A system comprising: a pressure air data system mounted on a vehicle and comprising one or more non-optical air data sensors, wherein the one or more non-optical air data sensors are configured to interrogate a region of interest outside of the vehicle to determine a first set of air data measurements comprising at least a first static air pressure; an optical air data system mounted on the vehicle and comprising one or more optical air data sensors, wherein the one or more optical air data sensors are configured to interrogate the region of interest to determine a second set of air data measurements comprising at least a second static air pressure, wherein the second static air pressure is determined using one or more conversion coefficients; and at least one system processor operatively coupled to the pressure air data system and the optical air data system, the at least one system processor operative to: receive and process the first static air pressure from the pressure air data system; receive and process the second static air pressure from the optical air data system; wherein the optical air data system is configured as a backup system in case of failure of the pressure air data system characterized in that said one system processor is further operative to dynamically recalibrate the one or more conversion coefficients by computing at least one correction factor for the optical air data system; send the correction factor to the optical air data system to update the second static air pressure; and output an optimized static air pressure based on the first static air pressure and the updated second static air pressure. a pressure air data system mounted on a vehicle and comprising one or more non-optical air data sensors, wherein the one or more non-optical air data sensors are configured to interrogate a region of interest outside of the vehicle to determine a first set of air data measurements comprising at least a first static air pressure; an optical air data system mounted on the vehicle and comprising one or more optical air data sensors, wherein the one or more optical air data sensors are configured to interrogate the region of interest to determine a second set of air data measurements comprising at least a second static air pressure, wherein the second static air pressure is determined using one or more conversion coefficients; and at least one system processor operatively coupled to the pressure air data system and the optical air data system, the at least one system processor operative to: receive and process the first static air pressure from the pressure air data system; receive and process the second static air pressure from the optical air data system; wherein the optical air data system is configured as a backup system in case of failure of the pressure air data system characterized in that said one system processor is further operative to dynamically recalibrate the one or more conversion coefficients by computing at least one correction factor for the optical air data system; send the correction factor to the optical air data system to update the second static air pressure; and output an optimized static air pressure based on the first static air pressure and the updated second static air pressure. receive and process the first static air pressure from the pressure air data system; receive and process the second static air pressure from the optical air data system; wherein the optical air data system is configured as a backup system in case of failure of the pressure air data system characterized in that said one system processor is further operative to dynamically recalibrate the one or more conversion coefficients by computing at least one correction factor for the optical air data system; send the correction factor to the optical air data system to update the second static air pressure; and output an optimized static air pressure based on the first static air pressure and the updated second static air pressure.