Every disaster takes lives of those living in the country, leads to expenses and lowers your rating. To avoid such issues, you must prevent disasters.
To reduce the number of disasters, you can invest more money in the Ministries. Increase the number of stars on Ministry screens and reduce taxes. These measures will help you decrease the corruption level significantly.