Data collection, analysis, and interpretation: Weather and climate The weather has long been a subject of widespread data collection, analysis, and interpretation.Accurate measurements of air temperature became possible in the mid-1700s when Daniel Gabriel Fahrenheit invented the first standardized mercury thermometer in 1714 (see our Temperature module).