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Record W2019262376 · doi:10.4043/18415-ms

Hurricanes Ivan, Katrina, and Rita:Phenomenal Activity or Signs of Things To Come?

2006· article· en· W2019262376 on OpenAlexaff
Cerian Hebert

Bibliographic record

VenueOffshore Technology Conference · 2006
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicTropical and Extratropical Cyclones Research
Canadian institutionsImpact
Fundersnot available
KeywordsHurricane katrinaNatural disasterGeographyMeteorology

Abstract

fetched live from OpenAlex

Abstract For most of the last three decades, the northern Gulf of Mexico has remained relatively free of large and powerful hurricanes. Basically, the tropical waters were relatively cool from 1970-1994. But in 1995, the pattern changed, and the Atlantic Basin heated up in more ways than one. Hurricanes have become more numerous and more powerful in recent years. A normal hurricane season would have 10 named storms, 6 of which would become hurricanes and two of those major hurricanes. There were 15 named storms in 2004, including 9 hurricanes and 6 major hurricanes. The 2005 season broke almost every record for activity with 27 named storms, 15 hurricanes, and 7 major hurricanes. The outlook for 2006 and beyond is not good. The recent pattern of significantly increased activity may well persist for decades. It's just a matter of time before another large and powerful hurricane impacts the northwest Gulf of Mexico. Introduction The 2004 hurricane season marked a significant upswing in major hurricane activity in the Gulf of Mexico. Massive Hurricane Ivan tracked across the central Gulf of Mexico in mid September. Ivan's winds of 135 to 150 mph generated some very large waves. Buoy 42040 located 64nm south of Dauphin Island, AL recorded significant waves as high as 50- 60 feet, and maximum waves were estimated to be in the 80 to 90 foot range. These waves wrought havoc on platforms off the southeast Louisiana coast, however it wasn't so much the intensity of Ivan's core as much as the great expanse of hurricane-force winds which produced such large waves. Figure 1: Buoy Locations in Northwest Gulf (available in fullpaper) As Ivan plowed through the drilling and production areas off the southeast Louisiana coast, its winds had dropped considerably, down to a Category 3 on the Saffir-Simpson scale. Theoretically, a Category 3 hurricane shouldn't have caused so much damage. Clearly, the Saffir-Simpson scale was not the best measurement of how potentially damaging a hurricane like Ivan might be because Ivan was no ‘normal’ Category 3 hurricane - its hurricane-force winds extended 100 or more miles from its center. It had been many years since such a large hurricane had impacted the waters of the northern Gulf of Mexico. Climatologically, hurricanes as large as Ivan are rare in the central and northern Gulf of Mexico, occurring perhaps once every few decades or longer. So it was generally thought to be unlikely that the 2005 hurricane season would be as active as far as the Gulf of Mexico was concerned. Such thoughts turned out to be quite wrong. 2005 Hurricane Season By all measurements, the 2005 hurricane season was the most active in recorded history, which extends more than 150 years into the past. With a total of 27 named storms, including fifteen hurricanes, seven major hurricanes, and four category 5 hurricanes, the 2005 hurricane season will be longremembered as the most destructive season on record, both offshore and inland across the northern Gulf of Mexico.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0030.003
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.017
GPT teacher head0.242
Teacher spread0.225 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations1
Published2006
Admission routes1
Has abstractyes

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