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Record W4221048014 · doi:10.11575/sppp.v15i1.72626

Canadian Arctic Marine Transportation Issues, Opportunities and Challenges

2021· article· en· W4221048014 on OpenAlexaboutno aff
Frédèric Lasserre, Kristin Bartenstein

Bibliographic record

VenueRePEc: Research Papers in Economics · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsArcticMarine transportationThe arcticOceanographyEnvironmental planningGeographyEnvironmental scienceEngineeringTransport engineeringGeology

Abstract

fetched live from OpenAlex

Melting sea ice Although ice will always be present in the Arctic in winter, global warming induces a steady decline of the extent of sea ice and a rapid decrease in the share of multi-year ice, giving way to younger, thinner sea ice and giving credit to modelled scenarios of ice-free summers during the 21st century. However, ice remains a hazard and an impediment to navigation. Thinner and more fragmented ice moves faster and in patterns that are difficult to predict. It also seems more prone to building compression ridges. Ice arches preventing hard multi-year ice of the Arctic Ocean basin from penetrating into the Canadian Archipelago are weakening. In Baffin Bay, accelerated iceberg calving from Greenland is likely to increase the number of growlers, which pose a serious risk for navigation. From this emerges a nuanced picture of shipping conditions in the Canadian Arctic. Expanding commercial shipping Shipping in the Canadian Arctic is mainly driven by fishing, mining activities and community resupply, while transit shipping remains marginal. Fishing, mostly carried out by vessels based in Newfoundland and still less developed than in Greenland, is gradually moving north to Baffin Bay. As extraction sites are opening up, mining generates heavy traffic, in terms of both voyages and tonnage. Inland mining sites, faced with complex and costly land transportation due to melting permafrost, may further drive marine transportation. However, fluctuating world prices for commodities, not the extent of sea ice, are the main driver – or constraint – of mining activities. Community resupply is expanding as well, but strategies pursued by the four shipping companies involved differ. MTS took over from bankrupt NTCL in 2016 with a more limited service. Coastal Shipping Ltd, Desgagnés and NEAS all expanded westwards and opted for larger, heavier vessels without, however, expanding frequency of service. Regulatory framework Canada’s regulatory framework on Arctic was overhauled in 2018 to incorporate the Polar Code and modernize the regime. As IMO negotiations are ongoing, new regulatory adjustments are foreseeable. Area-based protection efforts are underway, but shipping needs and rights are considered carefully. Overall, Canada’s shipping regulation is not seen as an unnecessary impediment, but as warranted by prevailing shipping conditions. Future Shipping Trends Due to the constraints to shipping, destinational traffic is likely to remain dominant in the foreseeable future. Traffic generated by mining activities is likely to keep expanding provided no severe collapse of world commodity prices occurs. Community resupply may also experience continued expansion, partly fueled by mining ventures, provided operators can take advantage of improved port facilities in the Canadian archipelago.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.807
Threshold uncertainty score0.764

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 science0.0000.000
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 head0.097
GPT teacher head0.344
Teacher spread0.247 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations7
Published2021
Admission routes1
Has abstractyes

Explore more

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