Empirical characterization of equatorial geomagnetically induced currents (GICs) due to space electromagnetic perturbations / Farah Adilah Mohd. Kasran
Bibliographic record
Abstract
Geomagnetically induced currents (GICs) is the ground end effect manifested by the space electromagnetic perturbations. It is potentially harmful to the ground surface infrastructures and most of the attention has been focused on the power network failures. Previous report has revealed that the strong space electromagnetic perturbations in March 1989 has led to the power network failure driven by GIC in Canada, leaving the people in black out for 12 hours. Typically, GIC is a special concern in high latitude region during a strong geomagnetic storm since its effects are the most intense and most frequent in this region, whereas in low latitude region, especially in equatorial region, less GIC investigation has been conducted due to the lack of awareness. However, the destructive of transformer of low latitude region in 2002, has provided the evidence that the space electromagnetic effect in this region shouldn't be neglected. Here, in order to address the gap, the study intends: 1) to characterize the ground magnetic variations and the time derivative of magnetic field, dB/dt in function to different latitudes associated with the space weather events, 2) to identify the Earth's current systems that influence the ground induced current in equatorial regions, and 3) to produce an empirical characterization of equatorial time derivative of magnetic field dB/dt as GIC indicator. Firstly, the analysis on the highest value of dB/dt has been performed during the most severe geomagnetic storms from 2000 until 2015 in equatorial stations. Results show that higher number of strong dB/dt value in this region occurred during initial geomagnetic storm phase with 62% compared to other geomagnetic storm phases. The results also deduced that higher number of strong equatorial dB/dt happened during local noon and it has a strong correlation with the solar wind dynamic pressure, Pdyn. By taking those parameters into consideration, the study on the equatorial dB/dt was then focused on the specific space event, which is socalled storm commencement (SC) event. The current discrimination has been performed in order to identify the dominant current (i.e. magnetospheric or ionospheric current) that led to intense GIC value during the SC events from 2008 until 2015 at three equatorial stations in American, African and Asian sectors. After performing the correlation coefficient analysis, the obtained results suggest three main findings which are 1) the ionospheric current is dominant in American region with r=0.96, 2) the magnetospheric current is higher than the ionospheric current in African region with r=0.87 and 3) the dB/dt value in Asian station is highly controlled by global magnetic index, SYMH with r=0.9. These different characteristics are influenced by the different strength of Cowling conductivity at each sector, which acts as the ionospheric current intensification, along the day side dip equator or known as equatorial electrojet (EEJ). The amplification of EEJ current is clearly observed in American and African sectors since the stations located near to dip equator. However, for the Asian sector where the station is apart from 0°, less ionospheric current, intensified by the Cowling effect. Thus, the GIC activity at this station was considerably depending on the global effect of geomagnetic activity. In overall, the GIC activity in equatorial could be categorized into two 1) for the stations located within the dip equator, the GIC value is highly controlled by the local current systems, and 2) for the equatorial station that located far away from 0°, the GIC value is greatly influenced by the global magnetic index.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".