Data · dataset · 2025
Replication Data for: Optimizing Methane Emission Source Localization in Oil and Gas Facilities Using Lagrangian Stochastic Models and Gradient-Based Detection Tools
Listed in Borealis
This dataset includes synthetic methane concentration simulations, real-world case study data, and the associated outputs and scripts used to support the findings of this study.
Description
The synthetic data were generated using a Gaussian Dispersion Model (GDM) and results from a Lagrangian-back-trajectory model (TERRAFEX) under various sensor-source geometries and atmospheric conditions, simulating stationary sensor deployment scenarios in oil and gas facilities.
The real-world dataset consists of concentration reconstructions and localization results from a gas distribution site in Canada, used to validate the methodology under operational conditions. The dataset includes: • Synthetic data: Simulated CH₄ concentration time series, concentration maps, and source localization outputs created using forward Gaussian dispersion modeling. These datasets cover various source-sensor distances (0–125 m), height differences (0–5 m), and four atmospheric stability classes (A–D), resulting in 456 synthetic scenarios. • Case study data: Measurement data and localization outputs collected from a gas distribution site in Canada, including CH₄ concentration data, wind measurements, and source localization maps reconstructed using TERRAFEX and the Gradient Indicator (GI) tool. • Outputs: Includes reconstructed concentration fields with TERRAFEX for both synthetic and case study scenarios. • Scripts: All analysis and visualization scripts used in this study were written in R (version 4.2.X).
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The scripts include the GDM forward model, and the custom-developed GI tool used for source localization from reconstructed concentration maps. Instrumentation and Methodology • Synthetic Data Generation: Synthetic data were created using forward Gaussian dispersion modeling, incorporating real wind data collected in Weyburn, Alberta during December 2015, using a Gill ultrasonic anemometer (precision: 3% RMSE for wind speed, ±3° for wind direction).
The simulations used a fixed CH₄ emission rate of 41 m³/day with Pasquill-Gifford stability classes A to D. The TERRAFEX model was applied in concentration mode to reconstruct the source contribution maps from the synthetic measurement line. • Case Study Measurements: Data were collected at a gas distribution site in Nova Scotia using an Axetris LGD Compact-A CH₄ analyzer (precision 0.01 ppm, 2 Hz) and a Decagon DS-2 Sonic Anemometer (precision 0.01 m s⁻¹, 1°).
Sensor height was varied from 2 m to 4.5 m during the measurement campaign (June 24 to July 8, 2020).
Links
Where it is published
- Dataverse dataset page borealisdata.ca/dataset.xhtml?persistentId=doi%3A10.5683%2FSP3%2FHPMOC7 ↗
landing page · from borealisdata ca
- DOI doi.org/10.5683/sp3/hpmoc7 ↗
DOI / persistent id · from borealisdata ca
Catalogue records · 1
- Dataverse API borealisdata.ca/api/datasets/:persistentId/?persistentId=doi%3A10.5683%2FSP3%2… ↗
metadata API · from borealisdata ca
Topics
- Stated by source
- Earth and Environmental Sciences
- From keywords
- Earth & Environmental Science
- Inferred from text
- Geoinformatics 73%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Borealis | doi:10.5683/SP3/HPMOC7 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:3704 | enrichment · borealisdata ca | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[field].dataverse_subject:earth-and-environmental-sciences | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| concepts[field].local:field:earth-environmental | mapping · borealisdata ca | connector:borealisdata_ca@1.0.0 | /subjects |
| created_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| description | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /description |
| publication_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| title | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | /name |
| updated_date | source · borealisdata ca | connector:borealisdata_ca@1.0.0 | |
| version_label | source · borealisdata ca | connector:borealisdata_ca@1.0.0 |