This is because it is a proper noun, and the gender of proper nouns in Italian often depends on their grammatical gender in the original language. In Latvian, the language of Riga, the word is "Rīga", which is feminine. However, in Italian, it's treated as masculine.
Therefore, you would use "il" (the) before Riga: "Il Riga".