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Record W3164027065

Multi-trophic effects of invasive species suppression in a coastal wetland

2021· dissertation· en· W3164027065 on OpenAlexaboutno aff
Courtney Robichaud

Bibliographic record

VenueUWSpace (University of Waterloo) · 2021
Typedissertation
Languageen
FieldEnvironmental Science
TopicCoastal wetland ecosystem dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsWetlandTrophic levelInvasive speciesEcologyEnvironmental scienceGeographyFisheryOceanographyBiologyGeology
DOInot available

Abstract

fetched live from OpenAlex

Wetlands provide essential habitat for hundreds of species, including many that are of conservation concern in Canada. In southern Ontario, two wetland complexes, Long Point Peninsula and Rondeau Provincial Park, represent over 70% of the remaining intact wetlands on the north shore of Lake Erie. However, these wetlands are compromised by extensive invasion by non-native Phragmites australis The conversion of these diverse wetlands into monocultures of an invasive species degrades wetland habitat and threatens species at risk. Ecological restoration presents a potential solution, but established invasive species can cause significant challenges to restoration. My research addresses key knowledge gaps regarding the success of P. australis in diverse wetland communities and how herbicide-based control of P. australis affects resident species in freshwater wetlands. The negative ecological impact of P. australis is evident by its rapid spread throughout North America and displacement of native plant species. However, there is a lack of field studies attempting to assess the role of fitness and niche differences (sensu Chesson 2000) in its success as an invader. To quantify niche and fitness difference between P. australis and resident wetland plants, I measured the performance of resident wetland plants with or without above-ground competition from P. australis and modeled the niche region of each species. My results indicated that P. australis intercepts more photosynthetically active radiation (PAR) than resident species, resulting in lower carbon assimilation rates for resident species growing with competition. In contrast, P. australis assimilates carbon more efficiently over the growing season and did not experience negative effects from competition with resident species. Phragmites australis also had the largest niche space of all four species, reflecting its wide range of environmental tolerances – in particular, soil moisture and nutrient levels - that have assisted its establishment throughout North America. Resident species had a high probability of overlap onto the niche space of P. australis, indicating it is excluding resident species from areas where they could otherwise persist. These results provide evidence that the ability of P. australis to reduce the availability of PAR for resident species and more efficiently assimilate carbon over the growing season, combined with high niche overlap, likely directly contributes to its success in North American freshwater wetlands. \n \nBringing this work into a management context, I measured the efficacy of herbicide control and assessed the recovery of native vegetation following the large-scale application of a glyphosate-based herbicide directly over standing water to control P. australis. While herbicide was extremely effective at reducing populations of P. australis across a water depth gradient, passive restoration has resulted in a vegetation community dominated by non-native Hydrocharis morsus-ranae (European frogbit) at many treated sites. Since herbicide treatment began in 2016, Lake Erie water levels have been above average which contributed to the success of this free-floating aquatic invasive species. Finally, as drastic changes to vegetation will alter the way native biota use wetlands, I measured the macroinvertebrate community in sites invaded by P. australis, in herbicide-treated sites, and in remnant uninvaded marsh. Herbicide-treated sites had significantly higher macroinvertebrate densities and low taxonomic richness compared to P. australis-invaded sites and remnant marsh. Herbicide-treated sites had a macroinvertebrate community that was dominated by Chironomidae (Diptera). The sparse emergent vegetation, high water temperatures, and large amounts of decomposing biomass because of P. australis rolling and cutting in herbicide-treated sites likely favored these fast-growing detritivores that emerge from the water’s surface. In contrast, taxa that required a platform (e.g., vegetation) from which to emerge were less likely to be present in herbicide-treated sites. These findings indicate that herbicide treatment in freshwater marsh dramatically changes the macroinvertebrate community composition. Future research should focus on incorporating fitness and niche differences into testing which native species may be able to coexist in a marsh where P. australis is being managed. Additionally, long-term research is required to assess how both native vegetation and macroinvertebrate communities recover from large-scale changes caused by invasive species control. These results together represent a comprehensive ecological assessment of the response of native biota to invasive P. australis and the large scale, herbicide-based control of P. australisin ecologically significant wetlands.

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)0.000
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 score0.028
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

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 communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
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 head0.006
GPT teacher head0.177
Teacher spread0.172 · 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

Citations1
Published2021
Admission routes1
Has abstractyes

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