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Record W2184926912

Investigation of Scintillation Characteristics for High Latitude Phenomena

2008· article· en· W2184926912 on OpenAlexaboutno aff
S. Skone, Feng Mao, F. Ghafoori, Rajesh Tiwari

Bibliographic record

VenueProceedings of the 21st International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2008) · 2008
Typearticle
Languageen
FieldPhysics and Astronomy
TopicIonosphere and magnetosphere dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsScintillationInterplanetary scintillationIonosphereGlobal Positioning SystemGNSS applicationsLatitudeRemote sensingTECSatelliteGeologyEnvironmental scienceGeographyGeodesyPhysicsGeophysicsAstronomySolar windOpticsComputer scienceDetectorCoronal mass ejectionTelecommunications
DOInot available

Abstract

fetched live from OpenAlex

High latitude irregularities in electron density have dimensions of meters to kilometers and can cause severe scintillation effects for GNSS signals traveling through this region of the ionosphere. Extreme scintillation effects, and associated degradation or loss of navigation capabilities, have been observed in North America for severe events. Auroral scintillation has been studied for decades, with typically strong phase scintillation and weak amplitude scintillation observed at high latitudes due to the precipitating electrons. Auroral scintillation is most commonly observed at nightside local times. Since 2003 the University of Calgary has operated a number of specialized GPS receivers in Canada for ionosphere monitoring - as part of the CANGIM (CANadian GPS Network for Ionosphere Monitoring). These receivers are modified dual-frequency survey-grade NovAtel Euro4 receivers, with specialized firmware capable of deriving phase and amplitude scintillation information. These data have been collected at three sites in western Canada over the past five years. These sites are located at similar longitudes and over a range of latitudes spanning the sub-auroral region into the polar cap. Observations from the three stations allow latitude profiling of the spatial extent of scintillation effects. In this paper, we investigate nightside auroral scintillation using the extensive CANGIM GPS data set. Scintillation events throughout the years 2003-2007 are identified. In order to better understand the nature of these effects, the CANGIM data are also augmented with observations from spaceborne GPS receivers. GPS observations from the CHAMP satellite are used to infer the presence of ionospheric irregularities at various altitudes. For an occulting GPS satellite, the line-of-sight to the low-Earth orbiter (LEO) successively passes though horizontal layers at different altitudes. Times series of such observations can therefore reflect the presence of smallscale electron density variations in a given height range if rapid random phase variations are observed. When considered in conjunction with the ground-based scintillation measurements in Canada, local LEO observations are therefore used to determine the vertical extent of irregularities. The nature of physical processes leading to formation of these irregularities (and associated scintillation effects) is then determined. Results are applicable to the development of physics-based scintillation simulations - which are used to assess GNSS receiver tracking performance.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.204
Threshold uncertainty score0.474

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.015
GPT teacher head0.237
Teacher spread0.222 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations30
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueProceedings of the 21st International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2008)Same topicIonosphere and magnetosphere dynamicsFrench-language works237,207