According to typical inventive embodiments, a compact data acquisition unit is modularly assembled of COT components, based on a PC-104 or other form factor of relatively small size. Inside a durable casing, a dc-dc converter increases battery-generated dc voltage for a computer processor that communicates with storage/memory and collects sensory information via an a-to-d converter. The inventive data acquisition unit can be implemented in either handheld (e.g., so as to include touchscreen interactivity) or situate (e.g., so as to be combined with sensory instrumentation) fashion. Especially propitious inventive practice involves wireless communication with an inventive “podded” device, remotely placed, that includes an inventive data acquisition unit, one or more sensors, and a pod containing the unit and the sensor(s). For underwater applications, a preferred embodiment of an inventive podded device is planoconvex, having a flat side for mounting on vehicular structure and an outwardly curved/rounded side for mitigating hydrodynamic penalties.