Of course. You can purchase the extra baggage upon web check-in, or by contacting the airline call center directly. You can also do so when checking in at the airline check-in counter at the airport.
Please note that web check-in is only available for some airlines and flight routes. Please go to the respective airline website to know whether your flight supports web check-in.