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

Research output: Research - peer-reviewJournal article

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  • Vitor H. F. Gomes
    Vitor H. F. GomesUniv Fed Para, Universidade Federal do Para, Programa Posgrad Ciencia Ambientais
  • Stephanie D. Ijff
    Stephanie D. IjffDeltares, Marine & Coastal Management
  • Niels Raes
    Niels RaesNat Biodivers Ctr, Biodivers Dynam
  • Ieda Leao Amaral
    Ieda Leao AmaralINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Rafael P. Salomao
    Rafael P. SalomaoUniv Fed Para, Universidade Federal do Para, Programa Posgrad Ciencia Ambientais
  • Luiz de Souza Coelho
    Luiz de Souza CoelhoINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Francisca Dionizia de Almeida Matos
    Francisca Dionizia de Almeida MatosINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Carolina V. Castilho
    Carolina V. CastilhoCtr Pesquisa Agroflorestal Roraima, Empresa Brasileira de Pesquisa Agropecuaria (Embrapa), EMBRAPA
  • Diogenes de Andrade Lima Filho
    Diogenes de Andrade Lima FilhoINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Dairon Cardenas Lopez
    Dairon Cardenas LopezInst SINCHI, Herbario Amazonico Colombiano
  • Juan Ernesto Guevara
    Juan Ernesto GuevaraUniv San Francisco Quito, Colegio Ciencias Biol
  • William E. Magnusson
    William E. MagnussonInst Nacl de Pesquisas da Amazonia, Institute Nacional de Pesquisas da Amazonia, Coordenacao Pesquisas Ecol
  • Oliver L. Phillips
    Oliver L. PhillipsUniv Leeds, University of Leeds, Sch Geog
  • Florian Wittmann
    Florian WittmannMax Planck Inst Chem, Max Planck Society, Biogeochemistry
  • Marcelo de Jesus Veiga Carim
    Marcelo de Jesus Veiga CarimIEPA, Inst Pesquisas Cient & Tecnol Amapa, Dept Bot
  • Maria Pires Martins
    Maria Pires MartinsINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Mariana Victoria Irume
    Mariana Victoria IrumeINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Daniel Sabatier
    Daniel SabatierUniv Montpellier, Centre National de la Recherche Scientifique (CNRS), Institut National de la Recherche Agronomique (INRA), CIRAD, Universite de Montpellier, Languedoc-Roussillon Universites (ComUE), Institut de Recherche pour le Developpement (IRD), INRA, CNRS, AMAP,IRD,Cirad
  • Jean-Francois Molino
    Jean-Francois MolinoINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Olaf S. Banki
    Olaf S. BankiNat Biodivers Ctr, Biodivers Dynam
  • Jose Renan da Silva Guimaraes
    Jose Renan da Silva GuimaraesIEPA, Inst Pesquisas Cient & Tecnol Amapa, Dept Bot
  • Nigel C. A. Pitman
    Nigel C. A. PitmanField Museum, Field Museum of Natural History (Chicago), Sci & Educ
  • Maria Teresa Fernandez Piedade
    Maria Teresa Fernandez PiedadeINPA, Coordenacao Dinam Ambiental
  • Abel Monteagudo Mendoza
    Abel Monteagudo MendozaJardin Bot Missouri
  • Bruno Garcia Luize
    Bruno Garcia LuizeUniv Estadual Paulista UNESP, Universidade Estadual Paulista, Dept Ecol
  • Eduardo Martins Venticinque
    Eduardo Martins VenticinqueUniv Fed Rio Grande do Norte, Universidade Federal do Rio Grande do Norte, Dept Ecol, Ctr Biociencias
  • Evlyn Marcia Moraes de Leao Novo
    Evlyn Marcia Moraes de Leao NovoINPE, Instituto Nacional de Pesquisas Espaciais (INPE), DSR
  • Percy Nunez Vargas
    Percy Nunez VargasUniv Nacl San Antonio Abad Cusco, Universidad Nacional de San Antonio Abad del Cusco, Herbario Vargas
  • Thiago Sanna Freire Silva
    Thiago Sanna Freire SilvaUniv Estadual Paulista, Universidade Estadual Paulista, UNESP, IGCE, Dept Geog
  • Angelo Gilberto Manzatto
    Angelo Gilberto ManzattoUniv Fed Rondonia, Universidade Federal de Rondonia, Dept Biol
  • John Terborgh
    John TerborghDuke Univ, Duke University, Nicholas Sch Environm, Ctr Trop Conservat
  • Neidiane Farias Costa Reis
    Neidiane Farias Costa ReisUniv Fed Rondonia, Universidade Federal de Rondonia, Programa Posgrad Biodiversidade & Biotecnol, PPG Bionorte
  • Juan Carlos Montero
    Juan Carlos MonteroInst Boliviano Invest Forestal
  • Katia Regina Casula
    Katia Regina CasulaUniv Fed Rondonia, Universidade Federal de Rondonia, Programa Posgrad Biodiversidade & Biotecnol, PPG Bionorte
  • Beatriz S. Marimon
    Beatriz S. MarimonUniv Estado Mato Grosso, Universidade do Estado de Mato Grosso, Programa Posgrado Ecol & Conservacao
  • Ben-Hur Marimon
    Ben-Hur MarimonUniv Estado Mato Grosso, Universidade do Estado de Mato Grosso, Programa Posgrado Ecol & Conservacao
  • Euridice N. Honorio Coronado
    Euridice N. Honorio CoronadoIIAP
  • Ted R. Feldpausch
    Ted R. FeldpauschUniv Exeter, University of Exeter, Geog Coll Life & Environm Sci
  • Alvaro Duque
    Alvaro DuqueUniv Nacl Colombia, Universidad Nacional de Colombia, Dept Ciencias Forest
  • Charles Eugene Zartman
    Charles Eugene ZartmanINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Nicolas Castano Arboleda
    Nicolas Castano ArboledaInst SINCHI, Herbario Amazonico Colombiano
  • Timothy J. Killeen
    Timothy J. KilleenAGTECA Amazon
  • Bonifacio Mostacedo
    Bonifacio MostacedoUniv Autonoma Gabriel Rene Moreno Santa Cruz, Fac Ciencias Agr
  • Rodolfo Vasquez
    Rodolfo VasquezJardin Bot Missouri
  • Jochen Schongart
    Jochen SchongartINPA, Coordenacao Dinam Ambiental
  • Rafael L. Assis
    Rafael L. AssisINPA, Coordenacao Dinam Ambiental
  • Marcelo Brilhante Medeiros
    Marcelo Brilhante MedeirosPredio Bot & Ecol Embrapa Recursos Genet & Biotec
  • Marcelo Fragomeni Simon
    Marcelo Fragomeni SimonPredio Bot & Ecol Embrapa Recursos Genet & Biotec
  • Ana Andrade
    Ana AndradeINPA, Projeto Dinam Biol Fragmentos Florestais
  • William F. Laurance
    William F. LauranceJames Cook Univ, James Cook University, Coll Sci & Engn
  • Jose Luis Camargo
    Jose Luis CamargoINPA, Projeto Dinam Biol Fragmentos Florestais
  • Layon O. Demarchi
    Layon O. DemarchiINPA, Coordenacao Dinam Ambiental
  • Susan G. W. Laurance
    Susan G. W. LauranceJames Cook Univ, James Cook University, Coll Sci & Engn
  • Emanuelle de Sousa Farias
    Emanuelle de Sousa FariasFiocruz MS, Fundacao Oswaldo Cruz, IOC, Programa Posgrad Biodiversidade & Saude
  • Henrique Eduardo Mendonca Nascimento
    Henrique Eduardo Mendonca NascimentoINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Juan David Cardenas Revilla
    Juan David Cardenas RevillaINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Adriano Quaresma
    Adriano QuaresmaINPA, Coordenacao Dinam Ambiental
  • Flavia R. C. Costa
    Flavia R. C. CostaINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Ima Celia Guimaraes Vieira
    Ima Celia Guimaraes VieiraMuseu Paraense Emilio Goeldi, Museu Paraense Emilio Goeldi, Coordenacao Bot
  • Bruno Barcante Ladvocat Cintra
    Bruno Barcante Ladvocat CintraINPA, Coordenacao Dinam Ambiental
  • Hernan Castellanos
    Hernan CastellanosUniv Nacl Expt Guayana, Ctr Invest Ecol Guayana
  • Roel Brienen
    Roel BrienenUniv Leeds, University of Leeds, Sch Geog
  • Pablo R. Stevenson
    Pablo R. StevensonUniv Los Andes, University of the Andes Colombia, Lab Ecol Bosques Trop & Primatol
  • Yuri Feitosa
    Yuri FeitosaINPA, Programa Posgrad Biol Bot
  • Joost F. Duivenvoorden
    Joost F. DuivenvoordenUniv Amsterdam, University of Amsterdam, Inst Biodivers & Ecosyst Dynam
  • Gerardo A. Aymard
    Gerardo A. AymardHerbario Univ PORT UNELLEZ Guanare, Programa Ciencias Agro & Mar
  • Hugo F. Mogollon
    Hugo F. MogollonEndangered Species Coalit
  • Natalia Targhetta
    Natalia TarghettaINPA, MAUA Working Grp
  • James A. Comiskey
    James A. ComiskeySmithsonian Conservat Biol Inst, Smithsonian Institution, Ctr Conservat Educ & Sustainabil
  • Alberto Vicentini
    Alberto VicentiniInst Nacl de Pesquisas da Amazonia, Institute Nacional de Pesquisas da Amazonia, Coordenacao Pesquisas Ecol
  • Aline Lopes
    Aline LopesINPA, Coordenacao Dinam Ambiental
  • Gabriel Damasco
    Gabriel DamascoUniv Calif Berkeley, University of California Berkeley, University of California System, Dept Integrat Biol
  • Nallarett Davila
    Nallarett DavilaUniv Estadual Campinas, Universidade Estadual de Campinas, Biol Vegetal
  • Roosevelt Garcia-Villacorta
    Roosevelt Garcia-VillacortaRoyal Bot Garden Edinburgh
  • Carolina Levis
    Carolina LevisWageningen Univ, Wageningen University & Research, Wageningen Univ & Res, Forest Ecol & Forest Management Grp
  • Juliana Schietti
    Juliana SchiettiINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Priscila Souza
    Priscila SouzaINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Thaise Emilio
    Thaise EmilioInst Nacl de Pesquisas da Amazonia, Institute Nacional de Pesquisas da Amazonia, Coordenacao Pesquisas Ecol
  • Alfonso Alonso
    Alfonso AlonsoSmithsonian Conservat Biol Inst, Smithsonian Institution, Ctr Conservat Educ & Sustainabil
  • David Neill
    David NeillUniv Estatal Amazon, Ecosistemas Biodiversidad & Conservac Especies
  • Francisco Dallmeier
    Francisco DallmeierSmithsonian Conservat Biol Inst, Smithsonian Institution, Ctr Conservat Educ & Sustainabil
  • Leandro Valle Ferreira
    Leandro Valle FerreiraMuseu Paraense Emilio Goeldi, Museu Paraense Emilio Goeldi, Coordenacao Bot
  • Alejandro Araujo-Murakami
    Alejandro Araujo-MurakamiUniv Autonoma Gabriel Rene Moreno, Museo Historia Nat Noel Kempff Mercado
  • Daniel Praia
    Daniel PraiaINPA, Coordenacao Dinam Ambiental
  • Dario Dantas Do Amaral
    Dario Dantas Do AmaralMuseu Paraense Emilio Goeldi, Museu Paraense Emilio Goeldi, Coordenacao Bot
  • Fernanda Antunes Carvalho
    Fernanda Antunes CarvalhoUniv Fed Rio Grande do Norte, Universidade Federal do Rio Grande do Norte, Dept Bot Zool, Ctr Biociencias
  • Fernanda Coelho de Souza
    Fernanda Coelho de SouzaUniv Leeds, University of Leeds, Sch Geog
  • Kenneth Feeley
    Kenneth FeeleyFairchild Trop Bot Garden Coral
  • Luzmila Arroyo
    Luzmila ArroyoUniv Autonoma Gabriel Rene Moreno, Museo Historia Nat Noel Kempff Mercado
  • Marcelo Petratti Pansonato
    Marcelo Petratti PansonatoUniv Sao Paulo, Universidade de Sao Paulo, Inst Biociencias, Dept Ecol
  • Rogerio Gribel
    Rogerio GribelInst Pesquisas Jardim Bot Rio De Janeiro, Jardim Botanico do Rio de Janeiro
  • Boris Villa
    Boris VillaINPA, Coordenacao Dinam Ambiental
  • Juan Carlos Licona
    Juan Carlos LiconaInst Boliviano Invest Forestal
  • Paul V. A. Fine
    Paul V. A. FineUniv Calif Berkeley, University of California Berkeley, University of California System, Dept Integrat Biol
  • Carlos Ceron
    Carlos CeronAlfredo Paredes Univ Cent, Escuela Biol Herbario
  • Chris Baraloto
    Chris BaralotoFlorida Int Univ, Florida International University, State University System of Florida, Dept Biol Sci, ICTB
  • Eliana M. Jimenez
    Eliana M. JimenezUniv Nacl Colombia Sede Amazonia, Universidad Nacional de Colombia, Grp Ecol Ecosistemas Terr Trop
  • Juliana Stropp
    Juliana StroppUniv Fed Alagoas, Universidade Federal de Alagoas, Inst Biol & Hlth Sci
  • Julien Engel
    Julien EngelFlorida Int Univ, Florida International University, State University System of Florida, Dept Biol Sci, ICTB
  • Marcos Silveira
    Marcos SilveiraUniv Fed Acre, Lab Bot & Ecol Vegetal, Ctr Ciencias Biol & Nat, Museu Univ
  • Maria Cristina Penuela Mora
    Maria Cristina Penuela MoraUniv Reg Amazon IKIAM
  • Pascal Petronelli
    Pascal PetronelliUniv Guyane, Institut National de la Recherche Agronomique (INRA), CIRAD, Centre National de la Recherche Scientifique (CNRS), INRA, CNRS, Cirad,UMR Ecofog AgrosParisTech
  • Paul Maas
    Paul MaasNat Biodivers Ctr, Biodivers Dynam
  • Raquel Thomas-Caesar
    Raquel Thomas-CaesarIwokrama Int Programme Rainforest Conservat
  • Terry W. Henkel
    Terry W. HenkelHumboldt State Univ, California State University System, Humboldt State University, Dept Biol Sci
  • Doug Daly
    Doug DalyNew York Bot Garden, New York Botanical Garden
  • Marcos Rios Paredes
    Marcos Rios ParedesServ Biodiversidad EIRL Iquitos
  • Tim R. Baker
    Tim R. BakerUniv Leeds, University of Leeds, Sch Geog
  • Alfredo Fuentes
    Alfredo FuentesMissouri Bot Garden, Missouri Botanical Gardens
  • Carlos A. Peres
    Carlos A. PeresUniv East Anglia, University of East Anglia, Sch Environm Sci
  • Jerome Chave
    Jerome ChaveUniv Paul Sabatier, Centre National de la Recherche Scientifique (CNRS), Universite Federale Toulouse Midi-Pyrenees (ComUE), Universite de Toulouse, Universite Toulouse III - Paul Sabatier, CNRS - Institute of Ecology & Environment (INEE), Ecole Nationale Formation Agronomique, UMR EDB 5174
  • Jose Luis Marcelo Pena
    Jose Luis Marcelo PenaUniv Nacl Agr La Molina, University Nacional Agraria La Molina, Dept Forestry Management
  • Kyle G. Dexter
    Kyle G. DexterUniv Edinburgh, University of Edinburgh, Sch Geosci
  • Miles R. Silman
    Miles R. SilmanWake Forest Univ, Wake Forest University, Ctr Energy Environm & Sustainabil
  • Peter Moller Jorgensen
    Peter Moller JorgensenMissouri Bot Garden, Missouri Botanical Gardens
  • Toby Pennington
    Toby PenningtonRoyal Bot Garden Edinburgh
  • Anthony Di Fiore
    Anthony Di FioreUniv Texas Austin, University of Texas System, University of Texas Austin, Dept Anthropol
  • Fernando Cornejo Valverde
    Fernando Cornejo ValverdeAndes Amazon Biodivers Program
  • Juan Fernando Phillips
    Juan Fernando PhillipsFdn Puerto Rastrojo
  • Gonzalo Rivas-Torres
    Gonzalo Rivas-TorresUniv Florida, Florida State University System, University of Florida, Dept Wildlife Ecol & Conservat
  • Patricio Von Hildebrand
    Patricio Von HildebrandFdn Estn Biol
  • Tinde R. Van Andel
    Tinde R. Van AndelNat Biodivers Ctr, Biodivers Dynam
  • Ademir R. Ruschel
    Ademir R. RuschelEmbrapa Amazonia Oriental, Empresa Brasileira de Pesquisa Agropecuaria (Embrapa)
  • Adriana Prieto
    Adriana PrietoUniv Nacl Colombia, Universidad Nacional de Colombia, Inst Ciencias Nat
  • Agustin Rudas
    Agustin RudasUniv Nacl Colombia, Universidad Nacional de Colombia, Inst Ciencias Nat
  • Bruce Hoffman
    Bruce HoffmanAmazon Conservat Team
  • Cesar I. A. Vela
    Cesar I. A. VelaUniv Nacl San Antonio Abad Cusco, Universidad Nacional de San Antonio Abad del Cusco, Fac Ciencias Forestales & Medio Ambiente
  • Edelcilio Marques Barbosa
    Edelcilio Marques BarbosaINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Eglee L. Zent
    Eglee L. ZentIVIC, Venezuelan Institute Science Research, Lab Human Ecol
  • George Pepe Gallardo Gonzales
    George Pepe Gallardo GonzalesServ Biodiversidad EIRL Iquitos
  • Hilda Paulette Davila Doza
    Hilda Paulette Davila DozaServ Biodiversidad EIRL Iquitos
  • Ires Paula De Andrade Miranda
    Ires Paula De Andrade MirandaINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Jean-Louis Guillaumet
    Jean-Louis GuillaumetMuseum Natl Hist Nat Paris, French National Museum of Natural History, Dept EV
  • Linder Felipe Mozombite Pinto
    Linder Felipe Mozombite PintoServ Biodiversidad EIRL Iquitos
  • Luiz Carlos De Matos Bonates
    Luiz Carlos De Matos BonatesINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Natalino Silva
    Natalino SilvaUniv Fed Rural Amazonia, Universidade Federal Rural da Amazonia (UFRA), Inst Ciencia Agr
  • Ricardo Zarate Gomez
    Ricardo Zarate GomezIIAP, PROTERRA
  • Stanford Zent
    Stanford ZentIVIC, Venezuelan Institute Science Research, Lab Human Ecol
  • Therany Gonzales
    Therany GonzalesACEER Fdn
  • Vincent A. Vos
    Vincent A. VosCtr Invest & Promoc Campesinado, Reg Norte Amazon
  • Yadvinder Malhi
    Yadvinder MalhiUniv Oxford, University of Oxford, Ctr Environm, Environm Change Inst
  • Alexandre A. Oliveira
    Alexandre A. OliveiraUniv Sao Paulo, Universidade de Sao Paulo, Inst Biociencias, Dept Ecol
  • Angela Cano
    Angela CanoUniv Los Andes, University of the Andes Colombia, Lab Ecol Bosques Trop & Primatol
  • Bianca Weiss Albuquerque
    Bianca Weiss AlbuquerqueINPA, Coordenacao Dinam Ambiental
  • Corine Vriesendorp
    Corine VriesendorpField Museum, Field Museum of Natural History (Chicago), Sci & Educ
  • Diego Felipe Correa
    Diego Felipe CorreaUniv Queensland, University of Queensland, ARC Ctr Excellence Environm Decis CEED, Sch Agr & Food Sci
  • Emilio Vilanova Torre
    Emilio Vilanova TorreUniv Washington, University of Washington, University of Washington Seattle, Sch Environm & Forest Sci
  • Geertje Van der Heijden
    Geertje Van der HeijdenUniv Nottingham, University of Nottingham, Sch Psychol
  • Hirma Ramirez-Angulo
    Hirma Ramirez-AnguloUniv Andes, University of Los Andes Venezuela, Inst Invest El Desarrollo Foresta INDEFOR
  • Jose Ferreira Ramos
    Jose Ferreira RamosINPA, Inst Nacl Pesquisas Amazonia, Coordenacao Biodiversidade
  • Kenneth R. Young
    Kenneth R. YoungUniv Texas Austin, University of Texas System, University of Texas Austin, Geog & Environm
  • Maira Rocha
    Maira RochaINPA, Coordenacao Dinam Ambiental
  • Marcelo Trindade Nascimento
    Marcelo Trindade NascimentoUniv Estadual Norte Fluminense, Universidade Estadual do Norte Fluminense, Lab Ciencias Ambientais
  • Maria Natalia Umana Medina
    Maria Natalia Umana MedinaUniv Maryland, University System of Maryland, University of Maryland College Park, Dept Biol
  • Milton Tirado
    Milton TiradoCia Ltda GeoIS
  • Ophelia Wang
    Ophelia WangNo Arizona Univ, Northern Arizona University, Environm Sci & Policy
  • Rodrigo Sierra
    Rodrigo SierraCia Ltda GeoIS
  • Armando Torres-Lezama
    Armando Torres-LezamaUniv Andes, University of Los Andes Venezuela, Inst Invest El Desarrollo Foresta INDEFOR
  • Casimiro Mendoza
    Casimiro MendozaUMSS, Escuela Ciencias Forest ESFOR
  • Cid Ferreira
    Cid FerreiraUniv San Francisco Quito, Colegio Ciencias Biol
  • Claudia Baider
    Claudia BaiderMinist Agroind & Food Secur, Agr Serv, Mauritius Herbarium
  • Daniel Villarroel
    Daniel VillarroelUniv Autonoma Gabriel Rene Moreno, Museo Historia Nat Noel Kempff Mercado
  • Henrik Balslev
  • Italo Mesones
    Italo MesonesUniv Calif Berkeley, University of California Berkeley, University of California System, Dept Integrat Biol
  • Ligia Estela Urrego Giraldo
    Ligia Estela Urrego GiraldoUniv Nacl Colombia, Universidad Nacional de Colombia, Dept Ciencias Forest
  • Luisa Fernanda Casas
    Luisa Fernanda CasasUniv Los Andes, University of the Andes Colombia, Ciencias Biol
  • Manuel Augusto Ahuite Reategui
    Manuel Augusto Ahuite ReateguiPLUSPRETOL, Medio Ambiente
  • Reynaldo Linares-Palomino
    Reynaldo Linares-PalominoSmithsonians Natl Zoo & Conservat Biol Inst, Ctr Conservat Educ & Sustainabil
  • Roderick Zagt
    Roderick ZagtTropenbos Int
  • Sasha Cardenas
    Sasha CardenasUniv Los Andes, University of the Andes Colombia, Ciencias Biol
  • William Farfan-Rios
    William Farfan-RiosWake Forest Univ, Wake Forest University, Ctr Energy Environm & Sustainabil
  • Adeilza Felipe Sampaio
    Adeilza Felipe SampaioUniv Fed Rondonia, Universidade Federal de Rondonia, Programa Posgrad Biodiversidade & Biotecnol, PPG Bionorte
  • Daniela Pauletto
    Daniela PaulettoUniv Fed Oeste Para, Universidade Federal do Oeste do Para, Inst Biodiversidade & Floresta
  • Elvis H. Valderrama Sandoval
    Elvis H. Valderrama SandovalUniv Nacl Amazonia Peruana, Universidad Nacional de la Amazonia Peruana, Fac Biol
  • Freddy Ramirez Arevalo
    Freddy Ramirez ArevaloUniv Nacl Amazonia Peruana, Universidad Nacional de la Amazonia Peruana, Fac Biol
  • Isau Huamantupa-Chuquimaco
    Isau Huamantupa-ChuquimacoUniv Nacl San Antonio Abad Cusco, Universidad Nacional de San Antonio Abad del Cusco, Herbario Vargas
  • Karina Garcia-Cabrera
    Karina Garcia-CabreraWake Forest Univ, Wake Forest University, Ctr Energy Environm & Sustainabil
  • Lionel Hernandez
    Lionel HernandezUniv Nacl Expt Guayana, Ctr Invest Ecol Guayana
  • Luis Valenzuela Gamarra
    Luis Valenzuela GamarraJardin Bot Missouri
  • Miguel N. Alexiades
    Miguel N. AlexiadesUniv Kent, University of Kent, Sch Anthropol & Conservat
  • Susamar Pansini
    Susamar PansiniUniv Fed Rondonia, Universidade Federal de Rondonia, Programa Posgrad Biodiversidade & Biotecnol, PPG Bionorte
  • Walter Palacios Cuenca
    Walter Palacios CuencaUniv Tecn Norte, Herbario Nacl Ecuador
  • William Milliken
    William Milliken
  • Joana Ricardo
    Joana RicardoUniv Leeds, University of Leeds, Sch Geog
  • Gabriela Lopez-Gonzalez
    Gabriela Lopez-GonzalezUniv Leeds, University of Leeds, Sch Geog
  • Edwin Pos
    Edwin PosUniv Utrecht, Utrecht University, Ecol & Biodivers Grp
  • Hans ter Steege
    Hans ter SteegeFree Univ Amsterdam, Syst Ecol

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.

Original languageEnglish
Article number1003
JournalScientific Reports
Volume8
Number of pages12
ISSN2045-2322
DOIs
StatePublished - 17 Jan 2018

    Research areas

  • ECOLOGICAL NICHE MODELS, GEOGRAPHIC DISTRIBUTIONS, ABSENCE DATA, BIAS, PERFORMANCE, PREDICTION, THRESHOLDS, DIVERSITY, PATTERN, MAXENT

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