Global Change Biology · 2014 · 29 citations · 48 references
Veterinary MedicineBiologyEcologyParasite EcologyParasitologyPopulation EcologyHost-parasite AssociationsParasite BiodiversityParasite Community EcologyParasite DispersalParasite DistributionSpatial Ecology Of ParasitesBlood Parasites Of ReptilesClimate Effects On Parasite TransmissionHaemosporidian ParasitesHost DispersalParasite Community DistributionParasite Prevalence PatternsPopulation Distribution ModelsSpatial Parasite Distribution
The importance of parasitism for host populations depends on local parasite richness and prevalence: usually host individuals face higher infection risk in areas where parasites are most diverse, and host dispersal to or from these areas may have fitness consequences. Knowing how parasites are and will be distributed in space and time (in a context of global change) is thus crucial from both an ecological and a biological conservation perspective. Nevertheless, most research articles focus just on elaborating models of parasite distribution instead of parasite diversity. We produced distribution models of the areas where haemosporidian parasites are currently highly diverse (both at community and at within-host levels) and prevalent among Iberian populations of a model passerine host: the blackcap Sylvia atricapilla; and how these areas are expected to vary according to three scenarios of climate change. On the basis of these models, we analysed whether variation among populations in parasite richness or prevalence are expected to remain the same or change in the future, thereby reshuffling the geographic mosaic of host-parasite interactions as we observe it today. Our models predict a rearrangement of areas of high prevalence and richness of parasites in the future, with Haemoproteus and Leucocytozoon parasites (today the most diverse genera in blackcaps) losing areas of high diversity and Plasmodium parasites (the most virulent ones) gaining them. Likewise, the prevalence of multiple infections and parasite infracommunity richness would be reduced. Importantly, differences among populations in the prevalence and richness of parasites are expected to decrease in the future, creating a more homogeneous parasitic landscape. This predicts an altered geographic mosaic of host-parasite relationships, which will modify the interaction arena in which parasite virulence evolves.
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Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text
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