Production database not created by rake db:create command

Im a Rails beginner and am using Rails 3 on Ubuntu 10.10. My database.yml is as follows.

development:
  adapter: mysql
  database: project_dev
  username: root
  password: rootpassword
  host: localhost

# Warning: The database defined as "test" will be erased and
# re-generated from your development database when you run "rake".
# Do not set this db to the same as development or production.
test:
  adapter: mysql
  database: project_test
  username: root
  password: rootpassword
  host: localhost

production:
  adapter: mysql
  database: project_production
  username: root
  password: rootpassword
  host: localhost

Then i switched to the project folder and ran the command:

rake db:create

But,only the project_dev and project_test databases were created. The project_production database did not exist in mysql. What could the problem here ?

Please Help Thank You