MétaCan
Menu
Retour à la cohorte
Enregistrement W3045734316

GGOS Focus Area on Geodetic Space Weather Research

2018· article· en· W3045734316 sur OpenAlexaboutno aff
Michael Schmidt

Notice bibliographique

RevueVBN Forskningsportal (Aalborg Universitet) · 2018
Typearticle
Langueen
DomaineEarth and Planetary Sciences
ThématiqueGeophysics and Gravity Measurements
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésGeodetic datumFocus (optics)Space (punctuation)MeteorologyGeodesyComputer scienceGeologyGeographyPhysicsOperating system
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Space weather means today an independent, very up-to-date and interdisciplinary field of research. It describes physical processes in space mainly caused by the Sun’s radiation of energy. The manifestations of space weather are multiple, for instance, variations of the Earth’s magnetic field, polar lights in the northern and southern hemisphere, variations of the upper atmosphere with the compartments magnetosphere, ionosphere and thermosphere (MIT system) (due to coupling processes), solar wind, i.e. the permanent emission of electrons and photons, interplanetary magnetic field, electric currents. The interplanetary magnetic field (IMF) is the component of the solar magnetic field that is dragged out from the solar corona by the solar wind flow. The most extreme known space weather event happened on September 1, 1859 – the Carrington storm: a solar coronal mass ejection (CME) hit the Earth’s magnetosphere and induced the largest registered geomagnetic storm. Other prominent recent, but much weaker events have been the Halloween storm on October 28 – 30, 2003, or the St. Patrick’s storm on March 17, 2015. In early February 2022, the poor understanding of thermospheric neutral density changes, caused by unexpected magnetic storms, resulted in the accidental re-entry of 38 Starlink satellites with the cost of more than 10 million EUR. More than 900,000 small debris objects with a radius of at least 1 cm are currently orbiting uncontrolled in the upper atmosphere, which are potential treats to operational satellites. The strength of these events, their impacts on modern society and the possibility of much stronger future events have brought several countries such as US, UK, Japan, Canada, and China to recognize the necessity of studying these impacts scientifically, of developing protection strategies and procedures and to establish space weather data centers and space weather services. Because of these activities the FA-GSWR was initiated. For a long time, geodesists looked at the ionosphere just as a disturbing factor, whose impacts on electromagnetic signal propagation, i.e. the signal delay and the bending of the ray path, have to be corrected by applying ionospheric correction models of sufficient accuracy. On the other hand, as already mentioned before, the observation data of various geodetic measurement techniques that are influenced by the atmosphere in different ways provide valuable information on state and dynamics of the ionosphere. These are of great interest also for other disciplines such as meteorology. The following statements summarize the necessity of geodesy to cover scientific research on the coupled processes within the magnetosphere, ionosphere/plasmasphere, and thermosphere (MIT): Geodesy has to deal with the ionosphere and plasmasphere, since the measurements of almost all space-geodetic observation techniques are depending on the charging state of the upper atmosphere, i.e. the ionosphere and plasmasphere, to deal with the thermosphere, since the thermospheric drag is the most important deceleration effect on Low-Earth Orbiting (LEO) satellites and objects in the re-entry stage, to deal with the magnetosphere as it comprises the ionosphere, plasmasphere and thermosphere, a long history and large experience in the development and application of sophisticated analysis techniques and modelling approaches. Today, for Geodetic Space Weather Research geodesy has to go another step forward by introducing physics. To be more specific, we must consider the complete chain of cause and effect. This means the research has to start with processes and events on the Sun. Next, it has to continue with the effects in the near-Earth space and finally it has to consider the impact on (geodetic) applications and systems. Besides this general chain of cause-and-effect interactions, physics and especially the coupled processes within the MIT system have to be regarded. Geodetic Space Weather Research is fundamental research, too, particularly when intending to detect and to survey structures of the ionosphere, e.g. bubbles, or when studying special phenomena like electro-jets. Summarizing, geodetic space weather research has to be based on the use and combination of all space geodetic observation methods, the use of Sun observations, real-time modelling, the development of deterministic and stochastic forecast approaches including Machine Learning (ML) algorithms, assimilation strategies.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni 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.

score de la tête « metaresearch » (Codex)0,002
score de la tête « metaresearch » (Gemma)0,003
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Autre · Signal consensuel: Autre
Score de désaccord entre enseignants0,254
Score d'incertitude au seuil0,848

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0020,003
Méta-épidémiologie (sens strict)0,0020,000
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0030,005
Études des sciences et des technologies0,0010,001
Communication savante0,0060,004
Science ouverte0,0010,004
Intégrité de la recherche0,0020,002
Charge utile insuffisante (le modèle a refusé de juger)0,2540,214

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.

Tête enseignante Opus0,046
Tête enseignante GPT0,249
Écart entre enseignants0,203 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSans objet
Domainenon disponible
GenreAutre

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2018
Routes d'admission1
Résumé présentoui

Explorer davantage

Même revueVBN Forskningsportal (Aalborg Universitet)Même sujetGeophysics and Gravity MeasurementsTravaux en français237 207