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Enregistrement W2345719300 · doi:10.2172/836684

Project Final Report

2005· report· en· W2345719300 sur OpenAlexaboutno aff
J.C. Newell

Notice bibliographique

Revuenon disponible
Typereport
Langueen
DomaineEarth and Planetary Sciences
ThématiqueGeophysical and Geoelectrical Methods
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésRodElectrodeTest siteCurrent (fluid)ConductivityElectrical impedanceElectrical conductorMaterials scienceOpticsGeologyPhysicsElectrical engineeringEngineeringComposite material

Résumé

récupéré en direct d'OpenAlex

Our first goal was to produce laboratory-scale test beds with a four-probe electrical impedance instrument having 32 current sources. The first test bed, filled with saline, resembles a larger lab-sized test bed at Lawrence Livermore National Lab. We studied arrays of four rods, each with 8 electrodes in this saline-filled tank. We then placed these rods in a test bed of Ottawa sand, and studied the conductivity of a saturated and unsaturated saline/sand bed. This test bed resembles the field test site in the ground at LLNL. The LLNL lab and the field site have only a single current source. Using our existing 32-source instrument, we studied an array of four 8-electrode probes in both the saline and sand tanks. The results were include in our report to you last year, and are summarized below. Figure 1 is a diagram of the four electrode rods, as seen from above, showing seven positions at which a small conductive target was placed, at the level of the middle of the rods. Figure 2 shows the sensitivity of the system to the target presence, as measured by norm distinguishability, at each of these seven positions. The distinguishability was substantially higher when the optimal, 32-source currents were used, compared to that available from only one current source [1], at all distances from the electrode array. Highest distinguishability was seen closest to the array, as expected, and the lowest distinguishability was seen at point 3, at the side of the array half way between two rods. Distinguishability was slightly higher than this at point 5 at the center of the four arrays. With these results in the saline tank in hand, we embedded the electrode rods in a 66 cm. diameter steel tank with an electrically insulated interior surface, filled to a depth of 48 cm. with Ottawa F-35 Grade sand. Experiments were conducted to verify the ability of this system to detect changes in the fluid level as saline was used to saturate the sand, and then drain out the bottom of the tank. Using simple current patterns to assess electrical resistance at the eight levels of electrodes, we found that after 5 days of draining, there was a gradient in local resistance of from 50-200 ohms at the bottom of the tank to 3000-4000 ohms at the top of the electrode array. When sufficient saline was added to saturate the field, local resistance fell to 70-110 ohms at all levels. When this saturating saline was allowed to drain, resistance began to rise at the topmost electrode level within 2 minutes, and continued to rise for at least the next two days, reaching 2000-4000 ohms at the top layers. We then studied the ability of the system to detect a plume of saline in an otherwise drained tank. Saline was introduced at the midpoint between rods 1 and 2 at rate of 200 ml/min, and allowed to drain freely at the bottom of the tank. No change was seen at 2 min, but by 6 min there was a substantial fall in the resistance at the top of rods 1 and 2, but not in 3 or 4. After 30 minutes of plume flow, the resistance at rods 1 and 2 had fallen below 1000 ohms at all levels, but that of rods 3 and 4 was 1500-4000 ohms at the top levels, remaining below 500 ohms at the lowest electrode levels. These results were qualitatively just as we would have expected. In making a detailed analysis of these data, however, we discovered a puzzling and unexpected finding: there was hysteresis of the complex impedance. That is, the sand bed behaved differently when being filled with saline than when being drained. This phenomenon had been observed previously in a study of the hydration of sandstone published by Knight et al. in 1991. The hypothesized explanation is based on surface tension phenomena at the scale of pores in the medium. We have also studied both the real and reactive components of electrical impedance in this system, and the found them to behave differently. This finding allows further data to be extracted from impedance measurements, compared to resistance measurements alone. Details of all these findings are reported in the enclosed manuscript. We have been working closely with Dr. Carrigan at LLNL to interpret them both in terms of their agreement with reasonable hypotheses about soil and water behavior, and in terms of their support for the use of multiple current sources in field-scale experiments.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,007
score de la tête « metaresearch » (Gemma)0,011
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesCharge utile insuffisante (le modèle a refusé de juger)
Catégories consensuellesCharge utile insuffisante (le modèle a refusé de juger)
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet
GenreSignal candidat: Autre · Signal consensuel: Autre
Score de désaccord entre enseignants0,442
Score d'incertitude au seuil0,630

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0070,011
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0030,003
Études des sciences et des technologies0,0030,001
Communication savante0,0090,006
Science ouverte0,0040,006
Intégrité de la recherche0,0030,003
Charge utile insuffisante (le modèle a refusé de juger)0,5580,469

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,099
Tête enseignante GPT0,338
Écart entre enseignants0,239 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; l’étiquette directe de Gemma et le classifieur distillé Codex s’accordent sur ce qui est montré ici.

Devis d'étudeSans objet
Domainenon disponible
GenreAutre

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations148
Publié2005
Routes d'admission1
Résumé présentoui

Explorer davantage

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