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SWIMMR Aviation Risk Modelling (SWARM)

Lead Research Organisation: University of Surrey
Department Name: Surrey Space Centre Academic

Abstract

There is growing awareness of the hazards arising from space weather which are now listed on the UK National Risk Register. One significant risk is created by 'hard' solar particle events containing a significant flux of particles with energies greater than 300 MeV. In general such solar events are detectable at the Earth's surface by ground level neutron monitors and are termed ground level enhancements (GLEs) and typically have durations of some hours, the most intense so far measured being in February 1956 in the UK. GLEs present a hazard to modern complex systems, especially aircraft, as the particles generated in the atmosphere can cause malfunctions and damage to microelectronic technology. In addition undesirable levels of effective dose to aircrew and passengers can arise during GLEs. The International Civil Aviation Organization (ICAO) has recently identified the need to improve space weather radiation information provided to aircraft but to do so will require a widely distributed observational network, accompanied by validated radiation environment models to interpolate between observation sites and interpret the data into the effects of concern (effective dose rates and electronic upset rates). In parallel the Met Office, which is the UK government's 'owner' for space weather risks and a major provider of meteorological services for ICAO airlines, has recognised that it does not currently have the capability to provide the necessary services for space weather radiation hazards.

Consequently SWARM will develop a new data-driven atmospheric radiation model (Model for Atmospheric Ionising Radiation Environments, or MAIRE+) based on an existing prototype (MAIRE) to enable the Met Office to nowcast the secondary particle fluxes, biological dose rates and electronic upset/failure rates throughout the atmosphere arising from both galactic cosmic rays and GLEs. To drive MAIRE+, real-time ground level neutron monitor data, geomagnetic disturbance indices and sunspot indices will be used. Global maps based on the ICAO global grid (15 degrees longitude, 10 degrees latitude) covering altitudes up to 60kft with 3kft altitude resolution will be provided. The dose rate maps will allow Met Office to issue alerts based on the ICAO thresholds for the affected regions. Internal models and tools will be revised to account for the most recent scientific knowledge, including updating cosmic ray and magnetic field models and improving calculations of biological dose and upset/failure rates in electronics. The new MAIRE+ model will be delivered to the Met Office and then a lengthy period of operation and validation will follow using live data sources to assess its performance.

SWARM will also develop new and challenging capabilities such as increasing the model validity range to 100km altitude for GLEs (which will be important for future space tourism and high altitude aviation) and forecasting the time-profile of a GLE once it has started. For the latter, advanced models of interplanetary propagation of particles emitted from the Sun will be used and their particle energy range increased to deal with the energies required for GLEs. These new features will be incorporated into a 'research' model 'MAIRE-R' (also delivered to the Met office), however it will necessarily be less mature than the nowcast model. Finally, to address the extremely difficult problem of predicting the onset of a GLE, we will review the evidence from the historic record to determine if any solar precursor signatures for this sub-set of events can be found which could prove a valuable aid to Met Office forecasters.

Planned Impact

The International Civil Aviation Organization (ICAO) has recently identified the need to improve space weather radiation information provided to aircraft but to do so will require a widely distributed observational network, accompanied by validated radiation environment models to interpolate between observation sites and interpret the data into the effects of concern (effective dose rates and electronic upset/failure rates). In parallel the Met Office, which is the UK government's 'owner' for space weather risks and a major provider of meteorological services for ICAO airlines, has recognised that it does not have the capability to provide the necessary services in respect of space weather radiation hazards. SWARM will thus satisfy the requirement for a Met Office modelling capability for space weather atmospheric radiation, initially providing global nowcasting but also providing a route towards forecasting as well. Ultimately, SWARM will enable better management of the risk to aviation from space weather radiation and hence provides significant benefits to airlines, civil aviation authorities, regulators, the aircraft engineering industry and indeed all passengers and crews.

Publications

10 25 50
 
Description A reliable real-time nowcast model of atmospheric ionising radiation within the atmosphere caused by space weather has been built and validated as far as feasible using limited measurement data available so far. The model is running at the UK Met Office in preparation of operational deployment.

The MAIRE+ model has been compared to international models through ICAO and founds to be in the middle range of outputs for the space weather events selected.
Exploitation Route CAA, NOAA/SWPC have opportunity use as basis for UK-US programme. We could also become part of the PECASUS ICAO consortium using the new model.
Sectors Aerospace

Defence and Marine

Electronics

Transport

URL https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2022SW003155
 
Description Yes the MAIRE+ model in now running at Met Office and is due to become operational in due course. It will be used to deliver information to the aviation sector and also the nuclear power sector. The model has also been run for an ICAO exercise to compare international model of this type. The ICAO comparison is continuing in 2025 and we are using the model to contribute to ICAO planning of services.
First Year Of Impact 2023
Sector Aerospace, Defence and Marine,Energy
Impact Types Economic

Policy & public services

 
Description Talk to SEIEG committee
Geographic Reach Multiple continents/international 
Policy Influence Type Contribution to a national consultation/review
 
Description MAIRE+ model further development
Amount £120,000 (GBP)
Organisation Meteorological Office UK 
Sector Academic/University
Country United Kingdom
Start 01/2025 
End 06/2025
 
Title MAIRE+ Model code on GitHub 
Description MAIRE+ Model code listing on GitHub 
Type Of Material Computer model/algorithm 
Year Produced 2021 
Provided To Others? Yes  
Impact UK Met Office trials and interactions. 
URL https://github.com/MetOffice/swx-swimmr-n2
 
Title Model of Atmospheric Ionising Radiation Environment (MAIRE+) 
Description A new, physics-based, real-time nowcast computer model of the Atmospheric Ionising Radiation Environment (MAIRE+) during space weather radiation events: it creates maps of the risk for aircraft and ground level systems and people. 
Type Of Material Computer model/algorithm 
Year Produced 2021 
Provided To Others? No  
Impact None yet -under development. 
 
Description International atmospheric radiation model comparisons via ICAO 
Organisation International Civil Aviation Organization
Country Canada 
Sector Public 
PI Contribution We have run our model MAIRE+ for specified space weather events in history and supplied results to ICAO. They have compared (anonymously) our model with other models.
Collaborator Contribution Other groups worldwide have supplied their model results to compare to ours (US, Japan, Austria, France).
Impact Outputs are not yet published but will be in due course.
Start Year 2023
 
Description New Space Weather Neutron Monitor for Met Office in Shetland 
Organisation Meteorological Office UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Proposal and design of a new UK neutron station in Shetland - in process of setting up.
Collaborator Contribution Met Office and STFC customers for the new station.
Impact Still in process of setting up.
Start Year 2022
 
Description Space Weather Aircraft Risk Modelling (SWARM) team partnership 
Organisation British Geological Survey
Department Geomagnetism Group
Country United Kingdom 
Sector Public 
PI Contribution Surrey are the lead team for MAIRE project model generation:
Collaborator Contribution UCL/MSSL and UCLAN partners are working on improved sub-elements and basic solar physics which can improve model accuracy.
Impact Physics -ocussed: solar and radiation physics.
Start Year 2020
 
Description Space Weather Aircraft Risk Modelling (SWARM) team partnership 
Organisation University College London
Department Mullard Space Science Laboratory
Country United Kingdom 
Sector Academic/University 
PI Contribution Surrey are the lead team for MAIRE project model generation:
Collaborator Contribution UCL/MSSL and UCLAN partners are working on improved sub-elements and basic solar physics which can improve model accuracy.
Impact Physics -ocussed: solar and radiation physics.
Start Year 2020
 
Description Space Weather Aircraft Risk Modelling (SWARM) team partnership 
Organisation University of Lancashire
Department Jeremiah Horrocks Institute for Mathematics, Physics and Astronomy
Country United Kingdom 
Sector Academic/University 
PI Contribution Surrey are the lead team for MAIRE project model generation:
Collaborator Contribution UCL/MSSL and UCLAN partners are working on improved sub-elements and basic solar physics which can improve model accuracy.
Impact Physics -ocussed: solar and radiation physics.
Start Year 2020
 
Description European Space Weather Conference 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited talk on impact of solar particle events plus two other presentations.
Year(s) Of Engagement Activity 2020,2021,2022,2023
 
Description Exhibit stand at the European Space Weather Week Zagreb 2022. 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Stand and display used to raise awareness and promote discussion on the new model funded by this project. Stand attended and viewed in person by>100 people.
Year(s) Of Engagement Activity 2022
URL https://www.stce.be/esww2022/
 
Description MAIRE+ model outreach day at Met Office 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact To mark the formal delivery of the MAIRE+ model to the Met Office. About 30 attendees from government (e.g. DfT) and industry (e.g. Rolls Royce) as well as agencies like CAA.
Year(s) Of Engagement Activity 2024
 
Description Poster paper at European Space Weather Week 2021: Nowcasting Solar Particle Events for the Aviation Radiation Environment Alex Hands, University of Surrey, UK The Probabilistic Solar Particle Event foRec 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Poster paper to a conference of practitioners in the field and also policy makers.
Year(s) Of Engagement Activity 2021
 
Description Presentation at European Space Weather Week 2021: The source and solar precursors of the energetic particle events of September 2017, Stephany Yardley 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Scientific presentation to academics, practitioners and policy makers.
Year(s) Of Engagement Activity 2021
 
Description Presentation to European Space Weather Week 2021 (Glasgow): Simulating the transport of high energy solar protons during historic GLE events Charlotte Waterfall, University of Central Lancashire, UK 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Scientific talk to professionals in the field and policy makers.
Year(s) Of Engagement Activity 2021
 
Description SWIMMR Symposium at Met Office (Seot 2021) 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Symposium open internationally to any interested party describing various space weather projects conducted within the SWIMMR set of space weather modelling projects.
Year(s) Of Engagement Activity 2021
 
Description Talk at SWIMMR Symposium Met Office 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Informing community of the new models available and holding direct discussion on model implementation at Met Office.
Year(s) Of Engagement Activity 2022
 
Description Talk on MAIRE+ model at European Space Weather Week Zagreb 2022. 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Conference talk to international audience to raise awareness of the new model which has been funded.
Year(s) Of Engagement Activity 2022
URL https://www.stce.be/esww2022/
 
Description UK Space Weather Conference 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation of three talks to the conference based on SWARM project.
Year(s) Of Engagement Activity 2019,2020,2021,2022,2023
 
Description US NOAA/SWPC First Aviation Space Weather Impact Workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Invited contribution to US NOAA workshop alongside Met Office. Manu US airlines attended and new the MAIRE+ model developed under this project was used in the examples and exercises.
Year(s) Of Engagement Activity 2022