Caption: Percival Lowell (1855--1916), a member of the famous Massachusetts Lowell family, was one of the last great astronomer magnates---others of his ilk are Alonso the Wise (1221--1284), Ulugh Beg (1394--1449), Tycho Brahe (1546--1601), and William Parsons, 3rd Earl of Rosse (1800--1867).
Features:
Only one "canal" feature, a giant canyon Lowell named Agathodaemon (after the Greek god Agathodaemon), turned to be real: it is now called Valles Marineris after the Mariner 9 probe (1971--1973) that really discovered it (No-578).
Astrophotography was too long-exposure and/or too slow in action in those days to catch Mars in still air when the astronomical seeing was good and Mars was sharply focused. Remember, Mars is quite a small object in angular diameter, and so relatively small, rapid fluctuations of turbulence in the air can blur it in astrophotography.
Lowell and other visual astronomers waited for the still air moment and then drew from memory (Wikipedia: Martian canals: History of canals).