Space Weather Instrumentation, Measurement, Modelling and Risk: Thermosphere (SWIMMR-T)

Lead Research Organisation: British Antarctic Survey
Department Name: Science Programmes

Abstract

Space debris is emerging as a key problem with the potential to cause major socio-economic impacts. It is currently estimated that there are over 900,000 pieces of debris greater than 1 cm orbiting the Earth. Collisions with such objects can destroy satellite instruments, subsystems and even the satellite itself. On average the United States Strategic Command issue ~900 Conjunction Data Messages (providing expected miss distance, estimated probability of collision, time of closest approach, and closest approach relative position and velocity) to users every day.

The European Space Agency currently estimates that the economic loss to European satellite operators from collisions and unnecessary avoidance manoeuvres is in excess of £200 million per year. Moreover, with the number of objects (> 1 cm) increasing by ~70,000 per year, collisions will inevitably increase and if the debris reaches a critical density, an uncontrolled collision cascade known as the Kessler Syndrome is likely to occur. This has the potential to limit use of LEO and to increase concerns for the safety of all spaceflight. As such, there are two primary concerns: the sustainability of space activities over the longer-term, and the safety of spaceflight over the shorter-term. Therefore it is essential not only to reduce the number of debris objects in LEO, but also to improve the accuracy in predictions of near misses and to enable timely and efficient planning of collision avoidance manoeuvres. However, a major problem is that current orbit modelling and prediction is insufficiently accurate because of the time varying drag effect of the upper atmosphere on satellites.

The dominant unknown in orbital trajectory predictions of LEO objects is the density of the upper atmosphere (thermosphere), which exerts a time and location dependent drag. Given that the thermospheric density can vary by 80% diurnally and by 250% during a solar storm this is a major modelling challenge. Contemporary models used to forecast orbit trajectories are empirical and can result in large uncertainties corresponding to positional errors of kilometres after just one day. These inaccuracies result in unnecessary satellite avoidance manoeuvres at great cost to satellite operators.

In order to better predict orbital conjunctions a fully coupled (neutral and ionized) model of the lower and upper atmosphere is required into which a broad range of measurement data can be assimilated using novel mathematical techniques. This approach will provide a complete and accurate picture of the ionosphere and thermosphere.

Our programme seeks to secure a step-change in the Met Office's (and more broadly the UK's) ability to specify and forecast the thermosphere. To achieve our objectives, we will leverage background IP from previous NERC, EPSRC, UKSA, ESA and Dstl grants and contracts and explore new techniques. In the case of the leveraged IP we expect that all models will be at TRL 6 by the grant end and new research will be on a best efforts basis. We will achieve our objectives by benefitting from a four-institution consortium of some of the country's principal experts.

The majority of the programme will focus on environmental models, but while doing this we will maintain an awareness of the applications for these models, satellite operators.

Planned Impact

The proposed research programme will make economic, societal, and academic impacts through a number of paths.

Economy
The UK space industry is an important national asset and benefits our economy in many ways. The UK space industry is worth approximately £12B and has been growing by an average of 8.6% year-on-year since 2010. The UK Space Innovation and Growth Strategy has a target of achieving 10% of the global space market, which is estimated to be £40
billion by 2030. For these reasons and others relating to severe space weather events, the government took a decision to stand up MOSWOC in 2014 to mitigate the impact of space weather on the economy. Our programme will make a substantial contribution to that mitigation.

Society
Amongst others we have identified the impact of collisions in LEO in terms of the long-term sustainability of space activities and the safety of spaceflight over the shorter-term. Each of these will increasingly become part of programmes to minimise climate change and maintaining their performance through SWIMMR-T will be an important facet of that provision.

A further beneficiary is the UK MoD where this project will support the UK's security needs.

The proposed research will contribute to the Space Situational Awareness advice provided to the UK government with regards extreme space weather impacts. The PI and one of the Co-I's (Professor Cannon) are members of the Government's Space Environment Impacts Expert Group (SEIEG) and Professor Cannon regularly advises Government in the context of extreme space weather. Professor Hugh Lewis represents the UK Space Agency on the Inter-Agency Space Debris Coordination Committee (IADC) and is the UK's representative to the United Nations Committee on the Peaceful Uses of Outer Space (COPUOS) Expert Group on "Space Debris, Space Operations and Tools to Support Collaborative Space Situational Awareness"

Knowledge/Training/Dissemination
A University of Birmingham funded studentship will start in 2020 that will run alongside the proposed work. It is our intention to initiate a further studentship in 2021.

Journal and conference papers will be a major output from each WP as means to transfer the knowledge to the academic community.

The consortium already embraces academic, industrial, government and overseas collaboration (e.g. the US-DoD Air Force Research Laboratory and Naval Research Laboratory).
 
Title Dominant spatial and temporal patterns of horizontal ionospheric plasma velocity variation covering the northern polar region, for the month of February 2001 
Description We present a reanalysis of SuperDARN plasma velocity measurements, using the method of data-interpolating Empirical Orthogonal Functions (EOFs). The northern polar region's radar-measured line of sight Doppler velocities are binned in an equal-area grid (areas of approximately 110,000km2) in quasi-dipole latitude and quasi-dipole magnetic local time (MLT). Within this spatial grid, which extends to 30 degrees colatitude, the plasma velocity is given in terms of cardinal north and east vector components (in the quasi-dipole coordinate frame), with the median of every SuperDARN measurement in the spatial bin taken every 5 minutes. These sparse binned data are infilled to provide a measurement at every spatial and temporal location via EOF analysis, ultimately comprising a reanalysis spanning the month of February 2001. This resource provides a convenient method of using SuperDARN data without its usual extreme sparseness, for studies of ionospheric electrodynamics. The reanalysis is provided in sets of orthogonal modes of variability (spatial and temporal patterns), along with the timestamps of each epoch, and the spatial coordinate information of all bin locations. We also provide the temporal mean of the data in each spatial bin, which is removed prior to the EOF analysis. Funding was provided by NERC standard grants NE/N01099X/1 (THeMES) and NE/V002732/1 (SWIMMR-T). 
Type Of Material Database/Collection of data 
Year Produced 2021 
Provided To Others? Yes  
Impact It formed the basis of a reanalysis for a full 12 years of data 
URL https://data.bas.ac.uk/full-record.php?id=GB/NERC/BAS/PDC/01473
 
Title Dominant spatial and temporal patterns of horizontal ionospheric plasma velocity variation covering the northern polar region, from 1997.0 to 2009.0 - VERSION 2.0 
Description We present a concurrent series of 144 monthly reanalyses of Super Dual Auroral Radar Network (SuperDARN) plasma velocity measurements, using the method of data-interpolating Empirical Orthogonal Functions (EOFs). For each monthly reanalysis, the 5-minute median values of the northern polar region's radar-measured line-of-sight Doppler plasma velocities are binned in an equal-area grid defined in quasi-dipole latitude and quasi-dipole magnetic local time (MLT). The grid cells each have an area of approximately 110,000km2, and the grid extends to 30 degrees colatitude. Within this spatial grid, the sparse binned data are infilled to provide a measurement at every spatial and temporal location via two different EOF analysis models: one tailored to instances of low data coverage, the other tailored to higher data coverage. These two models each comprise 144 monthly sets of orthogonal modes of variability (spatial and temporal patterns), along with the timestamps of each epoch, and the spatial coordinate information of all bin locations. A companion dataset determines which of the two models should be chosen in each location for each month, in order to ensure the best accuracy of the infill solution. We also provide the temporal mean of the data in each spatial bin, which is removed prior to the EOF analysis. Collectively, the reanalysis delivers the SuperDARN data in terms of cardinal north and east vector components (in the quasi-dipole coordinate frame), without its usual extreme sparseness, for studies of ionospheric electrodynamics for the period 1997.0 to 2009.0. Funding was provided by NERC Standard grant NE/N01099X/1, titled 'Thermospheric Heating Modes and Effects on Satellites' (THeMES) and the NERC grant NE/V002732/1, titled 'Space Weather Instrumentation, Measurement, Modelling, and Risk: Thermosphere' (SWIMMR-T). 
Type Of Material Database/Collection of data 
Year Produced 2022 
Provided To Others? Yes  
Impact It has been used to develop a forecast model under the SWIMMR-T project 
URL https://data.bas.ac.uk/full-record.php?id=GB/NERC/BAS/PDC/01630
 
Title Reanalysis of SuperDARN radar line-of-sight velocities 
Description SuperDARN HF coherent radar plasma line-of-sight velocities 1997 - 2008 at 5-minute cadence. Empirical Orthogonal Function analysis has been used to analyse the velocity data into modes, and to infill missing data. 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? No  
Impact It has been adopted as a key model to use in the SWIMMR-T project, and to continue to develop for forecasting purposes in the TIE GCM model 
URL https://data.bas.ac.uk/full-record.php?id=GB/NERC/BAS/PDC/01630
 
Description Movie for European Space Weather Week 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact An online presentation for anyone attending the conference to view over several weeks. This was made into a movie that ran on a loop in the main poster hall.
Year(s) Of Engagement Activity 2022
URL https://www.stce.be/esww2022/program/program.php
 
Description National Astronomy Meeting poster 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact My work presented in a poster session
Year(s) Of Engagement Activity 2022
URL https://nam2022.org/
 
Description Talk at SWIMMR Symposium 
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 Annual workshop for the UK's SWIMMR-T (Space Weather Instrumentation, Measurement, Modelling and Risk - Thermosphere) project, a multi-million-pound project during 2020-2024 to operationalise UK space weather modelling and forecasting.
Year(s) Of Engagement Activity 2022
URL https://hopin.com/events/the-2022-swimmr-symposium
 
Description Zoom talk ESWW 2021 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact European Space Weather week 2021. I had a 'poster' presentation at this conference which is attended by a mix of academic researchers, people from industry and possibly government departments.
Year(s) Of Engagement Activity 2021
URL http://esww17.iopconfs.org/1074015
 
Description Zoom talk SWIMMR symposium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact SWIMMR Symposium 2021. Present were the academic researchers for the SWIMMR project, but there will have been some broader interest from the Met Office, industry and government departments.
Year(s) Of Engagement Activity 2021
URL https://youtube.com/playlist?list=PLyLeQN0tRck0nZsjciAh6Rg8C6PK9AAsV