grammar - Curious about "but with" in a sentence

Please explain how we replace the first sentence with the second one. I do not understand the rule. Could we use "with + noun" for any situation in this kind of context?

1. Thursday will be colder, but we will have less rain.



2. Thursday will be colder, but with less rain.

Thank you very much.