A Broad Assessment of Factors Determining Culicoides imicola Abundance: Modelling the Present and Forecasting Its Future in Climate Change Scenarios

被引:96
作者
Acevedo, Pelayo [1 ]
Ruiz-Fons, Francisco [2 ,3 ]
Estrada, Rosa [4 ]
Luz Marquez, Ana [1 ]
Angel Miranda, Miguel [5 ]
Gortazar, Christian [2 ]
Lucientes, Javier [4 ]
机构
[1] Univ Malaga, Fac Sci, Dept Anim Biol, Biogeog Divers & Conservat Res Team, E-29071 Malaga, Spain
[2] Inst Invest Recursos Cineget IREC CSIC UCLM JCCM, Dept Anim Hlth, Ciudad Real, Spain
[3] Inst Vasco Invest & Desarrollo Agr Neiker Tecnali, Dept Anim Hlth, Derio, Spain
[4] Univ Zaragoza, Fac Vet, Dept Anim Pathol, Zaragoza, Spain
[5] Univ Balearic Isl, Dept Biol, Palma De Mallorca, Spain
关键词
AFRICAN HORSE SICKNESS; BLUETONGUE VIRUS; SPECIES DISTRIBUTION; SEASONAL DISTRIBUTION; SPATIAL-DISTRIBUTION; WILD RUMINANTS; VECTOR; DISTRIBUTIONS; OBSOLETUS; RANGE;
D O I
10.1371/journal.pone.0014236
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Bluetongue (BT) is still present in Europe and the introduction of new serotypes from endemic areas in the African continent is a possible threat. Culicoides imicola remains one of the most relevant BT vectors in Spain and research on the environmental determinants driving its life cycle is key to preventing and controlling BT. Our aim was to improve our understanding of the biotic and abiotic determinants of C. imicola by modelling its present abundance, studying the spatial pattern of predicted abundance in relation to BT outbreaks, and investigating how the predicted current distribution and abundance patterns might change under future (2011-2040) scenarios of climate change according to the Intergovernmental Panel on Climate Change. C. imicola abundance data from the bluetongue national surveillance programme were modelled with spatial, topoclimatic, host and soil factors. The influence of these factors was further assessed by variation partitioning procedures. The predicted abundance of C. imicola was also projected to a future period. Variation partitioning demonstrated that the pure effect of host and topoclimate factors explained a high percentage (>80%) of the variation. The pure effect of soil followed in importance in explaining the abundance of C. imicola. A close link was confirmed between C. imicola abundance and BT outbreaks. To the best of our knowledge, this study is the first to consider wild and domestic hosts in predictive modelling for an arthropod vector. The main findings regarding the near future show that there is no evidence to suggest that there will be an important increase in the distribution range of C. imicola; this contrasts with an expected increase in abundance in the areas where it is already present in mainland Spain. What may be expected regarding the future scenario for orbiviruses in mainland Spain, is that higher predicted C. imicola abundance may significantly change the rate of transmission of orbiviruses.
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页数:13
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