In AGATO, we combine ground and aerial robots into a heterogeneous robot swarm, equip robots with gas sensors (in-situ/open-path) and/or reflectors as payload, reconstruct potential gas plumes/clouds in 3D, and identify potential gas leaks based on reconstructed tomographic images.