1. A method comprising: constructing an index of sensors; responsive to a query requesting sensor data, identifying via the index a subset of sensors from which to collect the sensor data, wherein the subset of sensors exhibits a spatial distribution similar to that of a full set of the sensors; and obtaining the sensor data from the subset of sensors.