Coking coal mines
Coking coal mines were defined as mines for which coking coal production accounts for 50% or more of total production. The dataset used is provided by Instrat, based on 2024 data reported by the Polish Geological Institute (PIG).
Coal types 31-33 were considered as thermal coal, whilst 34-38 as coking coal.
The authors note that for two mines, Sośnica and Brzeszcze, while the majority of reported production is classified as coal type 34 (formally a coking coal type), available evidence suggests that this coal may have been sold for energy generation in Poland. In this report the official coal type classification was applied, and therefore classified the following two mines as coking coal mines.
Satellite data filtering and spatial distance selection
A spatial filter was applied to include only observations within Poland’s coal mining regions, followed by additional quality screening to remove observations with uncertain emission-source or plume-shape estimates. The resulting plume dataset can be accessed here.
For source attribution, the distance between each plume’s estimated origin and the nearest coal-mine facility was used as the primary criterion. Tanager-1’s geolocation accuracy (CE90) of 50 meters –indicating that 90% of true plume sources fall within this radius – was adopted as the spatial threshold for attribution.
Facility-level attribution of methane emission observations
Methane plumes were attributed based on their proximity to the nearest coal-mine facility, with particular focus on plumes connected to drainage systems. After proximity-based attribution, several additional steps were undertaken to strengthen confidence in the assignment. These included reviewing the presence of multiple nearby coal-mine facilities, assessing the overall plume shape, and examining wind direction at the time of satellite acquisition.
A final verification step compared Carbon Mapper true-color imagery with Google Earth imagery to verify alignment of ground features. This process produced a qualitative confidence estimate for each plume attributed to a drainage system. The list of detected emission events attributed to drainage systems can be accessed here.
Emission flux comparison to EU cars on the road
Comparison of methane emission of 7,557 kg equivalent to the amount of cars on the road follows two main steps. First, methane CO2 equivalent is calculated based on GWP-20 = 82.5:
7,557 * 82.5 = 623,452.5 kg CO2e.
Average EU car CO2 emissions are estimated to be 106.4 g CO2/km. Assuming average EU driving speed of 50 km/h, an EU car emissions per hour:
106.4 g/km * 50 km= 5.32 kg
This equates to:
623,452.5 kg CO2e / 5.32 kg = 117,190 ≈ 117,000 cars.
Emission flux comparison to household consumption
Drainage systems reportedly released 57 thousand tonnes of methane in 2024. This value is converted to household energy by converting it to its energy content (methane has 50 MJ/kg):
57,000,000 kg CH4 * 50 MJ/kg = 2,850,000,000 MJ
The household energy is then converted to kWh (1 MJ ~ 0.2778 kWh), and assuming an average efficiency of 85% to convert to heat: 672,970,500 kWh.
Average annual heating per household in Poland was estimated as 2.41 MWh, using average heating per capita, and average household data.