R/get_chelsa_future.R
get_chelsa_future.RdGives predictions on future values for the choosen phase. Prediction are from multiple models (GFDL-ESM4, IPSL-CM6A-LR, MPI-ESM1-2-HR, MRI-ESM2-0, UKESM1-0-LL). Creates folder for each model and a folder with mean of this five models. Monthly variables are average temperatures, min temperatures, max temperatures, precipitation, potential evapotranspiration with Thornthwaite formula. Others variables are climatic water deficit with Thornthwaite, number of dry month with Thornthwaite and 19 bio variables (more information in chelsa documentation).
get_chelsa_future(
extent_latlon,
extent_proj,
EPSG,
destination,
resol = 1000,
phase = "2071-2100",
GCM = c("GFDL-ESM4", "IPSL-CM6A-LR", "MPI-ESM1-2-HR", "MRI-ESM2-0", "UKESM1-0-LL"),
SSP = 585,
rm_download = FALSE
)vector. First output of get_aoi_extent() function.
vector. Second output of get_aoi_extent() function.
int. to consider for this country/area.
character. absolute path where to download files
like here() output.
int. Resolution. If in meters, recommended resolutions are 250m, 500m, 1km, 2km or 5km. The resolution needs to be carefully chosen. If set too small (e.g. < 250m), raster file will be too big to fit in memory and R will crash. Default is 1km.
character. Must be in c("2041-2070", "2071-2100") match to years to download, default is "2071-2100".
character. Global Climatic Models considered. Must be in c("GFDL-ESM4", "IPSL-CM6A-LR", "MPI-ESM1-2-HR", "MRI-ESM2-0", "UKESM1-0-LL"). By default climate simulated by the five GCMs are downloaded.
character or int. Scenario specifier must be in c(126, 370, 585). Corresponding to the the Shared Socio-economic Pathways you want to download, default is 585 for SSP5-RCP8.5 climate as simulated by the GCMs.
boolean. If TRUE remove download files and
folders. Keep only future_chelsa.tif in data_raw folder,
default is FALSE.
character. absolute path to future_chelsa.tif.
Unit of each climatic variable :
| Name | Unit |
| Temperature average (tas) | °C x 10 |
| Temperature min (tasmin) | °C x 10 |
| Temperature max (tasmax) | °C x 10 |
| Precipitation | kg.m^-2 |
| PET Thornthwaite | kg.m^-2 |
| Climatic Water Deficit (Thornthwaite) | kg.m^-2 |
| Number of dry month (Thornthwaite) | month |
| bio 1 | °C x 10 |
| bio 2 | °C x 10 |
| bio 3 | °C x 10 |
| bio 4 | °C x 10 |
| bio 5 | °C x 10 |
| bio 6 | °C x 10 |
| bio 7 | °C x 10 |
| bio 8 | °C x 10 |
| bio 9 | °C x 10 |
| bio 10 | °C x 10 |
| bio 11 | °C x 10 |
| bio 12 | kg.m^-2.year^-1 |
| bio 13 | kg.m^-2.month^-1 |
| bio 14 | kg.m^-2.month^-1 |
| bio 15 | kg.m^-2 |
| bio 16 | kg.m^-2.month^-1 |
| bio 17 | kg.m^-2.month^-1 |
| bio 18 | kg.m^-2.month^-1 |
| bio 19 | kg.m^-2.month^-1 |