During the Svalbard field campaign, the MISO team tested an energy-efficient gas ambient monitor designed for long-term operation in harsh Arctic conditions.

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Using TinyML, the device runs a calibration model directly on the sensor node. Together with the K96 gas sensor, this enables accurate, real-time greenhouse gas measurements while significantly reducing energy consumption.

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On-device calibration significantly reduces the energy consumption associated with thermal stabilization, which is particularly critical in high-Arctic temperatures where K96 sensors typically require substantial power for temperature control.

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The monitor enables real-time greenhouse gas measurements using the K96 sensor, supporting continuous operation in remote Arctic environments.

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The device supports low-power, end-to-end communication using LoRa technology. By transmitting only the necessary measurement data, power consumption during data transmission is minimized, making the system well suited for remote and drone-assisted monitoring.