Pilots rely on airspeed readings derived from external probes known as pitot tubes, which can become blocked by insect nests or dirt if they are not properly sealed during storage.
The European Union Aviation Safety Agency (EASA) said in a safety directive covering the Airbus A320 family that "an increasing number of operational disruptions have been reported due to airspeed discrepancies" as they return to the air.
Those reports prompted Airbus to carry out further computer simulations which suggested that problems with two out of three sensors may affect the plane's stability during take-off, though none of these events happened in operations, EASA said.
An Airbus spokesman said these actions were precautionary.
EASA first reported an "alarming" rise last August in the general number of cases of unreliable cockpit indications during the first flight of jets leaving storage. It called on operators of all makes and models of passenger aircraft to be vigilant.
The unprecedented number of aircraft grounded as lockdowns blocked air travel - at one point reaching two-thirds of the global fleet - had already created a spike in problems as airlines began returning them to service last year.
Pilot rustiness, maintenance errors and a loss of expertise in the supply chain due to job cuts have also raised concerns.
Airbus says it has set up a COVID-19 safety task force aimed at safely rebooting activities from airlines to factories.
Boeing Co has previously said extensive preparations must be carried out to return jets to service from long-term storage.
Blocked pitot tubes, which are a routine hazard on most civil and military aircraft, are just one item on a list of potential snags after months of storage - along with rodents, bird nests and even snakes and scorpions in desert parking strips.
Ducts that carry air from the front of most engines to the cabin's air-conditioning systems can also be contaminated.
Airbus has beefed up audits of its supply chain following the crisis. In March, it warned suppliers of risks from parts being stored incorrectly or corroding, industry sources said.
It also raised the alarm over a range of risks including "foreign object damage" caused by parts or tools lying around unnoticed because of greater social distancing in factories.