A method of processing weather data is described that includes receiving, in a vehicle and from a detection system, reflectivity data sampled for a three-dimensional volume of space. The method further includes generating, based on the reflectivity data, a plurality of two-dimensional representations of the reflectivity data. The method further includes transmitting, by a transmission device to a base receiver, a subset of the plurality of two-dimensional representations, wherein each two-dimensional representation of the subset of the plurality of two-dimensional representations comprises a plurality of data points.