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Record W6926748342 · doi:10.25497/d7vs38

CERP Hillsboro Aquifer Storage and Recovery Pilot - PROJ 34

2022· dataset· en· W6926748342 on OpenAlexaff

Bibliographic record

VenueUC Santa Barbara · 2022
Typedataset
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicProtist diversity and phylogeny
Canadian institutionsGolder Associates (Canada)
Fundersnot available
KeywordsGroundwater rechargeWater storageAquiferWater qualityHydrogeologyPilot testGroundwater

Abstract

fetched live from OpenAlex

The objective of the Western Hillsboro ASR Pilot Project is to test the feasibility of utilizing ASR technology for storage at this site and other sites identified in the CERP. Information gained from the pilot project will be used to develop an operating plan for the system, to refine the long-term operational goals of these and other ASR wells at the site, and to provide insight for future ASR projects, which may be constructed for similar purposes. Results from the pilot project will also be useful in determining the feasibility of utilizing ASR technology at other locations, especially within the SFWMD's Lower East Coast Planning Region. Information to be collected and analyzed during construction and testing of the ASR wells will include: â ¢ Hydrogeologic data from potential storage intervals and confining layers â ¢ Recommendation of the most suitable ASR storage interval(s) â ¢ Quantification of recharge and recovery rates â ¢ Recovery efficiency and delivery potential of the ASR system under differing operating conditions â ¢ Water quality of the source water (surficial aquifer and surface water) â ¢ Water quality of the upper FAS â ¢ Water quality changes in the upper FAS due to ASR storage â ¢ Water quality of the recovered water after storage â ¢ Optimization of techniques to maintain water quality via groundwater collection designs The Western Hillsboro ASR Pilot Project is located along the Hillsboro Canal in southern Palm Beach County. More specifically, it is located at the southern end of the Loxahatchee National Wildlife Refuge (LNWR), also known as Water Conservation Area (WCA) No.1, where it intersects with the northeastern comer of WCA No.2 (Figure 1). The 1,660-acre tract north of the Hillsboro Canal is SFWMD-owned, and has been used for improved pasture, nursery stock and aggregate mining. The majority of the site, with the exception of the western-most comer, is currently leased. The leased activities include cattle grazing, and may be expanded to include outdoor entertainment (e.g., skeet shooting, fly-fishing, etc.). In the CERP, the Western Hillsboro site is ultimately planned to contain a 2,460-acre surface water impoundment (by addition of 800 acres south of the Hillsboro Canal) as shown in Figure 2. The completed ASR pilot project is anticipated to consist of the following components: â ¢ Three ASR wells completed into the upper FAS, each with an anticipated capacity of 5 million gallons per day (mgd). â ¢ A surface water collection system that will supply water to the ASR system. The source of the surface water (e.g., Hillsboro Canal) will depend on water quality testing. â ¢ A 50-acre pilot impoundment that will be constructed and tested in conjunction with the ASR pilot project. â ¢ A groundwater collection system consisting of horizontal wells constructed along the perimeter and underneath the pilot impoundment. The horizontal wells will supply water to the ASR system. The water will be a combination of seepage from the pilot impoundment and groundwater from the Surficial Aquifer System (SAS). â ¢ A pre-recharge water treatment facility, if deemed necessary based on water quality testing â ¢ A pre-discharge water treatment facility (for water recovered from the ASR wells, prior to discharge into a canal or impoundment). â ¢ Piping between the source water collection system, the ASR wells, and discharge point(s) â ¢ Surface facilities (e.g., pumps, valves, meters, instrumentation, etc.) to operate and monitor the system. â ¢ Associated monitor wells (FAS and SAS) A proposed layout of the Western Hillsboro ASR Pilot Project is shallow horizontal wells, in association with a pilot impoundment, as the source water to the ASR wells for storage. Surface water may also be used as a source instead of, or in addition to, the horizontal wells. In this case, a surface water collection facility will be located at the most-appropriate location based on water quality. Locations of the ASR wells, monitor wells, and placement of the horizontal wells are conceptual. The actual locations of these features will be determined through the project formulation process. The ultimate layout of the pilot project features will also need to consider the ultimate designof the full-scale impoundment and ASR system at the site.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.123
Threshold uncertainty score0.244

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0170.002

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 head0.013
GPT teacher head0.229
Teacher spread0.217 · 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 designNot applicable
Domainnot available
GenreDataset

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
Published2022
Admission routes1
Has abstractyes

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