Sensors are routinely mounted on robots to acquirevarious forms of measurements in spatiotemporal fields. Locating features within these fields and reconstruction (mapping) of thedense fields can be challenging in resource-constrained situations,such as when trying to locate the source of a gas leak from a smallnumber of measurements...