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Record W3104719942

Species response to shifting and variable climates

2019· article· en· W3104719942 on OpenAlexaboutno aff
Joseph D. Napier

Bibliographic record

VenueIDEALS (University of Illinois Urbana-Champaign) · 2019
Typearticle
Languageen
FieldEarth and Planetary Sciences
TopicClimate change and permafrost
Canadian institutionsnot available
Fundersnot available
KeywordsVariable (mathematics)Environmental scienceGeographyMathematics
DOInot available

Abstract

fetched live from OpenAlex

Evidence has been accumulating that suggests some arcto-boreal plant taxa persisted through the Last Glacial Maximum (LGM) in Alaska and adjacent Canada. In part, my dissertation investigated the spatial patterns of glacial persistence and postglacial colonization of an alder (Alnus) species complex (n = 3 taxa) from this vast region. Using high-throughput DNA sequencing, hindcast Species Distribution Modeling, and a reassessment of pollen records, I found evidence that Alnus expanded from several population nuclei (i.e. refugia) that existed during the LGM and coalesced during the Holocene to form its present range. These results challenge the unidirectional model for postglacial vegetation expansion based on several decades of palynological studies, implying that climate buffering associated with landscape heterogeneity and adaptation to millennial-scale environmental variability played important roles in driving late-Quaternary population dynamics. \n\nResults from the sampled alder species complex support the conclusion that numerous plant taxa seem to have persisted in northern refugia within Alaska despite concerns of an adverse regional climate during the LGM. Another taxa, Tamarack larch (Larix laricina), presents as another plant species that might have survived within Alaska during this period of climatic upheaval, but sparse pollen data and a lack of genetic sampling have thus far obscured any solid insights. Unlike alder, larch has a transcontinental distribution across North America with a prominent disjunction in the Yukon resulting in the isolation of Alaskan populations from the primary distribution in Canada. Range disjunctions, such as the one sampled here, serve as natural laboratories that allow us to assess the interplay of long-distance migration versus refugial persistence in biome development since the LGM. In this case, genetic analysis of chloroplast microsatellites from sampling populations on both sides of the disjunction revealed a long-standing isolation between larch in Alaska and Canada. Hindcast Species Distribution Modeling suggests suitable climate conditions for larch in Alaska during the LGM corroborating our genetic data in suggesting the presence of an Alaskan LGM refugium for larch. Overall evidence from this system suggests that either suitable LGM climate, adaptation from limited standing variation, or an interplay of both likely promoted in situ persistence of larch in Alaska. Regardless of which mechanism facilitated persistence, the results from this study indicate that long distance dispersal did not play any significant role in the modern development or maintenance of the disjunct Alaskan populations of Larix laricina. \n\nUncovering a cluster of cryptic LGM refugia for Alnus in Alaska and adjacent Canada suggests that adaptation potentially facilitated in situ persistence for boreal taxa during rapid climate shifts. To understand the role of adaptation within the heterogeneous climate landscape of Alaska, Picea marinara (black spruce) populations were sampled from contrasted regions of local climate. Specifically, foliar samples were taken from both warmer, drier sites in the interior as well as comparatively cooler, wetter sites closer to the southern coast of Alaska. Using a combination of multivariate and univariate genotype-by-environment approaches, I investigated the relationship between genetic variability (genotyping single nucleotide polymorphism array) and downscaled climate variables for each sampling site to provide insight into possible local adaptive responses. Intersecting results from these analyses identified 9 SNPs that displayed significant associations with climate differences between these two sampling regions, which are usually interpreted as the signature of putative local adaptation to environmental selective pressure. My results also indicated long-term persistence of black spruce in interior Alaska implying that the interior populations were exposed to millennia of selective pressure for comparatively lower effective moisture than surrounding regions that also harbored black spruce during the last glacial-interglacial cycle. The genomic imprint detected in this study, consistent with ongoing adaptation to contrasted modern-day selective pressures, could also reflect long-term adaptive response to Late Quaternary environmental conditions.

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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.018
GPT teacher head0.187
Teacher spread0.169 · 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 designObservational
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
Published2019
Admission routes1
Has abstractyes

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