MétaCan
Menu
← Back to cohort
Record W2736526923

Réduction des émissions de gaz à effet de serre par les sites d'enfouissement caractérisation en laboratoire et suivi de trois barrières d'oxydation passive du méthane installées sur le site de Saint-Nicéphore

2007· article· fr· W2736526923 on OpenAlexaboutno aff
Kévin Arteaga

Bibliographic record

VenueKnowledge UdeS (Institutional Deposit of the University of Sherbrooke) · 2007
Typearticle
Languagefr
FieldEnvironmental Science
TopicMethane Hydrates and Related Phenomena
Canadian institutionsnot available
Fundersnot available
KeywordsEnvironmental science
DOInot available

Abstract

fetched live from OpenAlex

It has been shown that CH 4 emitted to the atmosphere from landfills can be oxidized by methanotrophic bacteria in landfill top covers. Therefore, it should be feasible to develop a mitigation strategy incorporating a combination of engineered and natural methanotrophic controls, by means of a designed landfill cover that would promote growth of methane oxidizing bacteria, while performing its other purposes. Such an approach might provide a complementary strategy for the control of CH 4 emissions, particularly at older sites where flaring or energy recovery is not economically feasible. In the case of modern landfills, a passive methane oxidation barrier (BOPM) would permit to reduce emissions of greenhouse gas (GHG) and after the period of active gas collection, i.e. from the moment when it is not longer economically viable to extract biogas. This prompted an ongoing multidisciplinary project that jointly considers geotechnical, hydraulic, physical, chemical, environmental, climatic and microbiological aspects in assessing the efficiency of landfill cover materials that would act as PMOB. More specifically, the present report deals with two aspects of this project, i.e. characterization and laboratory testing in columns (controlled oxidation) and, thereafter, the realization of field tests. The column tests were carried out in order to determine the oxidation rate of a sand-compost mixture used on the experimental cells in the field. The oxidation rates varied between 1284 and 4555 g CH4 /m 2 /d. Three PMOBs were built on the existing final cover of the St-Nicephore landfill, Quebec, Canada. Within the PMOBs, temperature and water content values were measured at 4 different reference depths at 4 different profiles en each cell and the data was recorded by dataloggers. In addition, meteorological data were continuously recorded by a weather station. The main goals of this field experiment are to evaluate CH 4 abatement. If in the beginning of the monitoring period there was considerable CH 4 abatement, as time passed, heavy rainfalls caused the oxidation front to move upwards. As expected, the degree of saturation was sensitive to variations in rainfall values equal or greater to 15 mm/d. The atmospheric pressure underwent some important variations; for example, -3.5 kPa during one day and +2.5 kPa in two days. Such variations influence the entry of O 2 , which affects oxidation rates and biogas migration upwards.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.988
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.010
GPT teacher head0.207
Teacher spread0.197 · 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 designBench or experimental
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
Published2007
Admission routes1
Has abstractyes

Explore more

Same venueKnowledge UdeS (Institutional Deposit of the University of Sherbrooke)→Same topicMethane Hydrates and Related Phenomena→French-language works237,207→