Modeling the potential range expansion of larger grain borer, Prostephanus truncatus (Coleoptera: Bostrichidae)

被引:40
作者
Arthur, Frank H. [1 ]
Morrison, William R., III [1 ]
Morey, Amy C. [2 ]
机构
[1] ARS, USDA, Ctr Grain & Anim Hlth Res, 1515 Coll Ave, Manhattan, KS 66502 USA
[2] Univ Minnesota, Dept Entomol, 1980 Folwell Ave,219 Hodson Hall, St Paul, MN 55108 USA
关键词
NIGRESCENS LEWIS COLEOPTERA; ECOLOGICAL NICHE MODELS; RURAL MAIZE STORES; HORN COLEOPTERA; SPECIES DISTRIBUTIONS; CASSAVA; COMPLEXITY; MAXENT; SHIFTS; COMPETITION;
D O I
10.1038/s41598-019-42974-5
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
Prostephanus truncatus (Horn) (Coleoptera: Bostrichidae), is a beetle that is a member of a family that is primarily comprised of wood-boring insects, including forest insect pests. It is native to Mexico and Central America, where it has adapted to become a pest of stored maize. It was accidentally introduced into Africa in late 1970s, where it quickly spread throughout the sub-Saharan region, perhaps aided by adaptation to alternate hosts and the ability to persist in non-agricultural habitats. We used the correlative modelling algorithm, MaxEnt, to identify global areas of potential high suitability based on the climate locations with documented populations. Predictions using a model trained in Mexico + Central America showed potential high climatic suitability extending north into the southern United States and southward into South America, including parts of Argentina, but predictions using a model built from African occurrences did not include those areas as highly suitable. However, there was general agreement in both models that large areas of the tropics in the Western Hemisphere and in Asia have climatic conditions that could support P. truncatus if it were to become established. The models also showed consistency in capturing potential suitability at sites not used to build a given model. Results can be used as an initial guide to establish surveillance programs to monitor for this insect in high risk areas where it is not currently found, and to proactively mitigate the biosecurity risk from P. truncatus.
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页数:10
相关论文
共 69 条
[1]   Ten years after the arrival in Ghana of Larger Grain Borer: Farmers' responses and adoption of IPM strategies [J].
Addo, S ;
Birkinshaw, LA ;
Hodges, RJ .
INTERNATIONAL JOURNAL OF PEST MANAGEMENT, 2002, 48 (04) :315-325
[2]   Species-specific tuning increases robustness to sampling bias in models of species distributions: An implementation with Maxent [J].
Anderson, Robert P. ;
Gonzalez, Israel, Jr. .
ECOLOGICAL MODELLING, 2011, 222 (15) :2796-2811
[3]  
[Anonymous], 2017, **DATA OBJECT**, DOI DOI 10.1073/PNAS.1110096108
[4]  
Arthur Frank H., 1998, American Entomologist, V44, P118
[5]   The crucial role of the accessible area in ecological niche modeling and species distribution modeling [J].
Barve, Narayani ;
Barve, Vijay ;
Jimenez-Valverde, Alberto ;
Lira-Noriega, Andres ;
Maher, Sean P. ;
Peterson, A. Townsend ;
Soberon, Jorge ;
Villalobos, Fabricio .
ECOLOGICAL MODELLING, 2011, 222 (11) :1810-1819
[6]   Predicting species distributions: use of climatic parameters in BIOCLIM and its impact on predictions of species' current and future distributions [J].
Beaumont, LJ ;
Hughes, L ;
Poulsen, M .
ECOLOGICAL MODELLING, 2005, 186 (02) :250-269
[7]   NichePy: modular tools for estimating the similarity of ecological niche and species distribution models [J].
Bentlage, Bastian ;
Shcheglovitova, Mariya .
METHODS IN ECOLOGY AND EVOLUTION, 2012, 3 (03) :484-489
[8]   Cassava An appraisal of its phytochemistry and its biotechnological prospects [J].
Blagbrough, Ian S. ;
Bayoumi, Soad A. L. ;
Rowan, Michael G. ;
Beeching, John R. .
PHYTOCHEMISTRY, 2010, 71 (17-18) :1940-1951
[9]  
Boxall R. A., 2002, Integrated Pest Management Reviews, V7, P105, DOI 10.1023/A:1026397115946
[10]   Evidence of climatic niche shift during biological invasion [J].
Broennimann, O. ;
Treier, U. A. ;
Mueller-Schaerer, H. ;
Thuiller, W. ;
Peterson, A. T. ;
Guisan, A. .
ECOLOGY LETTERS, 2007, 10 (08) :701-709