Biased-corrected richness estimates for the Amazonian tree flora

Amazonian forests are extraordinarily diverse, but the estimated species richness is very much debated. Here, we apply an ensemble of parametric estimators and a novel technique that includes conspecific spatial aggregation to an extended database of forest plots with up-to-date taxonomy. We show that the species abundance distribution of Amazonia is best approximated by a logseries with aggregated individuals, where aggregation increases with rarity. By averaging several methods to estimate total richness, we confirm that over 15,000 tree species are expected to occur in Amazonia. We also show that using ten times the number of plots would result in an increase to just ~50% of those 15,000 estimated species. To get a more complete sample of all tree species, rigorous field campaigns may be needed but the number of trees in Amazonia will remain an estimate for years to come.

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Bibliographic Details
Main Authors: Ter Steege, Hans, Prado, Paulo I., de Lima, Renato A. F., 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, Juan Ernesto, de Jesus Veiga Carim, Marcelo, Cárdenas López, Dairon, Magnusson, William E, Wittmann, Florian, Pires Martins, Maria, Sabatier, Daniel, Irume, Victória Irume, da Silva Guimarães, José Renan, Molino, Jean-François, Banki, Olaf, Fernandez Piedade, Maria Teresa, Pitman, Nigel C. A., Ferreira Ramos, José, Monteagudo Mendoza, Abel, Venticinque, Eduardo Martins, Garcia Luize, Bruno, Nuñez Vargas, Percy, Freire Silva, Thiago Sanna, Moraes de Leão Novo, Evlyn Márcia, Costa Reis, Neidiane Farias, Terborgh, John, Manzatto, Angelo Gilberto, Casula, Katia Regina, Honorio Coronado, Eurídice N., Montero, Juan Carlos, Duque, Alvaro, Costa, Flávia R.C, Castaño Arboleda, Nicolás, Schöngart, Jochen, Zartman, Charles Eugene, Killeen, Timothy J., Marimon, Beatriz Schwantes, Marimon-Junior, Ben Hur, Vasquez, Rodolfo, Mostacedo, Bonifacio, Demarchi, Layon O., Feldpausch, Ted R., Engel, Julien, Petronelli, Pascal, et al.
Format: article biblioteca
Language:eng
Subjects:flore, taxonomie, dynamique des populations, modèle de simulation, arbre forestier, biodiversité, forêt, espèce, distribution géographique, distribution des populations, identification, base de données spatiale, composition botanique, http://aims.fao.org/aos/agrovoc/c_2983, http://aims.fao.org/aos/agrovoc/c_7631, http://aims.fao.org/aos/agrovoc/c_6111, http://aims.fao.org/aos/agrovoc/c_24242, http://aims.fao.org/aos/agrovoc/c_3052, http://aims.fao.org/aos/agrovoc/c_33949, http://aims.fao.org/aos/agrovoc/c_3062, http://aims.fao.org/aos/agrovoc/c_7280, http://aims.fao.org/aos/agrovoc/c_5083, http://aims.fao.org/aos/agrovoc/c_6113, http://aims.fao.org/aos/agrovoc/c_3791, http://aims.fao.org/aos/agrovoc/c_9000154, http://aims.fao.org/aos/agrovoc/c_15945, http://aims.fao.org/aos/agrovoc/c_32372, http://aims.fao.org/aos/agrovoc/c_3081,
Online Access:http://agritrop.cirad.fr/605382/
http://agritrop.cirad.fr/605382/1/605382.pdf
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record_format koha
institution CIRAD FR
collection DSpace
country Francia
countrycode FR
component Bibliográfico
access En linea
databasecode dig-cirad-fr
tag biblioteca
region Europa del Oeste
libraryname Biblioteca del CIRAD Francia
language eng
topic flore
taxonomie
dynamique des populations
modèle de simulation
arbre forestier
biodiversité
forêt
espèce
distribution géographique
distribution des populations
identification
base de données spatiale
composition botanique
http://aims.fao.org/aos/agrovoc/c_2983
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_7280
http://aims.fao.org/aos/agrovoc/c_5083
http://aims.fao.org/aos/agrovoc/c_6113
http://aims.fao.org/aos/agrovoc/c_3791
http://aims.fao.org/aos/agrovoc/c_9000154
http://aims.fao.org/aos/agrovoc/c_15945
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
flore
taxonomie
dynamique des populations
modèle de simulation
arbre forestier
biodiversité
forêt
espèce
distribution géographique
distribution des populations
identification
base de données spatiale
composition botanique
http://aims.fao.org/aos/agrovoc/c_2983
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_7280
http://aims.fao.org/aos/agrovoc/c_5083
http://aims.fao.org/aos/agrovoc/c_6113
http://aims.fao.org/aos/agrovoc/c_3791
http://aims.fao.org/aos/agrovoc/c_9000154
http://aims.fao.org/aos/agrovoc/c_15945
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
spellingShingle flore
taxonomie
dynamique des populations
modèle de simulation
arbre forestier
biodiversité
forêt
espèce
distribution géographique
distribution des populations
identification
base de données spatiale
composition botanique
http://aims.fao.org/aos/agrovoc/c_2983
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_7280
http://aims.fao.org/aos/agrovoc/c_5083
http://aims.fao.org/aos/agrovoc/c_6113
http://aims.fao.org/aos/agrovoc/c_3791
http://aims.fao.org/aos/agrovoc/c_9000154
http://aims.fao.org/aos/agrovoc/c_15945
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
flore
taxonomie
dynamique des populations
modèle de simulation
arbre forestier
biodiversité
forêt
espèce
distribution géographique
distribution des populations
identification
base de données spatiale
composition botanique
http://aims.fao.org/aos/agrovoc/c_2983
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_7280
http://aims.fao.org/aos/agrovoc/c_5083
http://aims.fao.org/aos/agrovoc/c_6113
http://aims.fao.org/aos/agrovoc/c_3791
http://aims.fao.org/aos/agrovoc/c_9000154
http://aims.fao.org/aos/agrovoc/c_15945
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
Ter Steege, Hans
Prado, Paulo I.
de Lima, Renato A. F.
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, Juan Ernesto
de Jesus Veiga Carim, Marcelo
Cárdenas López, Dairon
Magnusson, William E
Wittmann, Florian
Pires Martins, Maria
Sabatier, Daniel
Irume, Victória Irume
da Silva Guimarães, José Renan
Molino, Jean-François
Banki, Olaf
Fernandez Piedade, Maria Teresa
Pitman, Nigel C. A.
Ferreira Ramos, José
Monteagudo Mendoza, Abel
Venticinque, Eduardo Martins
Garcia Luize, Bruno
Nuñez Vargas, Percy
Freire Silva, Thiago Sanna
Moraes de Leão Novo, Evlyn Márcia
Costa Reis, Neidiane Farias
Terborgh, John
Manzatto, Angelo Gilberto
Casula, Katia Regina
Honorio Coronado, Eurídice N.
Montero, Juan Carlos
Duque, Alvaro
Costa, Flávia R.C
Castaño Arboleda, Nicolás
Schöngart, Jochen
Zartman, Charles Eugene
Killeen, Timothy J.
Marimon, Beatriz Schwantes
Marimon-Junior, Ben Hur
Vasquez, Rodolfo
Mostacedo, Bonifacio
Demarchi, Layon O.
Feldpausch, Ted R.
Engel, Julien
Petronelli, Pascal
et al.,
Biased-corrected richness estimates for the Amazonian tree flora
description Amazonian forests are extraordinarily diverse, but the estimated species richness is very much debated. Here, we apply an ensemble of parametric estimators and a novel technique that includes conspecific spatial aggregation to an extended database of forest plots with up-to-date taxonomy. We show that the species abundance distribution of Amazonia is best approximated by a logseries with aggregated individuals, where aggregation increases with rarity. By averaging several methods to estimate total richness, we confirm that over 15,000 tree species are expected to occur in Amazonia. We also show that using ten times the number of plots would result in an increase to just ~50% of those 15,000 estimated species. To get a more complete sample of all tree species, rigorous field campaigns may be needed but the number of trees in Amazonia will remain an estimate for years to come.
format article
topic_facet flore
taxonomie
dynamique des populations
modèle de simulation
arbre forestier
biodiversité
forêt
espèce
distribution géographique
distribution des populations
identification
base de données spatiale
composition botanique
http://aims.fao.org/aos/agrovoc/c_2983
http://aims.fao.org/aos/agrovoc/c_7631
http://aims.fao.org/aos/agrovoc/c_6111
http://aims.fao.org/aos/agrovoc/c_24242
http://aims.fao.org/aos/agrovoc/c_3052
http://aims.fao.org/aos/agrovoc/c_33949
http://aims.fao.org/aos/agrovoc/c_3062
http://aims.fao.org/aos/agrovoc/c_7280
http://aims.fao.org/aos/agrovoc/c_5083
http://aims.fao.org/aos/agrovoc/c_6113
http://aims.fao.org/aos/agrovoc/c_3791
http://aims.fao.org/aos/agrovoc/c_9000154
http://aims.fao.org/aos/agrovoc/c_15945
http://aims.fao.org/aos/agrovoc/c_32372
http://aims.fao.org/aos/agrovoc/c_3081
author Ter Steege, Hans
Prado, Paulo I.
de Lima, Renato A. F.
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, Juan Ernesto
de Jesus Veiga Carim, Marcelo
Cárdenas López, Dairon
Magnusson, William E
Wittmann, Florian
Pires Martins, Maria
Sabatier, Daniel
Irume, Victória Irume
da Silva Guimarães, José Renan
Molino, Jean-François
Banki, Olaf
Fernandez Piedade, Maria Teresa
Pitman, Nigel C. A.
Ferreira Ramos, José
Monteagudo Mendoza, Abel
Venticinque, Eduardo Martins
Garcia Luize, Bruno
Nuñez Vargas, Percy
Freire Silva, Thiago Sanna
Moraes de Leão Novo, Evlyn Márcia
Costa Reis, Neidiane Farias
Terborgh, John
Manzatto, Angelo Gilberto
Casula, Katia Regina
Honorio Coronado, Eurídice N.
Montero, Juan Carlos
Duque, Alvaro
Costa, Flávia R.C
Castaño Arboleda, Nicolás
Schöngart, Jochen
Zartman, Charles Eugene
Killeen, Timothy J.
Marimon, Beatriz Schwantes
Marimon-Junior, Ben Hur
Vasquez, Rodolfo
Mostacedo, Bonifacio
Demarchi, Layon O.
Feldpausch, Ted R.
Engel, Julien
Petronelli, Pascal
et al.,
author_facet Ter Steege, Hans
Prado, Paulo I.
de Lima, Renato A. F.
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, Juan Ernesto
de Jesus Veiga Carim, Marcelo
Cárdenas López, Dairon
Magnusson, William E
Wittmann, Florian
Pires Martins, Maria
Sabatier, Daniel
Irume, Victória Irume
da Silva Guimarães, José Renan
Molino, Jean-François
Banki, Olaf
Fernandez Piedade, Maria Teresa
Pitman, Nigel C. A.
Ferreira Ramos, José
Monteagudo Mendoza, Abel
Venticinque, Eduardo Martins
Garcia Luize, Bruno
Nuñez Vargas, Percy
Freire Silva, Thiago Sanna
Moraes de Leão Novo, Evlyn Márcia
Costa Reis, Neidiane Farias
Terborgh, John
Manzatto, Angelo Gilberto
Casula, Katia Regina
Honorio Coronado, Eurídice N.
Montero, Juan Carlos
Duque, Alvaro
Costa, Flávia R.C
Castaño Arboleda, Nicolás
Schöngart, Jochen
Zartman, Charles Eugene
Killeen, Timothy J.
Marimon, Beatriz Schwantes
Marimon-Junior, Ben Hur
Vasquez, Rodolfo
Mostacedo, Bonifacio
Demarchi, Layon O.
Feldpausch, Ted R.
Engel, Julien
Petronelli, Pascal
et al.,
author_sort Ter Steege, Hans
title Biased-corrected richness estimates for the Amazonian tree flora
title_short Biased-corrected richness estimates for the Amazonian tree flora
title_full Biased-corrected richness estimates for the Amazonian tree flora
title_fullStr Biased-corrected richness estimates for the Amazonian tree flora
title_full_unstemmed Biased-corrected richness estimates for the Amazonian tree flora
title_sort biased-corrected richness estimates for the amazonian tree flora
url http://agritrop.cirad.fr/605382/
http://agritrop.cirad.fr/605382/1/605382.pdf
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spelling dig-cirad-fr-6053822024-01-29T06:04:04Z http://agritrop.cirad.fr/605382/ http://agritrop.cirad.fr/605382/ Biased-corrected richness estimates for the Amazonian tree flora. Ter Steege Hans, Prado Paulo I., de Lima Renato A. F., 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 Juan Ernesto, de Jesus Veiga Carim Marcelo, Cárdenas López Dairon, Magnusson William E, Wittmann Florian, Pires Martins Maria, Sabatier Daniel, Irume Victória Irume, da Silva Guimarães José Renan, Molino Jean-François, Banki Olaf, Fernandez Piedade Maria Teresa, Pitman Nigel C. A., Ferreira Ramos José, Monteagudo Mendoza Abel, Venticinque Eduardo Martins, Garcia Luize Bruno, Nuñez Vargas Percy, Freire Silva Thiago Sanna, Moraes de Leão Novo Evlyn Márcia, Costa Reis Neidiane Farias, Terborgh John, Manzatto Angelo Gilberto, Casula Katia Regina, Honorio Coronado Eurídice N., Montero Juan Carlos, Duque Alvaro, Costa Flávia R.C, Castaño Arboleda Nicolás, Schöngart Jochen, Zartman Charles Eugene, Killeen Timothy J., Marimon Beatriz Schwantes, Marimon-Junior Ben Hur, Vasquez Rodolfo, Mostacedo Bonifacio, Demarchi Layon O., Feldpausch Ted R., Engel Julien, Petronelli Pascal, et al.. 2020. Scientific Reports, 10 (1030), 13 p.https://doi.org/10.1038/s41598-020-66686-3 <https://doi.org/10.1038/s41598-020-66686-3> Biased-corrected richness estimates for the Amazonian tree flora Ter Steege, Hans Prado, Paulo I. de Lima, Renato A. F. 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, Juan Ernesto de Jesus Veiga Carim, Marcelo Cárdenas López, Dairon Magnusson, William E Wittmann, Florian Pires Martins, Maria Sabatier, Daniel Irume, Victória Irume da Silva Guimarães, José Renan Molino, Jean-François Banki, Olaf Fernandez Piedade, Maria Teresa Pitman, Nigel C. A. Ferreira Ramos, José Monteagudo Mendoza, Abel Venticinque, Eduardo Martins Garcia Luize, Bruno Nuñez Vargas, Percy Freire Silva, Thiago Sanna Moraes de Leão Novo, Evlyn Márcia Costa Reis, Neidiane Farias Terborgh, John Manzatto, Angelo Gilberto Casula, Katia Regina Honorio Coronado, Eurídice N. Montero, Juan Carlos Duque, Alvaro Costa, Flávia R.C Castaño Arboleda, Nicolás Schöngart, Jochen Zartman, Charles Eugene Killeen, Timothy J. Marimon, Beatriz Schwantes Marimon-Junior, Ben Hur Vasquez, Rodolfo Mostacedo, Bonifacio Demarchi, Layon O. Feldpausch, Ted R. Engel, Julien Petronelli, Pascal et al., eng 2020 Scientific Reports flore taxonomie dynamique des populations modèle de simulation arbre forestier biodiversité forêt espèce distribution géographique distribution des populations identification base de données spatiale composition botanique http://aims.fao.org/aos/agrovoc/c_2983 http://aims.fao.org/aos/agrovoc/c_7631 http://aims.fao.org/aos/agrovoc/c_6111 http://aims.fao.org/aos/agrovoc/c_24242 http://aims.fao.org/aos/agrovoc/c_3052 http://aims.fao.org/aos/agrovoc/c_33949 http://aims.fao.org/aos/agrovoc/c_3062 http://aims.fao.org/aos/agrovoc/c_7280 http://aims.fao.org/aos/agrovoc/c_5083 http://aims.fao.org/aos/agrovoc/c_6113 http://aims.fao.org/aos/agrovoc/c_3791 http://aims.fao.org/aos/agrovoc/c_9000154 http://aims.fao.org/aos/agrovoc/c_15945 Amazonie France http://aims.fao.org/aos/agrovoc/c_32372 http://aims.fao.org/aos/agrovoc/c_3081 Amazonian forests are extraordinarily diverse, but the estimated species richness is very much debated. Here, we apply an ensemble of parametric estimators and a novel technique that includes conspecific spatial aggregation to an extended database of forest plots with up-to-date taxonomy. We show that the species abundance distribution of Amazonia is best approximated by a logseries with aggregated individuals, where aggregation increases with rarity. By averaging several methods to estimate total richness, we confirm that over 15,000 tree species are expected to occur in Amazonia. We also show that using ten times the number of plots would result in an increase to just ~50% of those 15,000 estimated species. To get a more complete sample of all tree species, rigorous field campaigns may be needed but the number of trees in Amazonia will remain an estimate for years to come. article info:eu-repo/semantics/article Journal Article info:eu-repo/semantics/publishedVersion http://agritrop.cirad.fr/605382/1/605382.pdf text cc_by info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ https://doi.org/10.1038/s41598-020-66686-3 10.1038/s41598-020-66686-3 info:eu-repo/semantics/altIdentifier/doi/10.1038/s41598-020-66686-3 info:eu-repo/semantics/altIdentifier/purl/https://doi.org/10.1038/s41598-020-66686-3 info:eu-repo/grantAgreement/EC/H2020/795114//(EU) The threat status of endemic Atlantic Forest trees/THREAT info:eu-repo/grantAgreement/EC/H2020/ANR-10-LABX-2501//(FRA) CEnter of the study of Biodiversity in Amazonia/CEBA