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MISO project

MISO develops an autonomous observation system for monitoring of emissions of CO2 and Methane, the two most important greenhouse gases. The system is modular and is suited for use in hard-to-reach areas such as the Arctic or wetlands. It combines three observing platforms (a static tower-Gas ambient monitor , a static gas flux chamber and a UAV-based observatory using NDIR sensing technologies ) with a cloud platform. The system can be operated remotely , with minimum on-site intervention.

The MISO team has expanded existing technologies: we have improved detection limit and accuracy of an NDIR GHG sensor integrated in the platforms. The static platforms and the drone base are powered by a unique geothermal device. The communication between the three observing platforms and a data cloud uses a combination of Peer2Peer, G4/G5/LTE, LORAWAN and wifi technologies.

To ensure consistent measurements, the observing platforms are optimized for energy efficient autonomous operation. This includes on-platform detection of faults through an optimized Machine Learning calibration. The cloud platform stores model updates and fault detection information together with the raw measurements.

The system is co-developed with stakeholders from academia, monitoring and measurement systems, industry and policy. It is thoroughly documented and has been demonstrated in the Arctic and in Wetland .

NEWS

MISO Project Field Work โ€“ Bordeaux

From May 12 to 14, partners of the Horizon Europe MISO project came together in Bordeaux for our second collaborative field experiment, hosted by Azur Drones (AZD) in their home city. Researchers and engineers from NILU (Norway), Senseair (Sweden), CNR (Italy), and AZD (France) worked side by side to test

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๐ŸŽฏ ๐‘๐ž๐š๐œ๐ก๐ข๐ง๐  ๐ญ๐ก๐ž ๐‘๐ข๐ ๐ก๐ญ ๐’๐ญ๐š๐ค๐ž๐ก๐จ๐ฅ๐๐ž๐ซ๐ฌ: ๐Œ๐ˆ๐’๐Žโ€™๐ฌ ๐“๐š๐ซ๐ ๐ž๐ญ ๐€๐ฎ๐๐ข๐ž๐ง๐œ๐ž๐ฌ๐ŸŽฏ

The Horizon Europe ๐Œ๐ˆ๐’๐Ž ๐ฉ๐ซ๐จ๐ฃ๐ž๐œ๐ญ is dedicated to improving GHG (Greenhouse Gas) in-situ datasets in hard-to-reach areas such as the Arctic and Wetlands. Accurate and fine-scale GHG monitoring is crucial for tracking global warming, informing GHG emission policies, and supporting climate decision-making. MISO aims to enable the effective use, deployment,

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๐ŸŒฑ ๐ˆ๐ง๐ญ๐ซ๐จ๐๐ฎ๐œ๐ข๐ง๐  ๐ญ๐ก๐ž ๐Š๐Ÿ—๐Ÿ” ๐’๐ž๐ง๐ฌ๐จ๐ซ: ๐€ ๐๐ซ๐ž๐š๐ค๐ญ๐ก๐ซ๐จ๐ฎ๐ ๐ก ๐ข๐ง ๐„๐ง๐ฏ๐ข๐ซ๐จ๐ง๐ฆ๐ž๐ง๐ญ๐š๐ฅ ๐Œ๐จ๐ง๐ข๐ญ๐จ๐ซ๐ข๐ง๐ !๐ŸŒ

Senseair AB, a Swedish leader in gas sensor technology, specializes in the development and production of NDIR sensors (non-dispersive infrared), a reliable, accurate, and cost-effective optical measurement technique. For over 30 years, Senseair has provided sensors across industries like indoor air quality monitoring, automotive safety, and energy efficiency. Now, Senseair

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Contact Info

Dr. Tuan-Vu Cao, project coordinator. 
The Climate and Environmental Research Institute NILU.

This project has received funding from the European Union’s Horizon Europe research and innovation programme under Grant Agreement No. 101086541.