Jinsol Kim, Daniel H. Cusworth, Bradley M. Conrad, Riley M. Duren
{"title":"Facility-Scale Detection and Quantification of Gas Flaring Using Imaging Spectrometers","authors":"Jinsol Kim, Daniel H. Cusworth, Bradley M. Conrad, Riley M. Duren","doi":"10.1021/acsestair.6c00181","DOIUrl":null,"url":null,"abstract":"<p>Globally, over 140\r\nbillion cubic meters of natural gas are flared\r\neach year, according to the VIIRS Nightfire (VNF) data product derived\r\nfrom satellite observations by the Visible Infrared Imaging Radiometer\r\nSuite (VIIRS), the most widely used instrument for global flare monitoring.\r\nAlthough VIIRS routinely tracks global flaring activity through nighttime\r\nobservations, its coarse spatial resolution limits the ability to\r\nattribute flares to specific facilities or operators. Here, we present\r\nflare detection and quantification using high spatial resolution imaging\r\nspectrometers. We demonstrate that NASA’s Earth Surface Mineral\r\nDust Source Investigation (EMIT) is capable of detecting flares at\r\nindividual flare stacks with a probability of detection (POD) comparable\r\nto that of VIIRS. We further attribute the detected flare stacks in\r\nthe Permian Basin during 2023 to individual operators and evaluate\r\nEMIT’s potential to estimate annual flared gas volumes at the\r\noperator level. We find good correspondence between the EMIT-observed\r\nradiant heat values and reported annual flared gas volume on the operator\r\nlevel. Despite limited temporal sampling relative to VIIRS, EMIT achieves\r\naccuracy comparable to VIIRS-based annual flaring estimates, while\r\nproviding operator-level attribution. This highlights the value of\r\nhigh-resolution imaging spectrometers in regulatory and mitigation\r\nefforts by adding insights at the operator level that can complement\r\nexisting VIIRS observations, enabling more comprehensive flare monitoring\r\nand analysis.</p>","PeriodicalId":100014,"journal":{"name":"ACS ES&T Air","volume":"3 8","pages":"2187–2195"},"PeriodicalIF":0.0000,"publicationDate":"2026-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS ES&T Air","FirstCategoryId":"1085","ListUrlMain":"https://pubs.acs.org/doi/10.1021/acsestair.6c00181","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/7/22 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Globally, over 140
billion cubic meters of natural gas are flared
each year, according to the VIIRS Nightfire (VNF) data product derived
from satellite observations by the Visible Infrared Imaging Radiometer
Suite (VIIRS), the most widely used instrument for global flare monitoring.
Although VIIRS routinely tracks global flaring activity through nighttime
observations, its coarse spatial resolution limits the ability to
attribute flares to specific facilities or operators. Here, we present
flare detection and quantification using high spatial resolution imaging
spectrometers. We demonstrate that NASA’s Earth Surface Mineral
Dust Source Investigation (EMIT) is capable of detecting flares at
individual flare stacks with a probability of detection (POD) comparable
to that of VIIRS. We further attribute the detected flare stacks in
the Permian Basin during 2023 to individual operators and evaluate
EMIT’s potential to estimate annual flared gas volumes at the
operator level. We find good correspondence between the EMIT-observed
radiant heat values and reported annual flared gas volume on the operator
level. Despite limited temporal sampling relative to VIIRS, EMIT achieves
accuracy comparable to VIIRS-based annual flaring estimates, while
providing operator-level attribution. This highlights the value of
high-resolution imaging spectrometers in regulatory and mitigation
efforts by adding insights at the operator level that can complement
existing VIIRS observations, enabling more comprehensive flare monitoring
and analysis.