifier | https://app.dimensions.ai/details/publication/pub.1194028024 | |
| dc.identifier.dimensions | pub.1194028024 | |
| dc.identifier.doi | 10.1016/j.scitotenv.2025.180710 | |
| dc.identifier.issn | 0048-9697 | |
| dc.identifier.issn | 1879-1026 | |
| dc.identifier.orcid | 0000-0002-8765-540X | |
| dc.identifier.orcid | 0000-0003-1937-6801 | |
| dc.identifier.orcid | 0000-0002-2844-3239 | |
| dc.identifier.orcid | 0000-0003-2752-6195 | |
| dc.identifier.orcid | 0000-0003-2439-131X | |
| dc.identifier.orcid | 0000-0003-0645-9173 | |
| dc.identifier.orcid | 0000-0002-9823-1063 | |
| dc.identifier.orcid | 0000-0002-8028-6998 | |
| dc.identifier.orcid | 0000-0003-2728-0383 | |
| dc.identifier.orcid | 0000-0002-8958-9071 | |
| dc.identifier.orcid | 0000-0003-4568-4533 | |
| dc.identifier.orcid | 0000-0003-2190-3375 | |
| dc.identifier.orcid | 0000-0002-2990-6469 | |
| dc.identifier.orcid | 0000-0003-2032-5673 | |
| dc.identifier.orcid | 0000-0002-7011-0892 | |
| dc.identifier.orcid | 0000-0001-5274-0033 | |
| dc.identifier.orcid | 0000-0002-0653-587X | |
| dc.identifier.orcid | 0000-0002-2717-4348 | |
| dc.identifier.orcid | 0000-0002-8361-9831 | |
| dc.identifier.orcid | 0000-0002-9814-0778 | |
| dc.identifier.pmid | 41109192 | |
| dc.identifier.uri | https://hdl.handle.net/11449/320996 | |
| dc.publisher | Elsevier | |
| dc.relation.ispartof | The Science of The Total Environment; v. 1003; p. 180710 | |
| dc.rights.accessRights | Acesso restrito | pt |
| dc.rights.sourceRights | closed | |
| dc.source | Dimensions | |
| dc.title | Combining wood traits as a promising timber origin verification and its application in the Brazilian trade chain | |
| dc.type | Artigo | pt |
| dspace.entity.type | Publication | |
| relation.isOrgUnitOfPublication | ef1a6328-7152-4981-9835-5e79155d5511 | |
| relation.isOrgUnitOfPublication.latestForDiscovery | ef1a6328-7152-4981-9835-5e79155d5511 | |
| unesp.campus | Universidade Estadual Paulista (UNESP), Faculdade de Ciências Agronômicas, Botucatu | pt |

