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Issue Information

  •  27 December 2021
Open access

High‐Latitude Electrodynamics Specified in SAMI3 Using AMPERE Field‐Aligned Currents

  •  22 December 2021

Key Points

  • Active Magnetosphere and Planetary Electrodynamics Response Experiment (AMPERE) field-aligned currents have been combined with the Sami3 is Also a Model of the Ionosphere (SAMI3) model to estimate the high-latitude potential

  • Independent validation of the new technique using satellite drifts and ground-based total electron content indicates good agreement overall

  • The SAMI3 model performs better in this case when using AMPERE-derived potentials than when using the empirical Weimer potential

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Ground GNSS Station Selection to Generate the Global Ionosphere Maps Using the Information Content

  •  19 December 2021

Key Points

  • The information content is introduced to quantitatively evaluate the variation of information before and after adding a measurement

  • A step-to-step iterative method based on the information content is used to select the stations to generate the Global Ionosphere Maps

  • The information contribution from GPS, GLONASS, GALILEO, and BEIDOU satellite constellations is preliminarily analyzed

Open access

Multi‐Instrument Investigation of the Impact of the Space Weather Events of 6–10 September 2017

  •  16 December 2021

Key Points

  • The X9.3/X8.7 flare induced peak vertical Total Electron Content increase of 7.9%/18.8% in Ascension Island/Kourou with rise time of 2/9 min

  • The total radio fade-out lasted from 30 to 90 min at the Hermanus and Sao Luis ionosondes during the flares

  • The risk level to critical ground infrastructures based on the Ground Induced Current hazard was very low at the low-latitude

Open access

Impacts of Auroral Precipitation on HF Propagation: A Hypothetical Over‐the‐Horizon Radar Case Study

  •  13 December 2021

Key Points

  • Auroral conditions associated with Auroral Electrojet index >100 nT substantially modify the coverage of a hypothetical over-the-horizon radar (OTHR) in northern UK

  • Enhanced auroral activity causes a significant variation in the coverage area of a northern UK OTHR system and an increase in overall maximum usable frequency

  • In instances of low background electron density, such as solar minimum winter, aurora may be the only available mode for OTHR operation

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Machine‐Learning Research in the Space Weather Journal: Prospects, Scope, and Limitations

  •  9 December 2021

Key Points

  • Manuscripts based on machine-learning techniques have significantly increased in Space Weather over the past few years

  • We discuss which manuscripts are within the journal's scope

  • We emphasize that papers focusing on a forecasting technique must present a substantial improvement and comparison over current techniques

Open access

Improved Neutral Density Predictions Through Machine Learning Enabled Exospheric Temperature Model

  •  8 December 2021

Key Points

  • We develop a nonlinear global model for exospheric temperature prediction called EXospheric TEMPeratures on a PoLyhedrAl gRid Machine Learned (EXTEMPLAR-ML)

  • We leverage principal component analysis to improve our understanding of the EXTEMPLAR-ML temperature formulation

  • EXTEMPLAR-ML shows increased accuracy relative to satellite observations across a majority of conditions, locations, and during geomagnetic storms

Open access

High‐Resolution 3‐D Imaging of Daytime Sporadic‐E Over Japan by Using GNSS TEC and Ionosondes

  •  7 December 2021

Key Points

  • High spatiotemporal resolution 3-D structures of daytime Es over Japan are reconstructed from ground-based Global Navigation Satellite System total electron content

  • Time-dependent empirical orthogonal functions based on ionosonde observations are used to vertically constrain the E region solution

  • For the first time, computerized ionospheric tomography with ground-based GNSS TEC is shown to reproduce the Es-layer altitude time variation

Open access

A Study of the Performances of Widely Used External Magnetic Field Models in the Outer Zone of the Earth's Radiation Belts by Comparing the Field Observations From Van Allen Probe‐A and the Model Estimations

  •  6 December 2021

Key Points

  • A steep plasma pressure slope is demonstrated to exist between LmIGRF ∼5.7 and 6.1 Re in the dawn, dusk and night sectors

  • The magnetic fields of some azimuthal currents and field-aligned currents are illustrated to be underestimated by the models

  • T03s and TA16_RBF outperformed the other models without limit on input-values, and T02 is equivalent to T03s when its input bias is matched

Open access

The Possible Role of Turbopause on Sporadic‐E Layer Formation at Middle and Low Latitudes

  •  3 December 2021

Key Points

  • Windshear Theory of sporadic-E (Es) formation is reexamined

  • Meteor radar and ionosonde observations show that Es can form at nonwindshear points

  • Simulation results show that Es formation can be affected by the turbopause

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Open access

A method to mitigate the effects of strong geomagnetic storm on GNSS precise point positioning

  •  6 January 2022

Key points

  • Strong geomagnetic storm can significantly degrade the performance of GNSS PPP

  • GF cycle slip detection observation shows close relationship to the ionospheric disturbance index ROTI

  • Positioning accuracy of GNSS PPP based on cycle slip threshold model is generally better than that of conventional PPP

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OSPREI: A Coupled Approach to Modeling CME‐Driven Space Weather with Automatically‐Generated, User‐Friendly Outputs

  •  5 January 2022

Key Points

  • OSPREI performs ensemble simulations of the Sun-to-Earth behavior of CMEs on time scales relevant for future forecasting

  • A standardized set of automatically-generated visualizations can provide essential information for forecasters in an intuitive manner

  • Mimicking a forecasting approach, we apply OSPREI to the 22 April 2021 CME to illustrate its capabilities

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Intense, long‐duration geomagnetically induced currents (GICs) caused by intense substorm clusters

  •  4 January 2022

Key Points

  • Geomagnetically induced currents urn:x-wiley:15427390:media:swe21261:swe21261-math-0004 A occur as long-duration clusters

  • Intense substorm clusters are most effective in causing such events

  • Statistical relationship between the two are investigated

Open access

Analysis of long‐term GIC measurements in transformers in Austria

  •  29 December 2021

Key Points

  • Measurements of GICs in power grid substation transformers have been carried out since September 2016 in Austria

  • We summarise the measurements until now and discuss data quality and sources of noise

  • A statistical analysis of GIC measurements, a comparison of simulation models for 2 storms and an attempt to a risk assessment is performed

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Sensitivity of ground magnetometer array elements for GIC applications I: Resolving spatial scales with the BEAR and CARISMA arrays

  •  29 December 2021

Key Points

  • Occurrence distributions of dBH/dt during two similar storms at two different ground magnetometer arrays are found to be log-normal

  • Two-point dBH/dt vector correlations between distant stations are lower within the auroral oval than at mid-latitudes

  • Magnetometers placed 200 km apart should provide required coverage of localized large dBH/dt events for GIC applications

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Development of a High‐Latitude Convection Model by Application of Machine Learning to SuperDARN observations

  •  23 December 2021

Key Points

  • Existing convection climatologies don't capture internal magnetospheric state

  • Machine learning techniques can be used to generate reasonably accurate convection models

  • A convection model generated with machine learning produces lower error than an existing model, which was generated by simple binning

Open access

Evidence from Galactic Cosmic Rays That the Sun Has Likely Entered A Secular Minimum in Solar Activity

  •  16 December 2021

Key Points

  • Trends observed in the modulation of GCRs suggest that the Sun might be in a secular minimum

  • The next two cycles will probably be weaker than average

  • Cycle 25 will be as weak as or weaker than cycle 24

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Revealing Novel Connections Between Space Weather and the Power Grid: Network Analysis of Ground‐Based Magnetometer and Geomagnetically Induced Currents (GIC) Measurements

  •  10 December 2021

Key Points

  • The connections between space weather and GICs are illuminated using network analysis with a newly released current dataset from power grid utilities

  • Deviations from average currents are 1.83 times more likely when there are deviations from average magnetic behavior

  • The magnetometer deviation most indicative of a current deviation is often not the closest to the current measurement site

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Ionospheric Disturbances Observed from a Single GPS Station in Hong Kong During the Passage of Super Typhoon Hato in 2017

  •  8 December 2021

Key Points

  • Total electron content above Hong Kong approximately doubled from 33.5 TEC unit to 62.0 TEC unit on the landfall day of Super Typhoon Hato

  • On landfall day, spatial gradient of TEC increased by about 50% and 200% in north-to-south and west-to-east directions, respectively

  • The significant ionospheric disturbances during the landfall period were in the west of the landfall area along the TC moving direction

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Data Assimilation of High‐Latitude Electric Fields: Extension of a Multi‐Resolution Gaussian Process Model (Lattice Kriging) to Vector Fields

  •  8 December 2021

Key Points

  • The multi-resolution Gaussian process model has been successfully adapted to assimilate electric fields from line-of-sight measurements

  • This method captures finer-scale variations in regional data than background models and decrease fitting errors with increasing resolutions

  • The multi-level basis functions enable the regional fine-scale modeling and achieve the best fitting performance with reduced computation

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International Reference Ionosphere 2016: From ionospheric climate to real‐time weather predictions

Key Points

  • New models for the F2 peak height hmF2 in IRI-2016
  • Development of the Real-Time International Reference Ionosphere (IRI)
  • Improved description of IRI ion composition at low and high solar activities

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The 10.7 cm solar radio flux (F10.7)

Key Points

  • To provide a source point for user information about the 10.cm solar radio flux
  • How it's measured and how accurate it is
  • Cautionary information about how it should be used

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The Challenge of Machine Learning in Space Weather: Nowcasting and Forecasting

Key Points

  • Machine learning (ML) has enabled advances in industrial applications; space weather researchers are adopting and adapting ML techniques
  • This introduction to machine learning concepts is tailored for the Space Weather community, but applicable to many other communities
  • This introduction describes forecasting opportunities in a gray-box paradigm that combines physics-based and machine learning approaches

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Measures of Model Performance Based On the Log Accuracy Ratio

Key Points

  • The median symmetric accuracy and symmetric signed percentage bias are introduced to address some drawbacks of current metrics
  • The spread of a multiplicative linear model can be robustly estimated using the log accuracy ratio
  • The properties of the median symmetric accuracy and the symmetric signed percentage bias are demonstrated on radiation belt examples

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Geomagnetically induced currents: Science, engineering, and applications readiness

Key Points

  • We provide a broad overview of the status of the GIC field
  • We utilize the Applications Readiness Levels (ARL) concept to quantify the maturity of our GIC-related modeling and applications
  • This paper is the high-level report of the NASA Living With a Star GIC Working Group findings

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A 21st Century View of the March 1989 Magnetic Storm

Key Points

  • The extreme space weather conditions in March 1989 were the result of successive CMEs
  • A secondary CME (resulting from a less intense flare) was the “trigger” for the extreme event
  • The Hydro-Québec system collapse occurred well before Dst reached its extreme value

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Midlatitude Plasma Bubbles Over China and Adjacent Areas During a Magnetic Storm on 8 September 2017

Key Points

  • Postsunset midlatitude plasma bubbles were observed over China and adjacent areas using GNSS TEC, Swarm Ne, and ionosonde data
  • The plasma bubbles were triggered by PPEF and TID in equatorial regions and extended along the magnetic field lines to 50°N (45.5 MLAT)
  • Plasma bubbles might reach an altitude of 6,600 km over the magnetic equator with the upper limit of upward drift speed being around 700 m/s

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Modeling geomagnetically induced currents

Key Points

  • GIC modeling can now include geomagnetic disturbance characteristics and Earth conductivity to calculate GIC throughout a power system
  • Inclusion of geomagnetic disturbance characteristics and 3-D Earth conductivity structure in GIC modeling is often limited by lack of data
  • GIC modeling has a high state of application readiness and is used for hazard assessments and real-time geomagnetic disturbance management

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Open access

Beating 1 Sievert: Optimal Radiation Shielding of Astronauts on a Mission to Mars

Key Points

  • Space missions to Mars should be scheduled to be launched during solar max

  • Optimal spacecraft shielding is ~30 g/cm2, which allows long-duration flights of ~4 years

  • Increase of shielding thickness beyond ~30 g/cm2 results in dose increase

Plain Language Summary

Space particle radiation is one of the main concerns in planning long-term human space missions. There are two main types of hazardous particle radiation: (a) solar energetic particles (SEP) originating from the Sun and (b) galactic cosmic rays (GCR) that come from the distant galaxies in space. Fluxes in particles of solar origin maximize during solar maximum when particles originating from the distant galaxies are more efficiently deflected from the solar system during times when the sun is active. Our calculations clearly demonstrate that the best time for launching a human space flight to Mars is during the solar maximum, as it is possible to shield from SEP particles. Our simulations show that an increase in shielding creates an increase in secondary radiation produced by the most energetic GCR, which results in a higher dose, introducing a limit to a mission duration. We estimate that a potential mission to Mars should not exceed approximately 4 years. This study shows that while space radiation imposes strict limitations and presents technological difficulties for the human mission to Mars, such a mission is still viable.

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A 21st Century View of the March 1989 Magnetic Storm

Key Points

  • The extreme space weather conditions in March 1989 were the result of successive CMEs
  • A secondary CME (resulting from a less intense flare) was the “trigger” for the extreme event
  • The Hydro-Québec system collapse occurred well before Dst reached its extreme value

Open access

The Great Storm of May 1921: An Exemplar of a Dangerous Space Weather Event

Key Points

  • A review of scientific papers, newspapers, and other reports is used to build a timeline of the great geomagnetic storm of May 1921
  • The first part of the storm created conditions that enabled later activity to cause some of the most severe geoelectric fields on record
  • This timeline adds to the knowledge we can use to develop the scenarios needed to plan mitigation of future severe space weather

Plain Language Summary

The severe space weather event of 13-16 May 1921 produced some spectacular technological impacts, in some cases causing destructive fires. It was characterized by extreme solar and geomagnetic variations, and spectacular aurora, recorded at many locations around the world. A wealth of information is available in scientific journals, newspapers, and other sources, enabling us to reconstruct the storm timeline. This shows that a series of major coronal mass ejections (CMEs) bombarded Earth in May 1921. The first pair may have prepared the way for latter intense activity, clearing density from the region between Sun and Earth, and energizing Earth's magnetosphere. Thus, a subsequent CME could travel more quickly and drive even more energy into the already active magnetosphere. This CME arrived late on 14 May, driving very intense activity early on 15 May, and leading to the spectacular technological effects. However, some effects, attributed at the time to space weather, were probably coincidental with the storm, and due to more prosaic faults. The timeline of the 1921 event, including the confusion caused by prosaic faults, can be used to construct scenarios for use today by those emergency managers planning how to reduce the adverse impacts of future space weather events.

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The Challenge of Machine Learning in Space Weather: Nowcasting and Forecasting

Key Points

  • Machine learning (ML) has enabled advances in industrial applications; space weather researchers are adopting and adapting ML techniques
  • This introduction to machine learning concepts is tailored for the Space Weather community, but applicable to many other communities
  • This introduction describes forecasting opportunities in a gray-box paradigm that combines physics-based and machine learning approaches

Plain Language Summary

In the last decade, machine learning has achieved unforeseen results in industrial applications. In particular, the combination of massive data sets and computing with specialized processors (graphics processing units, or GPUs) can perform as well or better than humans in tasks like image classification and game playing. Space weather is a discipline that lives between academia and industry, given the relevant physical effects on satellites and power grids in a variety of applications, and the field therefore stands to benefit from the advances made in industrial applications. Today, machine learning poses both a challenge and an opportunity for the space weather community. The challenge is that the current data science revolution has not been fully embraced, possibly because space physicists remain skeptical of the gains achievable with machine learning. If the community can master the relevant technical skills, they should be able to appreciate what is possible within a few years time and what is possible within a decade. The clearest opportunity lies in creating space weather forecasting models that can respond in real time and that are built on both physics predictions and on observed data.

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On the probability of occurrence of extreme space weather events

Key Points

  • Probability of a Carrington event occurring over next decade is ~12%

  • Space physics datasets often display a power-law distribution

  • Power-law distribution can be exploited to predict extreme events

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The 10.7 cm solar radio flux (F10.7)

Key Points

  • To provide a source point for user information about the 10.cm solar radio flux
  • How it's measured and how accurate it is
  • Cautionary information about how it should be used

Open access

Intensity and Impact of the New York Railroad Superstorm of May 1921

Key Points

  • The magnetic storm of May 1921 attained a maximum −Dst of 907 ± 132 nT
  • Low-latitude geomagnetic disturbance exhibited extreme local time asymmetry
  • Anecdotal evidence from impacts across New York State underscores importance of recent research on geomagnetically induced currents

Plain Language Summary

Historical records of ground-level geomagnetic disturbance are analyzed for the magnetic superstorm of May 1921. This storm was almost certainly driven by a series of interplanetary coronal mass ejections of plasma from an active region on the Sun. The May 1921 storm was one of the most intense ever recorded by ground-level magnetometers. It exhibited violent levels of geomagnetic disturbance, caused widespread interference to telephone and telegraph systems in New York City and State, and brought spectacular aurorae to the nighttime sky. Results inform modern projects for assessing and mitigating the effects of magnetic storms that might occur in the future.

Open access

Numerical Simulations of the Geospace Response to the Arrival of an Idealized Perfect Interplanetary Coronal Mass Ejection

Key Points

  • A “perfect” ICME arrival at Earth is simulated using the Space Weather Modeling Framework

  • Predicted surface dB/dt surpasses 30 nT/s above 45° latitude and 290 nT/s at local noon and 65° latitude

  • Simulated response surpasses that of historically recorded extreme events, advancing our understanding of a space weather worst-case scenario

Plain Language Summary

Space weather can induce strong currents through the power grid, damaging and disabling the network. Previous work produced idealized estimates of the worst-case-scenario space weather event and its impact on Earth. This study uses state-of-the-art computer models to further investigate the worst-case-scenario space weather storm and the effects on the Earth's surface. The rate of change of the magnetic field, a proxy for the induced current, is calculated. The previous work only considered the equatorial region; at mid and high latitudes, it is now found that the rate of change of the magnetic field can exceed the equatorial values by a factor of 10 or more. The latitude and longitude about the globe most strongly affected by such a storm is also investigated. This result exceeds values observed during historic extreme events, including the March 1989 event that brought down the Hydro-Québec power grid in eastern Canada.

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The May 1967 great storm and radio disruption event: Extreme space weather and extraordinary responses

Key Points

  • The 23-27 May 1967 event was a “Great” solar and geospace storm
  • First Air Force Solar Forecasting Unit partially mitigated the impacts of extreme solar radio bursts on U.S. military
  • The storm led to military recognition of space environment effects as an operational concern and helped establish a forecasting system

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On the Little‐Known Consequences of the 4 August 1972 Ultra‐Fast Coronal Mass Ejecta: Facts, Commentary, and Call to Action

Key Points

  • The 4 August 1972 flare, shock, and geomagnetic storm are components of a Carrington-class event
  • The event was associated with a nearly instantaneous, unintended detonation of dozens of sea mines near Hai Phong, North Vietnam
  • The entire series of events in August 1972 should be viewed as a grand challenge to current-day space weather models

Plain Language Summary

The extreme space weather events of early August 1972 had significant impact on the U.S. Navy, which have not been widely reported. These effects, long buried in the Vietnam War archives, add credence to the severity of the storm: a nearly instantaneous, unintended detonation of dozens of sea mines south of Hai Phong, North Vietnam on 4 August 1972. This event occurred near the end of the Vietnam War. The U.S. Navy attributed the dramatic event to magnetic perturbations of solar storms. In researching these events we determined that the widespread electric- and communication-grid disturbances that plagued North America and the disturbances in southeast Asia late on 4 August likely resulted from propagation of major eruptive activity from the Sun to the Earth. The activity fits the description of a Carrington-class storm minus the low-latitude aurora reported in 1859. We provide insight into the solar, geophysical, and military circumstances of this extraordinary situation. In our view this storm deserves a scientific revisit as a grand challenge for the space weather community, as it provides space-age terrestrial observations of what was likely a Carrington-class storm.

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