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Record W196435350

The Changing Arctic - Asian Response

2012· article· en· W196435350 on OpenAlexaboutno aff
Vijay Sakhuja

Bibliographic record

VenueINDIAN FOREIGN AFFAIRS JOURNAL · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsArcticArctic geoengineeringArctic ice packClimate changeArctic ecologyGlobal warmingSea iceClimatologyArctic sea ice declineArctic vegetationEnvironmental scienceCryosphereEffects of global warmingGeographyPermafrostGreenhouse gasPhysical geographyOceanographyGeologyAntarctic sea ice
DOInot available

Abstract

fetched live from OpenAlex

Planet Earth experienced the tenth-warmest recorded temperature in 2011 and the concentrations of greenhouse gases (GHG) in the atmosphere touched new levels. At the same time, the extent of the Arctic Sea ice was the secondlowest recorded and its volume was the lowest ever. It is forecast that the Arctic region may be ice-free in the early part of the current century and would therefore require robust mitigation and adaptation measures sooner than anticipated. The Intergovernmental Panel for Climate Control (IPCC) has noted thatIn the Arctic, during the 20th century, air temperatures over extensive land areas increased by up to 5°C; sea ice thinned and declined in extent; Atlantic water flowing into the Arctic Ocean warmed; and terrestrial permafrost and Eurasian spring snow decreased in extent.1The adverse impacts of climate change are therefore quite visible in the Arctic region.This paper highlights the impact of global warming on the Arctic region and the opportunities and challenges that have emerged from this phenomenon for Asian countries. It begins by highlighting the climate-induced changes and the impact of greenhouse gases in the Arctic region. The paper argues that melting of the Arctic ice and the evolving politico-economic and strategic developments in the region have been noted by Asian countries, who see the region as an area of immense economic and strategic importance.Climate-induced Changes in the ArcticThe Arctic region has been witnessing a steady increase in temperature, resulting in shrinking of the ice cap. Satellite data since 1972 showcase that the extent of the Arctic Sea ice has been reducing at 11 per cent per decade.2 On 9 September 2011, the United States' National Snow and Ice Data Center (NSIDC) announced that the extent of sea ice dropped to 4.33 million sq km (1.67 million sq miles), the lowest in 2011, i.e. 160,000 sq km, only 61,800 sq miles above the record minimum extent in 2007 and 2.38 million sq km (919,000 sq miles) below the 1979-2000 average minimum.3 NSIDC director Mark Serreze painted a very dismal outlook for the Arctic and remarked that the summer ice cover could disappear entirely by 2030, leaving nothing but a heat-trapping Blue Ocean.4Another recent study states that the Arctic Sea ice is shrinking rapidly and may vanish altogether by 2015, making the Arctic ice-free.5 This will impact not only the flora, fauna and indigenous people of the region but will have far-reaching effects on the global weather conditions, causing new patterns in droughts and famine, changes in the intensity and frequency of cyclones, impact on agriculture and human lifestyle, rise in sea level, and mass migrations.There are also fears that as the Arctic ice melts, it would result in the release of greenhouse gases such as methane that is trapped under the permafrost.6 Methane is regarded as twenty times more potent in trapping heat than carbon dioxide. It is estimated that currently 1672 billion tonnes of carbon is trapped under the permafrost.7 According to a report by the British Antarctic Survey, in the past 800,000 years methane had never tipped 750 ppb (parts per billion), but is now 1780 ppb, suggesting that there are signs that permafrost has begun to thaw.8As the Arctic experiences warming and the permafrost thaws, carbon would leak into the atmosphere in the form of methane, thereby generating a cycle wherein carbon is released, causing a rise in temperature. It has been noted that the East Siberian Arctic Shelf, spread over 810,000 sq miles, is a new source of greenhouse gases.9 Similarly, huge quantities of frozen organic matter, deposited and preserved over hundreds of years, exist in Alaska, United States, and the Far North in Canada. These are indeed very worrying signs.New OpportunitiesAlthough climate-induced changes have caused much anxiety in the international community, they have opened opportunities too. These emerge in the form of new shipping transit through the Northern Sea Route (NSR), living (new fishing grounds) and non-living resources (oil, gas, coal, iron ore, other metals and minerals) and tourism (cruise liners). …

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.949
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0070.001
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 head0.022
GPT teacher head0.302
Teacher spread0.280 · 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.

Study designQualitative
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

Citations0
Published2012
Admission routes1
Has abstractyes

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Same venueINDIAN FOREIGN AFFAIRS JOURNALSame topicArctic and Russian Policy StudiesFrench-language works237,207