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Monthly climatological observations for mean maximum temperature, minimum temperature, mean temperature, and total precipitation. The dataset provides temperature data for 7,280 stations across 226 countries and territories, with ongoing updates for over 2,000 stations. It is maintained by NOAA NCEI, with its foundational version developed in the early 1990s and a major version 3 update released in 2011.
Data for different elements (precipitation, max/min temp, mean temp) are from different operational versions (v2, v3) and a beta version (v4), requiring careful version selection for analysis.