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Record W2013696033 · doi:10.4296/cwrj2601043

Hydrologic and Climatic Zonation of Georgia Basin, British Columbia

2001· article· en· W2013696033 on OpenAlexvenueaboutno aff
N.L. Wade, J. B. Martin, Paul H. Whitfield

Bibliographic record

VenueCanadian Water Resources Journal / Revue canadienne des ressources hydriques · 2001
Typearticle
Languageen
FieldEnvironmental Science
TopicHydrology and Watershed Management Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSnowmeltSnowpackSurface runoffStructural basinSnowWatershedHydrology (agriculture)Drainage basinPrecipitationEnvironmental scienceHydrographClimate changeHydrological modellingPhysical geographyClimatologyGeographyGeologyMeteorology

Abstract

fetched live from OpenAlex

Water plays a primary role in determining the nature of ecosystems. In this study we consider inputs and outputs of water within the Georgia Basin from an analysis of climate and hydrologic time series records. Individual climate stations were assessed to determine summer and winter temperature ranges, and rainfall and snowfall amounts. Stream discharge and watershed runoff from hydrologic stations throughout the Basin were examined to determine the dominant form or forms of runoff that contributed to the stream discharge of a given drainage area. The hydrological and meteorological stations have a tendency to be located where it is convenient, near settlements and in valley bottoms. Therefore, away from cities and at higher elevation there are fewer data and thus spatial interpretation is needed. Derived climate and hydrologic information was extrapolated or interpolated to the spatial extent of the study area using knowledge of the geography of the basin and the physiography of the particular stations and their drainage areas. The results are maps of delineated regions within the Basin. From a climate perspective, a particular form of precipitation dominates in the winter, either snow or rain. The complexity of the landscape results in a broad transition zone where either snow or rain can be expected during winter. The relative roles of rainfall and the melting of the snowpack in the generation of the hydrograph at a particular point are assessed from a hydrologic perspective. Frequently the snowmelt signal persists downstream into regions where rainfall dominates the climate. Maps of the three delineated zones are presented with example hydrographs.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.866
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.008
GPT teacher head0.176
Teacher spread0.167 · 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 teacher head, not a consensus.

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

Citations33
Published2001
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Water Resources Journal / Revue canadienne des ressources hydriquesSame topicHydrology and Watershed Management StudiesFrench-language works237,207