How will the reports change if parameters are changed in the middle of the campaign ?

There will be no major changes except that the dashboard will have extra data filters based on the new parameters. Eg: New custom values will be available on the dashboard in case new custom values are added. However, changing landing page URLs won't add any additional data filters on the dashboard.