Observation records were filtered from the Atlas of Living Australia's (ALA) database based on ALA's 'assertions', expert-derived range polygons and expert opinion, and those observations inappropriate for modelling were excluded. All default settings were used except for background point allocation. Maxent uses species presence records to statistically relate species occurrence to environmental variables on the principle of maximum entropy. 2011) in R ().Used in the modelling were annual mean temperature, temperature seasonality, max and min monthly temperature, annual precipitation, precipitation seasonality, and precipitation of the wettest and driest quarters for current and all RCP scenarios (RCP3PD, RCP45, RCP6, RCP85) at 8 time steps between 20.Species distribution models were run using the presence-only modelling program Maxent (Phillips et al 2006). All downscaling and bioclimatic variable creation was done using the climates package (VanDerWal, Beaumont et al. These bioclimatic variables are listed at. These monthly temperature and precipitation values user used to create 19 standard bioclimatic variables. This data was downscaled to 0.05 degrees (~5km resolution) using a cubic spline of the anomalies these anomalies were applied to a current climate baseline of 1976 to 2005 – climate of 1990 – generated from aggregating monthly data from Australia Water Availability Project (AWAP ). The methods used to generate the GCM predictions for the RCP emission scenarios are defined at and in associated publications (Mitchell and Jones 2005 Warren, de la Nava Santos et al. Although new GCM runs for RCPs have not been fully completed, several research groups have implemented methods to utilize knowledge gained from SRES predictions to recreate predictions for the new RCPs using AR4 GCMs (e.g., Meinshausen, Smith et al. Future climate projections were sourced through a collaboration with Drs Rachel Warren and Jeff Price, Tyndall Centre, University of East Anglia, UK. Only species with >20 unique spatiotemporal records were used for modelling.Current climate was sourced as monthly precipitation and temperature minima and maxima from 1975 until 2005 at a 0.05° grid scale from the Australian Water Availability Project (AWAP - ) (Jones et al 2007, Grant et al 2008). Ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id= Cockatoo (Callocephalon fimbriatum) - current and future species distribution models&rft.identifier= for Tropical Biodiversity & Climate Change, James Cook University&rft.description=Observation records were filtered from the Atlas of Living Australia's (ALA) database based on ALA's 'assertions', expert-derived range polygons and expert opinion, and those observations inappropriate for modelling were excluded.
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