@article{fdi:010072001, title = {{S}pecies {D}istribution {M}odelling : {C}ontrasting presence-only models with plot abundance data}, author = {{G}omes, {V}. {H}. {F}. and {I}jff, {S}. {D}. and {R}aes, {N}. and {A}maral, {I}. {L}. and {S}alomao, {R}. {P}. and {C}oelho, {L}. {D}. {S}. and {M}atos, {F}dda and {C}astilho, {C}. {V}. and {L}ima, {D}. {D}. {A}. and {L}opez, {D}. {C}. and {G}uevara, {J}. {E}. and {M}agnusson, {W}. {E}. and {P}hillips, {O}. {L}. and {W}ittmann, {F}. and {C}arim, {M}. {D}. {V}. and {M}artins, {M}. {P}. and {I}rume, {M}. {V}. and {S}abatier, {D}aniel and {M}olino, {J}ean-{F}ran{\c{c}}ois and {B}anki, {O}. {S}. and {G}uimaraes, {J}rds and {P}itman, {N}. {C}. {A}. and {P}iedade, {M}. {T}. {F}. and {M}endoza, {A}. {M}. and {L}uize, {B}. {G}. and {V}enticinque, {E}. {M}. and {N}ovo, {E}mdl and {V}argas, {P}. {N}. and {S}ilva, {T}. {S}. {F}. and {M}anzatto, {A}. {G}. and {T}erborgh, {J}. and {R}eis, {N}. {F}. {C}. and {M}ontero, {J}. {C}. and {C}asula, {K}. {R}. and {M}arimon, {B}. {S}. and {M}arimon, {B}. {H}. and {C}oronado, {E}. {N}. {H}. and {F}eldpausch, {T}. {R}. and {D}uque, {A}. and {Z}artman, {C}. {E}. and {A}rboleda, {N}. {C}. and {K}illeen, {T}. {J}. and {M}ostacedo, {B}. and {V}asquez, {R}. and {S}chongart, {J}. and {A}ssis, {R}. {L}. and {M}edeiros, {M}. {B}. and {S}imon, {M}. {F}. and {A}ndrade, {A}. and {L}aurance, {W}. {F}. and {C}amargo, {J}. {L}. and {D}emarchi, {L}. {O}. and {L}aurance, {S}. {G}. {W}. and {F}arias, {E}. {D}. {S}. and {N}ascimento, {H}. {E}. {M}. and {R}evilla, {J}. {D}. {C}. and {Q}uaresma, {A}. and {C}osta, {F}. {R}. {C}. and {V}ieira, {I}. {C}. {G}. and {C}intra, {B}. {B}. and {C}astellanos, {H}. and {B}rienen, {R}. and {S}tevenson, {P}. {R}. and {F}eitosa, {Y}. and {D}uivenvoorden, {J}. {F}. and {G}erardo, {A}. {A}. and {M}ogollon, {H}. {F}. and {T}arghetta, {N}. and {C}omiskey, {J}. {A}. and {V}icentini, {A}. and {L}opes, {A}. and {D}amasco, {G}. and {D}avila, {N}. and {G}arcia-{V}illacorta, {R}. and {L}evis, {C}. and {S}chietti, {J}. and {S}ouza, {P}. and {E}milio, {T}. and {A}lonso, {A}. and {N}eill, {D}. and {D}allmeier, {F}. and {F}erreira, {L}. {V}. and {A}raujo-{M}urakami, {A}. and {P}raia, {D}. and {D}o {A}maral, {D}. {D}. and {C}arvalho, {F}. {A}. and de {S}ouza, {F}. {C}. and {F}eeley, {K}. and {A}rroyo, {L}. and {P}ansonato, {M}. {P}. and {G}ribel, {R}. and {V}illa, {B}. and {L}icona, {J}. {C}. and {F}ine, {P}. {V}. {A}. and {C}eron, {C}. and {B}araloto, {C}. and {J}imenez, {E}. {M}. and {S}tropp, {J}. and {E}ngel, {J}. and {S}ilveira, {M}. and {M}ora, {M}. {C}. {P}. and {P}etronelli, {P}. and {M}aas, {P}. and {T}homas-{C}aesar, {R}. and {H}enkel, {T}. {W}. and {D}aly, {D}. and {P}aredes, {M}. {R}. and {B}aker, {T}. {R}. and {F}uentes, {A}. and {P}eres, {C}. {A}. and {C}have, {J}. and {P}ena, {J}. {L}. {M}. and {D}exter, {K}. {G}. and {S}ilman, {M}. {R}. and {J}orgensen, {P}. {M}. and {P}ennington, {T}. and {D}i {F}iore, {A}. and {V}alverde, {F}. {C}. and {P}hillips, {J}. {F}. and {R}ivas-{T}orres, {G}. and {V}on {H}ildebrand, {P}. and {V}an {A}ndel, {T}. {R}. and {R}uschel, {A}. {R}. and {P}rieto, {A}. and {R}udas, {A}. and {H}offman, {B}. and {V}ela, {C}. {I}. {A}. and {B}arbosa, {E}. {M}. and {Z}ent, {E}. {L}. and {G}onzales, {G}. {P}. {G}. and {D}oza, {H}. {P}. {D}. and {M}iranda, {I}pda and {G}uillaumet, {J}. {L}. and {P}into, {L}. {F}. {M}. and {B}onates, {L}cdm and {S}ilva, {N}. and {G}omez, {R}. {Z}. and {Z}ent, {S}. and {G}onzales, {T}. and {V}os, {V}. {A}. and {M}alhi, {Y}. and {O}liveira, {A}. {A}. and {C}ano, {A}. and {A}lbuquerque, {B}. {W}. and {V}riesendorp, {C}. and {C}orrea, {D}. {F}. and {T}orre, {E}. {V}. and {V}an der {H}eijden, {G}. and {R}amirez-{A}ngulo, {H}. and {R}amos, {J}. {F}. and {Y}oung, {K}. {R}. and {R}ocha, {M}. and {N}ascimento, {M}. {T}. and {M}edina, {M}. {N}. {U}. and {T}irado, {M}. and {W}ang, {O}. and {S}ierra, {R}. and {T}orres-{L}ezama, {A}. and {M}endoza, {C}. and {F}erreira, {C}. and {B}aider, {C}. and {V}illarroel, {D}. and {B}alslev, {H}. and {M}esones, {I}. and {G}iraldo, {L}. {E}. {U}. and {C}asas, {L}. {F}. and {R}eategui, {M}. {A}. {A}. and {L}inares-{P}alomino, {R}. and {Z}agt, {R}. and {C}ardenas, {S}. and {F}arfan-{R}ios, {W}. and {S}ampaio, {A}. {F}. and {P}auletto, {D}. and {S}andoval, {E}. {H}. {V}. and {A}revalo, {F}. {R}. and {H}uamantupa-{C}huquimaco, {I}. and {G}arcia-{C}abrera, {K}. and {H}ernandez, {L}. and {G}amarra, {L}. {V}. and {A}lexiades, {M}. {N}. and {P}ansini, {S}. and {C}uenca, {W}. {P}. and {M}illiken, {W}. and {R}icardo, {J}. and {L}opez-{G}onzalez, {G}. and {P}os, {E}. and ter {S}teege, {H}.}, editor = {}, language = {{ENG}}, abstract = {{S}pecies distribution models ({SDM}s) are widely used in ecology and conservation. {P}resence-only {SDM}s such as {M}ax{E}nt frequently use natural history collections ({NHC}s) as occurrence data, given their huge numbers and accessibility. {NHC}s are often spatially biased which may generate inaccuracies in {SDM}s. {H}ere, we test how the distribution of {NHC}s and {M}ax{E}nt predictions relates to a spatial abundance model, based on a large plot dataset for {A}mazonian tree species, using inverse distance weighting ({IDW}). {W}e also propose a new pipeline to deal with inconsistencies in {NHC}s and to limit the area of occupancy of the species. {W}e found a significant but weak positive relationship between the distribution of {NHC}s and {IDW} for 66% of the species. {T}he relationship between {SDM}s and {IDW} was also significant but weakly positive for 95% of the species, and sensitivity for both analyses was high. {F}urthermore, the pipeline removed half of the {NHC}s records. {P}resence-only {SDM} applications should consider this limitation, especially for large biodiversity assessments projects, when they are automatically generated without subsequent checking. {O}ur 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.}, keywords = {{AMAZONIE} ; {BRESIL} ; {GUYANE} ; {VENEZUELA} ; {BOLIVIE}}, booktitle = {}, journal = {{S}cientific {R}eports - {N}ature}, volume = {8}, numero = {}, pages = {art. 1003 [12 p.]}, ISSN = {2045-2322}, year = {2018}, DOI = {10.1038/s41598-017-18927-1}, URL = {https://www.documentation.ird.fr/hor/fdi:010072001}, }