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Record W7054809067

Assessing the Effects of Road Salt Application (NaCl) on Cladocera and Diatoms Across a Gradient of Chloride Concentrations

2021· dissertation· en· W7054809067 on OpenAlexaboutno aff

Bibliographic record

VenueQSpace (Queen's University Library) · 2021
Typedissertation
Languageen
FieldEngineering
TopicParticle accelerators and beam dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsMicrofaunaHypolimnionBenthic zoneBiotaAquatic ecosystemTemperate climate
DOInot available

Abstract

fetched live from OpenAlex

Lakes across the Northern Hemisphere are being affected by multiple environmental stressors and of particular concern in north temperate regions is the application of rock salt (NaCl) as a road de-icer. Despite its near ubiquitous use in north temperate regions, little is known about how road salt contamination of surface waters effects freshwater ecosystem structure. This thesis combines paleolimnological approaches and laboratory bioassays to assess the overall impact of Cl− additions on freshwater biota (Cladocera and diatoms). Paleolimnological techniques were used to assess baseline conditions, to track biotic changes through time, and to investigate the long-term effects of Cl− additions on freshwater biota in both softwater, oligotrophic systems as well as hardwater, mesotrophic lakes. A multiproxy study of shallow, softwater lakes receiving direct road salt runoff assessed how multiple trophic levels have changed over the past ~200 years. Prior to salting (ca. 1950), all of the lakes were dominated by Bosmina spp. After salting began, distinct taxonomic shifts were recorded, including increases in relative abundances of Chydorus brevilabris and the Daphnia pulex complex, and decreases in the relative abundance of Bosmina spp. Diatom compositional change in the road-salt impacted sites was also consistent with increasing Cl− concentrations (i.e., increases in Achnanthidium minutissimum and benthic fragilarioid taxa). Increases in diatom-inferred conductivity were also evident, occurring concurrently with known road salt application. Building on the paleolimnological findings, laboratory bioassay experiments were used to determine the specific tolerances of dominant Cladocera taxa to Cl−. To evaluate the specific tolerances of species identified in the paleolimnological studies as Cl− sensitive (Bosmina longirostris) and tolerant (C. brevilabris), a series of 14-day bioassays were conducted. Both B. longirostris and C. brevilabris showed sensitivity below the current Canadian water quality guidelines for Cl− (LC50 = 24.3 mg/L and 60.3 mg Cl−/L, respectively). Finally, an investigation of a highly impacted, hardwater, mesotrophic lake recorded shifts similar to those recorded in moderately impacted softwater lakes. This urban lake shifted from a Bosmina dominated assemblage to a Daphnia dominated assemblage with concurrent increases in A. minutissimum and benthic fragilarioid taxa, coinciding closely with the onset of road salting. Collectively, this research shows that the biological impacts of Cl− additions are observed at concentrations below many water quality guidelines and that future changes may exacerbate the harmful impacts of road salt additions (e.g., changes in water hardness, nutrients, and climate warming).

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.386
Threshold uncertainty score0.744

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.004
GPT teacher head0.211
Teacher spread0.207 · 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 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
Published2021
Admission routes1
Has abstractyes

Explore more

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