The forecast doesn't measure where you are
The weather station is at the airport. Your body is in a basement twelve kilometres away. The difference is bigger than you think.
The pressure drop today's forecast is built on almost certainly wasn't measured where you're sitting. It was measured somewhere you never go, on open ground with no buildings or hills in the way — often at an airport, often a good distance from where most people actually are.
It sounds like a technicality, but it's the same distance every forecast in the world lives with. A figure from a field outside town becomes "today's weather" for everyone who lives in it — whether they're sitting in a flat on the fourth floor or in a basement somewhere else in the city entirely.
Why the station is where it is
That's not an accident. Official weather stations are sited and equipped to a shared international standard, precisely so measurements can be compared across countries and decades: open exposure, free of shelter from buildings and trees, the instrument at a fixed height above the ground. It's that standard which lets a pressure reading taken at one airport be compared with one from another airport, twenty years later, without anyone having to guess whether the difference is down to the weather or the station's location. The price of that stability is that the station can't stand in all the places where people actually live and work.
Distance and terrain change the sum
A low-pressure system or a front moves across a landscape at its own pace, and a station twenty kilometres away can easily register the pressure drop hours before or after it reaches you. Terrain amplifies the difference: a valley, a building, a basement below street level all create local variations that a single distant station can never pick up. The region's figure is true for the region. It's not necessarily true for the particular building you're sitting in right now.
Your own pocket measures something else — and something worse
Here's the article's twist, and both halves are true at once. The phone in your pocket measures exactly where you are, all the time, without anyone having to place an instrument in a field for the purpose. That makes it a more relevant measurement for you specifically than any regional figure can ever be.
But that same phone is worse calibrated than the official station it's competing with. The exact pressure value a phone shows depends on its height and on small factory-to-factory differences from sensor to sensor — while the official station is built precisely to avoid that kind of uncertainty. For the same reason, researchers have investigated whether a single smartphone can function as its own small urban weather station, and the answer has always hinged on the same caveat: relevant location, imprecise calibration.
That's not a contradiction. They're two different quantities, both true: a distant, well-calibrated figure that doesn't apply where you are — and an imprecise figure that applies exactly there.
Official weather stations are sited and equipped to an international standard, so measurements can be compared across countries and decades. Your phone isn't built to meet that standard — it's just where you are.
WMO, Guide to Meteorological Instruments and Methods of ObservationAneroid deliberately chooses the relevant, imprecise measurement over the distant, precise one. That's why the app never compares your figure with a regional average — only with yourself, earlier in the day.
Aneroid is not a medical device and does not predict, prevent, or treat migraine or any other condition. The app shows you what your own measurements and answers suggest — not what a distant station measured.
Sources
- Madaus LE & Mass CF (2017), and Madaus et al. (2014). Assimilation of crowdsourced pressure data from phones. Read
- “Smartphone Pressure Collection and Bias Correction Using Machine Learning.” Journal of Atmospheric and Oceanic Technology 35(3):523 (2018). Read
- WMO. Guide to Meteorological Instruments and Methods of Observation, chapter 3: Measurement of Atmospheric Pressure. Read
- “The Potential of a Smartphone as an Urban Weather Station — An Exploratory Analysis.” Frontiers in Environmental Science (2021). Read