1. Unraveling Amazon tree community assembly using Maximum Information Entropy: a quantitative analysis of tropical forest ecology
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Bruno Garcia Luize, Milton Tirado, Veridiana Vizoni Scudeller, Marcelo Brilhante de Medeiros, Toby Pennington, Juliana Schietti, Aurora Levesley, Bianca Weiss Albuquerque, Lourens Poorter, Hirma Ramírez-Angulo, Juan David Cardenas Revilla, Egleé L. Zent, Domingos de Jesus Rodrigues, Everton José Almeida, Pascal Petronelli, Maria Aparecida Lopes, Diego Correa, William Milliken, Daniel Praia Portela de Aguiar, James A. Comiskey, Ben Hur Marimon-Junior, Italo Mesones, Eurídice N. Honorio Coronado, Edelcilio Marques Barbosa, Joost F. Duivenvoorden, Susan G. Laurance, Marcos Silveira, Ires Paula de Andrade Miranda, Corine Vriesendorp, Doug Daly, Katia Regina Casula, Luisa Fernanda Casas, Erika Berenguer, Dário Dantas do Amaral, Rafael L. Assis, Jens Kattge, Juliana Stropp, Edwin Pos, Henrik Balslev, Paul J. M. Maas, Ophelia Wang, José Ferreira Ramos, Jon Lloyd, Marcelino Carneiro Guedes, Geertje M. F. van der Heijden, Fernanda Coelho de Souza, Walter Palacios Cuenca, Vitor Hugo Freitas Gomes, Timothy R. Baker, Leandro Valle Ferreira, Nicolás Castaño Arboleda, Jérôme Chave, Carolina V. Castilho, María Natalia Umaña, Roosevelt García-Villacorta, George Pepe Gallardo Gonzales, Luis Valenzuela Gamarra, Hilda Paulette Dávila Doza, José Renan da Silva Guimarães, Raquel Thomas-Caesar, Hans ter Steege, Hernán Castellanos, Nállarett Dávila, Lionel Hernández, Yuri Oliveira Feitosa, Julien Engel, Olaf Bánki, Ángela Cano, Luiz de Souza Coelho, Gerhard Boenisch, Priscila Souza, André Braga Junqueira, Jochen Schöngart, Juan Fernando Phillips, Cid Ferreira, Gonzalo Rivas-Torres, Kenneth R. Young, Agustín Rudas, Ademir Roberto Ruschel, Elvis H. Valderrama Sandoval, Cláudia Baider, Mariana Victória Irume, Terry W. Henkel, Márcia Cléia Vilela dos Santos, Marcelo Petratti Pansonato, Timothy J. Killeen, Daniel Villarroel, Neidiane Farias Costa Reis, Stanford Zent, Rafael de Paiva Salomão, Georgia Pickavance, Daniela Pauletto, Karina Garcia-Cabrera, Rainiellen de Sá Carpanedo, Émile Fonty, Daniel Sabatier, Ima Célia Guimarães Vieira, Janaina Barbosa Pedrosa Costa, Emilio Vilanova Torre, Maíra da Rocha, William E. Magnusson, Manuel Augusto Ahuite Reategui, Ricardo Zárate Gómez, Renato R. Hilário, Juan Ernesto Guevara, Alfredo F. Fuentes, Charles E. Zartman, Karina Melgaço, Layon Oreste Demarchi, Marcelo Trindade Nascimento, Diogenes de Andrade Lima Filho, Joseph E. Hawes, Janaina da Costa de Noronha, Maria Pires Martins, Larissa Cavalheiro, Miles R. Silman, Francisco Dallmeier, Evlyn Márcia Moraes de Leão Novo, Freddy Ramirez Arevalo, Luiz Carlos de Matos Bonates, Jos Barlow, Milena Holmgren, Carlos A. Peres, William F. Laurance, Casimiro Mendoza, Roderick Zagt, Percy Núñez Vargas, Juan Carlos Licona, Sasha Cárdenas, John Terborgh, Isau Huamantupa-Chuquimaco, Susamar Pansini, Ligia Estela Urrego Giraldo, Maria Teresa Fernandez Piedade, Ted R. Feldpausch, César I.A. Vela, Oliver L. Phillips, Marcelo de Jesus Veiga Carim, José Julio de Toledo, Therany Gonzales, Kenneth J. Feeley, Ana Andrade, Patricio von Hildebrand, Bonifacio Mostacedo, Henrique E. M. Nascimento, Linder Felipe Mozombite Pinto, Reynaldo Linares-Palomino, Joice Ferreira, Jean-François Molino, Adriana Prieto, Christopher Baraloto, Jean-Louis Guillaumet, Luzmila Arroyo, Alvaro Duque, Alfonso Alonso, Yadvinder Malhi, Carlos Cerón, Anthony Di Fiore, J. Sebastián Tello, Luciane Ferreira Barbosa, Fernando Cornejo Valverde, José Leonardo Lima Magalhães, Carolina Levis, Rodrigo Sierra, Nigel C. A. Pitman, Iêda Leão do Amaral, William Farfan-Rios, Flávia Rodrigues Barbosa, C Gerardo Aymard, Natalino Silva, Hugo Mogollón, Francisca Dionízia de Almeida Matos, Paul V. A. Fine, Bruno Barçante Ladvocat Cintra, Adriano Costa Quaresma, Florian Wittmann, Vincent A. Vos, José Luís Camargo, Fernanda Carvalho, Tinde van Andel, Rogério Gribel, Beatriz Schwantes Marimon, Roel J. W. Brienen, Juan Carlos Montero, Alberto Vicentini, Freddie Draper, Marcos Ríos Paredes, Abel Monteagudo Mendoza, Angelo Gilberto Manzatto, Adeilza Felipe Sampaio, Boris Eduardo Villa Zegarra, Armando Torres-Lezama, David A. Neill, E. M. Jimenez, Rodolfo Vasquez, Bruce Hoffman, Dairon Cárdenas López, Alejandro Araujo-Murakami, Eduardo Martins Venticinque, Thiago Sanna Freire Silva, Helder Lima de Queiroz, John Ethan Householder, Gabriel Damasco, Bernardo M. Flores, Kyle G. Dexter, Pablo R. Stevenson, Miguel Alexiades, Aline Lopes, Alexandre S. Oliveira, Nathan J. B. Kraft, Flávia R. C. Costa, Maria Cristina Peñuela Mora, Emanuelle de Sousa Farias, Jose L. Pena, Marcelo F. Simon, Thaise Emilio, Apollo - University of Cambridge Repository, Oliveira, Alexandre A [0000-0001-5526-8109], University of St Andrews. School of Geography & Sustainable Development, Utrecht University [Utrecht], Instituto Nacional de Pesquisas da Amazônia (INPA), EMBRAPA Amazônia Oriental, Botanique et Modélisation de l'Architecture des Plantes et des Végétations (UMR AMAP), Centre de Coopération Internationale en Recherche Agronomique pour le Développement (Cirad)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD [France-Sud])-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-Université de Montpellier (UM), ONF - Direction régionale de la Guyane [Cayenne], and Office national des forêts (ONF)
- Subjects
0106 biological sciences ,Geography & travel ,Bioinformatics ,Ecology (disciplines) ,Entropy ,Forests ,Information theory ,010603 evolutionary biology ,01 natural sciences ,Computational biology ,thermodynamics and nonlinear dynamics ,Econometrics ,Life Science ,Bosecologie en Bosbeheer ,Stabilizing selection ,Relative abundance distribution ,Ecosystem ,ddc:910 ,Mathematics ,MCC ,Tropical Climate ,Multidisciplinary ,GE ,Ecology ,Principle of maximum entropy ,3rd-DAS ,Biodiversity ,15. Life on land ,Plants ,PE&RC ,Forest Ecology and Forest Management ,Biosystematiek ,Computational biology and bioinformatics ,Complex dynamics ,Quantitative analysis (finance) ,Wildlife Ecology and Conservation ,FOS: Biological sciences ,[SDE]Environmental Sciences ,Biosystematics ,Probability distribution ,Statistical physics ,GE Environmental Sciences ,010606 plant biology & botany - Abstract
Funding: Floristic identification in plots in the RAINFOR forest monitoring network have been supported by the Natural Environment Research Council (grants NE/B503384/1, NE/ D01025X/1, NE/I02982X/1, NE/F005806/1, NE/D005590/1 and NE/I028122/1) and the Gordon and Betty Moore Foundation. In a time of rapid global change, the question of what determines patterns in species abundance distribution remains a priority for understanding the complex dynamics of ecosystems. The constrained maximization of information entropy provides a framework for the understanding of such complex systems dynamics by a quantitative analysis of important constraints via predictions using least biased probability distributions. We apply it to over two thousand hectares of Amazonian tree inventories across seven forest types and thirteen functional traits, representing major global axes of plant strategies. Results show that constraints formed by regional relative abundances of genera explain eight times more of local relative abundances than constraints based on directional selection for specific functional traits, although the latter does show clear signals of environmental dependency. These results provide a quantitative insight by inference from large-scale data using cross-disciplinary methods, furthering our understanding of ecological dynamics. Publisher PDF
- Published
- 2023