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description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Embargo end date: 01 Jan 2018 Brazil, United States, Brazil, Germany, Indonesia, Denmark, Netherlands, Spain, Germany, Switzerland, France, Germany, Indonesia, Australia, Ireland, Belgium, Germany, Brazil, Denmark, Australia, Switzerland, France, Switzerland, Norway, Australia, Australia, United Kingdom, France, Netherlands, Italy, NetherlandsPublisher:Proceedings of the National Academy of Sciences Publicly fundedFunded by:EC | MF-RADAR, NWO | Inkomsten op project 0659..., UKRI | SCORE: Supply Chain Optim...EC| MF-RADAR ,NWO| Inkomsten op project 06592: Fibers as safety marker in security paper ,UKRI| SCORE: Supply Chain Optimisation for demand Response EfficiencySlik, J W F; Franklin, J; Arroyo-Rodriguez, V; Field, R; Aguilar, S; Aguirre, N; Ahumada, J; Aiba, S I; Alves, L F; Anitha, K; Avella, A; Mora, F; Aymard, G A; Baez, S; Balvanera, P; Bastian, M L; Bastin, J F; Bellingham, P J; van den Berg, E; Bispo, P D; Boeckx, P; Boehning-Gaese, K; Bongers, F; Boyle, B; Brambach, F; Brearley, F Q; Brown, Sandra; Chai, S L; Chazdon, Robin L; Chen, S B; Chhang, P; Chuyong, G; Ewango, C; Coronado, I M; Cristobal-Azkarate, J; Culmsee, H; Damas, K; Dattaraja, H S; Davidar, P; DeWalt, S J; Din, H; Drake, D R; Duque, A; Durigan, G; Eichhorn, K; Eler, E S; Enoki, T; Ensslin, A; Fandohan, A B; Farwig, N; Feeley, K J; Fischer, M; Forshed, O; Garcia, Q S; Garkoti, S C; Gillespie, T; Gillet, J F; Gonmadje, C; Granzow-de la Cerda, I; Griffith, D M; Grogan, James; Hakeem, K R; Harris, D J; Harrison, R D; Hector, A; Hemp, A; Homeier, J; Hussain, M S; Ibarra-Manriiquez, G; Hanum, I F; Imai, N; Jansen, P A; Joly, C A; Joseph, S; Kartawinata, K; Kearsley, E; Kelly, D L; Kessler, M; Killeen, T J; Kooyman, R M; Laumonier, Y; Laurance, S G; Laurance, W F; Lawes, M J; Letcher, S G; Lindsell, J; Lovett, J; Lozada, J; Lu, X H; Lykke, A M; Bin Mahmud, K; Mahayani, N P D; Mansor, A; Marshall, Andrew R; Martin, E H; Matos, D C L; Meave, J A; Melo, F P L; Mendoza, Z H A; Metali, F; Medjibe, V P; Metzger, J P; Metzker, T; Mohandass, D; Munguia-Rosas, M A; Munoz, R; Nurtjahy, E; de Oliveira, E L; Onrizal; Parolin, P; Parren, M; Parthasarathy, N; Paudel, E; Perez, R; Perez-Garcia, E A; Pommer, U; Poorter, L; Qie, L; Piedade, M T F; Pinto, J R R; Poulsen, A D; Poulsen, J R; Powers, J S; Prasad, R C; Puyravaud, J P; Rangel, O; Reitsma, J; Rocha, D S B; Rolim, S; Rovero, F; Rozak, A; Ruokolainen, K; Rutishauser, E; Rutten, G; Said, M N M; Saiter, F Z; Saner, P; Santos, B; dos Santos, J R; Sarker, S K; Schmitt, C B; Schoengart, J; Schulze, M; Sheil, D; Sist, P; Souza, A F; Spironello, W R; Sposito, T; Steinmetz, R; Stevart, T; Suganuma, M S; Sukri, R; Sultana, A; Sukumar, R; Sunderland, T; Supriyadi; Suresh, H S; Suzuki, E; Tabarelli, M; Tang, J W; Tanner, E V J; Targhetta, N; Theilade, I; Van Do, T; Van Sam, H; Vandermeer, J H; Verbeeck, H; Vetaas, O R; Adekunle, V; Vieira, S A; Webb, C O; Webb, E L; Whitfeld, T; Wich, S; Williams, J; Wiser, S; Wittmann, F; Yang, X B; Yao, C Y A; Yap, S L; Zahawi, R A; Zakaria, R; Zang, R G; Thomas, D; Van Valkenburg, J; Van Do, Tran; Van Sam, Hoang; Vandermeer, John H; Verbeeck, Hans; Vetaas, Ole Reidar; Adekunle, Victor; Vieira, Simone A; Webb, Campbell O; Webb, Edward L; Whitfield, Timothy; Wich, Serge; Williams, John; Wiser, Susan; Wittmann, Florian; Yang, Xiaobo;doi: 10.1073/pnas.1714977115 , 10.7892/boris.111855 , 10.5167/uzh-148586 , 10.3929/ethz-b-000247422 , 10.5445/ir/1000081049
pmid: 29432167
pmc: PMC5828595
Significance Identifying and explaining regional differences in tropical forest dynamics, structure, diversity, and composition are critical for anticipating region-specific responses to global environmental change. Floristic classifications are of fundamental importance for these efforts. Here we provide a global tropical forest classification that is explicitly based on community evolutionary similarity, resulting in identification of five major tropical forest regions and their relationships: ( i ) Indo-Pacific, ( ii ) Subtropical, ( iii ) African, ( iv ) American, and ( v ) Dry forests. African and American forests are grouped, reflecting their former western Gondwanan connection, while Indo-Pacific forests range from eastern Africa and Madagascar to Australia and the Pacific. The connection between northern-hemisphere Asian and American forests is confirmed, while Dry forests are identified as a single tropical biome.
CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 152 citations 152 popularity Top 1% influence Top 10% impulse Top 1% 
Powered by BIP!more_vert CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Embargo end date: 01 Jan 2018 Brazil, United States, Brazil, Germany, Indonesia, Denmark, Netherlands, Spain, Germany, Switzerland, France, Germany, Indonesia, Australia, Ireland, Belgium, Germany, Brazil, Denmark, Australia, Switzerland, France, Switzerland, Norway, Australia, Australia, United Kingdom, France, Netherlands, Italy, NetherlandsPublisher:Proceedings of the National Academy of Sciences Publicly fundedFunded by:EC | MF-RADAR, NWO | Inkomsten op project 0659..., UKRI | SCORE: Supply Chain Optim...EC| MF-RADAR ,NWO| Inkomsten op project 06592: Fibers as safety marker in security paper ,UKRI| SCORE: Supply Chain Optimisation for demand Response EfficiencySlik, J W F; Franklin, J; Arroyo-Rodriguez, V; Field, R; Aguilar, S; Aguirre, N; Ahumada, J; Aiba, S I; Alves, L F; Anitha, K; Avella, A; Mora, F; Aymard, G A; Baez, S; Balvanera, P; Bastian, M L; Bastin, J F; Bellingham, P J; van den Berg, E; Bispo, P D; Boeckx, P; Boehning-Gaese, K; Bongers, F; Boyle, B; Brambach, F; Brearley, F Q; Brown, Sandra; Chai, S L; Chazdon, Robin L; Chen, S B; Chhang, P; Chuyong, G; Ewango, C; Coronado, I M; Cristobal-Azkarate, J; Culmsee, H; Damas, K; Dattaraja, H S; Davidar, P; DeWalt, S J; Din, H; Drake, D R; Duque, A; Durigan, G; Eichhorn, K; Eler, E S; Enoki, T; Ensslin, A; Fandohan, A B; Farwig, N; Feeley, K J; Fischer, M; Forshed, O; Garcia, Q S; Garkoti, S C; Gillespie, T; Gillet, J F; Gonmadje, C; Granzow-de la Cerda, I; Griffith, D M; Grogan, James; Hakeem, K R; Harris, D J; Harrison, R D; Hector, A; Hemp, A; Homeier, J; Hussain, M S; Ibarra-Manriiquez, G; Hanum, I F; Imai, N; Jansen, P A; Joly, C A; Joseph, S; Kartawinata, K; Kearsley, E; Kelly, D L; Kessler, M; Killeen, T J; Kooyman, R M; Laumonier, Y; Laurance, S G; Laurance, W F; Lawes, M J; Letcher, S G; Lindsell, J; Lovett, J; Lozada, J; Lu, X H; Lykke, A M; Bin Mahmud, K; Mahayani, N P D; Mansor, A; Marshall, Andrew R; Martin, E H; Matos, D C L; Meave, J A; Melo, F P L; Mendoza, Z H A; Metali, F; Medjibe, V P; Metzger, J P; Metzker, T; Mohandass, D; Munguia-Rosas, M A; Munoz, R; Nurtjahy, E; de Oliveira, E L; Onrizal; Parolin, P; Parren, M; Parthasarathy, N; Paudel, E; Perez, R; Perez-Garcia, E A; Pommer, U; Poorter, L; Qie, L; Piedade, M T F; Pinto, J R R; Poulsen, A D; Poulsen, J R; Powers, J S; Prasad, R C; Puyravaud, J P; Rangel, O; Reitsma, J; Rocha, D S B; Rolim, S; Rovero, F; Rozak, A; Ruokolainen, K; Rutishauser, E; Rutten, G; Said, M N M; Saiter, F Z; Saner, P; Santos, B; dos Santos, J R; Sarker, S K; Schmitt, C B; Schoengart, J; Schulze, M; Sheil, D; Sist, P; Souza, A F; Spironello, W R; Sposito, T; Steinmetz, R; Stevart, T; Suganuma, M S; Sukri, R; Sultana, A; Sukumar, R; Sunderland, T; Supriyadi; Suresh, H S; Suzuki, E; Tabarelli, M; Tang, J W; Tanner, E V J; Targhetta, N; Theilade, I; Van Do, T; Van Sam, H; Vandermeer, J H; Verbeeck, H; Vetaas, O R; Adekunle, V; Vieira, S A; Webb, C O; Webb, E L; Whitfeld, T; Wich, S; Williams, J; Wiser, S; Wittmann, F; Yang, X B; Yao, C Y A; Yap, S L; Zahawi, R A; Zakaria, R; Zang, R G; Thomas, D; Van Valkenburg, J; Van Do, Tran; Van Sam, Hoang; Vandermeer, John H; Verbeeck, Hans; Vetaas, Ole Reidar; Adekunle, Victor; Vieira, Simone A; Webb, Campbell O; Webb, Edward L; Whitfield, Timothy; Wich, Serge; Williams, John; Wiser, Susan; Wittmann, Florian; Yang, Xiaobo;doi: 10.1073/pnas.1714977115 , 10.7892/boris.111855 , 10.5167/uzh-148586 , 10.3929/ethz-b-000247422 , 10.5445/ir/1000081049
pmid: 29432167
pmc: PMC5828595
Significance Identifying and explaining regional differences in tropical forest dynamics, structure, diversity, and composition are critical for anticipating region-specific responses to global environmental change. Floristic classifications are of fundamental importance for these efforts. Here we provide a global tropical forest classification that is explicitly based on community evolutionary similarity, resulting in identification of five major tropical forest regions and their relationships: ( i ) Indo-Pacific, ( ii ) Subtropical, ( iii ) African, ( iv ) American, and ( v ) Dry forests. African and American forests are grouped, reflecting their former western Gondwanan connection, while Indo-Pacific forests range from eastern Africa and Madagascar to Australia and the Pacific. The connection between northern-hemisphere Asian and American forests is confirmed, while Dry forests are identified as a single tropical biome.
CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 152 citations 152 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!more_vert CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Publisher:Public Library of Science (PLoS) Authors: Sabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; +16 AuthorsSabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; Ricardo Flores Haidar; Pedro Roitman; Michael Keller; Michael Keller; Jhames Matos Sampaio; George Eiten; Julia Z. Shimbo; Ariane A. Rodrigues; José Roberto Rodrigues Pinto; Eddie Lenza; Wellington Braz Carvalho Delitti; Maria Cristina Felfili; Galiana da Silveira Lindoso; Christopher William Fagg; Tamiel Khan Baiocchi Jacobson; Mercedes M. C. Bustamante;Cerrado is the second largest biome in South America and accounted for the second largest contribution to carbon emissions in Brazil for the last 10 years, mainly due to land-use changes. It comprises approximately 2 million km2 and is divided into 22 ecoregions, based on environmental conditions and vegetation. The most dominant vegetation type is cerrado sensu stricto (cerrado ss), a savanna woodland. Quantifying variation of biomass density of this vegetation is crucial for climate change mitigation policies. Integrating remote sensing data with adequate allometric equations and field-based data sets can provide large-scale estimates of biomass. We developed individual-tree aboveground biomass (AGB) allometric models to compare different regression techniques and explanatory variables. We applied the model with the strongest fit to a comprehensive ground-based data set (77 sites, 893 plots, and 95,484 trees) to describe AGB density variation of cerrado ss. We also investigated the influence of physiographic and climatological variables on AGB density; this analysis was restricted to 68 sites because eight sites could not be classified into a specific ecoregion, and one site had no soil texture data. In addition, we developed two models to estimate plot AGB density based on plot basal area. Our data show that for individual-tree AGB models a) log-log linear models provided better estimates than nonlinear power models; b) including species as a random effect improved model fit; c) diameter at 30 cm above ground was a reliable predictor for individual-tree AGB, and although height significantly improved model fit, species wood density did not. Mean tree AGB density in cerrado ss was 22.9 tons ha-1 (95% confidence interval = ± 2.2) and varied widely between ecoregions (8.8 to 42.2 tons ha-1), within ecoregions (e.g. 4.8 to 39.5 tons ha-1), and even within sites (24.3 to 69.9 tons ha-1). Biomass density tended to be higher in sites close to the Amazon. Ecoregion explained 42% of biomass variation between the 68 sites (P < 0.01) and shows strong potential as a parameter for classifying regional biomass variation in the Cerrado.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 48 citations 48 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Publisher:Public Library of Science (PLoS) Authors: Sabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; +16 AuthorsSabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; Ricardo Flores Haidar; Pedro Roitman; Michael Keller; Michael Keller; Jhames Matos Sampaio; George Eiten; Julia Z. Shimbo; Ariane A. Rodrigues; José Roberto Rodrigues Pinto; Eddie Lenza; Wellington Braz Carvalho Delitti; Maria Cristina Felfili; Galiana da Silveira Lindoso; Christopher William Fagg; Tamiel Khan Baiocchi Jacobson; Mercedes M. C. Bustamante;Cerrado is the second largest biome in South America and accounted for the second largest contribution to carbon emissions in Brazil for the last 10 years, mainly due to land-use changes. It comprises approximately 2 million km2 and is divided into 22 ecoregions, based on environmental conditions and vegetation. The most dominant vegetation type is cerrado sensu stricto (cerrado ss), a savanna woodland. Quantifying variation of biomass density of this vegetation is crucial for climate change mitigation policies. Integrating remote sensing data with adequate allometric equations and field-based data sets can provide large-scale estimates of biomass. We developed individual-tree aboveground biomass (AGB) allometric models to compare different regression techniques and explanatory variables. We applied the model with the strongest fit to a comprehensive ground-based data set (77 sites, 893 plots, and 95,484 trees) to describe AGB density variation of cerrado ss. We also investigated the influence of physiographic and climatological variables on AGB density; this analysis was restricted to 68 sites because eight sites could not be classified into a specific ecoregion, and one site had no soil texture data. In addition, we developed two models to estimate plot AGB density based on plot basal area. Our data show that for individual-tree AGB models a) log-log linear models provided better estimates than nonlinear power models; b) including species as a random effect improved model fit; c) diameter at 30 cm above ground was a reliable predictor for individual-tree AGB, and although height significantly improved model fit, species wood density did not. Mean tree AGB density in cerrado ss was 22.9 tons ha-1 (95% confidence interval = ± 2.2) and varied widely between ecoregions (8.8 to 42.2 tons ha-1), within ecoregions (e.g. 4.8 to 39.5 tons ha-1), and even within sites (24.3 to 69.9 tons ha-1). Biomass density tended to be higher in sites close to the Amazon. Ecoregion explained 42% of biomass variation between the 68 sites (P < 0.01) and shows strong potential as a parameter for classifying regional biomass variation in the Cerrado.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 48 citations 48 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2025 United Kingdom, France, France, Italy, Netherlands, United Kingdom, United KingdomPublisher:Springer Science and Business Media LLC Publicly fundedFunded by:UKRI | A Socio-Ecological Observ..., EC | AMAZALERT, NSF | Collaborative Research: L... +11 projectsUKRI| A Socio-Ecological Observatory for the Southern African Woodlands ,EC| AMAZALERT ,NSF| Collaborative Research: LTREB: A natural laboratory for studying biodiversity, ecosystem function, and responses to environmental change from Amazonian lowlands to Andean treeline ,EC| GEOCARBON ,EC| TreeMort ,UKRI| SECO: Resolving the current and future carbon dynamics of the dry tropics ,UKRI| Nordeste ,UKRI| Biodiversity and ecosystem functioning in degraded and recovering Amazonian and Atlantic forests ,UKRI| BIOmes of Brasil - Resilience, rEcovery, and Diversity: BIO-RED ,EC| T-FORCES ,UKRI| ARBOLES: A trait-based Understanding of LATAM Forest Biodiversity and Resilience ,UKRI| NI: Lightning in African tropical forests: from tree mortality to carbon dynamics ,UKRI| TREMOR: Mechanisms and consequences of increasing TREe MORtality in Amazonian rainforests ,UKRI| Amazon Integrated Carbon Analysis / AMAZONICASullivan, Martin; Phillips, Oliver; Galbraith, David; Almeida, Everton; de Oliveira, Edmar; Almeida, Jarcilene; Dávila, Esteban; Alves, Luciana; Andrade, Ana; Aragão, Luiz; Araujo-Murakami, Alejandro; Arets, Eric; Arroyo, Luzmila; Cruz, Omar; Baccaro, Fabrício; Baker, Timothy; Banki, Olaf; Baraloto, Christopher; Barlow, Jos; Barroso, Jorcely; Berenguer, Erika; Blanc, Lilian; Blundo, Cecilia; Bonal, Damien; Bongers, Frans; Bordin, Kauane; Brienen, Roel; Broggio, Igor; Burban, Benoit; Cabral, George; Camargo, José; Cardoso, Domingos; Carniello, Maria; Castro, Wendeson; de Lima, Haroldo; Cavalheiro, Larissa; Ribeiro, Sabina; Ramos, Sonia; Moscoso, Victor; Chave, Jerôme; Coelho, Fernanda; Comiskey, James; Valverde, Fernando; Costa, Flávia; Coutinho, Italo; da Costa, Antonio; de Medeiros, Marcelo; del Aguila Pasquel, Jhon; Derroire, Géraldine; Dexter, Kyle; Disney, Mat; Do Espírito Santo, Mário; Domingues, Tomas; Dourdain, Aurélie; Duque, Alvaro; Rangel, Cristabel; Elias, Fernando; Esquivel-Muelbert, Adriane; Farfan-Rios, William; Fauset, Sophie; Feldpausch, Ted; Fernandes, G; Ferreira, Joice; Nunes, Yule; Figueiredo, João; Cabreara, Karina; Gonzalez, Roy; Hernández, Lionel; Herrera, Rafael; Honorio Coronado, Eurídice; Huasco, Walter; Iguatemy, Mariana; Joly, Carlos; Kalamandeen, Michelle; Killeen, Timothy; Klipel, Joice; Klitgaard, Bente; Laurance, Susan; Laurance, William; Levesley, Aurora; Lewis, Simon; Lima Dan, Maurício; Lopez-Gonzalez, Gabriela; Magnusson, William; Malhi, Yadvinder; Malizia, Lucio; Malizia, Augustina; Manzatto, Angelo; Peña, Jose; Marimon, Beatriz; Marimon Junior, Ben; Martínez-Villa, Johanna; Reis, Simone; Metzker, Thiago; Milliken, William; Monteagudo-Mendoza, Abel; Moonlight, Peter; Morandi, Paulo; Moser, Pamela; Müller, Sandra; Nascimento, Marcelo; Negreiros, Daniel; Lima, Adriano; Vargas, Percy; Oliveira, Washington; Palacios, Walter; Pallqui Camacho, Nadir; Gutierrez, Alexander; Pardo Molina, Guido; Pedra de Abreu, Karla; Peña-Claros, Marielos; Pena Rodrigues, Pablo; Pennington, R; Pickavance, Georgia; Pipoly, John; Pitman, Nigel; Playfair, Maureen; Pontes-Lopes, Aline; Poorter, Lourens; Prestes, Nayane; Ramírez-Angulo, Hirma; Réjou-Méchain, Maxime; Reynel Rodriguez, Carlos; Rivas-Torres, Gonzalo; Rodrigues, Priscyla; de Jesus Rodrigues, Domingos; de Sousa, Thaiane; Rodrigues Pinto, José; Rodriguez M, Gina; Roucoux, Katherine; Ruokolainen, Kalle; Ryan, Casey; Revilla, Norma; Salomão, Rafael; Santos, Rubens; Sarkinen, Tiina; Scabin, Andressa; Bergamin, Rodrigo; Schietti, Juliana; de Meira Junior, Milton; Serrano, Julio; Silman, Miles; Silva, Richarlly; Silva, Camila; Silva, Jhonathan; Silveira, Marcos; Simon, Marcelo; Soto-Shareva, Yahn; Souza, Priscila; Souza, Rodolfo; Sposito, Tereza; Talbot, Joey; ter Steege, Hans; Terborgh, John; Thomas, Raquel; Toledo, Marisol; Torres-Lezama, Armando; Trujillo, William; van der Hout, Peter; Veloso, Maria; Vieira, Simone; Vilanova, Emilio; Villalobos Cayo, Jeanneth; Villela, Dora; Viscarra, Laura; Vos, Vincent; Wortel, Verginia; Ishida, Francoise; Zuidema, Pieter; Zwerts, Joeri;Abstract 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.
Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2025 United Kingdom, France, France, Italy, Netherlands, United Kingdom, United KingdomPublisher:Springer Science and Business Media LLC Publicly fundedFunded by:UKRI | A Socio-Ecological Observ..., EC | AMAZALERT, NSF | Collaborative Research: L... +11 projectsUKRI| A Socio-Ecological Observatory for the Southern African Woodlands ,EC| AMAZALERT ,NSF| Collaborative Research: LTREB: A natural laboratory for studying biodiversity, ecosystem function, and responses to environmental change from Amazonian lowlands to Andean treeline ,EC| GEOCARBON ,EC| TreeMort ,UKRI| SECO: Resolving the current and future carbon dynamics of the dry tropics ,UKRI| Nordeste ,UKRI| Biodiversity and ecosystem functioning in degraded and recovering Amazonian and Atlantic forests ,UKRI| BIOmes of Brasil - Resilience, rEcovery, and Diversity: BIO-RED ,EC| T-FORCES ,UKRI| ARBOLES: A trait-based Understanding of LATAM Forest Biodiversity and Resilience ,UKRI| NI: Lightning in African tropical forests: from tree mortality to carbon dynamics ,UKRI| TREMOR: Mechanisms and consequences of increasing TREe MORtality in Amazonian rainforests ,UKRI| Amazon Integrated Carbon Analysis / AMAZONICASullivan, Martin; Phillips, Oliver; Galbraith, David; Almeida, Everton; de Oliveira, Edmar; Almeida, Jarcilene; Dávila, Esteban; Alves, Luciana; Andrade, Ana; Aragão, Luiz; Araujo-Murakami, Alejandro; Arets, Eric; Arroyo, Luzmila; Cruz, Omar; Baccaro, Fabrício; Baker, Timothy; Banki, Olaf; Baraloto, Christopher; Barlow, Jos; Barroso, Jorcely; Berenguer, Erika; Blanc, Lilian; Blundo, Cecilia; Bonal, Damien; Bongers, Frans; Bordin, Kauane; Brienen, Roel; Broggio, Igor; Burban, Benoit; Cabral, George; Camargo, José; Cardoso, Domingos; Carniello, Maria; Castro, Wendeson; de Lima, Haroldo; Cavalheiro, Larissa; Ribeiro, Sabina; Ramos, Sonia; Moscoso, Victor; Chave, Jerôme; Coelho, Fernanda; Comiskey, James; Valverde, Fernando; Costa, Flávia; Coutinho, Italo; da Costa, Antonio; de Medeiros, Marcelo; del Aguila Pasquel, Jhon; Derroire, Géraldine; Dexter, Kyle; Disney, Mat; Do Espírito Santo, Mário; Domingues, Tomas; Dourdain, Aurélie; Duque, Alvaro; Rangel, Cristabel; Elias, Fernando; Esquivel-Muelbert, Adriane; Farfan-Rios, William; Fauset, Sophie; Feldpausch, Ted; Fernandes, G; Ferreira, Joice; Nunes, Yule; Figueiredo, João; Cabreara, Karina; Gonzalez, Roy; Hernández, Lionel; Herrera, Rafael; Honorio Coronado, Eurídice; Huasco, Walter; Iguatemy, Mariana; Joly, Carlos; Kalamandeen, Michelle; Killeen, Timothy; Klipel, Joice; Klitgaard, Bente; Laurance, Susan; Laurance, William; Levesley, Aurora; Lewis, Simon; Lima Dan, Maurício; Lopez-Gonzalez, Gabriela; Magnusson, William; Malhi, Yadvinder; Malizia, Lucio; Malizia, Augustina; Manzatto, Angelo; Peña, Jose; Marimon, Beatriz; Marimon Junior, Ben; Martínez-Villa, Johanna; Reis, Simone; Metzker, Thiago; Milliken, William; Monteagudo-Mendoza, Abel; Moonlight, Peter; Morandi, Paulo; Moser, Pamela; Müller, Sandra; Nascimento, Marcelo; Negreiros, Daniel; Lima, Adriano; Vargas, Percy; Oliveira, Washington; Palacios, Walter; Pallqui Camacho, Nadir; Gutierrez, Alexander; Pardo Molina, Guido; Pedra de Abreu, Karla; Peña-Claros, Marielos; Pena Rodrigues, Pablo; Pennington, R; Pickavance, Georgia; Pipoly, John; Pitman, Nigel; Playfair, Maureen; Pontes-Lopes, Aline; Poorter, Lourens; Prestes, Nayane; Ramírez-Angulo, Hirma; Réjou-Méchain, Maxime; Reynel Rodriguez, Carlos; Rivas-Torres, Gonzalo; Rodrigues, Priscyla; de Jesus Rodrigues, Domingos; de Sousa, Thaiane; Rodrigues Pinto, José; Rodriguez M, Gina; Roucoux, Katherine; Ruokolainen, Kalle; Ryan, Casey; Revilla, Norma; Salomão, Rafael; Santos, Rubens; Sarkinen, Tiina; Scabin, Andressa; Bergamin, Rodrigo; Schietti, Juliana; de Meira Junior, Milton; Serrano, Julio; Silman, Miles; Silva, Richarlly; Silva, Camila; Silva, Jhonathan; Silveira, Marcos; Simon, Marcelo; Soto-Shareva, Yahn; Souza, Priscila; Souza, Rodolfo; Sposito, Tereza; Talbot, Joey; ter Steege, Hans; Terborgh, John; Thomas, Raquel; Toledo, Marisol; Torres-Lezama, Armando; Trujillo, William; van der Hout, Peter; Veloso, Maria; Vieira, Simone; Vilanova, Emilio; Villalobos Cayo, Jeanneth; Villela, Dora; Viscarra, Laura; Vos, Vincent; Wortel, Verginia; Ishida, Francoise; Zuidema, Pieter; Zwerts, Joeri;Abstract 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.
Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu
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description Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Embargo end date: 01 Jan 2018 Brazil, United States, Brazil, Germany, Indonesia, Denmark, Netherlands, Spain, Germany, Switzerland, France, Germany, Indonesia, Australia, Ireland, Belgium, Germany, Brazil, Denmark, Australia, Switzerland, France, Switzerland, Norway, Australia, Australia, United Kingdom, France, Netherlands, Italy, NetherlandsPublisher:Proceedings of the National Academy of Sciences Publicly fundedFunded by:EC | MF-RADAR, NWO | Inkomsten op project 0659..., UKRI | SCORE: Supply Chain Optim...EC| MF-RADAR ,NWO| Inkomsten op project 06592: Fibers as safety marker in security paper ,UKRI| SCORE: Supply Chain Optimisation for demand Response EfficiencySlik, J W F; Franklin, J; Arroyo-Rodriguez, V; Field, R; Aguilar, S; Aguirre, N; Ahumada, J; Aiba, S I; Alves, L F; Anitha, K; Avella, A; Mora, F; Aymard, G A; Baez, S; Balvanera, P; Bastian, M L; Bastin, J F; Bellingham, P J; van den Berg, E; Bispo, P D; Boeckx, P; Boehning-Gaese, K; Bongers, F; Boyle, B; Brambach, F; Brearley, F Q; Brown, Sandra; Chai, S L; Chazdon, Robin L; Chen, S B; Chhang, P; Chuyong, G; Ewango, C; Coronado, I M; Cristobal-Azkarate, J; Culmsee, H; Damas, K; Dattaraja, H S; Davidar, P; DeWalt, S J; Din, H; Drake, D R; Duque, A; Durigan, G; Eichhorn, K; Eler, E S; Enoki, T; Ensslin, A; Fandohan, A B; Farwig, N; Feeley, K J; Fischer, M; Forshed, O; Garcia, Q S; Garkoti, S C; Gillespie, T; Gillet, J F; Gonmadje, C; Granzow-de la Cerda, I; Griffith, D M; Grogan, James; Hakeem, K R; Harris, D J; Harrison, R D; Hector, A; Hemp, A; Homeier, J; Hussain, M S; Ibarra-Manriiquez, G; Hanum, I F; Imai, N; Jansen, P A; Joly, C A; Joseph, S; Kartawinata, K; Kearsley, E; Kelly, D L; Kessler, M; Killeen, T J; Kooyman, R M; Laumonier, Y; Laurance, S G; Laurance, W F; Lawes, M J; Letcher, S G; Lindsell, J; Lovett, J; Lozada, J; Lu, X H; Lykke, A M; Bin Mahmud, K; Mahayani, N P D; Mansor, A; Marshall, Andrew R; Martin, E H; Matos, D C L; Meave, J A; Melo, F P L; Mendoza, Z H A; Metali, F; Medjibe, V P; Metzger, J P; Metzker, T; Mohandass, D; Munguia-Rosas, M A; Munoz, R; Nurtjahy, E; de Oliveira, E L; Onrizal; Parolin, P; Parren, M; Parthasarathy, N; Paudel, E; Perez, R; Perez-Garcia, E A; Pommer, U; Poorter, L; Qie, L; Piedade, M T F; Pinto, J R R; Poulsen, A D; Poulsen, J R; Powers, J S; Prasad, R C; Puyravaud, J P; Rangel, O; Reitsma, J; Rocha, D S B; Rolim, S; Rovero, F; Rozak, A; Ruokolainen, K; Rutishauser, E; Rutten, G; Said, M N M; Saiter, F Z; Saner, P; Santos, B; dos Santos, J R; Sarker, S K; Schmitt, C B; Schoengart, J; Schulze, M; Sheil, D; Sist, P; Souza, A F; Spironello, W R; Sposito, T; Steinmetz, R; Stevart, T; Suganuma, M S; Sukri, R; Sultana, A; Sukumar, R; Sunderland, T; Supriyadi; Suresh, H S; Suzuki, E; Tabarelli, M; Tang, J W; Tanner, E V J; Targhetta, N; Theilade, I; Van Do, T; Van Sam, H; Vandermeer, J H; Verbeeck, H; Vetaas, O R; Adekunle, V; Vieira, S A; Webb, C O; Webb, E L; Whitfeld, T; Wich, S; Williams, J; Wiser, S; Wittmann, F; Yang, X B; Yao, C Y A; Yap, S L; Zahawi, R A; Zakaria, R; Zang, R G; Thomas, D; Van Valkenburg, J; Van Do, Tran; Van Sam, Hoang; Vandermeer, John H; Verbeeck, Hans; Vetaas, Ole Reidar; Adekunle, Victor; Vieira, Simone A; Webb, Campbell O; Webb, Edward L; Whitfield, Timothy; Wich, Serge; Williams, John; Wiser, Susan; Wittmann, Florian; Yang, Xiaobo;doi: 10.1073/pnas.1714977115 , 10.7892/boris.111855 , 10.5167/uzh-148586 , 10.3929/ethz-b-000247422 , 10.5445/ir/1000081049
pmid: 29432167
pmc: PMC5828595
Significance Identifying and explaining regional differences in tropical forest dynamics, structure, diversity, and composition are critical for anticipating region-specific responses to global environmental change. Floristic classifications are of fundamental importance for these efforts. Here we provide a global tropical forest classification that is explicitly based on community evolutionary similarity, resulting in identification of five major tropical forest regions and their relationships: ( i ) Indo-Pacific, ( ii ) Subtropical, ( iii ) African, ( iv ) American, and ( v ) Dry forests. African and American forests are grouped, reflecting their former western Gondwanan connection, while Indo-Pacific forests range from eastern Africa and Madagascar to Australia and the Pacific. The connection between northern-hemisphere Asian and American forests is confirmed, while Dry forests are identified as a single tropical biome.
CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 152 citations 152 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!more_vert CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Embargo end date: 01 Jan 2018 Brazil, United States, Brazil, Germany, Indonesia, Denmark, Netherlands, Spain, Germany, Switzerland, France, Germany, Indonesia, Australia, Ireland, Belgium, Germany, Brazil, Denmark, Australia, Switzerland, France, Switzerland, Norway, Australia, Australia, United Kingdom, France, Netherlands, Italy, NetherlandsPublisher:Proceedings of the National Academy of Sciences Publicly fundedFunded by:EC | MF-RADAR, NWO | Inkomsten op project 0659..., UKRI | SCORE: Supply Chain Optim...EC| MF-RADAR ,NWO| Inkomsten op project 06592: Fibers as safety marker in security paper ,UKRI| SCORE: Supply Chain Optimisation for demand Response EfficiencySlik, J W F; Franklin, J; Arroyo-Rodriguez, V; Field, R; Aguilar, S; Aguirre, N; Ahumada, J; Aiba, S I; Alves, L F; Anitha, K; Avella, A; Mora, F; Aymard, G A; Baez, S; Balvanera, P; Bastian, M L; Bastin, J F; Bellingham, P J; van den Berg, E; Bispo, P D; Boeckx, P; Boehning-Gaese, K; Bongers, F; Boyle, B; Brambach, F; Brearley, F Q; Brown, Sandra; Chai, S L; Chazdon, Robin L; Chen, S B; Chhang, P; Chuyong, G; Ewango, C; Coronado, I M; Cristobal-Azkarate, J; Culmsee, H; Damas, K; Dattaraja, H S; Davidar, P; DeWalt, S J; Din, H; Drake, D R; Duque, A; Durigan, G; Eichhorn, K; Eler, E S; Enoki, T; Ensslin, A; Fandohan, A B; Farwig, N; Feeley, K J; Fischer, M; Forshed, O; Garcia, Q S; Garkoti, S C; Gillespie, T; Gillet, J F; Gonmadje, C; Granzow-de la Cerda, I; Griffith, D M; Grogan, James; Hakeem, K R; Harris, D J; Harrison, R D; Hector, A; Hemp, A; Homeier, J; Hussain, M S; Ibarra-Manriiquez, G; Hanum, I F; Imai, N; Jansen, P A; Joly, C A; Joseph, S; Kartawinata, K; Kearsley, E; Kelly, D L; Kessler, M; Killeen, T J; Kooyman, R M; Laumonier, Y; Laurance, S G; Laurance, W F; Lawes, M J; Letcher, S G; Lindsell, J; Lovett, J; Lozada, J; Lu, X H; Lykke, A M; Bin Mahmud, K; Mahayani, N P D; Mansor, A; Marshall, Andrew R; Martin, E H; Matos, D C L; Meave, J A; Melo, F P L; Mendoza, Z H A; Metali, F; Medjibe, V P; Metzger, J P; Metzker, T; Mohandass, D; Munguia-Rosas, M A; Munoz, R; Nurtjahy, E; de Oliveira, E L; Onrizal; Parolin, P; Parren, M; Parthasarathy, N; Paudel, E; Perez, R; Perez-Garcia, E A; Pommer, U; Poorter, L; Qie, L; Piedade, M T F; Pinto, J R R; Poulsen, A D; Poulsen, J R; Powers, J S; Prasad, R C; Puyravaud, J P; Rangel, O; Reitsma, J; Rocha, D S B; Rolim, S; Rovero, F; Rozak, A; Ruokolainen, K; Rutishauser, E; Rutten, G; Said, M N M; Saiter, F Z; Saner, P; Santos, B; dos Santos, J R; Sarker, S K; Schmitt, C B; Schoengart, J; Schulze, M; Sheil, D; Sist, P; Souza, A F; Spironello, W R; Sposito, T; Steinmetz, R; Stevart, T; Suganuma, M S; Sukri, R; Sultana, A; Sukumar, R; Sunderland, T; Supriyadi; Suresh, H S; Suzuki, E; Tabarelli, M; Tang, J W; Tanner, E V J; Targhetta, N; Theilade, I; Van Do, T; Van Sam, H; Vandermeer, J H; Verbeeck, H; Vetaas, O R; Adekunle, V; Vieira, S A; Webb, C O; Webb, E L; Whitfeld, T; Wich, S; Williams, J; Wiser, S; Wittmann, F; Yang, X B; Yao, C Y A; Yap, S L; Zahawi, R A; Zakaria, R; Zang, R G; Thomas, D; Van Valkenburg, J; Van Do, Tran; Van Sam, Hoang; Vandermeer, John H; Verbeeck, Hans; Vetaas, Ole Reidar; Adekunle, Victor; Vieira, Simone A; Webb, Campbell O; Webb, Edward L; Whitfield, Timothy; Wich, Serge; Williams, John; Wiser, Susan; Wittmann, Florian; Yang, Xiaobo;doi: 10.1073/pnas.1714977115 , 10.7892/boris.111855 , 10.5167/uzh-148586 , 10.3929/ethz-b-000247422 , 10.5445/ir/1000081049
pmid: 29432167
pmc: PMC5828595
Significance Identifying and explaining regional differences in tropical forest dynamics, structure, diversity, and composition are critical for anticipating region-specific responses to global environmental change. Floristic classifications are of fundamental importance for these efforts. Here we provide a global tropical forest classification that is explicitly based on community evolutionary similarity, resulting in identification of five major tropical forest regions and their relationships: ( i ) Indo-Pacific, ( ii ) Subtropical, ( iii ) African, ( iv ) American, and ( v ) Dry forests. African and American forests are grouped, reflecting their former western Gondwanan connection, while Indo-Pacific forests range from eastern Africa and Madagascar to Australia and the Pacific. The connection between northern-hemisphere Asian and American forests is confirmed, while Dry forests are identified as a single tropical biome.
CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen hybrid 152 citations 152 popularity Top 1% influence Top 10% impulse Top 1% Powered by BIP!more_vert CORE arrow_drop_down EnlightenArticle . 2018License: CC BY NC NDFull-Text: http://eprints.gla.ac.uk/157793/1/157793.pdfData sources: CORE (RIOXX-UK Aggregator)Bern Open Repository and Information System (BORIS)Article . 2018 . Peer-reviewedData sources: Bern Open Repository and Information System (BORIS)Flore (Florence Research Repository)Article . 2018License: CC BY NC NDData sources: Flore (Florence Research Repository)CGIAR CGSpace (Consultative Group on International Agricultural Research)Article . 2021License: CC BY NC NDFull-Text: https://hdl.handle.net/10568/112419Data sources: Bielefeld Academic Search Engine (BASE)University of Freiburg: FreiDokArticle . 2018Full-Text: https://freidok.uni-freiburg.de/data/235052Data sources: Bielefeld Academic Search Engine (BASE)The University of Dublin, Trinity College: TARA (Trinity's Access to Research Archive)Article . 2018Full-Text: https://www.pnas.org/content/115/8/1837Data sources: Bielefeld Academic Search Engine (BASE)Repositório do INPAArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)James Cook University, Australia: ResearchOnline@JCUArticle . 2018Full-Text: https://doi.org/10.1073/pnas.1714977115Data sources: Bielefeld Academic Search Engine (BASE)Leicester Research ArchiveArticle . 2019License: CC BY NC NDFull-Text: https://www.ncbi.nlm.nih.gov/pubmed/29432167Data sources: Bielefeld Academic Search Engine (BASE)KITopen (Karlsruhe Institute of Technologie)Article . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)University of California: eScholarshipArticle . 2018License: CC BY NC NDFull-Text: https://escholarship.org/uc/item/0fb24167Data sources: Bielefeld Academic Search Engine (BASE)University of Lincoln: Lincoln RepositoryArticle . 2018License: CC BY NCData sources: Bielefeld Academic Search Engine (BASE)Proceedings of the National Academy of SciencesArticle . 2018 . Peer-reviewedLicense: CC BY NC NDData sources: CrossrefProceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Proceedings of the National Academy of SciencesArticle . 2018Data sources: DANS (Data Archiving and Networked Services)Recolector de Ciencia Abierta, RECOLECTAArticle . 2018License: CC BY NC NDData sources: Recolector de Ciencia Abierta, RECOLECTAProceedings of the National Academy of SciencesArticle . 2018License: CC BY NC NDData sources: Universiteit van Amsterdam Digital Academic RepositoryDiposit Digital de Documents de la UABArticle . 2018License: CC BY NC NDData sources: Diposit Digital de Documents de la UABPublikationenserver der Georg-August-Universität GöttingenArticle . 2019Copenhagen University Research Information SystemArticle . 2018Data sources: Copenhagen University Research Information SystemThe University of Manchester - Institutional RepositoryArticle . 2018Data sources: The University of Manchester - Institutional RepositoryeScholarship - University of CaliforniaArticle . 2018Data sources: eScholarship - University of CaliforniaWageningen Staff PublicationsArticle . 2018License: CC BY NC NDData sources: Wageningen Staff PublicationsHochschulschriftenserver - Universität Frankfurt am MainArticle . 2018Data sources: Hochschulschriftenserver - Universität Frankfurt am MainTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveTrinity's Access to Research ArchiveArticle . 2018 . Peer-reviewedData sources: Trinity's Access to Research ArchiveUniversity of Copenhagen: ResearchArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)USC Research Bank research dataArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Zurich Open Repository and ArchiveArticle . 2018 . Peer-reviewedData sources: Zurich Open Repository and ArchivePublication Server of Goethe University Frankfurt am MainArticle . 2018License: CC BY NC NDData sources: Bielefeld Academic Search Engine (BASE)Ghent University Academic BibliographyArticle . 2018Data sources: Ghent University Academic BibliographyRepositório Institucional da UFLAArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)Repository Universitas Bangka BelitungArticle . 2018Data sources: Bielefeld Academic Search Engine (BASE)add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1073/pnas.1714977115&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Publisher:Public Library of Science (PLoS) Authors: Sabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; +16 AuthorsSabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; Ricardo Flores Haidar; Pedro Roitman; Michael Keller; Michael Keller; Jhames Matos Sampaio; George Eiten; Julia Z. Shimbo; Ariane A. Rodrigues; José Roberto Rodrigues Pinto; Eddie Lenza; Wellington Braz Carvalho Delitti; Maria Cristina Felfili; Galiana da Silveira Lindoso; Christopher William Fagg; Tamiel Khan Baiocchi Jacobson; Mercedes M. C. Bustamante;Cerrado is the second largest biome in South America and accounted for the second largest contribution to carbon emissions in Brazil for the last 10 years, mainly due to land-use changes. It comprises approximately 2 million km2 and is divided into 22 ecoregions, based on environmental conditions and vegetation. The most dominant vegetation type is cerrado sensu stricto (cerrado ss), a savanna woodland. Quantifying variation of biomass density of this vegetation is crucial for climate change mitigation policies. Integrating remote sensing data with adequate allometric equations and field-based data sets can provide large-scale estimates of biomass. We developed individual-tree aboveground biomass (AGB) allometric models to compare different regression techniques and explanatory variables. We applied the model with the strongest fit to a comprehensive ground-based data set (77 sites, 893 plots, and 95,484 trees) to describe AGB density variation of cerrado ss. We also investigated the influence of physiographic and climatological variables on AGB density; this analysis was restricted to 68 sites because eight sites could not be classified into a specific ecoregion, and one site had no soil texture data. In addition, we developed two models to estimate plot AGB density based on plot basal area. Our data show that for individual-tree AGB models a) log-log linear models provided better estimates than nonlinear power models; b) including species as a random effect improved model fit; c) diameter at 30 cm above ground was a reliable predictor for individual-tree AGB, and although height significantly improved model fit, species wood density did not. Mean tree AGB density in cerrado ss was 22.9 tons ha-1 (95% confidence interval = ± 2.2) and varied widely between ecoregions (8.8 to 42.2 tons ha-1), within ecoregions (e.g. 4.8 to 39.5 tons ha-1), and even within sites (24.3 to 69.9 tons ha-1). Biomass density tended to be higher in sites close to the Amazon. Ecoregion explained 42% of biomass variation between the 68 sites (P < 0.01) and shows strong potential as a parameter for classifying regional biomass variation in the Cerrado.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 48 citations 48 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type , Journal 2018Publisher:Public Library of Science (PLoS) Authors: Sabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; +16 AuthorsSabrina do Couto de Miranda; Guilherme C. Abdala; Jeanine Maria Felfili; Iris Roitman; Ricardo Flores Haidar; Pedro Roitman; Michael Keller; Michael Keller; Jhames Matos Sampaio; George Eiten; Julia Z. Shimbo; Ariane A. Rodrigues; José Roberto Rodrigues Pinto; Eddie Lenza; Wellington Braz Carvalho Delitti; Maria Cristina Felfili; Galiana da Silveira Lindoso; Christopher William Fagg; Tamiel Khan Baiocchi Jacobson; Mercedes M. C. Bustamante;Cerrado is the second largest biome in South America and accounted for the second largest contribution to carbon emissions in Brazil for the last 10 years, mainly due to land-use changes. It comprises approximately 2 million km2 and is divided into 22 ecoregions, based on environmental conditions and vegetation. The most dominant vegetation type is cerrado sensu stricto (cerrado ss), a savanna woodland. Quantifying variation of biomass density of this vegetation is crucial for climate change mitigation policies. Integrating remote sensing data with adequate allometric equations and field-based data sets can provide large-scale estimates of biomass. We developed individual-tree aboveground biomass (AGB) allometric models to compare different regression techniques and explanatory variables. We applied the model with the strongest fit to a comprehensive ground-based data set (77 sites, 893 plots, and 95,484 trees) to describe AGB density variation of cerrado ss. We also investigated the influence of physiographic and climatological variables on AGB density; this analysis was restricted to 68 sites because eight sites could not be classified into a specific ecoregion, and one site had no soil texture data. In addition, we developed two models to estimate plot AGB density based on plot basal area. Our data show that for individual-tree AGB models a) log-log linear models provided better estimates than nonlinear power models; b) including species as a random effect improved model fit; c) diameter at 30 cm above ground was a reliable predictor for individual-tree AGB, and although height significantly improved model fit, species wood density did not. Mean tree AGB density in cerrado ss was 22.9 tons ha-1 (95% confidence interval = ± 2.2) and varied widely between ecoregions (8.8 to 42.2 tons ha-1), within ecoregions (e.g. 4.8 to 39.5 tons ha-1), and even within sites (24.3 to 69.9 tons ha-1). Biomass density tended to be higher in sites close to the Amazon. Ecoregion explained 42% of biomass variation between the 68 sites (P < 0.01) and shows strong potential as a parameter for classifying regional biomass variation in the Cerrado.
add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 48 citations 48 popularity Top 10% influence Top 10% impulse Top 1% Powered by BIP!more_vert add ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1371/journal.pone.0196742&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2025 United Kingdom, France, France, Italy, Netherlands, United Kingdom, United KingdomPublisher:Springer Science and Business Media LLC Publicly fundedFunded by:UKRI | A Socio-Ecological Observ..., EC | AMAZALERT, NSF | Collaborative Research: L... +11 projectsUKRI| A Socio-Ecological Observatory for the Southern African Woodlands ,EC| AMAZALERT ,NSF| Collaborative Research: LTREB: A natural laboratory for studying biodiversity, ecosystem function, and responses to environmental change from Amazonian lowlands to Andean treeline ,EC| GEOCARBON ,EC| TreeMort ,UKRI| SECO: Resolving the current and future carbon dynamics of the dry tropics ,UKRI| Nordeste ,UKRI| Biodiversity and ecosystem functioning in degraded and recovering Amazonian and Atlantic forests ,UKRI| BIOmes of Brasil - Resilience, rEcovery, and Diversity: BIO-RED ,EC| T-FORCES ,UKRI| ARBOLES: A trait-based Understanding of LATAM Forest Biodiversity and Resilience ,UKRI| NI: Lightning in African tropical forests: from tree mortality to carbon dynamics ,UKRI| TREMOR: Mechanisms and consequences of increasing TREe MORtality in Amazonian rainforests ,UKRI| Amazon Integrated Carbon Analysis / AMAZONICASullivan, Martin; Phillips, Oliver; Galbraith, David; Almeida, Everton; de Oliveira, Edmar; Almeida, Jarcilene; Dávila, Esteban; Alves, Luciana; Andrade, Ana; Aragão, Luiz; Araujo-Murakami, Alejandro; Arets, Eric; Arroyo, Luzmila; Cruz, Omar; Baccaro, Fabrício; Baker, Timothy; Banki, Olaf; Baraloto, Christopher; Barlow, Jos; Barroso, Jorcely; Berenguer, Erika; Blanc, Lilian; Blundo, Cecilia; Bonal, Damien; Bongers, Frans; Bordin, Kauane; Brienen, Roel; Broggio, Igor; Burban, Benoit; Cabral, George; Camargo, José; Cardoso, Domingos; Carniello, Maria; Castro, Wendeson; de Lima, Haroldo; Cavalheiro, Larissa; Ribeiro, Sabina; Ramos, Sonia; Moscoso, Victor; Chave, Jerôme; Coelho, Fernanda; Comiskey, James; Valverde, Fernando; Costa, Flávia; Coutinho, Italo; da Costa, Antonio; de Medeiros, Marcelo; del Aguila Pasquel, Jhon; Derroire, Géraldine; Dexter, Kyle; Disney, Mat; Do Espírito Santo, Mário; Domingues, Tomas; Dourdain, Aurélie; Duque, Alvaro; Rangel, Cristabel; Elias, Fernando; Esquivel-Muelbert, Adriane; Farfan-Rios, William; Fauset, Sophie; Feldpausch, Ted; Fernandes, G; Ferreira, Joice; Nunes, Yule; Figueiredo, João; Cabreara, Karina; Gonzalez, Roy; Hernández, Lionel; Herrera, Rafael; Honorio Coronado, Eurídice; Huasco, Walter; Iguatemy, Mariana; Joly, Carlos; Kalamandeen, Michelle; Killeen, Timothy; Klipel, Joice; Klitgaard, Bente; Laurance, Susan; Laurance, William; Levesley, Aurora; Lewis, Simon; Lima Dan, Maurício; Lopez-Gonzalez, Gabriela; Magnusson, William; Malhi, Yadvinder; Malizia, Lucio; Malizia, Augustina; Manzatto, Angelo; Peña, Jose; Marimon, Beatriz; Marimon Junior, Ben; Martínez-Villa, Johanna; Reis, Simone; Metzker, Thiago; Milliken, William; Monteagudo-Mendoza, Abel; Moonlight, Peter; Morandi, Paulo; Moser, Pamela; Müller, Sandra; Nascimento, Marcelo; Negreiros, Daniel; Lima, Adriano; Vargas, Percy; Oliveira, Washington; Palacios, Walter; Pallqui Camacho, Nadir; Gutierrez, Alexander; Pardo Molina, Guido; Pedra de Abreu, Karla; Peña-Claros, Marielos; Pena Rodrigues, Pablo; Pennington, R; Pickavance, Georgia; Pipoly, John; Pitman, Nigel; Playfair, Maureen; Pontes-Lopes, Aline; Poorter, Lourens; Prestes, Nayane; Ramírez-Angulo, Hirma; Réjou-Méchain, Maxime; Reynel Rodriguez, Carlos; Rivas-Torres, Gonzalo; Rodrigues, Priscyla; de Jesus Rodrigues, Domingos; de Sousa, Thaiane; Rodrigues Pinto, José; Rodriguez M, Gina; Roucoux, Katherine; Ruokolainen, Kalle; Ryan, Casey; Revilla, Norma; Salomão, Rafael; Santos, Rubens; Sarkinen, Tiina; Scabin, Andressa; Bergamin, Rodrigo; Schietti, Juliana; de Meira Junior, Milton; Serrano, Julio; Silman, Miles; Silva, Richarlly; Silva, Camila; Silva, Jhonathan; Silveira, Marcos; Simon, Marcelo; Soto-Shareva, Yahn; Souza, Priscila; Souza, Rodolfo; Sposito, Tereza; Talbot, Joey; ter Steege, Hans; Terborgh, John; Thomas, Raquel; Toledo, Marisol; Torres-Lezama, Armando; Trujillo, William; van der Hout, Peter; Veloso, Maria; Vieira, Simone; Vilanova, Emilio; Villalobos Cayo, Jeanneth; Villela, Dora; Viscarra, Laura; Vos, Vincent; Wortel, Verginia; Ishida, Francoise; Zuidema, Pieter; Zwerts, Joeri;Abstract 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.
Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eudescription Publicationkeyboard_double_arrow_right Article , Other literature type 2025 United Kingdom, France, France, Italy, Netherlands, United Kingdom, United KingdomPublisher:Springer Science and Business Media LLC Publicly fundedFunded by:UKRI | A Socio-Ecological Observ..., EC | AMAZALERT, NSF | Collaborative Research: L... +11 projectsUKRI| A Socio-Ecological Observatory for the Southern African Woodlands ,EC| AMAZALERT ,NSF| Collaborative Research: LTREB: A natural laboratory for studying biodiversity, ecosystem function, and responses to environmental change from Amazonian lowlands to Andean treeline ,EC| GEOCARBON ,EC| TreeMort ,UKRI| SECO: Resolving the current and future carbon dynamics of the dry tropics ,UKRI| Nordeste ,UKRI| Biodiversity and ecosystem functioning in degraded and recovering Amazonian and Atlantic forests ,UKRI| BIOmes of Brasil - Resilience, rEcovery, and Diversity: BIO-RED ,EC| T-FORCES ,UKRI| ARBOLES: A trait-based Understanding of LATAM Forest Biodiversity and Resilience ,UKRI| NI: Lightning in African tropical forests: from tree mortality to carbon dynamics ,UKRI| TREMOR: Mechanisms and consequences of increasing TREe MORtality in Amazonian rainforests ,UKRI| Amazon Integrated Carbon Analysis / AMAZONICASullivan, Martin; Phillips, Oliver; Galbraith, David; Almeida, Everton; de Oliveira, Edmar; Almeida, Jarcilene; Dávila, Esteban; Alves, Luciana; Andrade, Ana; Aragão, Luiz; Araujo-Murakami, Alejandro; Arets, Eric; Arroyo, Luzmila; Cruz, Omar; Baccaro, Fabrício; Baker, Timothy; Banki, Olaf; Baraloto, Christopher; Barlow, Jos; Barroso, Jorcely; Berenguer, Erika; Blanc, Lilian; Blundo, Cecilia; Bonal, Damien; Bongers, Frans; Bordin, Kauane; Brienen, Roel; Broggio, Igor; Burban, Benoit; Cabral, George; Camargo, José; Cardoso, Domingos; Carniello, Maria; Castro, Wendeson; de Lima, Haroldo; Cavalheiro, Larissa; Ribeiro, Sabina; Ramos, Sonia; Moscoso, Victor; Chave, Jerôme; Coelho, Fernanda; Comiskey, James; Valverde, Fernando; Costa, Flávia; Coutinho, Italo; da Costa, Antonio; de Medeiros, Marcelo; del Aguila Pasquel, Jhon; Derroire, Géraldine; Dexter, Kyle; Disney, Mat; Do Espírito Santo, Mário; Domingues, Tomas; Dourdain, Aurélie; Duque, Alvaro; Rangel, Cristabel; Elias, Fernando; Esquivel-Muelbert, Adriane; Farfan-Rios, William; Fauset, Sophie; Feldpausch, Ted; Fernandes, G; Ferreira, Joice; Nunes, Yule; Figueiredo, João; Cabreara, Karina; Gonzalez, Roy; Hernández, Lionel; Herrera, Rafael; Honorio Coronado, Eurídice; Huasco, Walter; Iguatemy, Mariana; Joly, Carlos; Kalamandeen, Michelle; Killeen, Timothy; Klipel, Joice; Klitgaard, Bente; Laurance, Susan; Laurance, William; Levesley, Aurora; Lewis, Simon; Lima Dan, Maurício; Lopez-Gonzalez, Gabriela; Magnusson, William; Malhi, Yadvinder; Malizia, Lucio; Malizia, Augustina; Manzatto, Angelo; Peña, Jose; Marimon, Beatriz; Marimon Junior, Ben; Martínez-Villa, Johanna; Reis, Simone; Metzker, Thiago; Milliken, William; Monteagudo-Mendoza, Abel; Moonlight, Peter; Morandi, Paulo; Moser, Pamela; Müller, Sandra; Nascimento, Marcelo; Negreiros, Daniel; Lima, Adriano; Vargas, Percy; Oliveira, Washington; Palacios, Walter; Pallqui Camacho, Nadir; Gutierrez, Alexander; Pardo Molina, Guido; Pedra de Abreu, Karla; Peña-Claros, Marielos; Pena Rodrigues, Pablo; Pennington, R; Pickavance, Georgia; Pipoly, John; Pitman, Nigel; Playfair, Maureen; Pontes-Lopes, Aline; Poorter, Lourens; Prestes, Nayane; Ramírez-Angulo, Hirma; Réjou-Méchain, Maxime; Reynel Rodriguez, Carlos; Rivas-Torres, Gonzalo; Rodrigues, Priscyla; de Jesus Rodrigues, Domingos; de Sousa, Thaiane; Rodrigues Pinto, José; Rodriguez M, Gina; Roucoux, Katherine; Ruokolainen, Kalle; Ryan, Casey; Revilla, Norma; Salomão, Rafael; Santos, Rubens; Sarkinen, Tiina; Scabin, Andressa; Bergamin, Rodrigo; Schietti, Juliana; de Meira Junior, Milton; Serrano, Julio; Silman, Miles; Silva, Richarlly; Silva, Camila; Silva, Jhonathan; Silveira, Marcos; Simon, Marcelo; Soto-Shareva, Yahn; Souza, Priscila; Souza, Rodolfo; Sposito, Tereza; Talbot, Joey; ter Steege, Hans; Terborgh, John; Thomas, Raquel; Toledo, Marisol; Torres-Lezama, Armando; Trujillo, William; van der Hout, Peter; Veloso, Maria; Vieira, Simone; Vilanova, Emilio; Villalobos Cayo, Jeanneth; Villela, Dora; Viscarra, Laura; Vos, Vincent; Wortel, Verginia; Ishida, Francoise; Zuidema, Pieter; Zwerts, Joeri;Abstract 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.
Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.euAccess RoutesGreen gold 0 citations 0 popularity Average influence Average impulse Average Powered by BIP!more_vert Archivio Istituziona... arrow_drop_down Oxford University Research ArchiveArticle . 2025License: CC BYData sources: Oxford University Research ArchiveWageningen Staff PublicationsArticle . 2025License: CC BYData sources: Wageningen Staff PublicationsSt Andrews Research RepositoryArticle . 2025 . Peer-reviewedData sources: St Andrews Research Repositoryadd ClaimPlease grant OpenAIRE to access and update your ORCID works.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.This Research product is the result of merged Research products in OpenAIRE.
You have already added works in your ORCID record related to the merged Research product.All Research productsarrow_drop_down <script type="text/javascript"> <!-- document.write('<div id="oa_widget"></div>'); document.write('<script type="text/javascript" src="https://beta.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=10.1038/s41467-025-56175-4&type=result"></script>'); --> </script>For further information contact us at helpdesk@openaire.eu