Map projections are transformations between one shape to another, often a 2d surface like a screen or printout. Below is an albers projection alongside an orthographic (azimuthal) projection, and a mapping of points - every 10 degrees latitude and longitude, between the two.. This is made with d3. Adapted from Mercator to Orthographic