Multi-stable isotope tracing of elevated sulfate export from a forested headwater wetland following an induced flood pulse event
Bibliographic record
Abstract
• Elevated SO 4 2- export was associated with induced flooding from a forested headwater wetland. • High resolution monitoring of δ 18 O-H 2 O values distinguished the spatiotemporal flushing of “old” peat soil water from the reservoir flood water. • Decreases of δ 34 S of SO 4 2- were related to oxidation of biogenic sulfides originating from dissimilatory sulfate reduction. • FeS crystals exist within the transiently saturated upper peat profile. Headwater wetlands are significant in the conservation of water and water quality for downstream aquatic ecosystems. During flooding events following periods of drought in many headwater wetlands, significant quantities of sulfate (SO 4 2- ) can be exported which impacts downstream surface water quality. Such periodic flood pulses of SO 4 2- are rarely studied in detail but are a suggested cause of prolonged freshwater eutrophication. Flood pulsing events are exacerbated by the increasing severity and frequency of summer droughts along with episodic flooding. Specifically, many wetlands are fed by water from upstream reservoirs which can control wetland-stream and groundwater-surface water interactions that can impact downstream water quality. In this study, an induced flood pulse event of a forested wetland (Beverly Swamp) was arranged by scheduling an upstream reservoir drawdown event (Valens Reservoir). This orchestrated flooding event exhibited a seven-fold increase (38 to 270 mg L -1 ) in surface water SO 4 2- concentrations discharging from the wetland. To elucidate the source and release time lag of these elevated SO 4 2- concentrations, high resolution surface water sampling and discharge monitoring were coupled with stable isotopes of S (δ 34 S-SO 4 2- ) and water (δ 18 O-H 2 O and δ 2 H-H 2 O) along with scanning electron microscopy (SEM) analysis of the peat samples. Following the flood, a considerable increase in surface water SO 4 2- concentrations was observed at sampling locations with decreases in δ 34 S-SO 4 2- values which is characteristic of oxidation following dissimilatory sulfate reduction (DSR). This indicates prior DSR resulted in the precipitation of mineral sulphides in the upper peat layers. During the pre-flood drought period, sulphides were re-oxidised to SO 4 2- and flushed from the wetland during flooding. δ 18 O-H 2 O values of surface and sub-surface peat soil waters reflected the horizontal and vertical travel time of reservoir water flooding the wetland and flushing SO 4 2- from the system. Surface water acidity increased shortly after the SO 4 2- pulse, but within a short time rebounded due to carbonate buffering capacity within the peat. A conceptual model of the SO 4 2- budget indicated ∼ 68.7 kg SO 4 2- ha −1 d -1 was released from Beverly Swamp during the post flood period. This study shows that Beverly Swamp contains significant stores of reduced sulfur (S), including iron sulfides. These reduced S stores will sustain recurrent release of particularly large quantities of SO 4 2- through redox cycling to the downstream littoral wetlands of Lake Ontario.
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 imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 source (direct Gemma or distilled Codex), 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".