Variation in wood density across South American tropical forests
Wood density is a critical control on tree biomass, so poor understanding of its spatial variation can lead to large and systematic errors in forest biomass estimates and carbon maps. The need to understand how and why wood density varies is especially critical in tropical America where forests have...
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| author | Martin J. P. Sullivan Oliver L. Phillips David Galbraith Everton Cristo de Almeida Edmar Almeida de Oliveira Jarcilene Silva de Almeida‐Cortez Esteban Álvarez‐Dávila Luciana F. Alves Ana Andrade Luiz E. O. C. Aragão Alejandro Araujo‐Murakami E.J.M.M. Arets Luzmila Arroyo Omar Aurelio Melo Cruz Fabrício Beggiato Baccaro Timothy R. Baker Olaf Bánki Christopher Baraloto Jos Barlow Jorcely Barroso Érika Berenguer Lilian Blanc Cecilia Blundo Damien Bonal Frans Bongers Kauane Maiara Bordin Roel Brienen Igor S. Broggio Benoît Burban George A. L. Cabral José Luís Camargo Domingos Cardoso Maria Antônia Carniello Wendeson Castro Haroldo Cavalcante de Lima Larissa Cavalheiro Sabina Cerruto Ribeiro Sonia Cesarina Palacios Ramos Victor Chama Moscoso Jérôme Chave Fernanda Coelho de Souza James A. Comiskey Fernando Cornejo Valverde Flávia R. C. Costa Ítalo Antônio Cotta Coutinho Antônio C. L. da Costa Marcelo Brilhante de Medeiros Jhon del Águila Pasquel Géraldine Derroire Kyle G. Dexter Mathias Disney Mário M. Espírito‐Santo Tomas F. Domingues Aurélie Dourdain Álvaro Duque Cristabel Durán Rangel Fernando Elias Adriane Esquivel‐Muelbert William Farfán-Ríos Sophie Fauset Ted R. Feldpausch Geraldo Wilson Fernandes Joice Ferreira Yule Roberta Ferreira Nunes João Carlos Gomes Figueiredo Karina Garcia Cabreara Roy Gonzalez Lionel Hernández Rafael Herrera Eurídice N. Honorio Coronado Walter Huaraca Huasco Mariana de Andrade Iguatemy Carlos Alfredo Joly Michelle Kalamandeen Timothy J. Killeen Joice Klipel Bente Klitgaard Susan G. W. Laurance William F. Laurance Aurora Levesley Simon L. Lewis Maurício Lima Dan Gabriela López‐González William E. Magnusson Yadvinder Malhi Lucio R. Malizia Agustina Malizia Ângelo Gilberto Manzatto José Luís Marcelo Peña Beatriz Schwantes Marimon Ben Hur Marimon Johanna Andrea Martínez‐Villa Simone Matias Reis Thiago Metzker William Milliken Abel Monteagudo‐Mendoza Peter W. Moonlight Paulo S. Morandi Pamela Moser Sandra Cristina Müller Marcelo Trindade Nascimento Daniel Negreiros Adriano Nogueira Lima Percy Núñez Vargas Washington L. Oliveira Walter A. Palacios Nadir Pallqui Camacho Alexander Parada Gutierrez Guido Pardo Molina Karla Maria Pedra de Abreu Marielos Peña‐Claros Pablo José Francisco Pena Rodrigues R. Toby Pennington Georgia Pickavance John Pipoly Nigel C. A. Pitman Maureen Playfair Aline Pontes Lopes Lourens Poorter Nayane Cristina Candida dos Santos Prestes Hirma Ramírez‐Angulo Maxime Réjou‐Méchain Carlos Reynel Gonzalo Rivas‐Torres Priscyla Maria Silva Rodrigues Domingos de Jesus Rodrigues Thaiane R. Sousa José Roberto Rodrigues Pinto G M Katherine H. Roucoux Kalle Ruokolainen Casey M. Ryan Norma Salinas Rafael P. Salomão Rubens M. Santos Tiina Särkinen Andressa B. Scabin Rodrigo Scarton Bergamin Juliana Schietti Milton Serpa de Meira Julio Serrano Miles R. Silman Richarlly da Costa Silva Camila V. J. Silva Jhonathan O. Silva Marcos Silveira Marcelo Fragomeni Simon Yahn Carlos Soto-Shareva Priscila Souza Rodolfo Souza Tereza Cristina Souza Spósito Joey Talbot Hans ter Steege John Terborgh Raquel Thomas Marisol Toledo Armando Torres‐Lezama William Trujillo Peter van der Hout Maria das Dores Magalhães Veloso Simone Aparecida Vieira Emilio Vilanova Jeanneth M. Villalobos Cayo Dora M. Villela Laura Jessica Viscarra Vincent Antoine Vos Verginia Wortel Francoise Yoko Ishida Pieter A. Zuidema Joeri A. Zwerts |
| author_browse | Abel Monteagudo‐Mendoza Adriane Esquivel‐Muelbert Adriano Nogueira Lima Agustina Malizia Alejandro Araujo‐Murakami Alexander Parada Gutierrez Aline Pontes Lopes Ana Andrade Andressa B. Scabin Antônio C. L. da Costa Armando Torres‐Lezama Aurora Levesley Aurélie Dourdain Beatriz Schwantes Marimon Ben Hur Marimon Benoît Burban Bente Klitgaard Camila V. J. Silva Carlos Alfredo Joly Carlos Reynel Casey M. Ryan Cecilia Blundo Christopher Baraloto Cristabel Durán Rangel Damien Bonal Daniel Negreiros David Galbraith Domingos Cardoso Domingos de Jesus Rodrigues Dora M. Villela E.J.M.M. Arets Edmar Almeida de Oliveira Emilio Vilanova Esteban Álvarez‐Dávila Eurídice N. Honorio Coronado Everton Cristo de Almeida Fabrício Beggiato Baccaro Fernanda Coelho de Souza Fernando Cornejo Valverde Fernando Elias Flávia R. C. Costa Francoise Yoko Ishida Frans Bongers G M Gabriela López‐González George A. L. Cabral Georgia Pickavance Geraldo Wilson Fernandes Gonzalo Rivas‐Torres Guido Pardo Molina Géraldine Derroire Hans ter Steege Haroldo Cavalcante de Lima Hirma Ramírez‐Angulo Igor S. Broggio James A. Comiskey Jarcilene Silva de Almeida‐Cortez Jeanneth M. Villalobos Cayo Jhon del Águila Pasquel Jhonathan O. Silva Joeri A. Zwerts Joey Talbot Johanna Andrea Martínez‐Villa John Pipoly John Terborgh Joice Ferreira Joice Klipel Jorcely Barroso Jos Barlow José Luís Camargo José Luís Marcelo Peña José Roberto Rodrigues Pinto João Carlos Gomes Figueiredo Juliana Schietti Julio Serrano Jérôme Chave Kalle Ruokolainen Karina Garcia Cabreara Karla Maria Pedra de Abreu Katherine H. Roucoux Kauane Maiara Bordin Kyle G. Dexter Larissa Cavalheiro Laura Jessica Viscarra Lilian Blanc Lionel Hernández Lourens Poorter Luciana F. Alves Lucio R. Malizia Luiz E. O. C. Aragão Luzmila Arroyo Marcelo Brilhante de Medeiros Marcelo Fragomeni Simon Marcelo Trindade Nascimento Marcos Silveira Maria Antônia Carniello Maria das Dores Magalhães Veloso Mariana de Andrade Iguatemy Marielos Peña‐Claros Marisol Toledo Martin J. P. Sullivan Mathias Disney Maureen Playfair Maurício Lima Dan Maxime Réjou‐Méchain Michelle Kalamandeen Miles R. Silman Milton Serpa de Meira Mário M. Espírito‐Santo Nadir Pallqui Camacho Nayane Cristina Candida dos Santos Prestes Nigel C. A. Pitman Norma Salinas Olaf Bánki Oliver L. Phillips Omar Aurelio Melo Cruz Pablo José Francisco Pena Rodrigues Pamela Moser Paulo S. Morandi Percy Núñez Vargas Peter W. Moonlight Peter van der Hout Pieter A. Zuidema Priscila Souza Priscyla Maria Silva Rodrigues R. Toby Pennington Rafael Herrera Rafael P. Salomão Raquel Thomas Richarlly da Costa Silva Rodolfo Souza Rodrigo Scarton Bergamin Roel Brienen Roy Gonzalez Rubens M. Santos Sabina Cerruto Ribeiro Sandra Cristina Müller Simon L. Lewis Simone Aparecida Vieira Simone Matias Reis Sonia Cesarina Palacios Ramos Sophie Fauset Susan G. W. Laurance Ted R. Feldpausch Tereza Cristina Souza Spósito Thaiane R. Sousa Thiago Metzker Tiina Särkinen Timothy J. Killeen Timothy R. Baker Tomas F. Domingues Verginia Wortel Victor Chama Moscoso Vincent Antoine Vos Walter A. Palacios Walter Huaraca Huasco Washington L. Oliveira Wendeson Castro William E. Magnusson William F. Laurance William Farfán-Ríos William Milliken William Trujillo Yadvinder Malhi Yahn Carlos Soto-Shareva Yule Roberta Ferreira Nunes Álvaro Duque Ângelo Gilberto Manzatto Érika Berenguer Ítalo Antônio Cotta Coutinho |
| author_facet | Martin J. P. Sullivan Oliver L. Phillips David Galbraith Everton Cristo de Almeida Edmar Almeida de Oliveira Jarcilene Silva de Almeida‐Cortez Esteban Álvarez‐Dávila Luciana F. Alves Ana Andrade Luiz E. O. C. Aragão Alejandro Araujo‐Murakami E.J.M.M. Arets Luzmila Arroyo Omar Aurelio Melo Cruz Fabrício Beggiato Baccaro Timothy R. Baker Olaf Bánki Christopher Baraloto Jos Barlow Jorcely Barroso Érika Berenguer Lilian Blanc Cecilia Blundo Damien Bonal Frans Bongers Kauane Maiara Bordin Roel Brienen Igor S. Broggio Benoît Burban George A. L. Cabral José Luís Camargo Domingos Cardoso Maria Antônia Carniello Wendeson Castro Haroldo Cavalcante de Lima Larissa Cavalheiro Sabina Cerruto Ribeiro Sonia Cesarina Palacios Ramos Victor Chama Moscoso Jérôme Chave Fernanda Coelho de Souza James A. Comiskey Fernando Cornejo Valverde Flávia R. C. Costa Ítalo Antônio Cotta Coutinho Antônio C. L. da Costa Marcelo Brilhante de Medeiros Jhon del Águila Pasquel Géraldine Derroire Kyle G. Dexter Mathias Disney Mário M. Espírito‐Santo Tomas F. Domingues Aurélie Dourdain Álvaro Duque Cristabel Durán Rangel Fernando Elias Adriane Esquivel‐Muelbert William Farfán-Ríos Sophie Fauset Ted R. Feldpausch Geraldo Wilson Fernandes Joice Ferreira Yule Roberta Ferreira Nunes João Carlos Gomes Figueiredo Karina Garcia Cabreara Roy Gonzalez Lionel Hernández Rafael Herrera Eurídice N. Honorio Coronado Walter Huaraca Huasco Mariana de Andrade Iguatemy Carlos Alfredo Joly Michelle Kalamandeen Timothy J. Killeen Joice Klipel Bente Klitgaard Susan G. W. Laurance William F. Laurance Aurora Levesley Simon L. Lewis Maurício Lima Dan Gabriela López‐González William E. Magnusson Yadvinder Malhi Lucio R. Malizia Agustina Malizia Ângelo Gilberto Manzatto José Luís Marcelo Peña Beatriz Schwantes Marimon Ben Hur Marimon Johanna Andrea Martínez‐Villa Simone Matias Reis Thiago Metzker William Milliken Abel Monteagudo‐Mendoza Peter W. Moonlight Paulo S. Morandi Pamela Moser Sandra Cristina Müller Marcelo Trindade Nascimento Daniel Negreiros Adriano Nogueira Lima Percy Núñez Vargas Washington L. Oliveira Walter A. Palacios Nadir Pallqui Camacho Alexander Parada Gutierrez Guido Pardo Molina Karla Maria Pedra de Abreu Marielos Peña‐Claros Pablo José Francisco Pena Rodrigues R. Toby Pennington Georgia Pickavance John Pipoly Nigel C. A. Pitman Maureen Playfair Aline Pontes Lopes Lourens Poorter Nayane Cristina Candida dos Santos Prestes Hirma Ramírez‐Angulo Maxime Réjou‐Méchain Carlos Reynel Gonzalo Rivas‐Torres Priscyla Maria Silva Rodrigues Domingos de Jesus Rodrigues Thaiane R. Sousa José Roberto Rodrigues Pinto G M Katherine H. Roucoux Kalle Ruokolainen Casey M. Ryan Norma Salinas Rafael P. Salomão Rubens M. Santos Tiina Särkinen Andressa B. Scabin Rodrigo Scarton Bergamin Juliana Schietti Milton Serpa de Meira Julio Serrano Miles R. Silman Richarlly da Costa Silva Camila V. J. Silva Jhonathan O. Silva Marcos Silveira Marcelo Fragomeni Simon Yahn Carlos Soto-Shareva Priscila Souza Rodolfo Souza Tereza Cristina Souza Spósito Joey Talbot Hans ter Steege John Terborgh Raquel Thomas Marisol Toledo Armando Torres‐Lezama William Trujillo Peter van der Hout Maria das Dores Magalhães Veloso Simone Aparecida Vieira Emilio Vilanova Jeanneth M. Villalobos Cayo Dora M. Villela Laura Jessica Viscarra Vincent Antoine Vos Verginia Wortel Francoise Yoko Ishida Pieter A. Zuidema Joeri A. Zwerts |
| author_sort | Martin J. P. Sullivan |
| collection | Producción científica |
| description | Wood density is a critical control on tree biomass, so poor understanding of its spatial variation can lead to large and systematic errors in forest biomass estimates and carbon maps. The need to understand how and why wood density varies is especially critical in tropical America where forests have exceptional species diversity and spatial turnover in composition. As tree identity and forest composition are challenging to estimate remotely, ground surveys are essential to know the wood density of trees, whether measured directly or inferred from their identity. Here, we assemble an extensive dataset of variation in wood density across the most forested and tree-diverse continent, examine how it relates to spatial and environmental variables, and use these relationships to predict spatial variation in wood density over tropical and sub-tropical South America. Our analysis refines previously identified east-west Amazon gradients in wood density, improves them by revealing fine-scale variation, and extends predictions into Andean, dry, and Atlantic forests. The results halve biomass prediction errors compared to a naïve scenario with no knowledge of spatial variation in wood density. Our findings will help improve remote sensing-based estimates of aboveground biomass carbon stocks across tropical South America. |
| format | Article |
| id | oai:cris.upeu.edu.pe:20.500.15037/1353 |
| institution | UPeU |
| language | English |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| record_format | dspace |
| spelling | oai:cris.upeu.edu.pe:20.500.15037/13532026-10-30T16:15:38ZVariation in wood density across South American tropical forestsMartin J. P. SullivanOliver L. PhillipsDavid GalbraithEverton Cristo de AlmeidaEdmar Almeida de OliveiraJarcilene Silva de Almeida‐CortezEsteban Álvarez‐DávilaLuciana F. AlvesAna AndradeLuiz E. O. C. AragãoAlejandro Araujo‐MurakamiE.J.M.M. AretsLuzmila ArroyoOmar Aurelio Melo CruzFabrício Beggiato BaccaroTimothy R. BakerOlaf BánkiChristopher BaralotoJos BarlowJorcely BarrosoÉrika BerenguerLilian BlancCecilia BlundoDamien BonalFrans BongersKauane Maiara BordinRoel BrienenIgor S. BroggioBenoît BurbanGeorge A. L. CabralJosé Luís CamargoDomingos CardosoMaria Antônia CarnielloWendeson CastroHaroldo Cavalcante de LimaLarissa CavalheiroSabina Cerruto RibeiroSonia Cesarina Palacios RamosVictor Chama MoscosoJérôme ChaveFernanda Coelho de SouzaJames A. ComiskeyFernando Cornejo ValverdeFlávia R. C. CostaÍtalo Antônio Cotta CoutinhoAntônio C. L. da CostaMarcelo Brilhante de MedeirosJhon del Águila PasquelGéraldine DerroireKyle G. DexterMathias DisneyMário M. Espírito‐SantoTomas F. DominguesAurélie DourdainÁlvaro DuqueCristabel Durán RangelFernando EliasAdriane Esquivel‐MuelbertWilliam Farfán-RíosSophie FausetTed R. FeldpauschGeraldo Wilson FernandesJoice FerreiraYule Roberta Ferreira NunesJoão Carlos Gomes FigueiredoKarina Garcia CabrearaRoy GonzalezLionel HernándezRafael HerreraEurídice N. Honorio CoronadoWalter Huaraca HuascoMariana de Andrade IguatemyCarlos Alfredo JolyMichelle KalamandeenTimothy J. KilleenJoice KlipelBente KlitgaardSusan G. W. LauranceWilliam F. LauranceAurora LevesleySimon L. LewisMaurício Lima DanGabriela López‐GonzálezWilliam E. MagnussonYadvinder MalhiLucio R. MaliziaAgustina MaliziaÂngelo Gilberto ManzattoJosé Luís Marcelo PeñaBeatriz Schwantes MarimonBen Hur MarimonJohanna Andrea Martínez‐VillaSimone Matias ReisThiago MetzkerWilliam MillikenAbel Monteagudo‐MendozaPeter W. MoonlightPaulo S. MorandiPamela MoserSandra Cristina MüllerMarcelo Trindade NascimentoDaniel NegreirosAdriano Nogueira LimaPercy Núñez VargasWashington L. OliveiraWalter A. PalaciosNadir Pallqui CamachoAlexander Parada GutierrezGuido Pardo MolinaKarla Maria Pedra de AbreuMarielos Peña‐ClarosPablo José Francisco Pena RodriguesR. Toby PenningtonGeorgia PickavanceJohn PipolyNigel C. A. PitmanMaureen PlayfairAline Pontes LopesLourens PoorterNayane Cristina Candida dos Santos PrestesHirma Ramírez‐AnguloMaxime Réjou‐MéchainCarlos ReynelGonzalo Rivas‐TorresPriscyla Maria Silva RodriguesDomingos de Jesus RodriguesThaiane R. SousaJosé Roberto Rodrigues PintoG MKatherine H. RoucouxKalle RuokolainenCasey M. RyanNorma SalinasRafael P. SalomãoRubens M. SantosTiina SärkinenAndressa B. ScabinRodrigo Scarton BergaminJuliana SchiettiMilton Serpa de MeiraJulio SerranoMiles R. SilmanRicharlly da Costa SilvaCamila V. J. SilvaJhonathan O. SilvaMarcos SilveiraMarcelo Fragomeni SimonYahn Carlos Soto-SharevaPriscila SouzaRodolfo SouzaTereza Cristina Souza SpósitoJoey TalbotHans ter SteegeJohn TerborghRaquel ThomasMarisol ToledoArmando Torres‐LezamaWilliam TrujilloPeter van der HoutMaria das Dores Magalhães VelosoSimone Aparecida VieiraEmilio VilanovaJeanneth M. Villalobos CayoDora M. VillelaLaura Jessica ViscarraVincent Antoine VosVerginia WortelFrancoise Yoko IshidaPieter A. ZuidemaJoeri A. ZwertsBiomass (ecology)Spatial variabilityAmazon rainforestTropical forestVariation (astronomy)TropicsSpatial ecologyCarbon stockGeographyEnvironmental scienceTropical and subtropical dry broadleaf forestsEcologyPhysical geographyAgroforestryBiologyClimate changeMathematicsStatisticsAstrophysicsPhysicsBiomass (ecology)Spatial variabilityAmazon rainforestTropical forestVariation (astronomy)TropicsSpatial ecologyCarbon stockGeographyEnvironmental scienceTropical and subtropical dry broadleaf forestsEcologyPhysical geographyAgroforestryBiologyClimate changeMathematicsStatisticsCarbon analysisCarbon analysisCarbon analysisCarbon metabolismCarbon metabolismCarbon metabolismCarbon metabolismCarbon metabolismCarbon metabolismSouth AmericaSouth AmericaSouth AmericaSouth AmericaSouth AmericaSouth AmericaTreesTreesTreesTrees growth & developmentTrees growth & developmentTrees growth & developmentTropical ClimateTropical ClimateTropical ClimateTropical ClimateTropical ClimateTropical ClimateWoodWoodWoodWood growth & developmentWood growth & developmentWood growth & developmentBiomassBiomassBiomassBiomassBiomassBiomassBiodiversityBiodiversityBiodiversityBiodiversityBiodiversityBiodiversityForestsForestsForestsForestsForestsForestsPhysical Sciences Environmental Science Nature and Landscape Conservation Forest ecology and managementPhysical Sciences Environmental Science Environmental Engineering Remote Sensing and LiDAR ApplicationsPhysical Sciences Environmental Science Ecology Remote Sensing in AgricultureWood density is a critical control on tree biomass, so poor understanding of its spatial variation can lead to large and systematic errors in forest biomass estimates and carbon maps. The need to understand how and why wood density varies is especially critical in tropical America where forests have exceptional species diversity and spatial turnover in composition. As tree identity and forest composition are challenging to estimate remotely, ground surveys are essential to know the wood density of trees, whether measured directly or inferred from their identity. Here, we assemble an extensive dataset of variation in wood density across the most forested and tree-diverse continent, examine how it relates to spatial and environmental variables, and use these relationships to predict spatial variation in wood density over tropical and sub-tropical South America. Our analysis refines previously identified east-west Amazon gradients in wood density, improves them by revealing fine-scale variation, and extends predictions into Andean, dry, and Atlantic forests. The results halve biomass prediction errors compared to a naïve scenario with no knowledge of spatial variation in wood density. Our findings will help improve remote sensing-based estimates of aboveground biomass carbon stocks across tropical South America.Articlehttps://pubmed.ncbi.nlm.nih.gov/40064856https://www.nature.com/articles/s41467-025-56175-4.pdfhttps://doi.org/10.1038/s41467-025-56175-410.1038/s41467-025-56175-4https://hdl.handle.net/20.500.15037/1353W4408278093enNature Communications2041-17232025-03-102026-06-13T09:54:43Z2026-06-13T09:54:43Z |
| spellingShingle | Biomass (ecology) Spatial variability Amazon rainforest Tropical forest Variation (astronomy) Tropics Spatial ecology Carbon stock Geography Environmental science Tropical and subtropical dry broadleaf forests Ecology Physical geography Agroforestry Biology Climate change Mathematics Statistics Astrophysics Physics Biomass (ecology) Spatial variability Amazon rainforest Tropical forest Variation (astronomy) Tropics Spatial ecology Carbon stock Geography Environmental science Tropical and subtropical dry broadleaf forests Ecology Physical geography Agroforestry Biology Climate change Mathematics Statistics Carbon analysis Carbon analysis Carbon analysis Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism South America South America South America South America South America South America Trees Trees Trees Trees growth & development Trees growth & development Trees growth & development Tropical Climate Tropical Climate Tropical Climate Tropical Climate Tropical Climate Tropical Climate Wood Wood Wood Wood growth & development Wood growth & development Wood growth & development Biomass Biomass Biomass Biomass Biomass Biomass Biodiversity Biodiversity Biodiversity Biodiversity Biodiversity Biodiversity Forests Forests Forests Forests Forests Forests Physical Sciences Environmental Science Nature and Landscape Conservation Forest ecology and management Physical Sciences Environmental Science Environmental Engineering Remote Sensing and LiDAR Applications Physical Sciences Environmental Science Ecology Remote Sensing in Agriculture Martin J. P. Sullivan Oliver L. Phillips David Galbraith Everton Cristo de Almeida Edmar Almeida de Oliveira Jarcilene Silva de Almeida‐Cortez Esteban Álvarez‐Dávila Luciana F. Alves Ana Andrade Luiz E. O. C. Aragão Alejandro Araujo‐Murakami E.J.M.M. Arets Luzmila Arroyo Omar Aurelio Melo Cruz Fabrício Beggiato Baccaro Timothy R. Baker Olaf Bánki Christopher Baraloto Jos Barlow Jorcely Barroso Érika Berenguer Lilian Blanc Cecilia Blundo Damien Bonal Frans Bongers Kauane Maiara Bordin Roel Brienen Igor S. Broggio Benoît Burban George A. L. Cabral José Luís Camargo Domingos Cardoso Maria Antônia Carniello Wendeson Castro Haroldo Cavalcante de Lima Larissa Cavalheiro Sabina Cerruto Ribeiro Sonia Cesarina Palacios Ramos Victor Chama Moscoso Jérôme Chave Fernanda Coelho de Souza James A. Comiskey Fernando Cornejo Valverde Flávia R. C. Costa Ítalo Antônio Cotta Coutinho Antônio C. L. da Costa Marcelo Brilhante de Medeiros Jhon del Águila Pasquel Géraldine Derroire Kyle G. Dexter Mathias Disney Mário M. Espírito‐Santo Tomas F. Domingues Aurélie Dourdain Álvaro Duque Cristabel Durán Rangel Fernando Elias Adriane Esquivel‐Muelbert William Farfán-Ríos Sophie Fauset Ted R. Feldpausch Geraldo Wilson Fernandes Joice Ferreira Yule Roberta Ferreira Nunes João Carlos Gomes Figueiredo Karina Garcia Cabreara Roy Gonzalez Lionel Hernández Rafael Herrera Eurídice N. Honorio Coronado Walter Huaraca Huasco Mariana de Andrade Iguatemy Carlos Alfredo Joly Michelle Kalamandeen Timothy J. Killeen Joice Klipel Bente Klitgaard Susan G. W. Laurance William F. Laurance Aurora Levesley Simon L. Lewis Maurício Lima Dan Gabriela López‐González William E. Magnusson Yadvinder Malhi Lucio R. Malizia Agustina Malizia Ângelo Gilberto Manzatto José Luís Marcelo Peña Beatriz Schwantes Marimon Ben Hur Marimon Johanna Andrea Martínez‐Villa Simone Matias Reis Thiago Metzker William Milliken Abel Monteagudo‐Mendoza Peter W. Moonlight Paulo S. Morandi Pamela Moser Sandra Cristina Müller Marcelo Trindade Nascimento Daniel Negreiros Adriano Nogueira Lima Percy Núñez Vargas Washington L. Oliveira Walter A. Palacios Nadir Pallqui Camacho Alexander Parada Gutierrez Guido Pardo Molina Karla Maria Pedra de Abreu Marielos Peña‐Claros Pablo José Francisco Pena Rodrigues R. Toby Pennington Georgia Pickavance John Pipoly Nigel C. A. Pitman Maureen Playfair Aline Pontes Lopes Lourens Poorter Nayane Cristina Candida dos Santos Prestes Hirma Ramírez‐Angulo Maxime Réjou‐Méchain Carlos Reynel Gonzalo Rivas‐Torres Priscyla Maria Silva Rodrigues Domingos de Jesus Rodrigues Thaiane R. Sousa José Roberto Rodrigues Pinto G M Katherine H. Roucoux Kalle Ruokolainen Casey M. Ryan Norma Salinas Rafael P. Salomão Rubens M. Santos Tiina Särkinen Andressa B. Scabin Rodrigo Scarton Bergamin Juliana Schietti Milton Serpa de Meira Julio Serrano Miles R. Silman Richarlly da Costa Silva Camila V. J. Silva Jhonathan O. Silva Marcos Silveira Marcelo Fragomeni Simon Yahn Carlos Soto-Shareva Priscila Souza Rodolfo Souza Tereza Cristina Souza Spósito Joey Talbot Hans ter Steege John Terborgh Raquel Thomas Marisol Toledo Armando Torres‐Lezama William Trujillo Peter van der Hout Maria das Dores Magalhães Veloso Simone Aparecida Vieira Emilio Vilanova Jeanneth M. Villalobos Cayo Dora M. Villela Laura Jessica Viscarra Vincent Antoine Vos Verginia Wortel Francoise Yoko Ishida Pieter A. Zuidema Joeri A. Zwerts Variation in wood density across South American tropical forests |
| title | Variation in wood density across South American tropical forests |
| title_full | Variation in wood density across South American tropical forests |
| title_fullStr | Variation in wood density across South American tropical forests |
| title_full_unstemmed | Variation in wood density across South American tropical forests |
| title_short | Variation in wood density across South American tropical forests |
| title_sort | variation in wood density across south american tropical forests |
| topic | Biomass (ecology) Spatial variability Amazon rainforest Tropical forest Variation (astronomy) Tropics Spatial ecology Carbon stock Geography Environmental science Tropical and subtropical dry broadleaf forests Ecology Physical geography Agroforestry Biology Climate change Mathematics Statistics Astrophysics Physics Biomass (ecology) Spatial variability Amazon rainforest Tropical forest Variation (astronomy) Tropics Spatial ecology Carbon stock Geography Environmental science Tropical and subtropical dry broadleaf forests Ecology Physical geography Agroforestry Biology Climate change Mathematics Statistics Carbon analysis Carbon analysis Carbon analysis Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism South America South America South America South America South America South America Trees Trees Trees Trees growth & development Trees growth & development Trees growth & development Tropical Climate Tropical Climate Tropical Climate Tropical Climate Tropical Climate Tropical Climate Wood Wood Wood Wood growth & development Wood growth & development Wood growth & development Biomass Biomass Biomass Biomass Biomass Biomass Biodiversity Biodiversity Biodiversity Biodiversity Biodiversity Biodiversity Forests Forests Forests Forests Forests Forests Physical Sciences Environmental Science Nature and Landscape Conservation Forest ecology and management Physical Sciences Environmental Science Environmental Engineering Remote Sensing and LiDAR Applications Physical Sciences Environmental Science Ecology Remote Sensing in Agriculture |
| topic_facet | Biomass (ecology) Spatial variability Amazon rainforest Tropical forest Variation (astronomy) Tropics Spatial ecology Carbon stock Geography Environmental science Tropical and subtropical dry broadleaf forests Ecology Physical geography Agroforestry Biology Climate change Mathematics Statistics Astrophysics Physics Biomass (ecology) Spatial variability Amazon rainforest Tropical forest Variation (astronomy) Tropics Spatial ecology Carbon stock Geography Environmental science Tropical and subtropical dry broadleaf forests Ecology Physical geography Agroforestry Biology Climate change Mathematics Statistics Carbon analysis Carbon analysis Carbon analysis Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism Carbon metabolism South America South America South America South America South America South America Trees Trees Trees Trees growth & development Trees growth & development Trees growth & development Tropical Climate Tropical Climate Tropical Climate Tropical Climate Tropical Climate Tropical Climate Wood Wood Wood Wood growth & development Wood growth & development Wood growth & development Biomass Biomass Biomass Biomass Biomass Biomass Biodiversity Biodiversity Biodiversity Biodiversity Biodiversity Biodiversity Forests Forests Forests Forests Forests Forests Physical Sciences Environmental Science Nature and Landscape Conservation Forest ecology and management Physical Sciences Environmental Science Environmental Engineering Remote Sensing and LiDAR Applications Physical Sciences Environmental Science Ecology Remote Sensing in Agriculture |
| url | https://pubmed.ncbi.nlm.nih.gov/40064856 https://www.nature.com/articles/s41467-025-56175-4.pdf https://doi.org/10.1038/s41467-025-56175-4 https://hdl.handle.net/20.500.15037/1353 |
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