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Record W7024805259

A study into marine landscapes applied to habitat mapping

2003· other· en· W7024805259 on OpenAlexaboutno aff

Bibliographic record

VenueNERC Open Research Archive (Natural Environment Research Council) · 2003
Typeother
Languageen
FieldMaterials Science
TopicElectronic and Structural Properties of Oxides
Canadian institutionsnot available
Fundersnot available
KeywordsMarine protected areaConvention on Biological DiversityMarine conservationContext (archaeology)HabitatEuropean unionMarine habitatsMarine spatial planningHabitats DirectiveBiodiversity
DOInot available

Abstract

fetched live from OpenAlex

In recent years there have been many new seabed-mapping programmes carried out around the
\nworld using the latest data acquisition techniques. The need for these maps is driven by the
\nrecognition that an ecosystem-based approach to the management of national Exclusive
\nEconomic Zones (EEZs), as required by the Convention on Biological Diversity (CBD) adopted
\nat the Rio Earth Summit in 1992, requires both detailed bathymetry and maps of the physical
\nproperties of the sea floor.
\nIn Europe, the implementation of the CBD is through the Habitats and Birds Directives, which
\nrequire the identification of Special Areas of Conservation (SACs) and Special Protected Areas
\n(SPAs). A network of SACs and SPAs will be set up across Europe known as Natura 2000. In
\naddition, the International Council for the Exploration of the Seas has developed the concept of
\nthe ecosystem-based approach in the context of fisheries management, subsequently adopted by
\nthe European Union in its review of the Common Fisheries Policy; the World Wildlife Fund for
\nNatures’ marine policy has developed the concept of Marine Protected Areas (MPAs); the
\nOSPAR Convention for the Protection of the Marine Environment of the North East Atlantic is
\nalso working to promote networks of MPAs and Ecological Quality Objectives (EcoQOs).
\nIn the UK, the Department of Environment, Fisheries and Rural Affairs (DEFRA) major reports
\non Marine Stewardship,’ Safeguarding our Seas: A Strategy for the Conservation and
\nSustainable Development of our Marine Environment’ published in 2002 and followed by a
\nconsultation paper ‘ Seas of Change’, form the basis for developing a practical application of the
\necosystem-based approach. The DEFRA Review of Marine Nature Conservation (RMNC)
\nproduced an interim report in 2001, which recommended that a pilot scheme at a regional scale
\nto test a proposed framework for nature conservation. This has led to the Irish Sea Pilot Study
\nmanaged by the Joint Nature Conservation Committee (JNCC), which has adopted the concept
\nof ‘marine landscapes’, first developed in Canadian waters, based on geophysical features
\nrecognising that their importance in determining the nature of biological communities.
\nAs a result of these national and international initiatives, a number of habitat classification
\nschemes have been introduced in different parts of the world. Since 2001, a group of geologists
\nwith interests in the application of geological data to habitat mapping have met each year to
\npresent their views and mapping programmes and to discuss their ideas with scientists from other
\ndisciplines, mainly biologists and oceanographers. The GeoHab (Geological Mapping of
\nHabitats for Marine Resources and Management) group have provided the impetus for this
\nreview of BGS geological data in the context of habitat mapping classification schemes, and
\nproposes ways in which our BGS data may be applied automatically, within a Geographical
\nInformation System, to the selection of relevant sources of information.

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)0.022
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesOpen science, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.142
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0220.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.000
Open science0.0060.012
Research integrity0.0000.004
Insufficient payload (model declined to judge)0.0150.008

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 head0.098
GPT teacher head0.334
Teacher spread0.236 · 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; both teacher heads agree on what is shown here.

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

Citations0
Published2003
Admission routes1
Has abstractyes

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Same venueNERC Open Research Archive (Natural Environment Research Council)Same topicElectronic and Structural Properties of OxidesFrench-language works237,207