On a 2005 Lincoln LS with a 3.9L engine, the barometric pressure sensor is integrated into the engine control module (ECM). It is not a separate component, so you'll typically find it within the ECM housing. If you're looking to diagnose issues related to barometric pressure, you'll need to connect to the vehicle's OBD-II system to read the sensor data.
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