A review of the major chemical and isotopic characteristics of groundwater in crystalline rocks of the Canadian Shield
Bibliographic record
Abstract
Canadian Shield groundwater characterization studies have been conducted over the last four decades through operating mines, underground research areas, and wells installed for a variety of purposes. A newly available database containing chemical and isotopic analytical results of groundwaters includes data from all of these sources and spans the Canadian Shield. The Precambrian Canadian Shield Groundwater and Gas Geochemistry (PCSG 3 ) database provides the most comprehensive data of groundwater chemistry in the Canadian Shield region to date. In this initial review of the PCSG 3 database, major ion, Br, water type, δ 18 O, δ 2 H and 3 H trends with depth and salinity are described. In future reviews, other aspects of the database will be examined, including minor and trace elements, other isotopes, and gases. The PCSG 3 database is comprised of 69 % freshwaters, mostly found at depths <1000 m, and dominated by Ca-HCO 3 and Na-HCO 3 water types; 17 % brackish waters, at depths <2000 m, and dominated by Na Cl, Ca Cl, Ca-HCO 3 , and Ca-SO 4 water types; 9 % saline waters, mostly at depths >1000 m, and dominated by Ca Cl, Na Cl, Ca-HCO 3 , and Na-HCO 3 water types; and 4 % brine samples, identified at depths up to 1800 m, composed entirely of Ca Cl water types. An increase in all major ion and Br concentrations with depth is observed, except for HCO 3 , with groundwaters typically becoming more saline with depth. Variability in salinities at specific depths and at individual sites across the Canadian Shield reflect the effect of (primarily) anthropogenically induced mixing, although heterogeneous geology and hydrogeologic flow paths are also important. When eliminating data that are likely affected by anthropogenically-induced mixing, saline waters are the most affected, with median depths of Na Cl and Ca Cl type waters shifting downward, and median concentrations of Na Cl type waters increasing. The isotopic data indicate that groundwaters from across the Canadian Shield reflect a variety of water recharge sources, with many samples plotting along the Global Meteoric Water Line (GMWL). Deviations to the right of the GMWL are indicative of freezing and mixing with drill fluid, while deviations to the left are indicative of isotopic exchange between water and rock and/or silicate hydration over long time scales. Rock/silicate-water interactions over hundreds of million of years resulted in development and isolation of Ca Cl brines at multiple locations. Cold climate processes, including glacial meltwater recharge and/or ionic concentration during permafrost formation, yielded a third end-member. A conceptual model of the expected groundwater chemistry variation with depth across the Canadian Shield is presented based on an evaluation of the variation of water type and salinity with depth. This model shows that groundwater chemistry changes from shallow groundwater dominated by Ca,Na-HCO 3 to deep groundwater dominated by Ca Cl, and details intermediate water type and TDS variations with depth.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".