Articles | Volume 18, issue 9
https://doi.org/10.5194/essd-18-6545-2026
https://doi.org/10.5194/essd-18-6545-2026
Data description article
 | 
08 Sep 2026
Data description article |  | 08 Sep 2026

Building a dataset of offshore oil and gas extraction platforms from satellite data (2017–2023)

Lulu Si, Shanyu Zhou, Itziar Irakulis-Loitxate, Javier Roger, and Luis Guanter

Related authors

Understanding the sources and variability of methane emissions in Madrid with Sentinel-5P TROPOMI, GHGSat, and aircraft observations
Daniel A. Potts, Harjinder Sembhi, Matthieu Dogniaux, Joannes D. Maasakkers, Berend J. Schuit, Dirk Schuettemeyer, Timon Hummel, Rocio Barrio Guillo, Oliver Schneising, Luis Guanter, and Ilse Aben
EGUsphere, https://doi.org/10.5194/egusphere-2026-3797,https://doi.org/10.5194/egusphere-2026-3797, 2026
This preprint is open for discussion and under review for Atmospheric Chemistry and Physics (ACP).
Short summary
Considering the observation and illumination angular configuration for an improved detection and quantification of methane emissions
Javier Gorroño, Zhipeng Pei, Adriana Valverde, and Luis Guanter
Atmos. Meas. Tech., 19, 1245–1257, https://doi.org/10.5194/amt-19-1245-2026,https://doi.org/10.5194/amt-19-1245-2026, 2026
Short summary
Assessing the Detection of Methane Plumes in Offshore Areas Using High-Resolution Imaging Spectrometers
Javier Roger, Luis Guanter, and Javier Gorroño
Atmos. Meas. Tech., 18, 5545–5567, https://doi.org/10.5194/amt-18-5545-2025,https://doi.org/10.5194/amt-18-5545-2025, 2025
Short summary
CH4Net: a deep learning model for monitoring methane super-emitters with Sentinel-2 imagery
Anna Vaughan, Gonzalo Mateo-García, Luis Gómez-Chova, Vít Růžička, Luis Guanter, and Itziar Irakulis-Loitxate
Atmos. Meas. Tech., 17, 2583–2593, https://doi.org/10.5194/amt-17-2583-2024,https://doi.org/10.5194/amt-17-2583-2024, 2024
Short summary
A novel data-driven global model of photosynthesis using solar-induced chlorophyll fluorescence
Russell Doughty, Yujie Wang, Jennifer Johnson, Nicholas Parazoo, Troy Magney, Zoe Pierrat, Xiangming Xiao, Luis Guanter, Philipp Köhler, Christian Frankenberg, Peter Somkuti, Shuang Ma, Yuanwei Qin, Sean Crowell, and Berrien Moore III
EGUsphere, https://doi.org/10.22541/essoar.168167172.20799710/v1,https://doi.org/10.22541/essoar.168167172.20799710/v1, 2024
Preprint archived
Short summary

Cited articles

Alvarez, R. A., Zavala-Araiza, D., Lyon, D. R., Allen, D. T., Barkley, Z. R., Brandt, A. R., Davis, K. J., Herndon, S. C., Jacob, D. J., Karion, A., Kort, E. A., Lamb, B. K., Lauvaux, T., Maasakkers, J. D., Marchese, A. J., Omara, M., Pacala, S. W., Peischl, J., Robinson, A. L., Shepson, P. B., Sweeney, C., Townsend-Small, A., Wofsy, S. C., and Hamburg, S. P.: Assessment of methane emissions from the U.S. oil and gas supply chain, Science, 361, 186–188, https://doi.org/10.1126/science.aar7204, 2018. a
Anifowose, B., Lawler, D. M., van der Horst, D., and Chapman, L.: A systematic quality assessment of Environmental Impact Statements in the oil and gas industry, Sci. Total Environ., 572, 570–585, https://doi.org/10.1016/j.scitotenv.2016.07.083, 2016. a
Bernstein, B. B.: Evaluating alternatives for decommissioning California's offshore oil and gas platforms, Integr. Environ. Assess. Manag., 11, 537–541, https://doi.org/10.1002/ieam.1657, 2015. a
Cantle, P. and Bernstein, B.: Air emissions associated with decommissioning California's offshore oil and gas platforms, Integr. Environ. Assess. Manag., 11, 564–571, https://doi.org/10.1002/ieam.1653, 2015. a
Casadio, S., Arino, O., and Minchella, A.: Use of ATSR and SAR measurements for the monitoring and characterisation of night-time gas flaring from off-shore platforms: the North Sea test case, Remote Sens. Environ., 123, 175–186, https://doi.org/10.1016/j.rse.2012.03.021, 2012. a, b
Download
Short summary
We constructed a dataset of offshore oil and gas platforms to improve knowledge of human activities at sea and their environmental impacts. Using satellite images from the Sentinel-1 and Sentinel-2 missions, we identified over 5000 platforms in six major offshore basins between 2017 and 2023 and recorded their locations and status. This open dataset extends existing records and supports environmental monitoring, offshore infrastructure management, and planning of mitigation strategies.
Share
Altmetrics
Final-revised paper
Preprint