Empirical characterization of equatorial geomagnetically induced currents (GICs) due to space electromagnetic perturbations / Farah Adilah Mohd. Kasran
Notice bibliographique
Résumé
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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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».