Preprints
https://doi.org/10.5194/egusphere-2025-2275
https://doi.org/10.5194/egusphere-2025-2275
02 Jun 2025
 | 02 Jun 2025
Status: this preprint is open for discussion and under review for Atmospheric Measurement Techniques (AMT).

The Carbon Mapper emissions monitoring system

Riley Duren, Daniel Cusworth, Alana Ayasse, Kate Howell, Alex Diamond, Tia Scarpelli, Jinsol Kim, Kelly O'neill, Judy Lai-Norling, Andrew Thorpe, Sander R. Zandbergen, Lucas Shaw, Mark Keremedjiev, Jeff Guido, Paul Giuliano, Malkam Goldstein, Ravi Nallapu, Geert Barentsen, David R. Thompson, Keely Roth, Daniel Jensen, Michael Eastwood, Frances Reuland, Taylor Adams, Adam Brandt, Eric A. Kort, James Mason, and Robert O. Green

Abstract. The non-profit organization Carbon Mapper has a public good mission to drive greenhouse gas (GHG) emission reductions by making methane (CH4) and carbon dioxide (CO2) data accessible and actionable. The Carbon Mapper emissions monitoring system contributes to the broader ecosystem of greenhouse gas observations by locating and quantifying CH4 and CO2 super emitters at facility scale across priority regions globally. To meet these objectives, our system includes observing platforms, an operational monitoring strategy optimized for mitigation impact, and a data platform that delivers CH4 and CO2 data products for diverse stakeholders. Operational scale-up of our system is centered around a new constellation of hyperspectral satellites enabled by over a decade of sustained instrument technology and algorithm advances and prototyping with aircraft surveys and recent observations by NASA’s EMIT instrument on the International Space Station. The Carbon Mapper Coalition (hereafter Tanager) satellites are each equipped with an imaging spectrometer instrument designed by NASA’s Jet Propulsion Laboratory that are assembled, launched and operated by Planet Labs. The first Tanager satellite (Tanager-1) was launched 16 August 2024, completed commissioning in January 2025, and is on track for full operational monitoring by summer 2025. Planet is currently working to expand the constellation to four Tanagers. The system is designed to balance detection limits, spatial coverage and sample frequency to optimize observational completeness for high emission CH4 and CO2 point sources. Each imaging spectrometer instrument has a spectral range of about 400–2500 nm, 5 nm spectral sampling, a nadir spatial resolution of 30 meters, and nadir swath width of about 19 km. Each satellite is capable of imaging up to 300,000 km2 per day. By combining the results of independent controlled release testing with empirical evaluation of the radiometric, spectral, spatial performance, and retrieval noise performance of the Tanager-1 spectrometer, we predict minimum detection limits of about 66 – 144 kgCH4/h for CH4 point sources and about 10,400 – 19,600 kgCO2/h for CO2 point sources for images with 25 % albedo, 45 degree solar zenith angle, and 3 m/s wind speed. Detection limit varies with imaging mode and environmental variables. Every Tanager satellite provides multiple imaging modes with varying degrees of ground motion compensation that allow trade-offs between detection limit and spatio-temporal coverage. The Carbon Mapper monitoring strategy focuses on routine mapping of major CH4 and CO2 emitting regions and priority facilities around the world. With a single Tanager satellite, the cloud-free median time to access ranges from 2 to 5 days for isolated areas of interest (AOIs) at mid-latitudes. With four Tanager satellites, the cloud-free median time to access is reduced to under 10 hours for isolated AOIs, with weekly to monthly sample frequency for comprehensive mapping of contiguous regions. The constellation is designed for scale-up by launching more satellites with an ultimate goal of providing routine sub-daily monitoring of all high priority regions and 90 % observing system completeness for point sources. Additionally, the satellites are capable of sun-glint tracking over the ocean to allow monitoring of offshore oil and gas fields, a key emission sector that has largely gone unmonitored. A review of the first 7 months of Tanager-1 CH4 and CO2 observations including initial validation with coordinated aircraft under-flights and non-blind controlled release testing indicates that the system is meeting performance requirements and, in many cases, surpassing expectations. We also present early observational findings including the first use of Tanager data to guide the timely mitigation of a CH4 super emitter.

Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this preprint. The responsibility to include appropriate place names lies with the authors.
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Riley Duren, Daniel Cusworth, Alana Ayasse, Kate Howell, Alex Diamond, Tia Scarpelli, Jinsol Kim, Kelly O'neill, Judy Lai-Norling, Andrew Thorpe, Sander R. Zandbergen, Lucas Shaw, Mark Keremedjiev, Jeff Guido, Paul Giuliano, Malkam Goldstein, Ravi Nallapu, Geert Barentsen, David R. Thompson, Keely Roth, Daniel Jensen, Michael Eastwood, Frances Reuland, Taylor Adams, Adam Brandt, Eric A. Kort, James Mason, and Robert O. Green

Status: open (until 23 Jul 2025)

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Riley Duren, Daniel Cusworth, Alana Ayasse, Kate Howell, Alex Diamond, Tia Scarpelli, Jinsol Kim, Kelly O'neill, Judy Lai-Norling, Andrew Thorpe, Sander R. Zandbergen, Lucas Shaw, Mark Keremedjiev, Jeff Guido, Paul Giuliano, Malkam Goldstein, Ravi Nallapu, Geert Barentsen, David R. Thompson, Keely Roth, Daniel Jensen, Michael Eastwood, Frances Reuland, Taylor Adams, Adam Brandt, Eric A. Kort, James Mason, and Robert O. Green
Riley Duren, Daniel Cusworth, Alana Ayasse, Kate Howell, Alex Diamond, Tia Scarpelli, Jinsol Kim, Kelly O'neill, Judy Lai-Norling, Andrew Thorpe, Sander R. Zandbergen, Lucas Shaw, Mark Keremedjiev, Jeff Guido, Paul Giuliano, Malkam Goldstein, Ravi Nallapu, Geert Barentsen, David R. Thompson, Keely Roth, Daniel Jensen, Michael Eastwood, Frances Reuland, Taylor Adams, Adam Brandt, Eric A. Kort, James Mason, and Robert O. Green

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Short summary
We describe the Carbon Mapper emissions monitoring system including methane and carbon dioxide observations from the constellation of Tanager hyperspectral satellites, a global monitoring strategy optimized for enabling mitigation impact at the scale of individual facilities, and a data platform that delivers timely and transparent information for diverse stakeholders. We present early findings from Tanager-1 including the use of our data to locate and repair a leaking oil and gas pipeline.
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