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Present and future distribution of bat hosts of sarbecoviruses: implications for conservation and public health

Citation

Muylaert, Renata Lara et al. (2022), Present and future distribution of bat hosts of sarbecoviruses: implications for conservation and public health, Dryad, Dataset, https://doi.org/10.5061/dryad.m63xsj440

Abstract

Global changes in response to human encroachment into natural habitats and carbon emissions are driving the biodiversity extinction crisis and increasing disease emergence risk. Host distributions are one critical component to identify areas at risk of viral spillover, and bats act as reservoirs of diverse viruses. We developed a reproducible ecological niche modelling pipeline for bat hosts of SARS-like viruses (subgenus Sarbecovirus), given that several closely-related viruses have been discovered and sarbecovirus-host interactions have gained attention since SARS-CoV-2 emergence. We assessed sampling biases and modeled current distributions of bats based on climate and landscape relationships and project future scenarios for host hotspots. The most important predictors of species distributions were temperature seasonality and cave availability. We identified concentrated host hotspots in Myanmar and projected range contractions for most species by 2100. Our projections indicate hotspots will shift east in Southeast Asia in locations greater than 2 °C hotter in a fossil-fueled development future. Hotspot shifts have implications for conservation and public health, as loss of population connectivity can lead to local extinctions, and remaining hotspots may concentrate near human populations.

Methods

Data was processed in R v. 4.1.2. We spatially predicted the occurrence of all known Sarbecovirus hosts regardless of the first viral detection location using Ecological Niche Models (ENMs) and approximating them to species distribution models (SDMs) while also assessing sampling bias. All records for bat hosts are from 1970 onwards.

Usage Notes

Please read the README html file.

Funding

Massey University Foundation

Royal Society Te Apārangi, Award: RDF-MAU1701

National Science Foundation, Award: BII 2021909

National Science Foundation, Award: 2020595

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior