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
π Exploring new applications for MISO gas monitoring
On 29 May, NILU welcomed Sissel Hansen from Norwegian Centre for Organic Agriculture (NORSΓK) to discuss ongoing work related to environmental gas monitoring. During the visit, the MISO team presented the project and provided a tour of NILUβs laboratory facilities, including the calibration laboratory and climate chamber. The discussions focused
π MISO Intelligent Framework β towards autonomous and sustainable sensing networks πΏ
Huy Duong Gia, PhD student at NILU, and Jurian Jasper Onderwater, scientist from UiT working at NILU Lab, are currently finalizing the ππππ ππ§πππ₯π₯π’π ππ§π π π«ππ¦ππ°π¨π«π€ (linked to MISO Intelligent Framework β Miso), bringing the system one step closer to commercialization. The MISO Intelligent Framework is an integrated software and hardware
π MISO at EG26 β from sensor integration to field deployment πΏ
EGU26 provided an important opportunity to present ongoing work from the MISO project as it approaches its final phase, highlighting the scientific and technological progress achieved through strong collaboration across the consortium. During the conference, our colleague Federico Dallo (ISP-CNR) presented the teamβs work on integrating the K96 NDIR sensor
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.