AgricultureID

Logistics Concept · Logistics concept

Temperature Monitoring in Transit

Also known as: Cold chain monitoring, Data logging in transit

Temperature monitoring records the condition a consignment actually experienced during carriage, rather than the condition it was instructed to experience. It changes nothing physically — its entire function is evidential, and that turns out to be enough to change behaviour.

Dated referenceLast reviewed: 2026-07-16Updated: 2026-07-16
Illustrative diagram · AgricultureID (original)

A monitoring device does not cool anything. It observes, timestamps, and stores — and everything it is useful for follows from that. Without a record, a cold chain is a set of assertions: the packhouse says the load was precooled, the carrier says the unit held its setpoint, the terminal says the box was plugged in promptly, and when the produce arrives soft, all of them are still saying it. The record is what converts a dispute about character into a question of fact.

This is why monitoring has become standard in perishable trades despite adding cost and no physical protection whatsoever. It locates deviations in time, and locating a deviation in time locates it on a leg, and locating it on a leg identifies who was holding the consignment when it happened. The device is a cheap instrument whose real output is accountability.

The record is the product

The value of monitoring is entirely retrospective and entirely informational, and it is worth being blunt about this because monitoring is frequently sold as though it were protection. Fitting a logger to a consignment does not make that consignment any less likely to spoil. What it does is ensure that if the consignment spoils, the parties can find out why — and that expectation, applied consistently over time, is what actually improves chains. A terminal that knows plug-out periods are being recorded manages plug-out periods.

The record also answers a question no arrival inspection can. Deterioration in a perishable is cumulative, so a consignment’s remaining life depends on its whole history, not its present state. Two loads arriving at identical temperatures can have very different futures on the shelf, and only the record distinguishes them. A buyer accepting on arrival condition alone is accepting on a measurement that does not contain the information they need.

What is actually being measured

A sensor reports the temperature at one point, and the choice of point determines what the record means. A probe in the supply airflow tells you what the equipment is delivering. A probe in the return air tells you what the load did to that air. A probe pushed into a pallet tells you about that pallet — which may be the warmest in the box, or the coldest, depending on where it sat relative to the airflow. None of these is the temperature of the consignment, because a consignment does not have a temperature; it has a distribution.

Recording logger
Travels with the consignment and stores readings, read out at destination. Cheap and reliable, and tells you nothing while there is still time to act.
Connected device
Reports in near real time over a network. Enables intervention in principle, provided somebody is watching and there is something they can actually do.
Unit-generated record
The refrigeration equipment’s own log. Records what the machine was doing, which is a different claim from what the cargo was experiencing.
Placement
Where the sensor sits. The single largest determinant of what a record means, and the most common reason two honest records disagree.
Calibration
Traceable verification of the instrument. What separates a record that carries evidential weight from a number of unknown provenance.

This is why a temperature record without a placement description is close to uninterpretable, and why disputes so often turn on where the device was rather than on what it said. The device is honest; the question is what it was honest about.

The real-time question

Connected devices promise something loggers cannot: an alert while the consignment can still be saved. The promise is real but conditional, and the conditions are frequently unmet. An alert requires someone monitoring, someone empowered to act, an action that is physically available, and enough time for it to matter. A box mid-ocean with a failing unit generates an alert that nobody can do anything about, and the alert’s value is then exactly the value of a logger — an accurate record of a loss.

Where real-time monitoring genuinely pays is where an intervention exists: a reefer unplugged in a yard can be plugged in, a unit failing at a terminal can be swapped, a load can be diverted to a nearer market while it still has life. These are all situations where the consignment is on land, attended, and within reach of someone with authority. The technology’s value therefore depends less on the device than on whether the chain has an actual response capability behind it.

The record as evidence

Because the record’s purpose is evidential, the integrity of the record itself becomes a subject. A file that can be edited, a device that can be removed and warmed, a download with no custody trail — each undermines the very thing the record exists for. This is where monitoring meets the traceability discipline: the record must be attributable to a specific consignment, a specific device, and a specific period, and the identifiers linking them must be captured at the point of application rather than reconstructed afterwards.

The commercial frame matters too. A record demonstrating a deviation is only useful to a party against the counterparty who held the goods when it occurred, and that is determined by the delivery term. A perfect record of a deviation that happened after risk passed to the buyer is a record of the buyer’s own loss. Monitoring produces evidence; the contract decides what that evidence is worth and to whom.

What this solves

Produce a timestamped record of the condition a consignment actually experienced, so that deviations can be located in time and therefore attributed to a leg and a custodian — and so that arrival condition can be interpreted against history rather than in isolation.

Cargo forms

  • Containerised
  • Unitised
  • Breakbulk

Commodities carried this way

Commodities with a documented association to this operation.

Quality attributes at stake

Attributes this operation puts at risk or protects, described on their own measurement evidence.

Depends on post-harvest operations

Conditioning steps this operation assumes have already been done — it cannot recover what was lost before loading.

Governing standards & frameworks

Published instruments that govern this operation.

Exposed to risks

Risk mechanisms that act on this operation. Each is described, never scored.

What this description cannot tell you

  • No alarm thresholds, tolerances, or acceptable excursion limits are given. What deviation matters depends on the commodity, cultivar, maturity stage, and contract, and no general value exists.
  • No temperatures or setpoints appear on this page. Monitoring records a condition; it does not establish what the condition should be.
  • This page cannot say where a sensor should be placed. Placement determines what a record means and is decided against the specific load, equipment, and purpose.
  • Device accuracy, calibration status, and data integrity are properties of the specific instrument and its handling, and determine whether a record carries any evidential weight at all.
  • Whether a record supports a claim depends on the contract, the delivery term, the applicable law, and the evidence as a whole — never on the record alone, and not on anything described here.
  • Real-time monitoring delivers value only where an intervention is actually available; whether one is depends on the chain, not on the device.

Scope & limitations

Geographic scope: Global. Network coverage for connected devices, and the response capability that determines whether real-time alerts are actionable, differ substantially by route and by chain.

  • A reference description of the practice, not an operating instruction, a device specification, or a monitoring service.
  • No thresholds, tolerances, temperatures, or excursion limits are given — all are commodity-, cultivar-, and contract-specific.
  • Whether a record supports a commercial claim is a matter for the contract, the delivery term, and the applicable law, and is not addressed here.
  • Device technology and data practices vary widely; this describes the general principle rather than any particular system.

Sources

This article draws on the following authoritative sources. See our sources & methodology for how they are selected.

  1. Cited for: Identification and data standards linking physical consignments to their records through the chain

    Type:
    Standards body
    Jurisdiction:
    Global
    Accessed:
    2026-07-16
  2. Authoritative

    Cited for: General principles of food hygiene, including monitoring and record-keeping in food control systems

    Type:
    Intergovernmental organization
    Jurisdiction:
    Global
    Accessed:
    2026-07-16
  3. [3]FAO — Food and Agriculture Organization (opens in a new tab)

    Food and Agriculture Organization of the United Nations (FAO)

    Authoritative

    Cited for: Cold chain management in perishable supply chains and its role in reducing post-harvest loss

    Type:
    Intergovernmental organization
    Jurisdiction:
    Global
    Accessed:
    2026-07-12
  4. [4]ISO — standards catalogue (opens in a new tab)

    International Organization for Standardization (ISO)

    Authoritative

    Cited for: Measurement and calibration framework underpinning instrument traceability

    Type:
    Standards body
    Jurisdiction:
    Global
    Accessed:
    2026-07-16