That is where stream gauges come into play. These devices—most commonly automated—are vital tools used to monitor river conditions. They measure the height (or stage) of a river as well as the ...

Firstly, we propose a unified representation of lidar and camera data in the form of depth maps to reduce calibration uncertainties stemming from data modality discrepancies. Subsequently, we explore ...