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Record W6898762964 · doi:10.57757/iugg23-5010

The Influence of Topography and Sediment Cover Change on Pleistocene Glacial Cycles and the MPT with Coupled Ice Sheet-Climate-Sediment Physics

2023· article· en· W6898762964 on OpenAlexaff

Bibliographic record

VenuePublication Database GFZ (GFZ German Research Centre for Geosciences) · 2023
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicGeology and Paleoclimatology Research
Canadian institutionsMemorial University of Newfoundland
Fundersnot available
KeywordsRegolithSedimentPleistoceneGlacial periodBedrockIce sheetErosionLast Glacial Maximum

Abstract

fetched live from OpenAlex

<!--!introduction!--> A change from a low to high friction bed under the North American Ice Complex through the removal of pre-glacial regolith has been hypothesized to play a critical role in the mid-Pleistocene transition from 41 to 100 kyr glaciations. However, this regolith hypothesis requires constraint on pre-glacial regolith cover and topography, mechanistic constraints on what amount of regolith can be removed, and complete process coupling to infer the net effect from topography and sediment changes. This landscape evolution has not yet been simulated for a realistic, 3D North American ice sheet fully considering basal processes (e.g. sedimentary, basal hydrology, and the solid earth response to changing sediment and bedrock load). Constraints of the pre-glacial bed are sparse and the bounds are wide. What constraint does the present day sediment distribution offer and how do topography and sediment change influence glacial cycles? Using varied pre-glacial topographies, sediment thicknesses, and fully coupled climate, ice, sediment and subglacial hydrology model parameterizations, we show the constraint on mean pre-glaciation sediment thickness provided by the present day surface sediment distribution and regional estimates of bedrock erosion. More broadly, we find that this landscape evolution has a strong influence on the strength and duration of early Pleistocene glaciations. The ice, climate, and sediment processes encapsulated in this fully coupled Earth systems model capture the evolution of the Pleistocene North American glacial system: the 41 to 100 kyr glacial cycles transition, early Pleistocene extent, sea level change, last deglacial margins, and broad present-day sediment distribution within uncertainty.

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)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.079
Threshold uncertainty score0.157

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.038
GPT teacher head0.309
Teacher spread0.271 · 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 designSimulation or modeling
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
Published2023
Admission routes1
Has abstractyes

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