Robson Borges de Lima, Eric Bastos Görgens, Diego Armando S da Silva, Cinthia Pereira de Oliveira, Anderson Pedro B Batista, Rinaldo L Caraciolo Ferreira, Flavia R C Costa, Renato A Ferreira de Lima, Perseu da Silva Aparício, Jadson Coelho de Abreu, José Antônio Aleixo da Silva, Aretha Franklin Guimaraes, Philip M Fearnside, Thaiane R Sousa, Ricardo Perdiz, Niro Higuchi, Erika Berenguer, Angélica F Resende, Fernando Elias, Carolina Volkmer de Castilho, Marcelo Brilhante de Medeiros, João Ramos de Matos Filho, Maurício Alves Sardinha, Márcio André Furtado Freitas, José Jussian da Silva, Aldemir Pereira da Cunha, Renan Mendes Santos, Adriane Esquivel Muelbert, Marcelino Carneiro Guedes, Reinaldo Imbrózio, Carla Samara Campelo de Sousa, Wegliane Campelo da Silva Aparício, Breno Marques da Silva E Silva, Celice Alexandre Silva, Beatriz Schwantes Marimon, Ben Hur Marimon Junior, Paulo S Morandi, Danielle Storck-Tonon, Ima Célia Guimarães Vieira, Juliana Schietti, Fernanda Coelho, Danilo R Alves de Almeida, Wendeson Castro, Samuel P C Carvalho, Robson Dos Santos A da Silva, Juliana Silveira, José Luís Camargo, Karina Melgaço, Lucas Jose Mazzei de Freitas, Laura Vedovato, Maíra Benchimol, Gabriel de Oliveira de Almeida, Ghillean Prance, Alan Bernardes da Silveira, Marcelo Fragomeni Simon, Marcos Leandro Garcia, Marcos Silveira, Marcos Vital, Maryane B T Andrade, Natalino Silva, Raimunda Oliveira de Araújo, Larissa Cavalheiro, Rainiellen Carpanedo, Letícia Fernandes, Angelo Gilberto Manzatto, Ricardo T G de Andrade, William E Magnusson, Bill Laurance, Bruce Walker Nelson, Carlos Peres, Douglas C Daly, Domingos Rodrigues, Ana Paula Zopeletto, Edmar Almeida de Oliveira, Estelle Dugachard, Flávia Rodrigues Barbosa, Flavia Santana, Iêda Leão do Amaral, Leandro V Ferreira, Leandro S Charão, Joice Ferreira, Jos Barlow, Lilian Blanc, Luiz Aragão, Plinio Sist, Rafael de Paiva Salomão, Antônio Sérgio Lima da Silva, Susan Laurance, Ted R Feldpausch, Toby Gardner, Wagner Santiago, William Balee, William F Laurance, Yadvinder Malhi, Oliver L Phillips
For more than three decades, major efforts in sampling and analyzing tree diversity in South America have focused almost exclusively on trees with stems of at least 10 and 2.5 cm diameter, showing highest species diversity in the wetter western and northern Amazon forests. By contrast, little attention has been paid to patterns and drivers of diversity in the largest canopy and emergent trees, which is surprising given these have dominant ecological functions. Here, we use a machine learning approach to quantify the importance of environmental factors and apply it to generate spatial predictions of the species diversity of all trees (dbh ≥ 10 cm) and for very large trees (dbh ≥ 70 cm) using data from 243 forest plots (108,450 trees and 2832 species) distributed across different forest types and biogeographic regions of the Brazilian Amazon...
June 30, 2023: Global Change Biology