Bengaluru is called the 'Garden City of India' due to its numerous parks and green spaces, including Cubbon Park and Lalbagh Botanical Garden. The other options incorrectly expand the geographic scope - the nickname specifically refers to India, not South-Asia, Asia, or the entire world.