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There are few things to consider when using ROS Noetic and Gazebo

ROS1 Noetic ROS Noetic hosts or use the 11.x version of Gazebo. For a fully-integrated ROS system, we recommend using the 11.x version of Gazebo. The way to proceed is just to use the ROS repository (it will automatically install gazebo11) and do not use the osrfoundation repository.

ROS1 Melodic ROS Melodic hosts or use the 9.x version of Gazebo. For a fully-integrated ROS system, we recommend using the 9.x version of Gazebo. The way to proceed is just to use the ROS repository (it will automatically install gazebo9) and do not use the osrfoundation repository.

ROS1 Kinetic ROS Kinetic hosts or use the 7.x version of Gazebo. For a fully-integrated ROS system, we recommend using the 7.x version of Gazebo. The way to proceed is just to use the ROS repository (it will automatically install gazebo7) and do not use the osrfoundation repository

Reference: http://gazebosim.org/tutorials/?tut=ros_wrapper_versions

There is a great video that explains in more detail what changes entail in SDFormat 1.7: https://vimeo.com/378683328