We examine connections between the mathematics behind methods of drawing geographical maps due, on the one hand to Marinos and Ptolemy (1st-2nd c. CE) and Delisle and Euler (18th century). A recent work by the first two authors of this article shows that these methods are the best among a collection of geographical maps we term ``conical''. This is an example of an instance where after practitioners and craftsmen (here, geographers) have used a certain tool during several centuries, mathematicians prove that this tool is indeed optimal. Many connections among geography, astronomy and geometry are highlighted.The fact that the Marinos-Ptolemy and the Delisle-Euler methods of drawing geographical maps share many non-trivial properties is an important instance of historical continuity in mathematics.