Scott P Seymour,Benjamin Aylward,Kevin P Galvin,Mary Kang,Donglai Xie
{"title":"Gas Flaring Is Likely Underestimated by Satellites due to Undetected Small Flares.","authors":"Scott P Seymour,Benjamin Aylward,Kevin P Galvin,Mary Kang,Donglai Xie","doi":"10.1021/acs.est.5c03928","DOIUrl":null,"url":null,"abstract":"Global upstream oil and gas flaring was estimated at 148 billion m3 in 2023 based on satellite observations by the Visible Infrared Imaging Radiometer Suite (VIIRS) instrument. Accurate monitoring is critical, as both lit and unlit flares release greenhouse gases and pose health risks. However, we show that VIIRS substantially underestimates flaring in Canada, with implications for other regions. Analyzing over 65,000 annualized industry flare reports (>5000 sites per year) in western Canada over more than a decade (2012-2023), we found that VIIRS consistently estimated lower flaring volumes than industry data. In 2023, for example, industry reported 2.2-times more flaring than VIIRS estimated, across more than 14-times as many sites. Most of this discrepancy (76%) was due to undetected small and/or intermittent flares with flow rates <360 m3/h (∼220 kg methane/h); the remainder (24%) was the result of enclosed combustor use, whose shielded flames are not readily detected. Comparison with global VIIRS data revealed similar declines in flare detection at low flow rates, suggesting that underestimation may occur in other regions where similar low to medium flare flow rates are common.","PeriodicalId":36,"journal":{"name":"环境科学与技术","volume":"74 1","pages":""},"PeriodicalIF":11.3000,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"环境科学与技术","FirstCategoryId":"1","ListUrlMain":"https://doi.org/10.1021/acs.est.5c03928","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
引用次数: 0
Abstract
Global upstream oil and gas flaring was estimated at 148 billion m3 in 2023 based on satellite observations by the Visible Infrared Imaging Radiometer Suite (VIIRS) instrument. Accurate monitoring is critical, as both lit and unlit flares release greenhouse gases and pose health risks. However, we show that VIIRS substantially underestimates flaring in Canada, with implications for other regions. Analyzing over 65,000 annualized industry flare reports (>5000 sites per year) in western Canada over more than a decade (2012-2023), we found that VIIRS consistently estimated lower flaring volumes than industry data. In 2023, for example, industry reported 2.2-times more flaring than VIIRS estimated, across more than 14-times as many sites. Most of this discrepancy (76%) was due to undetected small and/or intermittent flares with flow rates <360 m3/h (∼220 kg methane/h); the remainder (24%) was the result of enclosed combustor use, whose shielded flames are not readily detected. Comparison with global VIIRS data revealed similar declines in flare detection at low flow rates, suggesting that underestimation may occur in other regions where similar low to medium flare flow rates are common.
期刊介绍:
Environmental Science & Technology (ES&T) is a co-sponsored academic and technical magazine by the Hubei Provincial Environmental Protection Bureau and the Hubei Provincial Academy of Environmental Sciences.
Environmental Science & Technology (ES&T) holds the status of Chinese core journals, scientific papers source journals of China, Chinese Science Citation Database source journals, and Chinese Academic Journal Comprehensive Evaluation Database source journals. This publication focuses on the academic field of environmental protection, featuring articles related to environmental protection and technical advancements.