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Open access

E‐CHAIM as a Model of Total Electron Content: Performance and Diagnostics

  •  18 October 2021

Key Points

  • E-CHAIM performs very well within the polar cap and auroral oval in the representation of TEC

  • E-CHAIM performance at sub-auroral latitudes is comparable to that of the IRI

  • Swarm and ionosonde observations show E-CHAIM error results from the combined effect of several model components: hmF2, NmF2, and HTop

Open access

Responses of the African and American Equatorial Ionization Anomaly (EIA) to 2014 Arctic SSW Events

  •  16 October 2021

Key Points

  • EIA crests locations expanded during 2014 arctic SSW event and the event weakened ionospheric irregularities

  • Reversal of stratospheric zonal mean wind direction supported reversed fountain effect

  • Ionospheric electrodynamics was higher over the American sector than over the African sector

Open access

The Relationship Between Upward Propagating Atmospheric Gravity Waves and Ionospheric Irregularities During Solar Minimum Periods

  •  14 October 2021

Key Points

  • Ionospheric irregularities are found to be strongest during post-midnight hours than pre-midnight hours in Asian and African-American longitudinal sectors

  • Upward propagating gravity waves (GWs) and ionospheric irregularities show three dominant peaks around Asian, African-American, and west Pacific sectors

  • GWs are derived from Sounding of the Atmosphere using Broadband Emission Radiometry satellite temperature measurements to assess the relationship between GWs and ionospheric irregularities

Open access

Ionospheric Storm Scale Index Based on High Time Resolution UPC‐IonSAT Global Ionospheric Maps (IsUG)

  •  14 October 2021

Key Points

  • The new ionospheric storm scale, IsUG, is presented

  • The IsUG is based on the high resolution and rapid UPC-IonSAT Global Ionosphere Maps (UQRG)

  • Statistical analysis is carried out on a global scale from 1997 to 2014 comparing well with the available raw GNSS data based I-scale index

Open access

The Impact of Assimilating Ionosphere and Thermosphere Observations on Neutral Temperature Improvement: Observing System Simulation Experiments Using EnKF

  •  13 October 2021

Key Points

  • The MIT vertical total electron content and Global-scale Observations of the Limb and Disk Tdisk are assimilated into the Thermosphere Ionosphere Electrodynamics General Circulation Model using ensemble Kalman Filter

  • Assimilating Tdisk contributes to temperature improvement in the lower thermosphere

  • The improvement can be further enhanced by simultaneously assimilating both observation types

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Augmenting Traditional Networks With Data Buys Can Support Science, as Well as Operations

  •  13 October 2021

Key Points

  • A data buy is where an entity purchases access to a set of data or a data stream, instead of operating the sensors themselves

  • Efficiency and cost are factors that drive this kind of data access over the more traditional methods of running a network

  • As data buys evolve, new solutions will need to be developed for public access to data archives that do not compromise operational integrity

Open access

Estimating the Geoelectric Field and Electric Power Transmission Line Voltage During a Geomagnetic Storm in Alberta, Canada Using Measured Magnetotelluric Impedance Data: The Influence of Three‐Dimensional Electrical Structures in the Lithosphere

  •  6 October 2021

Key Points

  • Measured impedances and a 1-D conductivity model are used separately to estimate geoelectric fields in Alberta during a geomagnetic storm

  • Differences are found when comparing the two methods which are linked to known geological variations in conductivity via forward modeling

  • Transmission lines in northern Alberta and lines oriented NW-SE in southern Alberta show the largest discrepancies in induced voltage

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Issue Information

  •  4 October 2021
Open access

Real‐Time Monitoring of Ionosphere VTEC Using Multi‐GNSS Carrier‐Phase Observations and B‐Splines

  •  25 September 2021

Key Points

  • A new real-time approach estimating simultaneously coefficients of the B-spline representation and biases of carrier-phases was introduced

  • Carrier-phase observations from GPS, GLONASS, and GALILEO were incorporated into an adaptive Kalman filter

  • Global Navigation Satellite Systems (GNSS) observations were obtained in Radio Technical Commission for Maritime Services format via the International GNSS Service real-time service

Open access

Drag‐Based CME Modeling With Heliospheric Images Incorporating Frontal Deformation: ELEvoHI 2.0

  •  22 September 2021

Key Points

  • The implementation of a deformable front based on ELlipse Evolution model based on heliospheric imagers for three different ambient solar winds models is presented

  • The parameters influencing the propagation of the coronal mass ejection are studied in detail

  • For all the three ambient solar wind models the deformable front provides better model results than the elliptical front

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Stratospheric X‐rays detected at mid‐latitudes with a miniaturized balloon‐borne microscintillator‐PiN diode system

  •  2 November 2021

Key Points

  • Energetic particles in the atmosphere have been observed with a "microscintillator" detector flown on a weather balloon

  • Low-energy ionizing radiation was unexpectedly observed in the stratosphere. Instrument retrieval and recalibration confirmed the findings

  • Detection of Bremsstrahlung X rays from a geomagnetic storm at unusually low latitudes is corroborated by spacecraft observations

Open access

Impacts of Different Causes on the Inter‐Hemispheric Asymmetry of Ionosphere‐Thermosphere System at Mid‐ and High‐Latitudes: GITM Simulations

  •  2 November 2021

Key Points

  • Solar irradiance in the solstices causes significant asymmetries in the ionosphere-thermosphere (I-T) quantities as examined in this study

  • Displacement between the geomagnetic and geographic coordinates produces a diurnal asymmetric variation in the I-T system

  • Magnetospheric forcing affects the I-T quantities especially the Joule heating, with stronger precipitation / electric field favoring more heating

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Machine learning for predicting the Bz magnetic field component from upstream in situ observations of solar coronal mass ejections

  •  2 November 2021

Key Points

  • We hypothesize that upstream in situ measurements are sufficient to predict Bz in solar coronal mass ejections

  • We present a predictive tool that forecasts the minimum of Bz in an ICME with a MAE of 3.12nT and a PCC of 0.71

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Solar flare X‐ray impacts on long subionospheric VLF paths

  •  29 October 2021

Key Points

  • Ground-based subionospheric VLF phase measurements of M- and X-class flare impacts are analysed on N-S and W-E propagation paths

  • Good agreement is found between the peak XL flux derived using VLF phase for M- and X- class flares and those measured by GOES

  • Regression analysis on the two paths shows the flux uncertainties increase in inverse proportion to the transmitter to receiver path length

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Observations of unusual daytime range spread F at middle latitude during the afternoon hours

  •  29 October 2021

Key Points

  • Extremely unusual daytime range spread F was reported at middle latitudes

  • Daytime range spread F occurred at the afternoon hours

  • TIDs/AGWs might play an important role in forming daytime range spread F

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Predicting CMEs using ELEvoHI with STEREO‐HI beacon data

  •  29 October 2021

Key Points

  • The viability of using the ELEvoHI model with lower-quality real-time data was studied

  • We find that using real-time data with ELEvoHI is possible, but CME prediction benefits significantly from improved data quality

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Climatological Statistics of Extreme Geomagnetic Fluctuations with Periods from 1 s to 60 min

  •  28 October 2021

Key Points

  • Occurrence rates of extreme geomagnetic fluctuations(dBh/dt) are mapped against magnetic local time, latitude, and season

  • The log frequency (or timescale) dependence of dBh/dt is well modelled by quadratic functions parameterised by geomagnetic latitude

  • Electric fields calculated at 3 UK sites peak at periods of 20 min at the 99.97th percentile but 0.5-2 min for 1/100-year events

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Evaluation of SaRIF high‐energy electron reconstructions and forecasts

  •  27 October 2021

Key Points

  • SaRIF provides forecasts and reconstructions of the high-energy (E urn:x-wiley:15427390:media:swe21221:swe21221-math-0003 ∼100 keV) electron flux across the radiation belts

  • Prediction efficiencies of 0.87 for reconstructions of urn:x-wiley:15427390:media:swe21221:swe21221-math-00042 MeV electrons at geostationary orbit

  • Prediction efficiencies of 0.78 for forecasts of urn:x-wiley:15427390:media:swe21221:swe21221-math-00052 MeV electrons 1 day ahead at geostationary orbit

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Empirical Modeling of Ionospheric Current using Empirical Orthogonal Function and Artificial Neural Network

  •  23 October 2021

Key Points

  • Sq current function obtained from SHA method is analyzed based on EOF analysis and ANN approach

  • Both EOF and ANN models describe large-scale dynamical features in the Sq current function

  • Sq current function exhibits annual and semiannual variations and is highly dependent on solar activity

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TEC map completion through a deep learning model: SNP‐GAN

  •  22 October 2021

Key Points

  • A novel spectrally normalized patch generative adversarial network (SNP-GAN) is adapted to achieve the end-to-end automatic completion of total electron content maps

  • The newly proposed deep learning model outperforms our previous model in terms of reconstruction accuracy, recovery of peak structures and computational efficiency

  • The deep learning methods can reconstruct not only large-scale structures included in the traditional complete total electron content maps, but also medium-scale structures that are lack in the traditional complete maps

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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

free access

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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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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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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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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Magnetohydrodynamic simulation of interplanetary propagation of multiple coronal mass ejections with internal magnetic flux rope (SUSANOO‐CME)

Key Points

  • A model to inject multiple CMEs into a 3-D MHD simulation of the inner heliosphere is developed
  • Halloween storms are simulated to test the arrival times and southward Bz of magnetic clouds
  • A complex time profile of the solar wind could be understood by the interaction of CMEs

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Generation of 100‐year geomagnetically induced current scenarios

Key Points

  • Extreme GICs are of major current interest

  • Detailed scenarios are needed to assess the risk posed by extreme GIC

  • This study provides a robust geophysical foundation for further engineering analyses

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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

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.

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.

free access

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

free access

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

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.

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.

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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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