This is the
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
๐โ๏ธ MISO is heading to Svalbard for its final field campaign!
This campaign will put both our ๐ข๐ง-๐ฌ๐ข๐ญ๐ฎ and ๐๐๐-๐๐๐ฌ๐๐ ๐ฌ๐๐ง๐ฌ๐ข๐ง๐ ๐ฌ๐ฒ๐ฌ๐ญ๐๐ฆ๐ฌ to the test under extreme Arctic conditions. Earlier trials took place at the Azur Drones test site (Bordeaux, France), the NILU laboratories (Oslo, Norway), and the Hyytiรคlรค ICOS research station (Finland). By validating these tools in one of the
๐โจ Drone Insights: Mapping Greenhouse Gases in Wetlands ๐ฟ๐ก
As part of the MISO project, our recent intensive ๐ฐ๐๐ญ๐ฅ๐๐ง๐ ๐๐ข๐๐ฅ๐ ๐๐๐ฆ๐ฉ๐๐ข๐ ๐ง ๐๐ญ ๐๐ฒ๐ฒ๐ญ๐ข๐ฬ๐ฅ๐ฬ ๐ ๐จ๐ซ๐๐ฌ๐ญ ๐๐ญ๐๐ญ๐ข๐จ๐ง, ๐ ๐ข๐ง๐ฅ๐๐ง๐, brought our innovative drone system into action. During the campaign, the MISO drone took to the skies to measure greenhouse gas concentrations both ๐ฏ๐๐ซ๐ญ๐ข๐๐๐ฅ๐ฅ๐ฒ ๐๐ง๐ ๐ก๐จ๐ซ๐ข๐ณ๐จ๐ง๐ญ๐๐ฅ๐ฅ๐ฒ under real wetland conditions. ๐ ๐๐๐ฒ ๐ ๐ข๐ง๐๐ข๐ง๐ ๐ฌ:โข
Milestones Achieved in the MISO Wetland Campaign! ๐๐ก
As part of the ๐๐๐๐ ๐ฉ๐ซ๐จ๐ฃ๐๐๐ญ, we recently completed our intensive field campaign at ๐๐ฒ๐ฒ๐ญ๐ข๐ฬ๐ฅ๐ฬ ๐ ๐จ๐ซ๐๐ฌ๐ญ ๐๐ญ๐๐ญ๐ข๐จ๐ง, ๐ ๐ข๐ง๐ฅ๐๐ง๐. The campaign marked an important step forward in validating our technologies under real wetland conditions. Here are some of the highlights: ๐ฌ ๐๐๐ง๐ฌ๐จ๐ซ ๐๐๐ฌ๐ญ๐ข๐ง๐ โข Wet verification was successfully implemented at Hyytiรคlรค Station.โข
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.