A few possible answers: inflation, cost to upgrade infrastructure to keep up with e.g., DDoS attacks, costs to deal with revised ICANN rules, etc. And/or greed.

A TLD is a bit more than simply a registry of domain names. For gTLDs, you might look at https://www.icann.org/resources/pages/gtld-2012-02-25-en