Temperature and humidity monitoring for regulated environments has two parts: continuous monitoring that records conditions in real time, and a mapping study that proves the whole space stays within limits. For GMP, GDP cold chain, cleanrooms and stability storage, it is not enough to measure at one point. You must demonstrate, with calibrated instruments and documented evidence, that every part of the controlled space stays within specification.
Monitoring vs mapping. They are not the same
- Monitoring is ongoing: fixed sensors and data loggers record temperature and humidity continuously, with alarms if a limit is breached.
- Mapping is a study: many calibrated loggers are placed throughout a space (a cold room, warehouse, chamber or truck) over a defined period to find the hottest, coldest and most humid points. The worst cases that monitoring must then watch.
You map to find the risk; you monitor to control it. Auditors expect both, with the monitoring sensors located at the worst-case points the mapping identified.
What a mapping study involves
- Placement: calibrated loggers distributed across the space. Corners, near doors, by heat sources, at different heights.
- Duration: long enough to capture normal operation, including door openings, defrost cycles and load changes (often several days).
- Conditions: empty and/or loaded, and ideally across the seasons or worst-case ambient.
- Report: the data, the hot/cold spots, the pass/fail against limits, and the recommended monitoring sensor locations.
Calibration is non-negotiable
Every sensor and logger used for monitoring or mapping must be calibrated and traceable. An uncalibrated logger proves nothing in an audit. The sensors should be calibrated before and ideally after the study, so you can show they were accurate throughout. This is where an ISO/IEC 17025 accredited calibration of the loggers matters.
Humidity matters too
Many products are sensitive to humidity as well as temperature. Capsules, powders, electronics and certain biologics. Cleanrooms and stability chambers usually have humidity limits. Use instruments that measure both, and remember humidity sensors drift and need regular calibration.
The sensor technology behind the reading
The choice of sensor affects both accuracy and long-term reliability, and the three main temperature sensor types behave differently in a monitoring application:
- RTDs (Pt100/Pt1000): a platinum resistance element whose resistance changes predictably with temperature. RTDs offer the best accuracy and long-term stability of the common sensor types, which is why they are the default choice for GMP and regulated monitoring applications where drift over years of continuous use matters.
- Thermocouples: two dissimilar metal wires generate a small voltage proportional to temperature difference. Thermocouples respond faster and tolerate higher temperatures than RTDs, but are generally less accurate and more prone to drift, which makes them better suited to process control than to long-term regulated monitoring.
- Thermistors: a semiconductor element whose resistance changes sharply with temperature, giving excellent sensitivity over a narrow range. Common in lower-cost data loggers for cold chain and warehouse applications where the working range is well defined and does not extend to process-heat extremes.
Humidity sensors, almost universally, use a capacitive polymer element whose dielectric properties change as the polymer absorbs and releases moisture from the air. These sensors are reliable but do drift with age and with exposure to contaminants, which is the practical reason humidity calibration intervals are often shorter than temperature calibration intervals in a regulated programme.
Worked example: mapping a vaccine cold room
A facility needs to qualify a new 2–8°C cold room for vaccine storage before it goes into service. A mapping study places calibrated loggers throughout the empty room, corners, centre, near the door, near the cooling unit, at multiple heights, and runs for several days covering normal door-opening activity and at least one full defrost cycle. The data shows that most of the room sits comfortably mid-range, but the corner nearest the door consistently runs warmer during and immediately after each door opening, and the shelf directly above the cooling unit runs measurably colder than the rest of the room. This is exactly the outcome a mapping study exists to find: the door-side corner and the near-unit shelf are the two locations chosen for permanent monitoring sensors, because they represent the room's actual worst-case warm and cold points, not an assumption about where those points might be. The room is then re-mapped loaded, since a fully stocked cold room behaves thermally differently from an empty one, before the monitoring plan is finalised and the room released for use.
Responding to an excursion
A monitoring alarm (an excursion outside the validated range) needs a documented response, not just an acknowledgement. The standard approach is to assess product impact using Mean Kinetic Temperature (MKT), a single calculated value that weights a temperature excursion by how much it would have accelerated degradation compared to steady storage at the target temperature, rather than simply checking whether the excursion breached a hard limit for a moment. A short, modest excursion may have a negligible MKT impact and require no product action beyond documentation; a longer or more severe excursion may require a quality assessment of the affected stock. Building this response procedure, and the MKT calculation method, into the monitoring programme before an excursion happens (not improvised afterward) is what a GDP/GMP auditor expects to see.
Putting it together
A defensible programme combines: calibrated loggers and transmitters, a documented mapping study to find the worst cases, continuous monitoring with alarms at those points, and a calibration schedule for every sensor. In Singapore, this sits within the Health Sciences Authority's Good Distribution Practice (GDP) expectations for pharmaceutical storage and distribution, which draw on the same PIC/S GDP principles used internationally. Unitest Instruments supplies Rotronic humidity and temperature instruments and data loggers, calibrates them at our accredited lab, and can carry out temperature mapping studies as a service.
