Comparative Analysis of Satellite and Regulatory based Gas Flare Volumes in the Niger Delta Region

Authors

  • P. N. Ndunagu World Bank African Center of Excellence in Oilfield Chemical Research, Port Harcourt, Nigeria
  • O. F. Joel Petroleum Engineering, World Bank African Center of Excellence in Oilfield Chemical Research, Port Harcourt, Nigeria
  • A. A. Oji Chemical Engineering, University of Port Harcourt, Port Harcourt, Nigeria

Keywords:

Remote sensing, Routine gas flaring, Niger Delta, Gas flare measurement, Visible infrared, Radiometer suite

Abstract

Associated gas flaring leads to severe environmental issue, and the importance of effective monitoring and accurate recording of this operation has been a subject of discussion in the petroleum industry. This research used statistical methods to compare the flare volume of both Regulatory Agency records and Satellite-based estimates to determine the accuracy and reliability of estimates. Seven prolific offshore oilfields from the Niger Delta region were considered for this research and the monthly records of flare volume for 2016, 2017, 2020 and 2021 were used to investigate the comparative relationship that exists. The result revealed that the mean flare volumes of four oilfields (Agbara, Bonga, Erha and Usan) did not differ significantly but Abo and Akpo oilfields revealed that estimates from the satellite were significantly greater than the regulatory reports, while the estimates from Agbami oilfield supported the contrast. The Pearson correlation analysis also revealed that a moderately strong positive relationship exists between the estimates for the sampled oilfields. The study further examined the discrepancies between both methods of gas flare measurements and proffered solutions on how these discrepancies could be resolved and recommended a strategy for monitoring natural gas venting.Associated gas flaring leads to severe environmental issue, and the importance of effective monitoring and accurate recording of this operation has been a subject of discussion in the petroleum industry. This research used statistical methods to compare the flare volume of both Regulatory Agency records and Satellite-based estimates to determine the accuracy and reliability of estimates. Seven prolific offshore oilfields from the Niger Delta region were considered for this research and the monthly records of flare volume for 2016, 2017, 2020 and 2021 were used to investigate the comparative relationship that exists. The result revealed that the mean flare volumes of four oilfields (Agbara, Bonga, Erha and Usan) did not differ significantly but Abo and Akpo oilfields revealed that estimates from the satellite were significantly greater than the regulatory reports, while the estimates from Agbami oilfield supported the contrast. The Pearson correlation analysis also revealed that a moderately strong positive relationship exists between the estimates for the sampled oilfields. The study further examined the discrepancies between both methods of gas flare measurements and proffered solutions on how these discrepancies could be resolved and recommended a strategy for monitoring natural gas venting.

References

Anejionu, O.; G. Blackburn and J. Whyatt. (2014). Detecting gas flares and estimating flaring volumes at individual flow stations using MODIS data. Remote Sensing of Environment, 81-94.

Anejionu, O. C.; A. Blackburn and D. Whyatt. (2013). Remote Mapping of Gas Flares in the Niger Delta with MODIS imagery. Towards Horizon 2020.

Brandt, A. R. (2020). Accuracy of satellite-derived estimates of flaring volume for offshore oil and gas operations in nine countries. Environmental Research Communications, 1-12.

Capterio, (2020). New Flaring Data accelerates Global call to action. Available online at: https://capterio.com/wp-content/uploads/2020/07/20200722-New-Flaring-Data-Accelerates-Call-To-Action.pdf. Accessed on January 8, 2021.

Casadio, S.; O. Arino and D. Serpe. (2011). Gas flaring monitoring from space using the ATSR instrument series. Remote Sensing of Environment, 239-249.

Caulton, D. R.; P. B. Shepson, R. L. Santoro, L. Renee, J. P. Spark, R. W. Howarth, A. R. Ingraffea, M. O. Cambaliza, C. Sweeney, A. Karion, K. J. Davis, J. Kenneth, B. H. Strim, S. A. Montzka, B. R. Miller. (2014). Toward a better understanding and quantification of methane emissions from shale gas development. PNAS, 6237-6242.

Coffey, V. (2012). Multispectral Imaging moves into the Mainstream. Optics and Photonics News, 23(4): 20.

Collins, B. (2018). Are Some Shale Producers Under-Reporting Gas? Available online at: https://www.spglobal.com/en/research-insights/articles/are-some-shale-producers-under-reporting-gas-flaring-to-keep-oil-flowing. Accessed on May 12, 2021.

Elvidge, C. D.; M. A. Zhizhin, K. E. Baugh, F. C. Hsu and T. Ghosh (2015). Methods for Global Survey of Natural Gas Flaring from Visible Infrared Imaging Radiometer Suite Data. Energies. 1-15.

Elvidge, C. D.; D, Ziskin, M. A. Zhizhin, K. E. Baugh, F. C. Hsu, T. Ghosh, B. T. Tuttle, D. W. Pack and E. H. Erwin (2009). A Fifteen Year Record of Global Natural Gas Flaring Derived from Satellite Data. Energies. 595- 622.

GGFRP. (2016). Gas Flaring Definitions. Available online at: http://www.worldbank.org/en/programs/gasflaringreduction#7. Accessed on April 2, 2019.

Hodgson, R. (2018). Generating a scalable calibration equation that can be applied to VIIRS Nightfire (VNF) radiant heat calculation to estimate gas flaring volumes in Nigeria, Birkbeck, United Kingdom.

JPSS, (2021). Joint Polar Satellite System. Available online at: https://www.jpss.noaa.gov/mission_and_instruments.html. Accessed on May 28, 2021.

Lee, R. (2019). Does Self-Reporting Measure Up? Environmental Misreporting in the Bakken. Available online at:

https://www.dropbox.com/s/lxzsnsoogefsdyd/RuiwenLee_JMP.pdf?dl=0. Accessed on May 12, 2021.

Leyden, C. (2019). Satellite Data Confirms Permian Gas Flaring Is Double What Companies Report. Available online at: http://blogs.edf.org/energyexchange/2019/01/24/satellite-data-confirms-permian-gas-flaring-is-double-what-companies-report/. Accessed on May 12, 2021.

Munson, L. (2016). Statistical Insights: Microsoft Professional Program. Microsoft.

Mylvaganam, K. (1989). High-Rangeability Ultrasonic Gas Flowmeter for Monitoring Flare Gas. IEEE Transaction on Ultrasonics, Ferroelectrics and Frequency Control, 36(2): 144-149.

NASA. (2015). A Clearer View of Fire. Available online at: https://earthobservatory.nasa.gov/images/87111/a-clearer-view-of-fire. Accessed on May 24, 2021.

NASA. (2018). JPSS Concept of Operations: Constellation Management. Available online at: https://svs.gsfc.nasa.gov/4613. Accessed on November 19, 2020.

Ndunagu, U. P. (2021). Flaring Intensity approach to Gas Flare Monitoring and Utilisation in the Niger Delta. Unpublished P.hD dissertation, University of Port Harcourt, Nigeria.

Sharma, A.; J. Wang and E.M. Lennartson. (2017). Intercomparison of MODIS and VIIRS Fire Products in Khanty-Mansiysk Russia: Implications for Characterizing Gas Flaring from Space. Atmosphere, 8(6): p. 95.

Willyard, K. A. and Schade, G. W. (2019). Flaring in two Texas shale areas: Comparison of bottom-up with top-down volume estimates for 2012 to 2015. Science of the Total Environment, pp. 243-251.

World Bank. (2019). Global Gas Flaring Data. Available online at: https://www.ggfrdata.org/. Accessed on January 4, 2021.

World Bank. (2020). Estimation of Flare Gas volume from satellite. Available online at: http://pubdocs.worldbank.org/en/853661587048977000/Estimation-of-flare-gas-volumes-from-satellite-data-002.pdf. Accessed on November 23, 2020.

World Bank. (2021). Zero Routine Flaring by 2030. Available online at: https://www.worldbank.org/en/programs/zero-routine-flaring-by-2030. Accessed on May 9, 2021.

Zhang, Y. et al. (2019). Satellite-Observed Changes in Mexico's Offshore Gas Flaring Activity Linked to Oil/Gas Regulations. Geophysical Research Letters. 1-10.

Additional Files

Published

2022-01-20

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Articles