Airborne Doppler Observations of a Cold Front in the Vicinity of Vancouver Island*
Bibliographic record
Abstract
This study uses airborne Doppler radar and flight-level measurements from the Coastal Observations and Simulations with Topography experiment to examine the detailed mesoscale structure of an oceanic cold front upstream of Vancouver Island on 13 December 1993. These aircraft observations show that there were dramatic differences in frontal structure and movement between nearshore and offshore regions, presumably due to the effects of blocking by the terrain. The aircraft observations are considered in two parts, since the behavior of the front evolved over the flight period. During the early and middle portion of the flight, the low-level flow east of the front was out of the south-southeast in the nearshore region, rather than southerly as found farther offshore. The nearshore segment of the front was oriented south–north and appeared to be stationary. The zone of orographic influence was found to extend to a region ∼20 km offshore and confined primarily to the lowest 1.5 km (MSL). In distinct contrast to the nearshore segment, the offshore segment of the front was oriented southwest–northeast and retrograded slowly northwestward. It exhibited more deep inflow and its associated slope was less steep. During the latter part of the flight, the offshore portion of the front moved eastward as is more typical of a cold front. Meanwhile, the nearshore segment of the front remained virtually stationary, and thus a significant distortion developed in the front. This distortion featured a local minimum in low-level convergence along the front and, hence, also reduced precipitation rates. The structure and evolution of this front was related to the interactions between synoptic, orographic, and boundary layer effects. The low-level portion of the front did not resemble a classic gravity current in its structure or propagation. The frontal updraft at low levels appeared to be less due to the cooler air behind the front undercutting the warmer air, but rather more due to Ekman pumping, that is, frictional convergence, associated with the cyclonic vorticity concentrated at the front.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.008 | 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 teacher head, 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".