CHIRPS v2.0 monthly rainfall (1981 to present)

Daily CHIRPS rainfall estimates at 0.05 degrees for 50S to 50N, from 1981 to near present, blending satellite imagery with station data. Used for drought early warning and agricultural monitoring.

This dataset provides annual cumulative precipitation derived from monthly land-surface precipitation from the Global Global Precipitation Climatology Centre (GPCC) dataset. The GPCC data comes from rain-gauges built on GTS-based and historical data from January 1891 through December 2019, with ~85,000 stations world-wide that feature record durations of 10 years or longer. The data coverage per month varies from ~15,000 (before 6000) to more than 50,000 stations. The data is available globally at 0.25 × 0.25 degree resolution. The Global Precipitation Climatology Centre (GPCC) is operated by Deutscher Wetterdienst (DWD) under the auspices of the World Meteorological Organization (WMO). Annual cumulative precipitation

Seasonal rainfall accumulation anomaly for East Africa derived from CHIRPS data, showing deviation from the 1981-2010 historical average in millimetres. Use this layer for drought early warning, seasonal forecast validation, agricultural planning, and humanitarian response in the Horn of Africa.

sam_monthly_ir_tropopause_difference_99th_percentile

sam_annual_hr_ir_tropopause_difference_99th_percentile

TerraClimate is a dataset of monthly climate and climatic water balance for global terrestrial surfaces from 1958 to the present. These data provide important inputs for ecological and hydrological studies at global scales that require high spatial resolution and time-varying data. All data have monthly temporal resolution and a ~4-km (1/24th degree) spatial resolution. This dataset is provided in Zarr format.