Species Distribution Modelling: Contrasting presence-only models with plot abundance data

H. F. Gomes, Vitor; D. IJff, Stéphanie; Raes, Niels; Leão do Amaral, Iêda; P. Salomão, Rafael; de Souza Coêlho, Luiz; Dionízia de Almeida Matos, Francisca; V. Castilho, Carolina; de Andrade Lima Filho, Diógenes; Cárdenas López, Dairon; Ernesto Guevara, Juan; E. Magnusson, William; L. Phillips, Oliver; Wittmann, Florian; de Jesus Veiga Carim, Marcelo; Pires Martins, Maria; Victória Irume, Mariana; Sabatier, Daniel; Molino, Jean‐François; Bánki, Olaf; Renan da Silva Guimarães, José; C. A. Pitman, Nigel; Teresa Fernández Piedade, María; Monteagudo Mendoza, Abel; Garcia Luize, Bruno; Martins Venticinque, Eduardo; Márcia Moraes de Leão Novo, Evlyn; Núñez Vargas, Percy; Sanna Freire Silva, Thiago; Gilberto Manzatto, Ângelo; Terborgh, John; Farias Costa Reis, Neidiane; Carlos Montero, Juan; Regina Casula, Katia; Schwantes Marimon, Beatriz; Hur Marimon, Ben; N. Honorio Coronado, Eurídice; R. Feldpausch, Ted; Duque, Alvaro; E. Zartman, Charles; Castaño Arboleda, Nicolás; J. Killeen, Timothy; Mostacedo, Bonifacio; Vásquez, Rodolfo; Schöngart, Jochen; L. Assis, Rafael; Brilhante de Medeiros, Marcelo; Fragomeni Simon, Marcelo; Andrade, Ana; F. Laurance, William; Luís Camargo, José; Oreste Demarchi, Layon; G. W. Laurance, Susan; de Sousa Farias, Emanuelle; Eduardo Mendonça Nascimento, Henrique; David Cardenas Revilla, Juan; Costa Quaresma, Adriano; R. C. Costa, Flávia; Célia Guimarães Vieira, Ima; Barçante Ladvocat Cintra, Bruno; Castellanos, Hernán; Brienen, Roel; R. Stevenson, Pablo; Oliveira Feitosa, Yuri; F. Duivenvoorden, Joost; A. Aymard C., Gerardo; F. Mogollón, Hugo; Targhetta, Natália; A. Comiskey, James; Vicentini, Alberto; Lopes, Aline; Damasco, Gabriel; Dávila, Nállarett; García‐Villacorta, Roosevelt; Levis, Carolina; Schietti, Juliana; Souza, Priscila; Emilio, Thaíse; Alonso, Alfonso; Neill, David; Dallmeier, Francisco; Valle Ferreira, Leandro; Araujo‐Murakami, Alejandro; Praia, Daniel; Dantas do Amaral, Dário; Antunes Carvalho, Fernanda; Coelho de Souza, Fernanda; J. Feeley, Kenneth; Arroyo, Luzmila; Petratti Pansonato, Marcelo; Gribel, Rogério; Villa, Boris; Carlos Licona, Juan; V. A. Fine, Paul; Cerón, Carlos; Baraloto, Christopher; Jiménez, E.; Stropp, Juliana; Engel, Julien; Silveira, Marcos; Cristina Peñuela Mora, María; Pétronelli, Pascal; J. M. Maas, Paul; Thomas‐Caesar, Raquel; W. Henkel, Terry; Daly, Doug; Ríos Paredes, Marcos; R. Baker, Timothy; Fuentes, Alfredo; A. Peres, Carlos; Chave, Jérôme; Luís Marcelo Peña, José; G. Dexter, Kyle; R. Silman, Miles; Møller Jørgensen, Peter; Toby Pennington, R.; Di Fiore, Anthony; Cornejo Valverde, Fernando; Fernando Phillips, Juan; Rivas‐Torres, Gonzalo; von Hildebrand, Patricio; van Andel, Tinde; Roberto Ruschel, Ademir; Prieto, Adriana; Rudas, Agustín; Hoffman, Bruce; I. A. Vela, César; Marques Barbosa, Edelcílio; L. Zent, Eglée; Pepe Gallardo Gonzales, George; Paulette Dávila Doza, Hilda; Paula de Andrade Miranda, Íres; Guillaumet, Jean‐Louis; Felipe Mozombite Pinto, Linder; Carlos de Matos Bonates, Luiz; Silva, Natalino; Zárate Gómez, Ricardo; Zent, Stanford; Gonzales, Therany; Antoine Vos, Vincent; Malhi, Yadvinder; A. Oliveira, Alexandre; Cano, Ángela; Weiss Albuquerque, Bianca; Vriesendorp, Corine; F. Correa, Diego; Vilanova Torre, Emilio; van der Heijden, Geertje; Ramírez‐Angulo, Hirma; Ferreira Ramos, José; R. Young, Kenneth; Rocha, Maira; Trindade Nascimento, Marcelo; Natalia Umaña Medina, María; Tirado, Milton; Wang, Ophelia; Sierra, Rodrigo; Torres‐Lezama, Armando; Mendoza, Casimiro; Ferreira, Cid; Baider, Cláudia; Villarroel, Daniel; Balslev, Henrik; Mesones, Italo; Estela Urrego Giraldo, Ligia; Fernanda Casas, Luisa; Augusto Ahuite Reategui, Manuel; Linares‐Palomino, Reynaldo; Zagt, Roderick; Cárdenas, Sasha; Farfán-Ríos, William; Felipe Sampaio, Adeilza; Pauletto, Daniela; H. Valderrama Sandoval, Elvis; Ramírez Arévalo, Freddy; Huamantupa‐Chuquimaco, Isau; García‐Cabrera, Karina; Hernández, Lionel; Valenzuela Gamarra, Luis; N. Alexiades, Miguel; Pansini, Susamar; Palacios Cuenca, Walter; Milliken, William; Ricardo, Joana; López‐González, Gabriela; Pos, Edwin; ter Steege, Hans

doi:10.1038/s41598-017-18927-1

Public

Species Distribution Modelling: Contrasting presence-only models with plot abundance data

Published in Scientific Reports • Jan 11, 2018

Authors:

Vitor H. F. Gomes

Stéphanie D. IJff

Niels Raes

Abstract

Species distribution models (SDMs) are widely used in ecology and conservation. Presence-only SDMs such as MaxEnt frequently use natural history collections (NHCs) as occurrence data, given their huge numbers and accessibility. NHCs are often spatially biased which may generate inaccuracies in SDMs....

Subject

Abundance (ecology)

Plot (graphics)

Distribution (mathematics)

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