During the Svalbard field campaign, the MISO team tested an energy-efficient gas ambient monitor designed for long-term operation in harsh Arctic conditions.
🧠 𝐓𝐢𝐧𝐲𝐌𝐋 𝐎𝐧-𝐝𝐞𝐯𝐢𝐜𝐞 𝐂𝐚𝐥𝐢𝐛𝐫𝐚𝐭𝐢𝐨𝐧
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.
🔋 𝐏𝐫𝐨𝐥𝐨𝐧𝐠𝐞𝐝 𝐁𝐚𝐭𝐭𝐞𝐫𝐲 𝐋𝐢𝐟𝐞𝐭𝐢𝐦𝐞
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.
🌍 𝐑𝐞𝐚𝐥-𝐭𝐢𝐦𝐞 𝐆𝐫𝐞𝐞𝐧𝐡𝐨𝐮𝐬𝐞 𝐆𝐚𝐬 𝐌𝐞𝐚𝐬𝐮𝐫𝐞𝐦𝐞𝐧𝐭𝐬
The monitor enables real-time greenhouse gas measurements using the K96 sensor, supporting continuous operation in remote Arctic environments.
📡 𝐋𝐨𝐰-𝐏𝐨𝐰𝐞𝐫, 𝐄𝐧𝐝-𝐭𝐨-𝐄𝐧𝐝 𝐋𝐨𝐑𝐚 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧
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.
