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Assessing the Risk of Invasion by Tephritid Fruit Flies: Intraspecific Divergence Matters

Identifieur interne : 000600 ( Pmc/Checkpoint ); précédent : 000599; suivant : 000601

Assessing the Risk of Invasion by Tephritid Fruit Flies: Intraspecific Divergence Matters

Auteurs : Martin Godefroid ; Astrid Cruaud ; Jean-Pierre Rossi ; Jean-Yves Rasplus

Source :

RBID : PMC:4537207

Abstract

Widely distributed species often show strong phylogeographic structure, with lineages potentially adapted to different biotic and abiotic conditions. The success of an invasion process may thus depend on the intraspecific identity of the introduced propagules. However, pest risk analyses are usually performed without accounting for intraspecific diversity. In this study, we developed bioclimatic models using MaxEnt and boosted regression trees approaches, to predict the potential distribution in Europe of six economically important Tephritid pests (Ceratitis fasciventris (Bezzi), Bactrocera oleae (Rossi), Anastrepha obliqua (Macquart), Anastrepha fraterculus (Wiedemann), Rhagoletis pomonella (Walsh) and Bactrocera cucurbitae (Coquillet)). We considered intraspecific diversity in our risk analyses by independently modeling the distributions of conspecific lineages. The six species displayed different potential distributions in Europe. A strong signal of intraspecific climate envelope divergence was observed in most species. In some cases, conspecific lineages differed strongly in potential distributions suggesting that taxonomic resolution should be accounted for in pest risk analyses. No models (lineage- and species-based approaches) predicted high climatic suitability in the entire invaded range of B. oleae—the only species whose intraspecific identity of invading populations has been elucidated—in California. Host availability appears to play the most important role in shaping the geographic range of this specialist pest. However, climatic suitability values predicted by species-based models are correlated with population densities of B. oleae globally reported in California. Our study highlights how classical taxonomic boundaries may lead to under- or overestimation of the potential pest distributions and encourages accounting for intraspecific diversity when assessing the risk of biological invasion.


Url:
DOI: 10.1371/journal.pone.0135209
PubMed: 26274582
PubMed Central: 4537207


Affiliations:


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PMC:4537207

Le document en format XML

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<p>Widely distributed species often show strong phylogeographic structure, with lineages potentially adapted to different biotic and abiotic conditions. The success of an invasion process may thus depend on the intraspecific identity of the introduced propagules. However, pest risk analyses are usually performed without accounting for intraspecific diversity. In this study, we developed bioclimatic models using MaxEnt and boosted regression trees approaches, to predict the potential distribution in Europe of six economically important Tephritid pests (
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(Bezzi),
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(Rossi),
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(Wiedemann),
<italic>Rhagoletis pomonella</italic>
(Walsh) and
<italic>Bactrocera cucurbitae</italic>
(Coquillet)). We considered intraspecific diversity in our risk analyses by independently modeling the distributions of conspecific lineages. The six species displayed different potential distributions in Europe. A strong signal of intraspecific climate envelope divergence was observed in most species. In some cases, conspecific lineages differed strongly in potential distributions suggesting that taxonomic resolution should be accounted for in pest risk analyses. No models (lineage- and species-based approaches) predicted high climatic suitability in the entire invaded range of
<italic>B</italic>
.
<italic>oleae</italic>
—the only species whose intraspecific identity of invading populations has been elucidated—in California. Host availability appears to play the most important role in shaping the geographic range of this specialist pest. However, climatic suitability values predicted by species-based models are correlated with population densities of
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<italic>oleae</italic>
globally reported in California. Our study highlights how classical taxonomic boundaries may lead to under- or overestimation of the potential pest distributions and encourages accounting for intraspecific diversity when assessing the risk of biological invasion.</p>
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<div1 type="bibliography">
<listBibl>
<biblStruct>
<analytic>
<author>
<name sortKey="Pimentel, D" uniqKey="Pimentel D">D Pimentel</name>
</author>
<author>
<name sortKey="Mcnair, S" uniqKey="Mcnair S">S McNair</name>
</author>
<author>
<name sortKey="Janecka, J" uniqKey="Janecka J">J Janecka</name>
</author>
<author>
<name sortKey="Wightman, J" uniqKey="Wightman J">J Wightman</name>
</author>
<author>
<name sortKey="Simmonds, C" uniqKey="Simmonds C">C Simmonds</name>
</author>
<author>
<name sortKey="O Connell, C" uniqKey="O Connell C">C O'Connell</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hulme, Pe" uniqKey="Hulme P">PE Hulme</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kolar, Cs" uniqKey="Kolar C">CS Kolar</name>
</author>
<author>
<name sortKey="Lodge, Dm" uniqKey="Lodge D">DM Lodge</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Peterson, At" uniqKey="Peterson A">AT Peterson</name>
</author>
<author>
<name sortKey="Vieglais, Da" uniqKey="Vieglais D">DA Vieglais</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rafter, Ma" uniqKey="Rafter M">MA Rafter</name>
</author>
<author>
<name sortKey="Hereward, Jp" uniqKey="Hereward J">JP Hereward</name>
</author>
<author>
<name sortKey="Walter, Gh" uniqKey="Walter G">GH Walter</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Santos, H" uniqKey="Santos H">H Santos</name>
</author>
<author>
<name sortKey="Burban, C" uniqKey="Burban C">C Burban</name>
</author>
<author>
<name sortKey="Rousselet, J" uniqKey="Rousselet J">J Rousselet</name>
</author>
<author>
<name sortKey="Rossi, Jp" uniqKey="Rossi J">JP Rossi</name>
</author>
<author>
<name sortKey="Branco, M" uniqKey="Branco M">M Branco</name>
</author>
<author>
<name sortKey="Kerdelhue, C" uniqKey="Kerdelhue C">C Kerdelhué</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rey, O" uniqKey="Rey O">O Rey</name>
</author>
<author>
<name sortKey="Estoup, A" uniqKey="Estoup A">A Estoup</name>
</author>
<author>
<name sortKey="Vonshak, M" uniqKey="Vonshak M">M Vonshak</name>
</author>
<author>
<name sortKey="Loiseau, A" uniqKey="Loiseau A">A Loiseau</name>
</author>
<author>
<name sortKey="Blanchet, S" uniqKey="Blanchet S">S Blanchet</name>
</author>
<author>
<name sortKey="Calcaterra, L" uniqKey="Calcaterra L">L Calcaterra</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Kelly, Dw" uniqKey="Kelly D">DW Kelly</name>
</author>
<author>
<name sortKey="Muirhead, Jr" uniqKey="Muirhead J">JR Muirhead</name>
</author>
<author>
<name sortKey="Heath, Dd" uniqKey="Heath D">DD Heath</name>
</author>
<author>
<name sortKey="Macisaac, Hj" uniqKey="Macisaac H">HJ Macisaac</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Lachmuth, S" uniqKey="Lachmuth S">S Lachmuth</name>
</author>
<author>
<name sortKey="Durka, W" uniqKey="Durka W">W Durka</name>
</author>
<author>
<name sortKey="Schurr, Fm" uniqKey="Schurr F">FM Schurr</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hamilton, Ja" uniqKey="Hamilton J">JA Hamilton</name>
</author>
<author>
<name sortKey="Okada, M" uniqKey="Okada M">M Okada</name>
</author>
<author>
<name sortKey="Korves, T" uniqKey="Korves T">T Korves</name>
</author>
<author>
<name sortKey="Schmitt, J" uniqKey="Schmitt J">J Schmitt</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Peterson, At" uniqKey="Peterson A">AT Peterson</name>
</author>
<author>
<name sortKey="Holt, Rd" uniqKey="Holt R">RD Holt</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="White, Im" uniqKey="White I">IM White</name>
</author>
<author>
<name sortKey="Elson Harris, Mm" uniqKey="Elson Harris M">MM Elson-Harris</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Mun, J" uniqKey="Mun J">J Mun</name>
</author>
<author>
<name sortKey="Bohonak, Aj" uniqKey="Bohonak A">AJ Bohonak</name>
</author>
<author>
<name sortKey="Roderick, Gk" uniqKey="Roderick G">GK Roderick</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rice, R" uniqKey="Rice R">R Rice</name>
</author>
<author>
<name sortKey="Phillips, P" uniqKey="Phillips P">P Phillips</name>
</author>
<author>
<name sortKey="Stewart Leslie, J" uniqKey="Stewart Leslie J">J Stewart-Leslie</name>
</author>
<author>
<name sortKey="Sibbett, G" uniqKey="Sibbett G">G Sibbett</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Koyama, J" uniqKey="Koyama J">J Koyama</name>
</author>
<author>
<name sortKey="Kakinohana, H" uniqKey="Kakinohana H">H Kakinohana</name>
</author>
<author>
<name sortKey="Miyatake, T" uniqKey="Miyatake T">T Miyatake</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Drew, Rai" uniqKey="Drew R">RAI Drew</name>
</author>
<author>
<name sortKey="Tsuruta, K" uniqKey="Tsuruta K">K Tsuruta</name>
</author>
<author>
<name sortKey="White, I" uniqKey="White I">I White</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Malacrida, Ar" uniqKey="Malacrida A">AR Malacrida</name>
</author>
<author>
<name sortKey="Gomulski, Lm" uniqKey="Gomulski L">LM Gomulski</name>
</author>
<author>
<name sortKey="Bonizzoni, M" uniqKey="Bonizzoni M">M Bonizzoni</name>
</author>
<author>
<name sortKey="Bertin, S" uniqKey="Bertin S">S Bertin</name>
</author>
<author>
<name sortKey="Gasperi, G" uniqKey="Gasperi G">G Gasperi</name>
</author>
<author>
<name sortKey="Guglielmino, Cr" uniqKey="Guglielmino C">CR Guglielmino</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Papadopoulos, Nt" uniqKey="Papadopoulos N">NT Papadopoulos</name>
</author>
<author>
<name sortKey="Plant, Re" uniqKey="Plant R">RE Plant</name>
</author>
<author>
<name sortKey="Carey, Jr" uniqKey="Carey J">JR Carey</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Clarke, Ar" uniqKey="Clarke A">AR Clarke</name>
</author>
<author>
<name sortKey="Armstrong, Kf" uniqKey="Armstrong K">KF Armstrong</name>
</author>
<author>
<name sortKey="Carmichael, Ae" uniqKey="Carmichael A">AE Carmichael</name>
</author>
<author>
<name sortKey="Milne, Jr" uniqKey="Milne J">JR Milne</name>
</author>
<author>
<name sortKey="Raghu, S" uniqKey="Raghu S">S Raghu</name>
</author>
<author>
<name sortKey="Roderick, Gk" uniqKey="Roderick G">GK Roderick</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Nardi, F" uniqKey="Nardi F">F Nardi</name>
</author>
<author>
<name sortKey="Carapelli, A" uniqKey="Carapelli A">A Carapelli</name>
</author>
<author>
<name sortKey="Dallai, R" uniqKey="Dallai R">R Dallai</name>
</author>
<author>
<name sortKey="Roderick, Gk" uniqKey="Roderick G">GK Roderick</name>
</author>
<author>
<name sortKey="Frati, F" uniqKey="Frati F">F Frati</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Nardi, F" uniqKey="Nardi F">F Nardi</name>
</author>
<author>
<name sortKey="Carapelli, A" uniqKey="Carapelli A">A Carapelli</name>
</author>
<author>
<name sortKey="Boore, Jl" uniqKey="Boore J">JL Boore</name>
</author>
<author>
<name sortKey="Roderick, Gk" uniqKey="Roderick G">GK Roderick</name>
</author>
<author>
<name sortKey="Dallai, R" uniqKey="Dallai R">R Dallai</name>
</author>
<author>
<name sortKey="Frati, F" uniqKey="Frati F">F Frati</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ruiz Arce, R" uniqKey="Ruiz Arce R">R Ruiz-Arce</name>
</author>
<author>
<name sortKey="Barr, Nb" uniqKey="Barr N">NB Barr</name>
</author>
<author>
<name sortKey="Owen, Cl" uniqKey="Owen C">CL Owen</name>
</author>
<author>
<name sortKey="Thomas, Db" uniqKey="Thomas D">DB Thomas</name>
</author>
<author>
<name sortKey="Mcpheron, Ba" uniqKey="Mcpheron B">BA McPheron</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Virgilio, M" uniqKey="Virgilio M">M Virgilio</name>
</author>
<author>
<name sortKey="Delatte, H" uniqKey="Delatte H">H Delatte</name>
</author>
<author>
<name sortKey="Quilici, S" uniqKey="Quilici S">S Quilici</name>
</author>
<author>
<name sortKey="Backeljau, T" uniqKey="Backeljau T">T Backeljau</name>
</author>
<author>
<name sortKey="De Meyer, M" uniqKey="De Meyer M">M De Meyer</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Grout, Tg" uniqKey="Grout T">TG Grout</name>
</author>
<author>
<name sortKey="Stoltz, Kc" uniqKey="Stoltz K">KC Stoltz</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Papanastasiou, Sa" uniqKey="Papanastasiou S">SA Papanastasiou</name>
</author>
<author>
<name sortKey="Nestel, D" uniqKey="Nestel D">D Nestel</name>
</author>
<author>
<name sortKey="Diamantidis, Ad" uniqKey="Diamantidis A">AD Diamantidis</name>
</author>
<author>
<name sortKey="Nakas, Ct" uniqKey="Nakas C">CT Nakas</name>
</author>
<author>
<name sortKey="Papadopoulos, Nt" uniqKey="Papadopoulos N">NT Papadopoulos</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Muller, H G" uniqKey="Muller H">H-G Müller</name>
</author>
<author>
<name sortKey="Wu, S" uniqKey="Wu S">S Wu</name>
</author>
<author>
<name sortKey="Diamantidis, Ad" uniqKey="Diamantidis A">AD Diamantidis</name>
</author>
<author>
<name sortKey="Papadopoulos, Nt" uniqKey="Papadopoulos N">NT Papadopoulos</name>
</author>
<author>
<name sortKey="Carey, Jr" uniqKey="Carey J">JR Carey</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Diamantidis, Ad" uniqKey="Diamantidis A">AD Diamantidis</name>
</author>
<author>
<name sortKey="Papadopoulos, Nt" uniqKey="Papadopoulos N">NT Papadopoulos</name>
</author>
<author>
<name sortKey="Nakas, Ct" uniqKey="Nakas C">CT Nakas</name>
</author>
<author>
<name sortKey="Wu, S" uniqKey="Wu S">S Wu</name>
</author>
<author>
<name sortKey="Muller, Hg" uniqKey="Muller H">HG Müller</name>
</author>
<author>
<name sortKey="Carey, Jr" uniqKey="Carey J">JR Carey</name>
</author>
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<author>
<name sortKey="Diamantidis, Ad" uniqKey="Diamantidis A">AD Diamantidis</name>
</author>
<author>
<name sortKey="Carey, Jr" uniqKey="Carey J">JR Carey</name>
</author>
<author>
<name sortKey="Nakas, Ct" uniqKey="Nakas C">CT Nakas</name>
</author>
<author>
<name sortKey="Papadopoulos, Nt" uniqKey="Papadopoulos N">NT Papadopoulos</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Aluja, M" uniqKey="Aluja M">M Aluja</name>
</author>
<author>
<name sortKey="Perez Staples, D" uniqKey="Perez Staples D">D Pérez-Staples</name>
</author>
<author>
<name sortKey="Macias Ord Ez, R" uniqKey="Macias Ord Ez R">R Macías-Ordóñez</name>
</author>
<author>
<name sortKey="Pi Ero, J" uniqKey="Pi Ero J">J Piñero</name>
</author>
<author>
<name sortKey="Mcpheron, B" uniqKey="Mcpheron B">B Mcpheron</name>
</author>
<author>
<name sortKey="Hernandez Ortiz, V" uniqKey="Hernandez Ortiz V">V Hernández-Ortiz</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Smith Caldas, Mr" uniqKey="Smith Caldas M">MR Smith-Caldas</name>
</author>
<author>
<name sortKey="Mcpheron, Ba" uniqKey="Mcpheron B">BA Mcpheron</name>
</author>
<author>
<name sortKey="Silva, Jg" uniqKey="Silva J">JG Silva</name>
</author>
<author>
<name sortKey="Zucchi, Ra" uniqKey="Zucchi R">RA Zucchi</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Feder, Jl" uniqKey="Feder J">JL Feder</name>
</author>
<author>
<name sortKey="Berlocher, Sh" uniqKey="Berlocher S">SH Berlocher</name>
</author>
<author>
<name sortKey="Roethele, Jb" uniqKey="Roethele J">JB Roethele</name>
</author>
<author>
<name sortKey="Dambroski, H" uniqKey="Dambroski H">H Dambroski</name>
</author>
<author>
<name sortKey="Smith, Jj" uniqKey="Smith J">JJ Smith</name>
</author>
<author>
<name sortKey="Perry, Wl" uniqKey="Perry W">WL Perry</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Feder, Jl" uniqKey="Feder J">JL Feder</name>
</author>
<author>
<name sortKey="Xie, X" uniqKey="Xie X">X Xie</name>
</author>
<author>
<name sortKey="Rull, J" uniqKey="Rull J">J Rull</name>
</author>
<author>
<name sortKey="Velez, S" uniqKey="Velez S">S Velez</name>
</author>
<author>
<name sortKey="Forbes, A" uniqKey="Forbes A">A Forbes</name>
</author>
<author>
<name sortKey="Leung, B" uniqKey="Leung B">B Leung</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Virgilio, M" uniqKey="Virgilio M">M Virgilio</name>
</author>
<author>
<name sortKey="Delatte, H" uniqKey="Delatte H">H Delatte</name>
</author>
<author>
<name sortKey="Backeljau, T" uniqKey="Backeljau T">T Backeljau</name>
</author>
<author>
<name sortKey="De Meyer, M" uniqKey="De Meyer M">M De Meyer</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Michel, Ap" uniqKey="Michel A">AP Michel</name>
</author>
<author>
<name sortKey="Rull, J" uniqKey="Rull J">J Rull</name>
</author>
<author>
<name sortKey="Aluja, M" uniqKey="Aluja M">M Aluja</name>
</author>
<author>
<name sortKey="Feder, Jl" uniqKey="Feder J">JL Feder</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Lude A, B" uniqKey="Lude A B">B Ludeña</name>
</author>
<author>
<name sortKey="Bayas, R" uniqKey="Bayas R">R Bayas</name>
</author>
<author>
<name sortKey="Pintaud, J C" uniqKey="Pintaud J">J-C Pintaud</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hernandez Ortiz, V" uniqKey="Hernandez Ortiz V">V Hernández-Ortiz</name>
</author>
<author>
<name sortKey="Bartolucci, Af" uniqKey="Bartolucci A">AF Bartolucci</name>
</author>
<author>
<name sortKey="Morales Valles, P" uniqKey="Morales Valles P">P Morales-Valles</name>
</author>
<author>
<name sortKey="Frias, D" uniqKey="Frias D">D Frías</name>
</author>
<author>
<name sortKey="Selivon, D" uniqKey="Selivon D">D Selivon</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Zygouridis, Ne" uniqKey="Zygouridis N">NE Zygouridis</name>
</author>
<author>
<name sortKey="Augustinos, Aa" uniqKey="Augustinos A">AA Augustinos</name>
</author>
<author>
<name sortKey="Zalom, Fg" uniqKey="Zalom F">FG Zalom</name>
</author>
<author>
<name sortKey="Mathiopoulos, Kd" uniqKey="Mathiopoulos K">KD Mathiopoulos</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Van Asch, B" uniqKey="Van Asch B">B van Asch</name>
</author>
<author>
<name sortKey="Pereira Castro, I" uniqKey="Pereira Castro I">I Pereira-Castro</name>
</author>
<author>
<name sortKey="Rei, F" uniqKey="Rei F">F Rei</name>
</author>
<author>
<name sortKey="Costa, Lt" uniqKey="Costa L">LT Costa</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Daane, Km" uniqKey="Daane K">KM Daane</name>
</author>
<author>
<name sortKey="Johnson, Mw" uniqKey="Johnson M">MW Johnson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Aluja, M" uniqKey="Aluja M">M Aluja</name>
</author>
<author>
<name sortKey="Pi Ero, J" uniqKey="Pi Ero J">J Piñero</name>
</author>
<author>
<name sortKey="L Pez, M" uniqKey="L Pez M">M López</name>
</author>
<author>
<name sortKey="Ruiz, C" uniqKey="Ruiz C">C Ruíz</name>
</author>
<author>
<name sortKey="Zu Iga, A" uniqKey="Zu Iga A">A Zúñiga</name>
</author>
<author>
<name sortKey="Piedra, E" uniqKey="Piedra E">E Piedra</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Md, Meyer" uniqKey="Md M">Meyer Md</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Copeland, Rs" uniqKey="Copeland R">RS Copeland</name>
</author>
<author>
<name sortKey="Wharton, Ra" uniqKey="Wharton R">RA Wharton</name>
</author>
<author>
<name sortKey="Luke, Q" uniqKey="Luke Q">Q Luke</name>
</author>
<author>
<name sortKey="De Meyer, M" uniqKey="De Meyer M">M De Meyer</name>
</author>
<author>
<name sortKey="Lux, S" uniqKey="Lux S">S Lux</name>
</author>
<author>
<name sortKey="Zenz, N" uniqKey="Zenz N">N Zenz</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Virgilio, M" uniqKey="Virgilio M">M Virgilio</name>
</author>
<author>
<name sortKey="Backeljau, T" uniqKey="Backeljau T">T Backeljau</name>
</author>
<author>
<name sortKey="Barr, N" uniqKey="Barr N">N Barr</name>
</author>
<author>
<name sortKey="Meyer, Md" uniqKey="Meyer M">MD Meyer</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hernandez Ortiz, V" uniqKey="Hernandez Ortiz V">V Hernández-Ortiz</name>
</author>
<author>
<name sortKey="G Mez Anaya, J" uniqKey="G Mez Anaya J">J Gómez-Anaya</name>
</author>
<author>
<name sortKey="Sanchez, A" uniqKey="Sanchez A">A Sánchez</name>
</author>
<author>
<name sortKey="Mcpheron, B" uniqKey="Mcpheron B">B McPheron</name>
</author>
<author>
<name sortKey="Aluja, M" uniqKey="Aluja M">M Aluja</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Vera, Mt" uniqKey="Vera M">MT Vera</name>
</author>
<author>
<name sortKey="Caceres, C" uniqKey="Caceres C">C Cáceres</name>
</author>
<author>
<name sortKey="Wornoayporn, V" uniqKey="Wornoayporn V">V Wornoayporn</name>
</author>
<author>
<name sortKey="Islam, A" uniqKey="Islam A">A Islam</name>
</author>
<author>
<name sortKey="Robinson, As" uniqKey="Robinson A">AS Robinson</name>
</author>
<author>
<name sortKey="Marcelo, H" uniqKey="Marcelo H">H Marcelo</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Alberti, Ac" uniqKey="Alberti A">AC Alberti</name>
</author>
<author>
<name sortKey="Rodriguero, Ms" uniqKey="Rodriguero M">MS Rodriguero</name>
</author>
<author>
<name sortKey="Cendra, Pg" uniqKey="Cendra P">PG Cendra</name>
</author>
<author>
<name sortKey="Saidman, Bo" uniqKey="Saidman B">BO Saidman</name>
</author>
<author>
<name sortKey="Vilardi, Jc" uniqKey="Vilardi J">JC Vilardi</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Selivon, D" uniqKey="Selivon D">D Selivon</name>
</author>
<author>
<name sortKey="Perondini, A" uniqKey="Perondini A">A Perondini</name>
</author>
<author>
<name sortKey="Morgante, J" uniqKey="Morgante J">J Morgante</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Alberti, Ac" uniqKey="Alberti A">AC Alberti</name>
</author>
<author>
<name sortKey="Confalonieri, Va" uniqKey="Confalonieri V">VA Confalonieri</name>
</author>
<author>
<name sortKey="Zandomeni, Ro" uniqKey="Zandomeni R">RO Zandomeni</name>
</author>
<author>
<name sortKey="Vilardi, Jc" uniqKey="Vilardi J">JC Vilardi</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Wisz, Ms" uniqKey="Wisz M">MS Wisz</name>
</author>
<author>
<name sortKey="Hijmans, R" uniqKey="Hijmans R">R Hijmans</name>
</author>
<author>
<name sortKey="Li, J" uniqKey="Li J">J Li</name>
</author>
<author>
<name sortKey="Peterson, At" uniqKey="Peterson A">AT Peterson</name>
</author>
<author>
<name sortKey="Graham, C" uniqKey="Graham C">C Graham</name>
</author>
<author>
<name sortKey="Guisan, A" uniqKey="Guisan A">A Guisan</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hernandez, Pa" uniqKey="Hernandez P">PA Hernandez</name>
</author>
<author>
<name sortKey="Graham, Ch" uniqKey="Graham C">CH Graham</name>
</author>
<author>
<name sortKey="Master, Ll" uniqKey="Master L">LL Master</name>
</author>
<author>
<name sortKey="Albert, Dl" uniqKey="Albert D">DL Albert</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rull, J" uniqKey="Rull J">J Rull</name>
</author>
<author>
<name sortKey="Aluja, M" uniqKey="Aluja M">M Aluja</name>
</author>
<author>
<name sortKey="Feder, Jl" uniqKey="Feder J">JL Feder</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Wu, Y" uniqKey="Wu Y">Y Wu</name>
</author>
<author>
<name sortKey="Mcpheron, Ba" uniqKey="Mcpheron B">BA McPheron</name>
</author>
<author>
<name sortKey="Wu, Jj" uniqKey="Wu J">JJ Wu</name>
</author>
<author>
<name sortKey="Li, Zh" uniqKey="Li Z">ZH Li</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Hijmans, Rj" uniqKey="Hijmans R">RJ Hijmans</name>
</author>
<author>
<name sortKey="Cameron, Se" uniqKey="Cameron S">SE Cameron</name>
</author>
<author>
<name sortKey="Parra, Jl" uniqKey="Parra J">JL Parra</name>
</author>
<author>
<name sortKey="Jones, Pg" uniqKey="Jones P">PG Jones</name>
</author>
<author>
<name sortKey="Jarvis, A" uniqKey="Jarvis A">A Jarvis</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Peterson, At" uniqKey="Peterson A">AT Peterson</name>
</author>
<author>
<name sortKey="Nakazawa, Y" uniqKey="Nakazawa Y">Y Nakazawa</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Jimenez Valverde, A" uniqKey="Jimenez Valverde A">A Jiménez-Valverde</name>
</author>
<author>
<name sortKey="Peterson, At" uniqKey="Peterson A">AT Peterson</name>
</author>
<author>
<name sortKey="Sober N, J" uniqKey="Sober N J">J Soberón</name>
</author>
<author>
<name sortKey="Overton, Jm" uniqKey="Overton J">JM Overton</name>
</author>
<author>
<name sortKey="Arag N, P" uniqKey="Arag N P">P Aragón</name>
</author>
<author>
<name sortKey="Lobo, Jm" uniqKey="Lobo J">JM Lobo</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Phillips, Sj" uniqKey="Phillips S">SJ Phillips</name>
</author>
<author>
<name sortKey="Anderson, Rp" uniqKey="Anderson R">RP Anderson</name>
</author>
<author>
<name sortKey="Schapire, Re" uniqKey="Schapire R">RE Schapire</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Friedman, J" uniqKey="Friedman J">J Friedman</name>
</author>
<author>
<name sortKey="Hastie, T" uniqKey="Hastie T">T Hastie</name>
</author>
<author>
<name sortKey="Tibshirani, R" uniqKey="Tibshirani R">R Tibshirani</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Elith, J" uniqKey="Elith J">J Elith</name>
</author>
<author>
<name sortKey="Leathwick, Jr" uniqKey="Leathwick J">JR Leathwick</name>
</author>
<author>
<name sortKey="Hastie, T" uniqKey="Hastie T">T Hastie</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ridgeway, G" uniqKey="Ridgeway G">G Ridgeway</name>
</author>
<author>
<name sortKey="Ridgeway, Mg" uniqKey="Ridgeway M">MG Ridgeway</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Elith, J" uniqKey="Elith J">J Elith</name>
</author>
<author>
<name sortKey="H Graham, C" uniqKey="H Graham C">C H. Graham</name>
</author>
<author>
<name sortKey="P Anderson, R" uniqKey="P Anderson R">R P. Anderson</name>
</author>
<author>
<name sortKey="Dudik, M" uniqKey="Dudik M">M Dudík</name>
</author>
<author>
<name sortKey="Ferrier, S" uniqKey="Ferrier S">S Ferrier</name>
</author>
<author>
<name sortKey="Guisan, A" uniqKey="Guisan A">A Guisan</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Vanderwal, J" uniqKey="Vanderwal J">J VanDerWal</name>
</author>
<author>
<name sortKey="Shoo, Lp" uniqKey="Shoo L">LP Shoo</name>
</author>
<author>
<name sortKey="Graham, C" uniqKey="Graham C">C Graham</name>
</author>
<author>
<name sortKey="Williams, Se" uniqKey="Williams S">SE Williams</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Anderson, Rp" uniqKey="Anderson R">RP Anderson</name>
</author>
<author>
<name sortKey="Raza, A" uniqKey="Raza A">A Raza</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Elith, J" uniqKey="Elith J">J Elith</name>
</author>
<author>
<name sortKey="Kearney, M" uniqKey="Kearney M">M Kearney</name>
</author>
<author>
<name sortKey="Phillips, S" uniqKey="Phillips S">S Phillips</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Fielding, Ah" uniqKey="Fielding A">AH Fielding</name>
</author>
<author>
<name sortKey="Bell, Jf" uniqKey="Bell J">JF Bell</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Legendre, L" uniqKey="Legendre L">L Legendre</name>
</author>
<author>
<name sortKey="Legrendre, L" uniqKey="Legrendre L">L Legrendre</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Rossi, J P" uniqKey="Rossi J">J-P Rossi</name>
</author>
<author>
<name sortKey="Blanchart, E" uniqKey="Blanchart E">E Blanchart</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Doledec, S" uniqKey="Doledec S">S Dolédec</name>
</author>
<author>
<name sortKey="Chessel, D" uniqKey="Chessel D">D Chessel</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Manly, Bf" uniqKey="Manly B">BF Manly</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Schoener, Tw" uniqKey="Schoener T">TW Schoener</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Warren, Dl" uniqKey="Warren D">DL Warren</name>
</author>
<author>
<name sortKey="Glor, Re" uniqKey="Glor R">RE Glor</name>
</author>
<author>
<name sortKey="Turelli, M" uniqKey="Turelli M">M Turelli</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Mccormack, Je" uniqKey="Mccormack J">JE McCormack</name>
</author>
<author>
<name sortKey="Zellmer, Aj" uniqKey="Zellmer A">AJ Zellmer</name>
</author>
<author>
<name sortKey="Knowles, Ll" uniqKey="Knowles L">LL Knowles</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Broennimann, O" uniqKey="Broennimann O">O Broennimann</name>
</author>
<author>
<name sortKey="Fitzpatrick, Mc" uniqKey="Fitzpatrick M">MC Fitzpatrick</name>
</author>
<author>
<name sortKey="Pearman, Pb" uniqKey="Pearman P">PB Pearman</name>
</author>
<author>
<name sortKey="Petitpierre, B" uniqKey="Petitpierre B">B Petitpierre</name>
</author>
<author>
<name sortKey="Pellissier, L" uniqKey="Pellissier L">L Pellissier</name>
</author>
<author>
<name sortKey="Yoccoz, Ng" uniqKey="Yoccoz N">NG Yoccoz</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Guisan, A" uniqKey="Guisan A">A Guisan</name>
</author>
<author>
<name sortKey="Petitpierre, B" uniqKey="Petitpierre B">B Petitpierre</name>
</author>
<author>
<name sortKey="Broennimann, O" uniqKey="Broennimann O">O Broennimann</name>
</author>
<author>
<name sortKey="Daehler, C" uniqKey="Daehler C">C Daehler</name>
</author>
<author>
<name sortKey="Kueffer, C" uniqKey="Kueffer C">C Kueffer</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Godsoe, W" uniqKey="Godsoe W">W Godsoe</name>
</author>
<author>
<name sortKey="Case, Bs" uniqKey="Case B">BS Case</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Barve, N" uniqKey="Barve N">N Barve</name>
</author>
<author>
<name sortKey="Barve, V" uniqKey="Barve V">V Barve</name>
</author>
<author>
<name sortKey="Jimenez Valverde, A" uniqKey="Jimenez Valverde A">A Jiménez-Valverde</name>
</author>
<author>
<name sortKey="Lira Noriega, A" uniqKey="Lira Noriega A">A Lira-Noriega</name>
</author>
<author>
<name sortKey="Maher, Sp" uniqKey="Maher S">SP Maher</name>
</author>
<author>
<name sortKey="Peterson, At" uniqKey="Peterson A">AT Peterson</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Webber, Bl" uniqKey="Webber B">BL Webber</name>
</author>
<author>
<name sortKey="Yates, Cj" uniqKey="Yates C">CJ Yates</name>
</author>
<author>
<name sortKey="Le Maitre, Dc" uniqKey="Le Maitre D">DC Le Maitre</name>
</author>
<author>
<name sortKey="Scott, Jk" uniqKey="Scott J">JK Scott</name>
</author>
<author>
<name sortKey="Kriticos, Dj" uniqKey="Kriticos D">DJ Kriticos</name>
</author>
<author>
<name sortKey="Ota, N" uniqKey="Ota N">N Ota</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Duyck, P F" uniqKey="Duyck P">P-F Duyck</name>
</author>
<author>
<name sortKey="David, P" uniqKey="David P">P David</name>
</author>
<author>
<name sortKey="Quilici, S" uniqKey="Quilici S">S Quilici</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Katiyar, Kp" uniqKey="Katiyar K">KP Katiyar</name>
</author>
<author>
<name sortKey="Molina, Jc" uniqKey="Molina J">JC Molina</name>
</author>
<author>
<name sortKey="Matheus, R" uniqKey="Matheus R">R Matheus</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Sivinski, J" uniqKey="Sivinski J">J Sivinski</name>
</author>
<author>
<name sortKey="Aluja, M" uniqKey="Aluja M">M Aluja</name>
</author>
<author>
<name sortKey="Pi Ero, J" uniqKey="Pi Ero J">J Piñero</name>
</author>
<author>
<name sortKey="Ojeda, M" uniqKey="Ojeda M">M Ojeda</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="De Villiers, M" uniqKey="De Villiers M">M De Villiers</name>
</author>
<author>
<name sortKey="Hattingh, V" uniqKey="Hattingh V">V Hattingh</name>
</author>
<author>
<name sortKey="Kriticos, D" uniqKey="Kriticos D">D Kriticos</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Papadopoulos, Nt" uniqKey="Papadopoulos N">NT Papadopoulos</name>
</author>
<author>
<name sortKey="Carey, Jr" uniqKey="Carey J">JR Carey</name>
</author>
<author>
<name sortKey="Katsoyannos, Bi" uniqKey="Katsoyannos B">BI Katsoyannos</name>
</author>
<author>
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</author>
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<biblStruct>
<analytic>
<author>
<name sortKey="Vera, Mt" uniqKey="Vera M">MT Vera</name>
</author>
<author>
<name sortKey="Rodriguez, R" uniqKey="Rodriguez R">R Rodriguez</name>
</author>
<author>
<name sortKey="Segura, Df" uniqKey="Segura D">DF Segura</name>
</author>
<author>
<name sortKey="Cladera, Jl" uniqKey="Cladera J">JL Cladera</name>
</author>
<author>
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</author>
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</biblStruct>
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<author>
<name sortKey="De Meyer, M" uniqKey="De Meyer M">M De Meyer</name>
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</author>
<author>
<name sortKey="Peterson, At" uniqKey="Peterson A">AT Peterson</name>
</author>
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</author>
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</author>
<author>
<name sortKey="Varone, L" uniqKey="Varone L">L Varone</name>
</author>
<author>
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</author>
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<author>
<name sortKey="Yokoyama, Vy" uniqKey="Yokoyama V">VY Yokoyama</name>
</author>
<author>
<name sortKey="Rend N, Pa" uniqKey="Rend N P">PA Rendón</name>
</author>
<author>
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</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Daane, K" uniqKey="Daane K">K Daane</name>
</author>
<author>
<name sortKey="Johnson, M" uniqKey="Johnson M">M Johnson</name>
</author>
<author>
<name sortKey="Lynn Patterson, K" uniqKey="Lynn Patterson K">K Lynn-Patterson</name>
</author>
<author>
<name sortKey="Nadel, H" uniqKey="Nadel H">H Nadel</name>
</author>
<author>
<name sortKey="Opp, S" uniqKey="Opp S">S Opp</name>
</author>
<author>
<name sortKey="Stewart Leslie, J" uniqKey="Stewart Leslie J">J Stewart-Leslie</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
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<author>
<name sortKey="Pearman, Pb" uniqKey="Pearman P">PB Pearman</name>
</author>
<author>
<name sortKey="Guisan, A" uniqKey="Guisan A">A Guisan</name>
</author>
<author>
<name sortKey="Broennimann, O" uniqKey="Broennimann O">O Broennimann</name>
</author>
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</author>
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<author>
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</author>
<author>
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</author>
<author>
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</author>
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</author>
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</author>
<author>
<name sortKey="Lotters, S" uniqKey="Lotters S">S Lötters</name>
</author>
<author>
<name sortKey="Rodder, D" uniqKey="Rodder D">D Rödder</name>
</author>
<author>
<name sortKey="Schweiger, S" uniqKey="Schweiger S">S Schweiger</name>
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<author>
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</author>
<author>
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<author>
<name sortKey="Hughes, L" uniqKey="Hughes L">L Hughes</name>
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<author>
<name sortKey="Downey, Po" uniqKey="Downey P">PO Downey</name>
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</author>
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<author>
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<author>
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</author>
</analytic>
</biblStruct>
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<author>
<name sortKey="Michalak, P" uniqKey="Michalak P">P Michalak</name>
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<author>
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</author>
<author>
<name sortKey="Helin, A" uniqKey="Helin A">A Helin</name>
</author>
<author>
<name sortKey="Lerman, Dn" uniqKey="Lerman D">DN Lerman</name>
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<author>
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<author>
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</author>
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<author>
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<author>
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</author>
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<name sortKey="Finnoff, Dc" uniqKey="Finnoff D">DC Finnoff</name>
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<author>
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</author>
<author>
<name sortKey="Cywinska, A" uniqKey="Cywinska A">A Cywinska</name>
</author>
<author>
<name sortKey="Ball, Sl" uniqKey="Ball S">SL Ball</name>
</author>
</analytic>
</biblStruct>
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<author>
<name sortKey="Armstrong, K" uniqKey="Armstrong K">K Armstrong</name>
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<author>
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</author>
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</biblStruct>
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<author>
<name sortKey="Cruaud, A" uniqKey="Cruaud A">A Cruaud</name>
</author>
<author>
<name sortKey="Artige, E" uniqKey="Artige E">E Artige</name>
</author>
<author>
<name sortKey="Genson, G" uniqKey="Genson G">G Genson</name>
</author>
<author>
<name sortKey="Clamens, A L" uniqKey="Clamens A">A-L Clamens</name>
</author>
<author>
<name sortKey="Pierre, E" uniqKey="Pierre E">E Pierre</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Van Houdt, Jkj" uniqKey="Van Houdt J">JKJ Van Houdt</name>
</author>
<author>
<name sortKey="Breman, Fc" uniqKey="Breman F">FC Breman</name>
</author>
<author>
<name sortKey="Virgilio, M" uniqKey="Virgilio M">M Virgilio</name>
</author>
<author>
<name sortKey="De Meyer, M" uniqKey="De Meyer M">M De Meyer</name>
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<pmc article-type="research-article">
<pmc-dir>properties open_access</pmc-dir>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">PLoS One</journal-id>
<journal-id journal-id-type="iso-abbrev">PLoS ONE</journal-id>
<journal-id journal-id-type="publisher-id">plos</journal-id>
<journal-id journal-id-type="pmc">plosone</journal-id>
<journal-title-group>
<journal-title>PLoS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="pmid">26274582</article-id>
<article-id pub-id-type="pmc">4537207</article-id>
<article-id pub-id-type="doi">10.1371/journal.pone.0135209</article-id>
<article-id pub-id-type="publisher-id">PONE-D-15-12728</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Assessing the Risk of Invasion by Tephritid Fruit Flies: Intraspecific Divergence Matters</article-title>
<alt-title alt-title-type="running-head">Assessing the Risk of Invasion by Tephritid Fruit Flies</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Godefroid</surname>
<given-names>Martin</given-names>
</name>
<xref rid="cor001" ref-type="corresp">*</xref>
<xref ref-type="aff" rid="aff001"></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cruaud</surname>
<given-names>Astrid</given-names>
</name>
<xref ref-type="aff" rid="aff001"></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rossi</surname>
<given-names>Jean-Pierre</given-names>
</name>
<xref ref-type="aff" rid="aff001"></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rasplus</surname>
<given-names>Jean-Yves</given-names>
</name>
<xref ref-type="aff" rid="aff001"></xref>
</contrib>
</contrib-group>
<aff id="aff001">
<addr-line>Centre de Biologie pour la Gestion des Populations, Institut National de la Recherche Agronomique, Montferriez-sur-Lez, France</addr-line>
</aff>
<contrib-group>
<contrib contrib-type="editor">
<name>
<surname>Papadopoulos</surname>
<given-names>Nikos T</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"></xref>
</contrib>
</contrib-group>
<aff id="edit1">
<addr-line>University of Thessaly, GREECE</addr-line>
</aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>
<bold>Competing Interests: </bold>
The authors have declared that no competing interests exist.</p>
</fn>
<fn fn-type="con" id="contrib001">
<p>Conceived and designed the experiments: MG AC JYR JPR. Analyzed the data: MG AC JYR JPR. Wrote the paper: MG AC JYR JPR.</p>
</fn>
<corresp id="cor001">* E-mail:
<email>martin.godefroid@gmail.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>8</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="collection">
<year>2015</year>
</pub-date>
<volume>10</volume>
<issue>8</issue>
<elocation-id>e0135209</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>3</month>
<year>2015</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>7</month>
<year>2015</year>
</date>
</history>
<permissions>
<copyright-year>2015</copyright-year>
<copyright-holder>Godefroid et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>This is an open access article distributed under the terms of the
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>
, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:type="simple" xlink:href="pone.0135209.pdf"></self-uri>
<abstract>
<p>Widely distributed species often show strong phylogeographic structure, with lineages potentially adapted to different biotic and abiotic conditions. The success of an invasion process may thus depend on the intraspecific identity of the introduced propagules. However, pest risk analyses are usually performed without accounting for intraspecific diversity. In this study, we developed bioclimatic models using MaxEnt and boosted regression trees approaches, to predict the potential distribution in Europe of six economically important Tephritid pests (
<italic>Ceratitis fasciventris</italic>
(Bezzi),
<italic>Bactrocera oleae</italic>
(Rossi),
<italic>Anastrepha obliqua</italic>
(Macquart),
<italic>Anastrepha fraterculus</italic>
(Wiedemann),
<italic>Rhagoletis pomonella</italic>
(Walsh) and
<italic>Bactrocera cucurbitae</italic>
(Coquillet)). We considered intraspecific diversity in our risk analyses by independently modeling the distributions of conspecific lineages. The six species displayed different potential distributions in Europe. A strong signal of intraspecific climate envelope divergence was observed in most species. In some cases, conspecific lineages differed strongly in potential distributions suggesting that taxonomic resolution should be accounted for in pest risk analyses. No models (lineage- and species-based approaches) predicted high climatic suitability in the entire invaded range of
<italic>B</italic>
.
<italic>oleae</italic>
—the only species whose intraspecific identity of invading populations has been elucidated—in California. Host availability appears to play the most important role in shaping the geographic range of this specialist pest. However, climatic suitability values predicted by species-based models are correlated with population densities of
<italic>B</italic>
.
<italic>oleae</italic>
globally reported in California. Our study highlights how classical taxonomic boundaries may lead to under- or overestimation of the potential pest distributions and encourages accounting for intraspecific diversity when assessing the risk of biological invasion.</p>
</abstract>
<funding-group>
<funding-statement>This work was financially supported by the Metaprogram SMACH (Sustainable Management of Crop Health;
<ext-link ext-link-type="uri" xlink:href="http://www.smach.inra.fr/">http://www.smach.inra.fr/</ext-link>
) of the French National Agronomic Institute (INRA). This work was also based on financial support received from the BIOFIS (Bioagressors and invasive species: From individual to population to species) project (number 1001-001) allocated by Agropolis Fondation to JYR (Montpellier, France;
<ext-link ext-link-type="uri" xlink:href="http://www.agropolis-fondation.fr/fr/accueil.html">http://www.agropolis-fondation.fr/fr/accueil.html</ext-link>
).</funding-statement>
</funding-group>
<counts>
<fig-count count="4"></fig-count>
<table-count count="3"></table-count>
<page-count count="19"></page-count>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper and its Supporting Information files.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
<notes>
<title>Data Availability</title>
<p>All relevant data are within the paper and its Supporting Information files.</p>
</notes>
</front>
</pmc>
<affiliations>
<list></list>
<tree>
<noCountry>
<name sortKey="Cruaud, Astrid" sort="Cruaud, Astrid" uniqKey="Cruaud A" first="Astrid" last="Cruaud">Astrid Cruaud</name>
<name sortKey="Godefroid, Martin" sort="Godefroid, Martin" uniqKey="Godefroid M" first="Martin" last="Godefroid">Martin Godefroid</name>
<name sortKey="Rasplus, Jean Yves" sort="Rasplus, Jean Yves" uniqKey="Rasplus J" first="Jean-Yves" last="Rasplus">Jean-Yves Rasplus</name>
<name sortKey="Rossi, Jean Pierre" sort="Rossi, Jean Pierre" uniqKey="Rossi J" first="Jean-Pierre" last="Rossi">Jean-Pierre Rossi</name>
</noCountry>
</tree>
</affiliations>
</record>

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