Hiya, Oier,
You know, not many pushchairs have such a tall backrest, but the even more important here, at least from my experience, is the space to the top of the canopy. Anyhow, to answer your question, the Baby Jogger City Elite 2 or the City Mini GT would fit the seatback height as well as wheels with tires, although there is no need to inflate those, they are filled with foam to not get punctures.
Apart from these, the Britax B-Motion Plus has wheels with tires as well as a 50 cm seat back, so be sure to check that as well. Also good (better) for terrain are the three-wheeled BOB strollers, and Mounatin Buggy Terrain.