Título: | Species Distribution Modelling: Contrasting presence-only models with plot abundance data |
Autor: | Gomes, Vitor H.F. IJff, Stéphanie D. Raes, Niels Amaral, Iêda Leão do Salomão, Rafael Paiva Coelho, Luiz Souza de Matos, Francisca Dionízia de Almeida Castilho, Carolina Volkmer Lima Filho, Diógenes de Andrade López, Dairon Cárdenas Guevara, Juan Ernesto Magnusson, William Ernest Phillips, Oliver L. Wittmann, Florian Karl Carim, Marcelo de Jesus Veiga Martins, Maria Pires Irume, Mariana Victoria Sabatier, Daniel Molino, Jean François Bánki, Olaf S. Guimarães, José Renan da Silva Pitman, Nigel C.A. Piedade, Maria Teresa Fernandez Mendoza, Abel Monteagudo Luize, Bruno Garcia Venticinque, Eduardo Martins Moraes Novo, Evlyn Márcia Leão de Vargas, Percy Núñez Silva, Thiago Sanna Freire Manzatto, Angelo Gilberto Terborgh, John W. Reis, Neidiane Farias Costa Montero, Juan Carlos Casula, Katia Regina Marimon, Beatriz Schwantes Marimon, Ben Hur Honorio Coronado, Euridice N. Feldpausch, Ted R. Duque M, Alvaro J. Zartman, Charles Eugene Arboleda, Nicolás Castaño Killeen, Timothy J. Mostacedo, Bonifacio Vásquez, Rodolfo V. Schöngart, Jochen Assis, Rafael L. Medeiros, Marcelo Brilhante Simon, Marcelo Fragomeni Andrade, Ana C.S. Laurance, William F. Camargo, José Luís Campana Demarchi, Layon Oreste Laurance, Susan G.W. Farias, Emanuelle de Sousa Nascimento, Henrique Eduardo Mendonça Revilla, Juan David Cardenas Quaresma, Adriano Costa Costa, Flávia Regina Capellotto Guimarães Vieira, Ima Cèlia Cintra, Bruno Bar?ante Ladvocat Castellanos, Hernán Brienen, Roel J.W. Stevenson, Pablo R. Feitosa, Yuri Oliveira Duivenvoorden, Joost F. Aymard, Gerardo Antonio C. Mogollón, Hugo F. Targhetta, Natália Comiskey, James A. Vicentini, Alberto Lopes, Aline Damasco, Gabriel Dávila, Nállarett García-Villacorta, Roosevelt Levis, Carolina Schietti, Juliana Souza, Priscila F. Emilio, Thaise Alonso, Alfonso Neill, David A. Dallmeier, Francisco Ferreira, Leandro Valle Araujo-Murakami, Alejandro Praia, Daniel Amaral, Dário Dantas do Carvalho, Fernanda Antunes Souza, Fernanda Coelho de Feeley, Kenneth James Arroyo, Luzmila P. Pansonato, Marcelo Petratti Gribel, Rogério Villa, Boris Licona, Juan Carlos Van Antwerp Fine, Paul Cerón, Carlos E. Baraloto, Christopher Jiménez, E. M. Stropp, Juliana Engel, Julien Silveira, Marcos Peñuela, María Cristina Pétronelli, Pascal Maas, Paul J.M. Thomas-Caesar, Raquel Henkel, Terry W. Daly, Douglas Charles Paredes, Marcos Ríos Baker, Timothy R. Fuentes, A. Peres, Carlos A. Chave, Jérôme Pena, José Luis Marcelo Dexter, Kyle Graham Silman, Miles R. JØrgensen, Peter Møller Pennington, Terence D. Di Fiore, Anthony Valverde, Fernando Cornejo Phillips, Juan Fernando Rivas-Torres, Gonzalo F. von Hildebrand, Patricio van Andel, Tinde Ruschel, Ademir Roberto Prieto, Adriana Rudas, Agustín Hoffman, Bruce Vela, César I.A. Barbosa, Edelcilio Marques Zent, Eglée L. Gonzales, George Pepe Gallardo Doza, Hilda Paulette Dávila Miranda, Ires Paula de Andrade Guillaumet, Jean Louis Pinto, Linder Felipe Mozombite Bonates, Luiz Carlos de Matos Silva, Natalino Gómez, Ricardo Zárate Zent, Stanford Gonzales, Therany Vos, Vincent A. Malhi, Yadvinder Singh Oliveira, Alexandre Adalardo de Cano, Ángela Albuquerque, Bianca Weiss Vriesendorp, Corine F. Correa, Diego F. Torre, Emilio Vilanova Van Der Heijden, Geertje M.F. Ramírez-Angulo, Hirma Ramos, José Ferreira Young, Kenneth R. Rocha, Maira Nascimento, Marcelo Trindade Medina, María Natalia Umaña Tirado, Milton Wang, Ophelia Sierra, Rodrigo Torres-Lezama, Armando Mendoza, Casimiro Ferreira, Cid A. Baider, Claudia Villarroel, Daniel Balslev, Henrik Mesones, Italo Giraldo, Ligia Estela Urrego Casas, Luisa Fernanda Reategui, Manuel Augusto Ahuite Linares-Palomino, Reynaldo Zagt, Roderick J. Cárdenas, Sasha Farfan-Rios, William Sampaio, Adeilza Felipe Pauletto, Daniela Sandoval, Elvis H.Valderrama Arévalo, Freddy Ramirez Huamantupa-Chuquimaco, Isau García-Cabrera, Karina Hernández, Lionel Gamarra, Luis Valenzuela Alexiades, Miguel N. Pansini, Susamar Cuenca, Walter Palacios Milliken, William Ricardo, Joana Lopez-Gonzalez, Gabriela Pos, Edwin T. ter Steege, H. |
Palavras-chave: | Biodiversity History Information Processing Pipeline Prediction Sensitivity Analysis Species Distribution Chrysobalanaceae Environmental Protection Fabaceae Human Physiology Plant Dispersal Polygonaceae Statistical Model Statistics And Numerical Data Tree Chrysobalanaceae Conservation Of Natural Resources Fabaceae Humans Models, Statistical Plant Dispersal Polygonaceae Trees |
Data do documento: | 2018 |
Revista: | Scientific Reports |
É parte de: | Volume 8, Número 1 |
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. Here, we test how the distribution of NHCs and MaxEnt predictions relates to a spatial abundance model, based on a large plot dataset for Amazonian tree species, using inverse distance weighting (IDW). We also propose a new pipeline to deal with inconsistencies in NHCs and to limit the area of occupancy of the species. We found a significant but weak positive relationship between the distribution of NHCs and IDW for 66% of the species. The relationship between SDMs and IDW was also significant but weakly positive for 95% of the species, and sensitivity for both analyses was high. Furthermore, the pipeline removed half of the NHCs records. Presence-only SDM applications should consider this limitation, especially for large biodiversity assessments projects, when they are automatically generated without subsequent checking. Our pipeline provides a conservative estimate of a species' area of occupancy, within an area slightly larger than its extent of occurrence, compatible to e.g. IUCN red list assessments. © 2018 The Author(s). |
DOI: | 10.1038/s41598-017-18927-1 |
Aparece nas coleções: | Artigos
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