ArticleSensors (Basel, Switzerland)2024
Point Sensor Networks Struggle to Detect and Quantify Short Controlled Releases at Oil and Gas Sites.
Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
What it found
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The trial behind it
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Who cites it
9 citing papers in PubMed.
- Performance Assessment of the Earthview BluBird Continuous Emission Monitoring System for Oil and Gas Facility Emissions Monitoring.Sensors (Basel, Switzerland) · 2026Article
- Wind-Aware Methane Sensor Architecture at a Gas Plant: CFD Analysis of Tree- and Infrastructure-Controlled Plume Pathways.ACS omega · 2026Article
- DR-CLIP: A Deformable Vision-Language Model for Scale-Invariant Object Counting in Remote Sensing Images.Sensors (Basel, Switzerland) · 2026Article
- Performance Evaluation of Survey Solutions in Detecting and Localizing Source-Level Emissions Using a Single-Blind Controlled Testing Protocol.Environmental science & technology · 2026Article
- Performance Evaluation of Fixed-Point Continuous Monitoring Systems: Influence of Averaging Time in Complex Emission Environments.Sensors (Basel, Switzerland) · 2025Article
- Intercomparison of Three Continuous Monitoring Systems on Operating Oil and Gas Sites.ACS ES&T air · 2025Article
- Design, Build, and Initial Testing of a Portable Methane Measurement Platform.Sensors (Basel, Switzerland) · 2025Article
- Real-Time Quantification of Gas Leaks Using a Snapshot Infrared Spectral Imager.Sensors (Basel, Switzerland) · 2025Article
- Estimation and Applications of Uncertainty in Methane Emissions Quantification Technologies: A Bayesian Approach.ACS ES&T air · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
This study evaluated multiple commercially available continuous monitoring (CM) point sensor network (PSN) solutions under single-blind controlled release testing conducted at operational upstream and midstream oil and natural gas (O&G) sites. During releases, PSNs reported site-level emission rate estimates of 0 kg/h between 38 and 86% of the time. When non-zero site-level emission rate estimates were provided, no linear correlation between the release rate and the reported emission rate estimate was observed. The average, aggregated across all PSN solutions during releases, shows 5% of the mixing ratio readings at downwind sensors were greater than the site's baseline plus two standard deviations. Four of seven total PSN solutions tested during this field campaign provided site-level emission rate estimates with the site average relative error ranging from -100% to 24% for solution D, -100% to -43% for solution E, -25% for solution F (solution F was only at one site), and -99% to 430% for solution G, with an overall average of -29% across all sites and solutions. Of all the individual site-level emission rate estimates, only 11% were within ±2.5 kg/h of the study team's best estimate of site-level emissions at the time of the releases.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.