Projection of climatic suitability for Aedes albopictus Skuse (Culicidae) in Europe under climate change conditions

被引:109
作者
Fischer, Dominik [1 ]
Thomas, Stephanie Margarete [1 ]
Niemitz, Franziska [1 ]
Reineking, Bjoern
Beierkuhnlein, Carl [1 ]
机构
[1] Univ Bayreuth, Dept Biogeog, D-95447 Bayreuth, Germany
关键词
Asian tiger mosquito; dengue; global change; global warming; species distribution model; invasion; vector-borne disease; EXTREME PRECIPITATION; SPECIES DISTRIBUTIONS; GEOGRAPHIC SPREAD; SEASONAL ACTIVITY; CHANGE SCENARIOS; MAXIMUM-ENTROPY; DENGUE VIRUSES; SOUTH FLORIDA; DIPTERA; VECTOR;
D O I
10.1016/j.gloplacha.2011.05.008
中图分类号
P9 [自然地理学];
学科分类号
0705 ; 070501 ;
摘要
During the last decades the disease vector Aedes albopictus (Ae. albopictus) has rapidly spread around the globe. The spread of this species raises serious public health concerns. Here, we model the present distribution and the future climatic suitability of Europe for this vector in the face of climate change. In order to achieve the most realistic current prediction and future projection, we compare the performance of four different modelling approaches, differentiated by the selection of climate variables (based on expert knowledge vs. statistical criteria) and by the geographical range of presence records (native range vs. global range). First, models of the native and global range were built with MaxEnt and were either based on (1) statistically selected climatic input variables or (2) input variables selected with expert knowledge from the literature. Native models show high model performance (AUC: 0.91-0.94) for the native range, but do not predict the European distribution well (AUC: 0.70-0.72). Models based on the global distribution of the species, however, were able to identify all regions where Ae. albopictus is currently established, including Europe (AUC: 0.89-0.91). In a second step, the modelled bioclimatic envelope of the global range was projected to future climatic conditions in Europe using two emission scenarios implemented in the regional climate model COSMO-CLM for three time periods 2011-2040, 2041-2070, and 2071-2100. For both global-driven models, the results indicate that climatically suitable areas for the establishment of Ae. albopictus will increase in western and central Europe already in 2011-2040 and with a temporal delay in eastern Europe. On the other hand, a decline in climatically suitable areas in southern Europe is pronounced in the Expert knowledge based model. Our projections appear unaffected by non-analogue climate, as this is not detected by Multivariate Environmental Similarity Surface analysis. The generated risk maps can aid in identifying suitable habitats for Ae. albopictus and hence support monitoring and control activities to avoid disease vector establishment. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:54 / 64
页数:11
相关论文
共 91 条
[1]  
Adhami J, 1998, J AM MOSQUITO CONTR, V14, P340
[2]   Precipitation and temperature effects on populations of Aedes albopictus (Diptera: Culicidae):: Implications for range expansion [J].
Alto, BW ;
Juliano, SA .
JOURNAL OF MEDICAL ENTOMOLOGY, 2001, 38 (05) :646-656
[3]  
[Anonymous], 2010, NOVA ACTA LEOPOLD
[4]  
[Anonymous], 2010, NOVA ACTA LEOPOLDINA
[5]  
[Anonymous], 2007, CLIMATE CHANGE 2007
[6]  
[Anonymous], 2010, R LANG ENV STAT COMP
[7]  
[Anonymous], DATABASE INCLUDING S
[8]   Validation of species-climate impact models under climate change [J].
Araújo, MB ;
Pearson, RG ;
Thuiller, W ;
Erhard, M .
GLOBAL CHANGE BIOLOGY, 2005, 11 (09) :1504-1513
[9]  
Armbruster P, 2006, ANN ENTOMOL SOC AM, V99, P1234, DOI 10.1603/0013-8746(2006)99[1234:GVOLGI]2.0.CO
[10]  
2