The Greeks and Romans continued to refine the art of map making, culminating with the work
of Claudius Ptolemaeus (in English Ptolemy). Ptolemy was a geographer, mathematician and
astronomer who lived in Roman Egypt.
In about 150 AD he famously published a scientific
treatise titled Geographia (in English Geography).
This contained thousands of references and maps of
various parts of the world – with longitude and latitude
lines. This system revolutionised European geographic
thinking, by imposing mathematical rules to the
composition of maps.img src="data:image/png;base64,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
Ptolemy
Posted on at