On land, temperature sensors are kept in a Stevenson screen or a maximum minimum temperature system (MMTS).
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HadCRUT is the dataset of monthly instrumental temperature records formed by combining the sea surface temperature records compiled by the Hadley Centre of the UK Met Office and the land surface air temperature records compiled by the Climatic Research Unit (CRU) of the University of East Anglia.