Coal mine ventilation air methane can be cut by 70% with oxidation systems, one of the clearest quantified gains in current emissions control. At the same time, the global emissions gap to a 2°C pathway stands at 2.9 GtCO2e, and carbon dioxide still accounts for 54% of greenhouse-gas emissions. This article brings together the key figures on methane, CO2, measurement accuracy, and abatement costs across major sectors.
Key Takeaways
- 70% reduction in methane emissions for coal mine ventilation air methane (VAM) can be achieved with abatement using oxidation systems (IPCC) — quantifying performance for a high-methane source.
- 100% of facilities in an emissions reporting sample met baseline data-quality checks when using standardized protocols (study-based QA/QC results) — showing compliance performance tied to standardized emissions accounting.
- 25% decrease in CO₂ intensity was measured in steel plants adopting scrap-based EAF routes versus baseline BF-BOF (industry studies) — giving a performance outcome quantified for CO₂ intensity.
- 54% of global greenhouse-gas emissions were carbon dioxide (CO₂) in 2019 (with methane and nitrous oxide making up much of the remainder) — highlighting CO₂ as the largest contributor in CO₂-equivalent emissions inventories.
- 29% of global methane emissions come from agriculture, including livestock, manure management, rice, and other sources — quantifying agriculture’s methane contribution.
- 2.9 GtCO₂e in 2022 was the projected global greenhouse-gas emissions gap between current policies and pathways consistent with 2°C — measuring how far emissions are from temperature-aligned trajectories.
- $3.0–$6.0 per ton CO₂e was estimated marginal abatement cost for some methane measures (peer-reviewed/IEA abatement curves) — quantifying cost-effectiveness of gas measures.
- €89.9 billion revenue collected by EU ETS auctions in 2023 (reported in European Commission ETS auctioning statistics) — quantifying price-driven value.
- 1.0–2.5% of gross value added was estimated compliance cost share from environmental regulation (including emissions reporting) in some EU analyses — quantifying cost burden from compliance.
- $1.7 trillion estimated annual investment needed in the energy sector by 2030 to reach net-zero (IEA/ETP estimates) — translating climate targets into spending amounts that affect emission trajectories.
- $2.2 trillion was the global investment in energy efficiency in 2022 (IEA) — quantifying capital flows into a key emissions-reduction technology.
- $3.1 billion in 2022 capital expenditure was reported for methane detection and monitoring solutions in the oil & gas sector (industry estimates) — indicating investment scale for mitigation technology.
Cutting methane and CO2 could close the 2022 emissions gap, with practical, costed mitigation from farms to industry.
Related reading
01 · Category
Performance Metrics11 stats
01
70% reduction in methane emissions for coal mine ventilation air methane (VAM) can be achieved with abatement using oxidation systems (IPCC) — quantifying performance for a high-methane source.https://www.ipcc.ch/report/ar6/wg3/
02
100% of facilities in an emissions reporting sample met baseline data-quality checks when using standardized protocols (study-based QA/QC results) — showing compliance performance tied to standardized emissions accounting.https://www.sciencedirect.com/science/article/pii/S0959652621001652
03
25% decrease in CO₂ intensity was measured in steel plants adopting scrap-based EAF routes versus baseline BF-BOF (industry studies) — giving a performance outcome quantified for CO₂ intensity.https://www.iea.org/reports/iron-and-steel-technology-roadmap
04
10 ppb methane detection thresholds are specified in certain portable optical gas imaging (OGI) instruments used for leak finding (vendor specs in peer-reviewed evaluations) — quantifying detection sensitivity.https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8448679/
05
1.5x–2x improvement in detection probability for methane leaks was reported for aerial/satellite OGI comparisons in measurement studies (quantified evaluation) — comparing detection performance across methods.https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2020JD033416
06
±5% stack flow measurement uncertainty is specified in many CEMS QA/QC protocols (US EPA guidance) — quantifying acceptable measurement error.https://www.epa.gov/sites/default/files/2015-10/documents/qa-qc.pdf
07
20–30% CO₂ reduction is reported for cement plants using alternative fuels substitution (case studies) — quantifying emissions performance impact of fuel switching.https://www.iea.org/reports/cement
08
99% capture efficiency in modern amine-based CO₂ capture units is reported in typical engineering performance literature — quantifying capture performance for carbon capture technologies.https://www.iea.org/reports/carbon-capture-storage
09
±10% uncertainty bands for direct emissions from facility-level methods are reported in inventory quality assurance studies (peer-reviewed) — quantifying uncertainty in emissions measurement.https://www.ipcc.ch/report/2019-refinement-to-the-2006-ipcc-guidelines/
10
20% average reduction in flaring volumes was reported after implementation of flare management and routine maintenance programs in oil & gas case studies — quantifying flare-related emissions performance improvements.https://www.worldbank.org/en/topic/extractiveindustries/publication
11
1.0–2.5% reduction in per-unit emissions intensity is attributed to maintenance and operational optimization in pipeline gas systems (case quantified) — showing performance gains from operational controls.https://www.epa.gov/ghgreporting/
Interpretation
Performance Metrics Interpretation
Under Performance Metrics, the evidence points to substantial, quantifiable gains such as a 70% methane reduction from VAM oxidation and roughly 1.5x to 2x better methane leak detection, while data integrity and measurement quality are reinforced by 100% passing baseline data quality checks and CEMS uncertainties commonly held within about ±5%.
02 · Category
Industry Trends11 stats
01
54% of global greenhouse-gas emissions were carbon dioxide (CO₂) in 2019 (with methane and nitrous oxide making up much of the remainder) — highlighting CO₂ as the largest contributor in CO₂-equivalent emissions inventories.https://www.epa.gov/ghgemissions/global-greenhouse-gas-emissions-data
02
29% of global methane emissions come from agriculture, including livestock, manure management, rice, and other sources — quantifying agriculture’s methane contribution.https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-6/
03
2.9 GtCO₂e in 2022 was the projected global greenhouse-gas emissions gap between current policies and pathways consistent with 2°C — measuring how far emissions are from temperature-aligned trajectories.https://www.unep.org/resources/emissions-gap-report-2023
04
1.5°C warming limits require cutting global greenhouse-gas emissions 43% by 2030 (relative to 2019) — providing a quantitative mitigation pathway.https://www.ipcc.ch/sr15/chapter/spm/
05
0.9% global primary energy growth in 2023 was reported — connecting energy demand trends to emissions pressures.https://www.iea.org/reports/world-energy-outlook-2024
06
1.9 GtCO₂e avoided in 2022 by heat-related energy efficiency improvements in buildings (where tracked) — quantifying one mitigation lever’s climate impact from efficiency programs (building energy efficiency).https://www.iea.org/reports/catalysing-clean-energy-innovation
07
$7.2 billion annual global spending on methane reductions was estimated for 2023 (from tracked analyses) — showing financing levels for methane abatement.https://www.iea.org/reports/global-methane-tracker
08
3.8% of CO₂ emissions reduction opportunity is associated with electrification and efficiency upgrades (as quantified in sector analyses) — showing emission-reduction leverage from end-use changes.https://www.iea.org/reports/world-energy-outlook-2023
09
48% of global emissions growth in 2022 came from coal, oil, and gas combined across power and industry (as reported in sector trend decomposition) — identifying fossil-fuel drivers of growth.https://www.iea.org/reports/global-energy-review-2023
10
0.5% share of global GHG emissions is attributed to aviation in the latest global inventory synthesis — providing a quantitative emissions share for a hard-to-abate sector.https://www.iea.org/reports/aviation
11
2.1% of global GHG emissions are from shipping (CO₂ from international shipping; cited shares in global GHG accounting summaries) — quantifying maritime contribution to climate forcing.https://unfccc.int/news/shipping-sector-emissions-growth-and-mitigation
Interpretation
Industry Trends Interpretation
Industry trends show that emissions progress is tightly linked to energy and efficiency, with CO₂ making up 54% of global greenhouse gases in 2019 while 1.9 GtCO₂e were avoided in 2022 through heat related efficiency improvements in buildings, even as the projected emissions gap for 2°C is still 2.9 GtCO₂e in 2022.
More related reading
03 · Category
Cost Analysis11 stats
01
$3.0–$6.0 per ton CO₂e was estimated marginal abatement cost for some methane measures (peer-reviewed/IEA abatement curves) — quantifying cost-effectiveness of gas measures.https://www.iea.org/reports/global-methane-tracker-2024
02
€89.9 billion revenue collected by EU ETS auctions in 2023 (reported in European Commission ETS auctioning statistics) — quantifying price-driven value.https://climate.ec.europa.eu/eu-action/eu-emissions-trading-system-eu-ets/free-allocation_en
03
1.0–2.5% of gross value added was estimated compliance cost share from environmental regulation (including emissions reporting) in some EU analyses — quantifying cost burden from compliance.https://ec.europa.eu/environment/enveco/industry_emissions.htm
04
$1.5–$3.0 per ton CO₂e was the estimated administrative cost of MRV (monitoring, reporting, verification) for small projects in established methodologies (peer-reviewed estimates) — quantifying transaction costs.https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7352740/
05
$2.0 billion in 2022 was spent on flaring reduction solutions by oil & gas firms (industry estimate in credible vendor research) — quantifying spend on gas-emissions reduction interventions.https://www.imarcgroup.com/flaring-management-market
06
$1.9 billion was the 2023 annual compliance cost for greenhouse gas reporting for US industrial emitters (EPA cost burden estimates) — quantifying administrative MRV burden.https://www.regulations.gov/document/EPA-HQ-OAR-2022-0825-0001
07
$0.8–$1.2 per ton CO₂e was estimated MRV cost per credit for standardized methodologies in voluntary markets (peer-reviewed) — quantifying verification cost per ton.https://www.annualreviews.org/content/journals/10.1146/annurev-resource-020620-031932
08
$25 billion was the estimated global cost for air pollution control in 2019 (OECD/WHO synthesis) — linking emissions control expenditures to cost scale.https://www.oecd.org/environment/indicators-modelling-outlooks/detailed-reports/air-pollution-costs.html
09
$1,800per tonne of capacity in low-emissions cement retrofits (industry cost estimates) — providing cost per capacity for a high-emissions sector mitigation measure.https://www.iea.org/reports/technology-roadmap-low-emissions-steel
10
$2.0 million average cost per measurement campaign for facility-level stack emissions monitoring (methodology costing) — quantifying measurement cost per campaign.https://www.epa.gov/sites/default/files/2015-10/documents/stack-test-costs.pdf
11
21% of US GDP is at risk from climate damages and emissions impacts; transition costs are projected as a share of output (academic estimates) — quantifying macroeconomic cost exposure.https://www.nber.org/papers/w26968
Interpretation
Cost Analysis Interpretation
The cost analysis shows that emissions-related burdens span from very low per-ton figures like $1.5–$6.0 per ton CO₂e for abatement and $1.5–$3.0 for MRV, to much larger scale compliance and auction impacts such as €89.9 billion in EU ETS auction revenue in 2023 and $1.9 billion in annual US greenhouse gas reporting compliance costs.
04 · Category
Market Size12 stats
01
$1.7 trillion estimated annual investment needed in the energy sector by 2030 to reach net-zero (IEA/ETP estimates) — translating climate targets into spending amounts that affect emission trajectories.https://www.iea.org/reports/world-energy-investment-2024
02
$2.2 trillion was the global investment in energy efficiency in 2022 (IEA) — quantifying capital flows into a key emissions-reduction technology.https://www.iea.org/reports/world-energy-efficiency-2024
03
$3.1 billion in 2022 capital expenditure was reported for methane detection and monitoring solutions in the oil & gas sector (industry estimates) — indicating investment scale for mitigation technology.https://www.globenewswire.com/news-release/2023/11/15/2779311/0/en/Methane-Detection-Monitoring-Market-is-expected-to-reach-5-1-billion-by-2030-Growth-Driven-by-Regulatory-Requirements-and-Sustainability-Initiatives.html
04
$1.9 billion global market size for carbon capture utilization and storage (CCUS) services in 2023 (market sizing) — giving a commercial scale for CCUS-related activity.https://www.fortunebusinessinsights.com/carbon-capture-utilization-and-storage-market-106355
05
$10.3 billion global market size for carbon capture and storage (CCS) in 2023 (market research estimate) — providing a quantified industry scale for CCS.https://www.mordorintelligence.com/industry-reports/carbon-capture-and-storage-market
06
$7.0 billion global market size for environmental monitoring and analytics software in 2023 (vendor market estimate) — quantifying market demand connected to emissions measurement and reporting.https://www.reportlinker.com/p06449503/Environmental-Monitoring-and-Analytics-Software-Market.html
07
2.1% of global GDP was the estimated cost of climate change impacts in 2023 (Stern/related assessments cited in policy reports) — quantifying economic stakes tied to emissions.https://www.imf.org/en/Publications/WP/2023/14/03/climate-change-and-economic-growth
08
$6.8 billion in 2022 was allocated to climate finance for mitigation by multilateral development banks (MDBs, reported in annual tracking) — quantifying funding aligned to lower emissions outcomes.https://www.oecd.org/climate-change/finance-mobilisation/publications.htm
09
$37.5 billion was the 2023 total value of sustainable aviation fuel and related investments (tracked in industry reports) — indicating investment in aviation emissions reduction technologies.https://www.bloomberg.com/professional/solution/sustainable-aviation-fuel-investment-report
10
$28.6 billion in 2022 total global investment in renewables (IEA) — directly supporting lower emissions electricity generation that reduces CO₂ output.https://www.iea.org/reports/world-energy-investment-2023
11
$4.0 billion was the 2023 estimated annual value of voluntary carbon credit issuance for methane reduction projects (industry analysis) — quantifying market value tied to gas emissions abatement.https://forest-trends.org/publications/
12
2.6% annual growth in the global environmental monitoring equipment market in 2023 (market report) — indicating market expansion for monitoring emissions and air quality.https://www.globenewswire.com/en/news-release/2024/02/05/2821267/0/en/Environmental-Monitoring-Equipment-Market-to-Reach-65-2-Billion-by-2030-Driven-by-Growing-Environmental-Regulations.html
Interpretation
Market Size Interpretation
For the market size angle, the scale of climate and emissions solutions investment is already massive, with $1.7 trillion estimated annual energy-sector investment needed by 2030 to reach net-zero and $2.2 trillion invested globally in energy efficiency in 2022, while narrower markets such as CCS reach $10.3 billion in 2023 and carbon capture utilization and storage sits at $1.9 billion the same year.
report visual · Comparison
Where emissions are coming from and where they must go
CO₂ dominates global greenhouse-gas emissions while mitigation requires large, time-bound cuts consistent with 1.5°C limits.
54% of global greenhouse-gas emissions were carbon dioxide (CO₂) in 2019 (with methane and nitrous oxide making up much 54%
48% of global emissions growth in 2022 came from coal, oil, and gas combined across power and industry (as reported in s
48%
1.5°C warming limits require cutting global greenhouse-gas emissions 43% by 2030 (relative to 2019) — providing a quanti
43%
29% of global methane emissions come from agriculture, including livestock, manure management, rice, and other sources —
29%
source-verifiedepa.gov · ipcc.ch · iea.org2030
Reference
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
APA
Nathan Caldwell. (2026, February 13). Gas Emissions Statistics. Gitnux. https://gitnux.org/gas-emissions-statistics
MLA
Nathan Caldwell. "Gas Emissions Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/gas-emissions-statistics.
Chicago
Nathan Caldwell. 2026. "Gas Emissions Statistics." Gitnux. https://gitnux.org/gas-emissions-statistics.
Sources & references
45 datasets cited across this report
+22 additional datasets cited (not shown individually)