NASA scientists can calculate the 1884 global temperature within 0.01C, and provide a very detailed map, despite having no data for most of the planet.
Global Temperature | Vital Signs – Climate Change: Vital Signs of the Planet
Data.GISS: GISS Surface Temperature Analysis (v4): Station Data