Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology

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.

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Main Authors: Pos, Edwin, de Souza Coelho, Luiz, de Andrade Lima Filho, Diogenes, Salomão, Rafael P., Amaral, Iêda Leão, de Almeida Matos, Francisca Dionízia, Castilho, Carolina V., Phillips, Oliver L., Guevara Andino, Juan Ernesto, de Jesus Veiga Carim, Marcelo, López, Dairon Cárdenas, Magnusson, William E, Wittmann, Florian, Irume, Mariana Victória, Pires Martins, Maria, Sabatier, Daniel, da Silva Guimarães, José Renan, Molino, Jean-François, Banki, Olaf, Fernandez Piedade, Maria Teresa, Pitman, Nigel C. A., Mendoza, Abel Monteagudo, Ferreira Ramos, José, Hawes, Joseph E., Almeida, Everton José, Ferreira Barbosa, Luciane, Cavalheiro, Larissa, Vilela dos Santos, Márcia Cléia, Garcia Luize, Bruno, Moraes de Leão Novo, Evlyn Márcia, Nuñez Vargas, Percy, Freire Silva, Thiago Sanna, Venticinque, Eduardo Martins, Manzatto, Angelo Gilberto, Costa Reis, Neidiane Farias, Terborgh, John, Casula, Katia Regina, Coronado, Euridice N. Honorio, Montero, Juan Carlos, Marimon, Beatriz Schwantes, Marimon-Junior, Ben Hur, Feldpausch, Ted R., Duque, Alvaro, Baraloto, Christopher, Castaño Arboleda, Nicolás, Engel, Julien, Petronelli, Pascal, et al.
Format: article biblioteca
Language:eng
Subjects:F40 - Écologie végétale, U10 - Informatique, mathématiques et statistiques, écologie, forêt tropicale, dynamique des populations, écologie forestière, biodiversité, arbre forestier, taxonomie, écosystème forestier, inventaire forestier, forêt tropicale humide, protection de la forêt, http://aims.fao.org/aos/agrovoc/c_2467, http://aims.fao.org/aos/agrovoc/c_24904, http://aims.fao.org/aos/agrovoc/c_6111, http://aims.fao.org/aos/agrovoc/c_3044, http://aims.fao.org/aos/agrovoc/c_33949, http://aims.fao.org/aos/agrovoc/c_3052, http://aims.fao.org/aos/agrovoc/c_7631, http://aims.fao.org/aos/agrovoc/c_1374842133961, http://aims.fao.org/aos/agrovoc/c_24174, http://aims.fao.org/aos/agrovoc/c_7976, http://aims.fao.org/aos/agrovoc/c_28075, http://aims.fao.org/aos/agrovoc/c_32372, http://aims.fao.org/aos/agrovoc/c_3081, http://aims.fao.org/aos/agrovoc/c_3445,
Online Access:http://agritrop.cirad.fr/608253/
http://agritrop.cirad.fr/608253/1/608253.pdf
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institution CIRAD FR
collection DSpace
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countrycode FR
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region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic F40 - Écologie végétale
U10 - Informatique, mathématiques et statistiques
écologie
forêt tropicale
dynamique des populations
écologie forestière
biodiversité
arbre forestier
taxonomie
écosystème forestier
inventaire forestier
forêt tropicale humide
protection de la forêt
http://aims.fao.org/aos/agrovoc/c_2467
http://aims.fao.org/aos/agrovoc/c_24904
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_3044
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_1374842133961
http://aims.fao.org/aos/agrovoc/c_24174
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_28075
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3445
F40 - Écologie végétale
U10 - Informatique, mathématiques et statistiques
écologie
forêt tropicale
dynamique des populations
écologie forestière
biodiversité
arbre forestier
taxonomie
écosystème forestier
inventaire forestier
forêt tropicale humide
protection de la forêt
http://aims.fao.org/aos/agrovoc/c_2467
http://aims.fao.org/aos/agrovoc/c_24904
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_3044
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_1374842133961
http://aims.fao.org/aos/agrovoc/c_24174
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_28075
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3445
spellingShingle F40 - Écologie végétale
U10 - Informatique, mathématiques et statistiques
écologie
forêt tropicale
dynamique des populations
écologie forestière
biodiversité
arbre forestier
taxonomie
écosystème forestier
inventaire forestier
forêt tropicale humide
protection de la forêt
http://aims.fao.org/aos/agrovoc/c_2467
http://aims.fao.org/aos/agrovoc/c_24904
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_3044
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_1374842133961
http://aims.fao.org/aos/agrovoc/c_24174
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_28075
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3445
F40 - Écologie végétale
U10 - Informatique, mathématiques et statistiques
écologie
forêt tropicale
dynamique des populations
écologie forestière
biodiversité
arbre forestier
taxonomie
écosystème forestier
inventaire forestier
forêt tropicale humide
protection de la forêt
http://aims.fao.org/aos/agrovoc/c_2467
http://aims.fao.org/aos/agrovoc/c_24904
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_3044
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_1374842133961
http://aims.fao.org/aos/agrovoc/c_24174
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_28075
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3445
Pos, Edwin
de Souza Coelho, Luiz
de Andrade Lima Filho, Diogenes
Salomão, Rafael P.
Amaral, Iêda Leão
de Almeida Matos, Francisca Dionízia
Castilho, Carolina V.
Phillips, Oliver L.
Guevara Andino, Juan Ernesto
de Jesus Veiga Carim, Marcelo
López, Dairon Cárdenas
Magnusson, William E
Wittmann, Florian
Irume, Mariana Victória
Pires Martins, Maria
Sabatier, Daniel
da Silva Guimarães, José Renan
Molino, Jean-François
Banki, Olaf
Fernandez Piedade, Maria Teresa
Pitman, Nigel C. A.
Mendoza, Abel Monteagudo
Ferreira Ramos, José
Hawes, Joseph E.
Almeida, Everton José
Ferreira Barbosa, Luciane
Cavalheiro, Larissa
Vilela dos Santos, Márcia Cléia
Garcia Luize, Bruno
Moraes de Leão Novo, Evlyn Márcia
Nuñez Vargas, Percy
Freire Silva, Thiago Sanna
Venticinque, Eduardo Martins
Manzatto, Angelo Gilberto
Costa Reis, Neidiane Farias
Terborgh, John
Casula, Katia Regina
Coronado, Euridice N. Honorio
Montero, Juan Carlos
Marimon, Beatriz Schwantes
Marimon-Junior, Ben Hur
Feldpausch, Ted R.
Duque, Alvaro
Baraloto, Christopher
Castaño Arboleda, Nicolás
Engel, Julien
Petronelli, Pascal
et al.,
Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology
description 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.
format article
topic_facet F40 - Écologie végétale
U10 - Informatique, mathématiques et statistiques
écologie
forêt tropicale
dynamique des populations
écologie forestière
biodiversité
arbre forestier
taxonomie
écosystème forestier
inventaire forestier
forêt tropicale humide
protection de la forêt
http://aims.fao.org/aos/agrovoc/c_2467
http://aims.fao.org/aos/agrovoc/c_24904
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_3044
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_1374842133961
http://aims.fao.org/aos/agrovoc/c_24174
http://aims.fao.org/aos/agrovoc/c_7976
http://aims.fao.org/aos/agrovoc/c_28075
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
http://aims.fao.org/aos/agrovoc/c_3445
author Pos, Edwin
de Souza Coelho, Luiz
de Andrade Lima Filho, Diogenes
Salomão, Rafael P.
Amaral, Iêda Leão
de Almeida Matos, Francisca Dionízia
Castilho, Carolina V.
Phillips, Oliver L.
Guevara Andino, Juan Ernesto
de Jesus Veiga Carim, Marcelo
López, Dairon Cárdenas
Magnusson, William E
Wittmann, Florian
Irume, Mariana Victória
Pires Martins, Maria
Sabatier, Daniel
da Silva Guimarães, José Renan
Molino, Jean-François
Banki, Olaf
Fernandez Piedade, Maria Teresa
Pitman, Nigel C. A.
Mendoza, Abel Monteagudo
Ferreira Ramos, José
Hawes, Joseph E.
Almeida, Everton José
Ferreira Barbosa, Luciane
Cavalheiro, Larissa
Vilela dos Santos, Márcia Cléia
Garcia Luize, Bruno
Moraes de Leão Novo, Evlyn Márcia
Nuñez Vargas, Percy
Freire Silva, Thiago Sanna
Venticinque, Eduardo Martins
Manzatto, Angelo Gilberto
Costa Reis, Neidiane Farias
Terborgh, John
Casula, Katia Regina
Coronado, Euridice N. Honorio
Montero, Juan Carlos
Marimon, Beatriz Schwantes
Marimon-Junior, Ben Hur
Feldpausch, Ted R.
Duque, Alvaro
Baraloto, Christopher
Castaño Arboleda, Nicolás
Engel, Julien
Petronelli, Pascal
et al.,
author_facet Pos, Edwin
de Souza Coelho, Luiz
de Andrade Lima Filho, Diogenes
Salomão, Rafael P.
Amaral, Iêda Leão
de Almeida Matos, Francisca Dionízia
Castilho, Carolina V.
Phillips, Oliver L.
Guevara Andino, Juan Ernesto
de Jesus Veiga Carim, Marcelo
López, Dairon Cárdenas
Magnusson, William E
Wittmann, Florian
Irume, Mariana Victória
Pires Martins, Maria
Sabatier, Daniel
da Silva Guimarães, José Renan
Molino, Jean-François
Banki, Olaf
Fernandez Piedade, Maria Teresa
Pitman, Nigel C. A.
Mendoza, Abel Monteagudo
Ferreira Ramos, José
Hawes, Joseph E.
Almeida, Everton José
Ferreira Barbosa, Luciane
Cavalheiro, Larissa
Vilela dos Santos, Márcia Cléia
Garcia Luize, Bruno
Moraes de Leão Novo, Evlyn Márcia
Nuñez Vargas, Percy
Freire Silva, Thiago Sanna
Venticinque, Eduardo Martins
Manzatto, Angelo Gilberto
Costa Reis, Neidiane Farias
Terborgh, John
Casula, Katia Regina
Coronado, Euridice N. Honorio
Montero, Juan Carlos
Marimon, Beatriz Schwantes
Marimon-Junior, Ben Hur
Feldpausch, Ted R.
Duque, Alvaro
Baraloto, Christopher
Castaño Arboleda, Nicolás
Engel, Julien
Petronelli, Pascal
et al.,
author_sort Pos, Edwin
title Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology
title_short Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology
title_full Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology
title_fullStr Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology
title_full_unstemmed Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology
title_sort unraveling amazon tree community assembly using maximum information entropy: a quantitative analysis of tropical forest ecology
url http://agritrop.cirad.fr/608253/
http://agritrop.cirad.fr/608253/1/608253.pdf
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spelling dig-cirad-fr-6082532024-02-16T05:32:06Z http://agritrop.cirad.fr/608253/ http://agritrop.cirad.fr/608253/ Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology. Pos Edwin, de Souza Coelho Luiz, de Andrade Lima Filho Diogenes, Salomão Rafael P., Amaral Iêda Leão, de Almeida Matos Francisca Dionízia, Castilho Carolina V., Phillips Oliver L., Guevara Andino Juan Ernesto, de Jesus Veiga Carim Marcelo, López Dairon Cárdenas, Magnusson William E, Wittmann Florian, Irume Mariana Victória, Pires Martins Maria, Sabatier Daniel, da Silva Guimarães José Renan, Molino Jean-François, Banki Olaf, Fernandez Piedade Maria Teresa, Pitman Nigel C. A., Mendoza Abel Monteagudo, Ferreira Ramos José, Hawes Joseph E., Almeida Everton José, Ferreira Barbosa Luciane, Cavalheiro Larissa, Vilela dos Santos Márcia Cléia, Garcia Luize Bruno, Moraes de Leão Novo Evlyn Márcia, Nuñez Vargas Percy, Freire Silva Thiago Sanna, Venticinque Eduardo Martins, Manzatto Angelo Gilberto, Costa Reis Neidiane Farias, Terborgh John, Casula Katia Regina, Coronado Euridice N. Honorio, Montero Juan Carlos, Marimon Beatriz Schwantes, Marimon-Junior Ben Hur, Feldpausch Ted R., Duque Alvaro, Baraloto Christopher, Castaño Arboleda Nicolás, Engel Julien, Petronelli Pascal, et al.. 2023. Scientific Reports, 13 (1):2859, 11 p.https://doi.org/10.1038/s41598-023-28132-y <https://doi.org/10.1038/s41598-023-28132-y> Unraveling Amazon tree community assembly using Maximum Information Entropy: A quantitative analysis of tropical forest ecology Pos, Edwin de Souza Coelho, Luiz de Andrade Lima Filho, Diogenes Salomão, Rafael P. Amaral, Iêda Leão de Almeida Matos, Francisca Dionízia Castilho, Carolina V. Phillips, Oliver L. Guevara Andino, Juan Ernesto de Jesus Veiga Carim, Marcelo López, Dairon Cárdenas Magnusson, William E Wittmann, Florian Irume, Mariana Victória Pires Martins, Maria Sabatier, Daniel da Silva Guimarães, José Renan Molino, Jean-François Banki, Olaf Fernandez Piedade, Maria Teresa Pitman, Nigel C. A. Mendoza, Abel Monteagudo Ferreira Ramos, José Hawes, Joseph E. Almeida, Everton José Ferreira Barbosa, Luciane Cavalheiro, Larissa Vilela dos Santos, Márcia Cléia Garcia Luize, Bruno Moraes de Leão Novo, Evlyn Márcia Nuñez Vargas, Percy Freire Silva, Thiago Sanna Venticinque, Eduardo Martins Manzatto, Angelo Gilberto Costa Reis, Neidiane Farias Terborgh, John Casula, Katia Regina Coronado, Euridice N. Honorio Montero, Juan Carlos Marimon, Beatriz Schwantes Marimon-Junior, Ben Hur Feldpausch, Ted R. Duque, Alvaro Baraloto, Christopher Castaño Arboleda, Nicolás Engel, Julien Petronelli, Pascal et al., eng 2023 Scientific Reports F40 - Écologie végétale U10 - Informatique, mathématiques et statistiques écologie forêt tropicale dynamique des populations écologie forestière biodiversité arbre forestier taxonomie écosystème forestier inventaire forestier forêt tropicale humide protection de la forêt http://aims.fao.org/aos/agrovoc/c_2467 http://aims.fao.org/aos/agrovoc/c_24904 http://aims.fao.org/aos/agrovoc/c_6111 http://aims.fao.org/aos/agrovoc/c_3044 http://aims.fao.org/aos/agrovoc/c_33949 http://aims.fao.org/aos/agrovoc/c_3052 http://aims.fao.org/aos/agrovoc/c_7631 http://aims.fao.org/aos/agrovoc/c_1374842133961 http://aims.fao.org/aos/agrovoc/c_24174 http://aims.fao.org/aos/agrovoc/c_7976 http://aims.fao.org/aos/agrovoc/c_28075 Amazonie France Guyana http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_3081 http://aims.fao.org/aos/agrovoc/c_3445 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. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/608253/1/608253.pdf text cc_by info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ https://doi.org/10.1038/s41598-023-28132-y 10.1038/s41598-023-28132-y info:eu-repo/semantics/altIdentifier/doi/10.1038/s41598-023-28132-y info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1038/s41598-023-28132-y