Global high-resolution climate

climate

Global monthly time-series of precipitation and temperature.

Details

CHELSA provides monthly data on precipitation and temperature, derived by downscaling global atmospheric models. The temperature data is based on statistical downscaling of atmospheric temperatures, while the precipitation data incorporates orographic predictors such as wind fields, valley exposition, and boundary layer height, with a subsequent bias correction.

Subdatasets

precipitation | Total monthly precipitation (mm)
content description
value_range e.g. 0…n
temperature | Mean monthly temperature (K/10)
content description
value_range e.g. 0…n

masDMT query

# data call without specifying subdataset and resolution
list_data("CHELSA")

# data call for specific subdataset 
list_data("CHELSA/precipitation")

# data call to subdataset with a specific resolution
list_data("CHELSA/precipitation/1km")

References

(bibtex)

[1] Hengl, Walsh, Sanderman, Wheeler, Harrison, and Prentice (2018)