📣 Help Shape the Future of UKRI's Gateway to Research (GtR)

We're improving UKRI's Gateway to Research and are seeking your input! If you would be interested in being interviewed about the improvements we're making and to have your say about how we can make GtR more user-friendly, impactful, and effective for the Research and Innovation community, please email gateway@ukri.org.

SWIMMR Activities in Ground Effects (SAGE)

Lead Research Organisation: UNIVERSITY COLLEGE LONDON
Department Name: Mullard Space Science Laboratory

Abstract

Space weather is a recognised hazard to several critical UK national infrastructures, including the power, pipeline and rail networks, with the potential for substantial (multi-billion pound, many days) economic impact on society. In the context of the SWIMMR project N4 ('Ground Effects Forecasts'), the fundamental driver of impact to these infrastructures is the enhancement of the existing electric field in the ground (the ground electric field, or GEF) during geomagnetic storms, which results from space weather. This GEF acts like an 'unwanted' extra battery applied to an already electrically conducting circuit. The GEF is therefore the source of electrical currents and voltages at the Earth's surface that can upset safe and continued operation of systems such as power grids and their power transformers, and systems for pipeline corrosion avoidance and for railway signalling.

The overall aim of the SAGE project is therefore to be better at now-casting, and for the first time ever, forecasting the GEF in the UK. Flowing from this new capability, the project we propose will also impose this now/forecast GEF on mathematical models of the UK power, pipeline and rail networks. From this we will calculate where the risk points are in each system, under space weather, and how big the impacts might be during severe space weather. This will help government, industry and other stakeholders better understand and mitigate the effects of severe space weather in these key technologies. Such aims (now-casting and forecasting the GEF and quantifying the hazard to ground-based technologies) are fully in line with, and will be leading, in terms of internationally recognised goals in this area, for example as described by the World Meteorological Organisation and the United Nations.

To get to the point where we can propose this ambitious project, UK scientific capability has recently benefited from the NERC 2017 'Highlight Topic' project on 'Space Weather Impacts on Ground-based Systems' (SWIGS: www.geomag.bgs.ac.uk/research/SWIGS/home.html), led by the PI on this present proposal. SWIGS has had the aim of developing the science underpinning the ground effects of space weather, whilst also creating and developing infrastructure models such that space weather impact can be quantified. SWIGS has helped improve a space weather power grid model for the UK, led to the first space weather high pressure gas pipeline model for the country and has produced new insights into space weather impact on the UK rail network. SWIGS collaborators have also developed independent UK capability in physical and empirical modelling of ionospheric and magnetospheric magnetic fields, which drive the GEF, with solar wind input. These novel capabilities will be fully harnessed in the proposal described here.

The SAGE project team comprises internationally known scientists from British Antarctic Survey, British Geological Survey, Imperial College and Mullard Space Science Laboratory (University College London). The project collaborators seek to build on the achievements of the SWIGS team, by coupling several mathematical models constructed during the SWIGS project, representing different elements of the problem, as well as implementing novel forecasting ideas. This will provide an operational now-cast and forecast system in partnership with, and delivered by, Met Office.

This operational system will take measured or forecast solar wind data near the Earth and use these to estimate present and future GEF impacts on the power, pipeline and rail networks of the UK, up to 1 hour ahead. These results will be made available on a series of web displays on systems at the Met Office Space Weather Operations Centre and will be communicated to industry and the public.

Planned Impact

Space weather can significantly disrupt day-to-day activities by potentially damaging or tripping out power transformers, increasing corrosion in metal pipelines and causing faults on the railway network. Potential economic losses arising from extreme space weather, for example through blackouts, have been estimated at billions of dollars per day for the US. In the UK, the hazard ranks high on the National Risk Register.

Given the potential losses from severe space weather, SAGE will deliver economic and societal impact through Met Office to the electrical power transmission industry, the high pressure gas transmission industry and the rail industry. SAGE, through Met Office, will also deliver impact to government departments and agencies (e.g. GO-Science, BEIS, Cabinet Office) and international bodies concerned with space weather (e.g. WMO, UN, ESA). The outputs of SAGE will be delivered by the Met Office Space Weather Operations Centre (MOSWOC) and will include web displays of nowcasts and forecasts made by the SAGE system, backed by expert knowledge and advice.

Space weather is also a popular topic on social media and in print and broadcast reports. The project team's track record in space weather related outreach, therefore provides a strong base from which to organise outreach events in association with Met Office, and as required by Met Office. Our project is also intended to be synergistic with wider national and international developments, for example in respect of evolving government, industry, insurance company policy on hazards.

SAGE represents internationally leading science that will be of interest to academic colleagues worldwide. The operational aspects of the SAGE project will be of interest to space weather forecasting centres worldwide, including ESA (Europe) and NOAA (US).

Impacts from SAGE will be delivered through Met Office. SAGE has ten major deliverables

DN4.1 A report, based on outputs of NERC funded SWIGS project, that defines the proposed SAGE data streams, research models, operational requirements, code development and integration environment(s) and integrated model architectures

DN4.2 Construction of institute-operational prototype real-time, standalone magnetospheric-conductivity-grid/pipeline models and/or data products produced by these models

DN4.3 Delivery to MOSWOC of prototype real-time, standalone magnetospheric-conductivity-grid/pipeline models and/or data products produced by these models

DN4.4 An interim report on fieldwork activities and improvements in the UK Earth conductivity model

DN4.5 Construction of institute-operational prototype real-time, coupled magnetospheric-conductivity-grid/pipeline models and/or data products produced by these models

DN4.6 Verification of the operational coupled model at institutes (report)

DN4.7 Delivery to MOSWOC of prototype real-time, coupled magnetospheric-conductivity-grid/pipeline models and/or data products produced by these models

DN4.8 Final report on the improved UK conductivity model

DN4.9 Updated and delivered models at final version. Validation and testing of final integrated models at Met Office

DN4.10 Final report on the system - operational through MOSWOC - and reporting on research advances and activities undertaken to advance forecasting skill.

Publications

10 25 50
publication icon
Bakrania M (2022) Direct Evidence of Magnetic Reconnection Onset via the Tearing Instability in Frontiers in Astronomy and Space Sciences

publication icon
Bakrania M (2020) Using Dimensionality Reduction and Clustering Techniques to Classify Space Plasma Regimes in Frontiers in Astronomy and Space Sciences

publication icon
Coxon J (2023) Extreme Birkeland Currents Are More Likely During Geomagnetic Storms on the Dayside of the Earth in Journal of Geophysical Research: Space Physics

publication icon
French R (2021) Probing Current Sheet Instabilities from Flare Ribbon Dynamics in The Astrophysical Journal

publication icon
Garton T (2021) Machine Learning Applications to Kronian Magnetospheric Reconnection Classification in Frontiers in Astronomy and Space Sciences

 
Description Two new models that predict whether a geomagnetic storm is likely to occur and the likelihood of enhanced risk to the UK power network have been developed using machine learning techniques. These models give ~1 hour - 4 days notice of periods of enhanced risk and can be used in conjunction with other physical models to forecast damaging space weather events.
Exploitation Route Models will be adopted by the Met Office for use in the Space Weather Operation Centre (MOSWOC). Models are available on GitHub and may be made public for other space weather stakeholders to use.
Sectors Aerospace

Defence and Marine

Energy

Leisure Activities

including Sports

Recreation and Tourism

Transport

 
Description The models developed under this award are two machine-learning based models that predict the likelihood of rapid changes in the ground-level magnetic field in the UK and the likelihood of geomagnetic storms. These models are undergoing deployment at the Met Office Space Weather Operation Centre as part of the wider SAGE software/model packages. As yet, any further impact from this work cannot be ascertained.
First Year Of Impact 2023
Sector Other
Impact Types Policy & public services

 
Title SAGE MSSL Space Weather Forecasting Models 
Description Two models based on machine learning algorithms that forecast the likelihood of a geomagnetic storm within the next 4 days and the likelihood of large changes in the magnetic field being detected at the three BGS observatories. These models use upstream solar wind data provided by NASA/NOAA to provide a probabilistic forecast of storm occurrence and the change in the magnetic field breaching various different threshold values. These models have been verified using standard techniques and shown to have good predictive skill 
Type Of Material Technology assay or reagent 
Year Produced 2022 
Provided To Others? Yes  
Impact Tool will be deployed to the Met Office for use at the Space Weather Operation Centre 
 
Description Collaboration with A.W. Smith (Northumbria) 
Organisation Northumbria University
Department Department of Mathematics, Physics and Electrical Engineering
Country United Kingdom 
Sector Academic/University 
PI Contribution Leading on the research activity to develop new models
Collaborator Contribution Continuation of model development after partner moved from MSSL to Northumbria
Impact None so far
Start Year 2022
 
Description Collaboration with BGS 
Organisation British Geological Survey
Department Geomagnetism Group
Country United Kingdom 
Sector Public 
PI Contribution Analysis of ground-based magnetometer data. Analysis of real-time solar wind data. Development of forecasts of sudden storm commencements and large magnetic perturbations at UK magnetometer sites
Collaborator Contribution Provision of ground-based magnetometer data and archived real-time solar wind data. Development of modelling code
Impact Publications detailing impact of storm sudden commencements on large geomagnetic perturbations in the UK, forecasting of storm sudden commencements and forecasting of large magnetic perturbations. Development of forecasting tools for the UK Met Office
Start Year 2018
 
Description Collaboration with BGS 
Organisation Northumbria University
Department Department of Mathematics, Physics and Electrical Engineering
Country United Kingdom 
Sector Academic/University 
PI Contribution Analysis of ground-based magnetometer data. Analysis of real-time solar wind data. Development of forecasts of sudden storm commencements and large magnetic perturbations at UK magnetometer sites
Collaborator Contribution Provision of ground-based magnetometer data and archived real-time solar wind data. Development of modelling code
Impact Publications detailing impact of storm sudden commencements on large geomagnetic perturbations in the UK, forecasting of storm sudden commencements and forecasting of large magnetic perturbations. Development of forecasting tools for the UK Met Office
Start Year 2018
 
Description Collaboration with Prof. Craig Rodger 
Organisation University of Otago
Country New Zealand 
Sector Academic/University 
PI Contribution Provided data on substorm events and phases for study of radiation belts dynamics and radiation belt precipitation. Analysis of ground-based magnetic field data
Collaborator Contribution Data provision (GIC data from New Zealand) and relevant scientific discussion) Scientific input on use of data from the SAMPEX spacecraft
Impact Papers published by Walton et al. (2021), Rodger et al. (2022)
Start Year 2019
 
Description Collaboration with SSTL on D3S mission 
Organisation Surrey Satellite Technology Ltd
Country United Kingdom 
Sector Private 
PI Contribution Provided leadership on the selection of suitable instrumentation for a space weather mission based on nanosatellite platforms as part of an ESA study. Supported the down selection of various mission concepts. Supported writing to technical notes on mission concept
Collaborator Contribution Led the mission concepts design and analysis. Led the provision of technical notes and interfacing with ESA
Impact Technical Notes on nanosatellite space weather instrumentation; assessment of D3S measurement criteria; assessment and details of selected instruments
Start Year 2020
 
Description Careers interview for National Space Academy online material 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Interviewed at National Space Centre by National Space Academy as part of a programme to produce a set of online materials to tell school students about space careers
Year(s) Of Engagement Activity 2023
 
Description Interview for content for BBC Worldwide show (Greatest Show on Earth) 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Provided responses to email queries on the aurora occurrence and colour and space weather impacts at equinox. As of yet, the show has not been broadcast.
Year(s) Of Engagement Activity 2020
 
Description Interview for content for BBC show on the South Atlantic Anomaly 
Form Of Engagement Activity A broadcast e.g. TV/radio/film/podcast (other than news/press)
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Met with BBC researcher to discuss Earth's magnetic field and the impact of the South Atlantic Anomaly. Provided comments on rough cut of the show, including of the commentary track and some of the visualisation used. As yet, the show has not aired
Year(s) Of Engagement Activity 2020
 
Description Online talk as part of National Space Academy 'Take Over' week 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Talk to school students about space weather as part of National Space Academy 'Take Over' week. Talk was recorded and is available on YouTube. Talk has been viewed 188 times and has 4 'likes'.
Year(s) Of Engagement Activity 2021
URL https://www.youtube.com/watch?v=s7T5Zcr_oBI
 
Description Presentation to IoP group in Hatfield 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact ~100 people attended a lecture hosted by the IoP at University of Hertfordshire on the subject of space weather. Lecture included a question and answer session and further discussions after the lecture. Comments from the attendees included "Having attended our first IoP lecture this evening, I'd just like to say how much we enjoyed it. The speaker was excellent - such a good communicator of a very complex subject."
Year(s) Of Engagement Activity 2023
 
Description Talk and discussion on space careers as part of National Space Academy online meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Schools
Results and Impact Online talk on space research and engineering careers in university sector
Year(s) Of Engagement Activity 2022
 
Description Talk and stand at Farnborough Sixth Form College 'Moving On' day 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Talk on working in science and the impacts of space weather given to sixth form students. Stand in careers fair also provided. Discussed with students the opportunities for working in the space sector in the UK and how research translates to everyday impact
Year(s) Of Engagement Activity 2018,2022
 
Description Talk at BAA Winchester Weekend 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Talk given at the BAA Winchester Weekend and discussion with attendees before and after. Estimated around 100 attendees. Questions arose on solar terrestrial physics and SMILE, in particular how to improve the imaging undertaken by SXI
Year(s) Of Engagement Activity 2024
URL https://britastro.org/wp-content/uploads/2024/03/Winchester-Bios-Abstracts.pdf
 
Description Talk at Farnborough Sixth "Moving On Day" 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Schools
Results and Impact Talk to ~20 A-level students on the science of space weather and career opportunities in the field
Year(s) Of Engagement Activity 2023
 
Description Talk at Radio Society of Great Britain annual convention 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Talk and question & answer session with ~70 members of the Radio Society of Great Britain on Space Weather at their annual convention in Milton Keynes. Audience enjoyed the talk and it resulted in a number of requests to present similar materials to local radio clubs
Year(s) Of Engagement Activity 2017,2022
 
Description Talk to IoP group 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact Talk to IoP group on space weather and space plasma physics. Talk sparked a lively question and discussion session immediately afterwards and resulted in further discussion over emails.
Year(s) Of Engagement Activity 2022
 
Description Talk to Macclesfield Lit & Phil Society 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Public/other audiences
Results and Impact Online talk and q&a session with local literary and philosophy society on space weather. Feedback from organiser said "It was really good to hear such a clear and detailed account of how the aurora happens. Several of our guests said that they had found it a helpful approach to hard stuff."
Year(s) Of Engagement Activity 2020
 
Description Talk to school groups 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Schools
Results and Impact Talk given at school on the subject area of space plasma physics and space weather. Talk was given in person and the school and broadcast live to partner schools
Year(s) Of Engagement Activity 2022