Published April 28, 2022 | Version v1
Dataset Open

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

  • 1. Massey University
  • 2. Texas Tech University
  • 3. Central China Normal University
  • 4. Sao Paulo State University
  • 5. Politecnico di Milano
  • 6. Georgetown University Medical Center

Description

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.

Notes

Please read the README html file.

Funding provided by: Massey University Foundation*
Crossref Funder Registry ID:
Award Number:

Funding provided by: Royal Society Te Apārangi
Crossref Funder Registry ID: http://dx.doi.org/10.13039/501100001509
Award Number: RDF-MAU1701

Funding provided by: National Science Foundation
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001
Award Number: BII 2021909

Funding provided by: National Science Foundation
Crossref Funder Registry ID: http://dx.doi.org/10.13039/100000001
Award Number: 2020595

Funding provided by: Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Crossref Funder Registry ID: http://dx.doi.org/10.13039/501100002322
Award Number:

Files

muylaert_et_al_data.zip

Files (4.2 GB)

Name Size Download all
md5:31598388f975f7fbb59006e885a4e20b
4.2 GB Preview Download
md5:d8d68b874a7239fb8dab5b7677678a91
679.8 kB Download

Additional details

Related works

Is cited by
10.1101/2021.12.09.471691 (DOI)
Is derived from
10.5281/zenodo.6499765 (DOI)