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Global Methane Budget 2000–2020

Journal Article · · Earth System Science Data (Online)
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  1. Univ. Paris-Saclay, Gif-sur-Yvette (France); CEA, CNRS, UVSQ, Gif-sur-Yvette (France). Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL); et al.
Understanding and quantifying the global methane (CH4) budget is important for assessing realistic pathways to mitigate climate change. CH4 is the second most important human-influenced greenhouse gas in terms of climate forcing after carbon dioxide (CO2), and both emissions and atmospheric concentrations of CH4 have continued to increase since 2007 after a temporary pause. The relative importance of CH4 emissions compared to those of CO2 for temperature change is related to its shorter atmospheric lifetime, stronger radiative effect, and acceleration in atmospheric growth rate over the past decade, the causes of which are still debated. Two major challenges in quantifying the factors responsible for the observed atmospheric growth rate arise from diverse, geographically overlapping CH4 sources and from the uncertain magnitude and temporal change in the destruction of CH4 by short-lived and highly variable hydroxyl radicals (OH). To address these challenges, we have established a consortium of multidisciplinary scientists under the umbrella of the Global Carbon Project to improve, synthesise, and update the global CH4 budget regularly and to stimulate new research on the methane cycle. Following Saunois et al. (2016, 2020), we present here the third version of the living review paper dedicated to the decadal CH4 budget, integrating results of top-down CH4 emission estimates (based on in situ and Greenhouse Gases Observing SATellite (GOSAT) atmospheric observations and an ensemble of atmospheric inverse-model results) and bottom-up estimates (based on process-based models for estimating land surface emissions and atmospheric chemistry, inventories of anthropogenic emissions, and data-driven extrapolations). We present a budget for the most recent 2010–2019 calendar decade (the latest period for which full data sets are available), for the previous decade of 2000–2009 and for the year 2020. The revision of the bottom-up budget in this 2025 edition benefits from important progress in estimating inland freshwater emissions, with better counting of emissions from lakes and ponds, reservoirs, and streams and rivers. This budget also reduces double counting across freshwater and wetland emissions and, for the first time, includes an estimate of the potential double counting that may exist (average of 23 Tg CH4 yr−1). Bottom-up approaches show that the combined wetland and inland freshwater emissions average 248 [159–369] Tg CH4 yr−1 for the 2010–2019 decade. Natural fluxes are perturbed by human activities through climate, eutrophication, and land use. In this budget, we also estimate, for the first time, this anthropogenic component contributing to wetland and inland freshwater emissions. Newly available gridded products also allowed us to derive an almost complete latitudinal and regional budget based on bottom-up approaches. For the 2010–2019 decade, global CH4 emissions are estimated by atmospheric inversions (top-down) to be 575 Tg CH4 yr−1 (range 553–586, corresponding to the minimum and maximum estimates of the model ensemble). Of this amount, 369 Tg CH4 yr−1 or ∼ 65 % is attributed to direct anthropogenic sources in the fossil, agriculture, and waste and anthropogenic biomass burning (range 350–391 Tg CH4 yr−1 or 63 %–68 %). For the 2000–2009 period, the atmospheric inversions give a slightly lower total emission than for 2010–2019, by 32 Tg CH4 yr−1 (range 9–40). The 2020 emission rate is the highest of the period and reaches 608 Tg CH4 yr−1 (range 581–627), which is 12 % higher than the average emissions in the 2000s. Since 2012, global direct anthropogenic CH4 emission trends have been tracking scenarios that assume no or minimal climate mitigation policies proposed by the Intergovernmental Panel on Climate Change (shared socio-economic pathways SSP5 and SSP3). Bottom-up methods suggest 16 % (94 Tg CH4 yr−1) larger global emissions (669 Tg CH4 yr−1, range 512–849) than top-down inversion methods for the 2010–2019 period. The discrepancy between the bottom-up and the top-down budgets has been greatly reduced compared to the previous differences (167 and 156 Tg CH4 yr−1 in Saunois et al. (2016, 2020) respectively), and for the first time uncertainties in bottom-up and top-down budgets overlap. Although differences have been reduced between inversions and bottom-up, the most important source of uncertainty in the global CH4 budget is still attributable to natural emissions, especially those from wetlands and inland freshwaters. The tropospheric loss of methane, as the main contributor to methane lifetime, has been estimated at 563 [510–663] Tg CH4 yr−1 based on chemistry–climate models. These values are slightly larger than for 2000–2009 due to the impact of the rise in atmospheric methane and remaining large uncertainty (∼ 25 %). The total sink of CH4 is estimated at 633 [507–796] Tg CH4 yr−1 by the bottom-up approaches and at 554 [550–567] Tg CH4 yr−1 by top-down approaches. However, most of the top-down models use the same OH distribution, which introduces less uncertainty to the global budget than is likely justified. For 2010–2019, agriculture and waste contributed an estimated 228 [213–242] Tg CH4 yr−1 in the top-down budget and 211 [195–231] Tg CH4 yr−1 in the bottom-up budget. Fossil fuel emissions contributed 115 [100–124] Tg CH4 yr−1 in the top-down budget and 120 [117–125] Tg CH4 yr−1 in the bottom-up budget. Biomass and biofuel burning contributed 27 [26–27] Tg CH4 yr−1 in the top-down budget and 28 [21–39] Tg CH4 yr−1 in the bottom-up budget. We identify five major priorities for improving the CH4 budget: (i) producing a global, high-resolution map of water-saturated soils and inundated areas emitting CH4 based on a robust classification of different types of emitting ecosystems; (ii) further development of process-based models for inland-water emissions; (iii) intensification of CH4 observations at local (e.g. FLUXNET-CH4 measurements, urban-scale monitoring, satellite imagery with pointing capabilities) to regional scales (surface networks and global remote sensing measurements from satellites) to constrain both bottom-up models and atmospheric inversions; (iv) improvements of transport models and the representation of photochemical sinks in top-down inversions; and (v) integration of 3D variational inversion systems using isotopic and/or co-emitted species such as ethane as well as information in the bottom-up inventories on anthropogenic super-emitters detected by remote sensing (mainly oil and gas sector but also coal, agriculture, and landfills) to improve source partitioning. The data presented here can be downloaded from https://doi.org/10.18160/GKQ9-2RHT (Martinez et al., 2024).
Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-05CH11231; AC05-76RL01830
OSTI ID:
2565107
Alternate ID(s):
OSTI ID: 2575192
Report Number(s):
PNNL-SA--209647
Journal Information:
Earth System Science Data (Online), Journal Name: Earth System Science Data (Online) Journal Issue: 5 Vol. 17; ISSN 1866-3516
Publisher:
Copernicus PublicationsCopyright Statement
Country of Publication:
United States
Language:
English

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Technical potentials and costs for reducing global anthropogenic methane emissions in the 2050 timeframe –results from the GAINS model journal February 2020
Methane emissions decline from reduced oil, natural gas, and refinery production during COVID-19 journal February 2023
Biogeochemistry of Methane Exchange between Natural Wetlands and the Atmosphere journal January 2005
Greenhouse Gas Emissions from Reservoir Water Surfaces: A New Global Synthesis journal October 2016
Anthropogenic emission is the main contributor to the rise of atmospheric methane during 1993–2017 journal November 2021
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Climate change and freshwater ecosystems: impacts across multiple levels of organization journal July 2010
Surface Water Microwave Product Series Version 3: A Near-Real Time and 25-Year Historical Global Inundated Area Fraction Time Series From Active and Passive Microwave Remote Sensing journal September 2019
Acceleration of cyanobacterial dominance in north temperate-subarctic lakes during the Anthropocene journal February 2015
Methane emissions from rice paddies natural wetlands, lakes in China: synthesis new estimate journal October 2012
A synthesis of methane emissions from 71 northern, temperate, and subtropical wetlands journal April 2014
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Higher yields and lower methane emissions with new rice cultivars journal June 2017
Punching above their weight: Large release of greenhouse gases from small agricultural dams journal November 2018
Identifying dominant environmental predictors of freshwater wetland methane fluxes across diurnal to seasonal time scales journal May 2021
Regional trends and drivers of the global methane budget journal October 2021
A 130‐year global inventory of methane emissions from livestock: Trends, patterns, and drivers journal June 2022
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Trees as net sinks for methane (CH 4 ) and nitrous oxide (N 2 O) in the lowland tropical rain forest on volcanic Réunion Island journal November 2020
Emission of methane, carbon monoxide, carbon dioxide and short-chain hydrocarbons from vegetation foliage under ultraviolet irradiation: Foliar emissions of methane under UV radiation journal January 2015
Methane emissions partially offset “blue carbon” burial in mangroves journal June 2018
Shipborne eddy covariance observations of methane fluxes constrain Arctic sea emissions journal January 2020
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Greenhouse gas emissions from African lakes are no longer a blind spot journal June 2022
Large increases in methane emissions expected from North America’s largest wetland complex journal March 2023
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Freshwater Methane Emissions Offset the Continental Carbon Sink journal January 2011
Small Interannual Variability of Global Atmospheric Hydroxyl journal January 2011
Simultaneously Mitigating Near-Term Climate Change and Improving Human Health and Food Security journal January 2012
Continental-Scale Effects of Nutrient Pollution on Stream Ecosystem Functioning journal June 2012
Methane Leaks from North American Natural Gas Systems journal February 2014
Methane emissions from the 2015 Aliso Canyon blowout in Los Angeles, CA journal February 2016
Global extent of rivers and streams journal June 2018
Old carbon reservoirs were not important in the deglacial methane budget journal February 2020
Global assessment of oil and gas methane ultra-emitters journal February 2022
Record-high CO 2 emissions from boreal fires in 2021 journal March 2023
Phosphate Inhibits Acetotrophic Methanogenesis on Rice Roots journal February 2000
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Permafrost and Climate Change: Carbon Cycle Feedbacks From the Warming Arctic journal October 2022
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High Precision Long-Term Monitoring of Radiatively Active and Related Trace Gases at Surface Sites and from Aircraft in the Southern Hemisphere Atmosphere journal January 1999
Worldwide Measurements of Atmospheric CO 2 and Other Trace Gas Species Using Commercial Airlines journal October 2008
New Insights on the Chemical Composition of the Siberian Air Shed From The Yak-Aerosib Aircraft Campaigns journal May 2010
GSWP-2: Multimodel Analysis and Implications for Our Perception of the Land Surface journal October 2006
FLUXNET-CH 4 Synthesis Activity: Objectives, Observations, and Future Directions journal July 2019
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Correction: Greenhouse gases Observing SATellite 2 (GOSAT-2): mission overview journal July 2023
The role of molecular hydrogen and methane oxidation in the water vapour budget of the stratosphere journal January 1988
Isotopes on a Boat: Real-Time Spectroscopic Measurement of Methane Isotopologues from Offshore Oil and Gas Emissions conference January 2021
Correction: Social Insects Dominate Eastern US Temperate Hardwood Forest Macroinvertebrate Communities in Warmer Regions journal January 2013
Watershed Sediment Losses to Lakes Accelerating Despite Agricultural Soil Conservation Efforts journal January 2013
Diel Surface Temperature Range Scales with Lake Size journal March 2016
Conflicting estimates of natural geologic methane emissions journal November 2021
Global geological methane emissions: An update of top-down and bottom-up estimates journal January 2019
Why Study Birds in Rice Fields? journal December 2010
Verifying Greenhouse Gas Emissions: Methods to Support International Climate Agreements book June 2010
The ecology of methane in streams and rivers: patterns, controls, and global significance journal May 2016
Controls on methane concentrations and fluxes in streams draining human‐dominated landscapes journal July 2016
Global methane and nitrous oxide emissions from terrestrial ecosystems due to multiple environmental changes journal March 2015
Emissions from the Oil and Gas Sectors, Coal Mining and Ruminant Farming Drive Methane Growth over the Past Three Decades journal January 2021
Improved Chemical Tracer Simulation by MIROC4.0-based Atmospheric Chemistry-Transport Model (MIROC4-ACTM) journal January 2018
A Synthesis of Global Coastal Ocean Greenhouse Gas Fluxes preprint April 2023
A Comparative Analysis of Soil Fauna Populations and Their Role in Decomposition Processes journal December 1982
Emerging global role of small lakes and ponds: little things mean a lot journal June 2010
The size-distribution of earth’s lakes and ponds: Limits to power-law behavior journal August 2022
Carbon Emissions From Oil Palm Plantations on Peat Soil journal August 2019
Methane dynamics in vegetated habitats in inland waters: quantification, regulation, and global significance journal January 2024
The methane imperative journal July 2024
Global Atmospheric δ13CH4 and CH4 Trends for 2000–2020 from the Atmospheric Transport Model TM5 Using CH4 from Carbon Tracker Europe–CH4 Inversions journal July 2023
The Global Inventory of Methane Hydrate in Marine Sediments: A Theoretical Approach journal July 2012
Methane Emission Estimates by the Global High-Resolution Inverse Model Using National Inventories journal October 2019
Detection of Methane Emission from a Local Source Using GOSAT Target Observations journal January 2020
CH4 Fluxes Derived from Assimilation of TROPOMI XCH4 in CarbonTracker Europe-CH4: Evaluation of Seasonality and Spatial Distribution in the Northern High Latitudes journal March 2023
MERLIN: A French-German Space Lidar Mission Dedicated to Atmospheric Methane journal October 2017
Spatial and temporal patterns of CO 2 and CH 4 fluxes in China's croplands in response to multifactor environmental changes journal April 2011
The IAGOS-core greenhouse gas package: a measurement system for continuous airborne observations of CO2, CH4, H2O and CO journal January 2015
CH4 Monitoring and Background Concentration at Zhongshan Station, Antarctica journal January 2016
Methanogenic activity in plankton samples and fish intestines A mechanism for in situ methanogenesis in oceanic surface waters journal November 1979
Sources and sinks of methane in Lake Baikal: A synthesis of measurements and modeling journal September 2007
Global fire emissions and the contribution of deforestation, savanna, forest, agricultural, and peat fires (1997–2009) journal January 2010
TransCom model simulations of CH 4 and related species: linking transport, surface flux and chemical loss with CH 4 variability in the troposphere and lower stratosphere journal January 2011
Stable atmospheric methane in the 2000s: key-role of emissions from natural wetlands journal January 2013
Analysis of present day and future OH and methane lifetime in the ACCMIP simulations journal January 2013
An MCM modeling study of nitryl chloride (ClNO 2 ) impacts on oxidation, ozone production and nitrogen oxide partitioning in polluted continental outflow journal January 2014
Comparisons of continuous atmospheric CH4, CO2 and N2O measurements – results from a travelling instrument campaign at Mace Head journal January 2014
Sensitivity of the recent methane budget to LMDz sub-grid-scale physical parameterizations journal January 2015
Long-lived atmospheric trace gases measurements in flask samples from three stations in India journal January 2015
Global impacts of tropospheric halogens (Cl, Br, I) on oxidants and composition in GEOS-Chem journal January 2016
Quantifying the loss of processed natural gas within California's South Coast Air Basin using long-term measurements of ethane and methane journal January 2016
Inventory of anthropogenic methane emissions in mainland China from 1980 to 2010 journal January 2016
Variability and quasi-decadal changes in the methane budget over the period 2000–2012 journal January 2017
The recent increase of atmospheric methane from 10 years of ground-based NDACC FTIR observations since 2005 journal January 2017
Global inverse modeling of CH 4 sources and sinks: an overview of methods journal January 2017
Ozone sensitivity to varying greenhouse gases and ozone-depleting substances in CCMI-1 simulations journal January 2018
Monitoring global tropospheric OH concentrations using satellite observations of atmospheric methane journal January 2018
A very limited role of tropospheric chlorine as a sink of the greenhouse gas methane journal January 2018
Inter-model comparison of global hydroxyl radical (OH) distributions and their impact on atmospheric methane over the 2000–2016 period journal January 2019
Emissions of methane in Europe inferred by total column measurements journal January 2019
The role of chlorine in global tropospheric chemistry journal January 2019
Global distribution of methane emissions, emission trends, and OH concentrations and trends inferred from an inversion of GOSAT satellite data for 2010–2015 journal January 2019
Impact of El Niño–Southern Oscillation on the interannual variability of methane and tropospheric ozone journal January 2019
Trends in global tropospheric hydroxyl radical and methane lifetime since 1850 from AerChemMIP journal January 2020
On the role of trend and variability in the hydroxyl radical (OH) in the global methane budget journal November 2020
Airborne measurements of fire emission factors for African biomass burning sampled during the MOYA campaign journal December 2020
Strong sensitivity of the isotopic composition of methane to the plausible range of tropospheric chlorine journal July 2020
Remote sensing of methane leakage from natural gas and petroleum systems revisited journal August 2020
Influences of hydroxyl radicals (OH) on top-down estimates of the global and regional methane budgets journal August 2020
Large and increasing methane emissions from eastern Amazonia derived from satellite data, 2010–2018 journal January 2021
Technical note: A high-resolution inverse modelling technique for estimating surface CO2 fluxes based on the NIES-TM–FLEXPART coupled transport model and its adjoint journal January 2021
Global tropospheric halogen (Cl, Br, I) chemistry and its impact on oxidants journal January 2021
Global distribution of methane emissions: a comparative inverse analysis of observations from the TROPOMI and GOSAT satellite instruments journal September 2021
Measurement report: Regional characteristics of seasonal and long-term variations in greenhouse gases at Nainital, India, and Comilla, Bangladesh journal November 2021
Measurement report: Changing characteristics of atmospheric CH4 in the Tibetan Plateau: records from 1994 to 2019 at the Mount Waliguan station journal January 2021
2010–2015 North American methane emissions, sectoral contributions, and trends: a high-resolution inversion of GOSAT observations of atmospheric methane journal January 2021
Global methane budget and trend, 2010–2017: complementarity of inverse analyses using in situ (GLOBALVIEWplus CH4 ObsPack) and satellite (GOSAT) observations journal January 2021
A three-dimensional-model inversion of methyl chloroform to constrain the atmospheric oxidative capacity journal March 2021
Spatial and temporal variability in the hydroxyl (OH) radical: understanding the role of large-scale climate features and their influence on OH through its dynamical and photochemical drivers journal January 2021
Investigating the global OH radical distribution using steady-state approximations and satellite data journal August 2022
Methane emissions from China: a high-resolution inversion of TROPOMI satellite observations journal August 2022
Satellite quantification of oil and natural gas methane emissions in the US and Canada including contributions from individual basins journal September 2022
COVID-19 lockdown emission reductions have the potential to explain over half of the coincident increase in global atmospheric methane journal November 2022
Estimating emissions of methane consistent with atmospheric measurements of methane and δ13C of methane journal December 2022
How do Cl concentrations matter for the simulation of CH4 and δ13C(CH4) and estimation of the CH4 budget through atmospheric inversions? journal December 2022
Quantifying fossil fuel methane emissions using observations of atmospheric ethane and an uncertain emission ratio journal March 2022
Quantifying methane emissions from the global scale down to point sources using satellite observations of atmospheric methane journal July 2022
A high-resolution satellite-based map of global methane emissions reveals missing wetland, fossil fuel, and monsoon sources journal March 2023
Methane emissions are predominantly responsible for record-breaking atmospheric methane growth rates in 2020 and 2021 journal April 2023
Technical note: Constraining the hydroxyl (OH) radical in the tropics with satellite observations of its drivers – first steps toward assessing the feasibility of a global observation strategy journal June 2023
Continuous weekly monitoring of methane emissions from the Permian Basin by inversion of TROPOMI satellite observations journal July 2023
Reconciling the bottom-up and top-down estimates of the methane chemical sink using multiple observations journal January 2023
Atmospheric data support a multi-decadal shift in the global methane budget towards natural tropical emissions journal July 2023
Opinion: Beyond global means – novel space-based approaches to indirectly constrain the concentrations of and trends and variations in the tropospheric hydroxyl radical (OH) journal November 2024
Estimation of the atmospheric hydroxyl radical oxidative capacity using multiple hydrofluorocarbons (HFCs) journal January 2024
Investigation of the renewed methane growth post-2007 with high-resolution 3-D variational inverse modeling and isotopic constraints journal February 2024
Small emission sources in aggregate disproportionately account for a large majority of total methane emissions from the US oil and gas sector journal February 2025
Hemispheric average Cl atom concentration from 13C/12C ratios in atmospheric methane journal January 2004
Carbon monoxide, methane and carbon dioxide columns retrieved from SCIAMACHY by WFM-DOAS: year 2003 initial data set journal January 2005
Atmospheric methane and carbon dioxide from SCIAMACHY satellite data: initial comparison with chemistry and transport models journal January 2005
Centennial evolution of the atmospheric methane budget: what do the carbon isotopes tell us? journal January 2007
The atmospheric cycling of radiomethane and the "fossil fraction" of the methane source journal January 2007
Civil Aircraft for the regular investigation of the atmosphere based on an instrumented container: The new CARIBIC system journal January 2007
Validation of ACE-FTS v2.2 methane profiles from the upper troposphere to the lower mesosphere journal May 2008
Tropospheric methane in the tropics – first year from IASI hyperspectral infrared observations journal January 2009
AirCore-HR: a high-resolution column sampling to enhance the vertical description of CH 4 and CO 2 journal January 2017
Greenhouse gas measurements from a UK network of tall towers: technical description and first results journal January 2018
A UAV-based active AirCore system for measurements of greenhouse gases journal January 2018
Retrieval of greenhouse gases from GOSAT and GOSAT-2 using the FOCAL algorithm journal June 2022
Accounting for surface reflectance spectral features in TROPOMI methane retrievals journal March 2023
A blended TROPOMI+GOSAT satellite data product for atmospheric methane using machine learning to correct retrieval biases journal August 2023
IMK–IAA MIPAS retrieval version 8: CH4 and N2O journal May 2024
Continuous low-maintenance CO 2 /CH 4 /H 2 O measurements at the Zotino Tall Tower Observatory (ZOTTO) in Central Siberia journal January 2010
Preliminary validation of column-averaged volume mixing ratios of carbon dioxide and methane retrieved from GOSAT short-wavelength infrared spectra journal January 2011
Improvement of the retrieval algorithm for GOSAT SWIR XCO 2 and XCH 4 and their validation using TCCON data journal January 2013
Derivation of tropospheric methane from TCCON CH 4 and HF total column observations journal January 2014
Retrieval of tropospheric column-averaged CH 4 mole fraction by solar absorption FTIR-spectrometry using N 2 O as a proxy journal January 2014
Methane emission estimates using chamber and tracer release experiments for a municipal waste water treatment plant journal January 2015
Bias corrections of GOSAT SWIR XCO2 and XCH4 with TCCON data and their evaluation using aircraft measurement data journal January 2016
Present state of global wetland extent and wetland methane modelling: conclusions from a model inter-comparison project (WETCHIMP) journal January 2013
Estimated stocks of circumpolar permafrost carbon with quantified uncertainty ranges and identified data gaps journal January 2014
WETCHIMP-WSL: intercomparison of wetland methane emissions models over West Siberia journal January 2015
Modeling spatiotemporal dynamics of global wetlands: comprehensive evaluation of a new sub-grid TOPMODEL parameterization and uncertainties journal January 2016
Evidence for methane production by the marine algae Emiliania huxleyi journal January 2016
Soil methane oxidation in both dry and wet temperate eucalypt forests shows a near-identical relationship with soil air-filled porosity journal January 2017
Carbon dynamics and CO2 and CH4 outgassing in the Mekong delta journal January 2018
Microbial methanogenesis in the sulfate-reducing zone of sediments in the Eckernförde Bay, SW Baltic Sea journal January 2018
An assessment of natural methane fluxes simulated by the CLASS-CTEM model journal January 2018
Ideas and perspectives: is shale gas a major driver of recent increase in global atmospheric methane? journal January 2019
Variations in dissolved greenhouse gases (CO2, CH4, N2O) in the Congo River network overwhelmingly driven by fluvial-wetland connectivity journal January 2019
Evaluation of wetland CH4 in the Joint UK Land Environment Simulator (JULES) land surface model using satellite observations journal December 2022
Greenhouse gas emissions from Indian rice fields: calibration and upscaling using the DNDC model journal January 2005
Comment on Ideas and perspectives: is shale gas a major driver of recent increase in global atmospheric methane? by Robert W. Howarth (2019) preprint February 2020
Ensemble estimates of global wetland methane emissions over 2000–2020 journal January 2025
Spatial and temporal patterns of CH 4 and N 2 O fluxes in terrestrial ecosystems of North America during 1979–2008: application of a global biogeochemistry model journal January 2010
Attribution of spatial and temporal variations in terrestrial methane flux over North America journal January 2010
Constraining global methane emissions and uptake by ecosystems journal January 2011
Barriers to predicting changes in global terrestrial methane fluxes: analyses using CLM4Me, a methane biogeochemistry model integrated in CESM journal January 2011
Climate-CH 4 feedback from wetlands and its interaction with the climate-CO 2 feedback journal January 2011
A dynamic model of wetland extent and peat accumulation: results for the Holocene journal January 2012
An assessment of the carbon balance of Arctic tundra: comparisons among observations, process models, and atmospheric inversions journal January 2012
Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power journal January 2012
Use of a process-based model for assessing the methane budgets of global terrestrial ecosystems and evaluation of uncertainty journal January 2012
Terrestrial methane emissions from the Last Glacial Maximum to the preindustrial period journal January 2020
Atmospheric methane since the last glacial maximum was driven by wetland sources journal June 2023
History of chemically and radiatively important atmospheric gases from the Advanced Global Atmospheric Gases Experiment (AGAGE) journal January 2018
Gridded maps of geological methane emissions and their isotopic signature journal January 2019
Monthly gridded data product of northern wetland methane emissions based on upscaling eddy covariance observations journal January 2019
Global atmospheric carbon monoxide budget 2000–2017 inferred from multi-species atmospheric inversions journal January 2019
EDGAR v4.3.2 Global Atlas of the three major greenhouse gas emissions for the period 1970–2012 journal January 2019
The Global Methane Budget 2000–2017 journal January 2020
WFDE5: bias-adjusted ERA5 reanalysis data for impact studies journal January 2020
A decade of GOSAT Proxy satellite CH4 observations journal January 2020
Development of the global dataset of Wetland Area and Dynamics for Methane Modeling (WAD2M) journal January 2021
The consolidated European synthesis of CH4 and N2O emissions for the European Union and United Kingdom: 1990–2017 journal January 2021
FLUXNET-CH4: a global, multi-ecosystem dataset and analysis of methane seasonality from freshwater wetlands journal January 2021
BAWLD-CH4: a comprehensive dataset of methane fluxes from boreal and arctic ecosystems journal January 2021
VODCA2GPP – a new, global, long-term (1988–2020) gross primary production dataset from microwave remote sensing journal March 2022
Comparing national greenhouse gas budgets reported in UNFCCC inventories against atmospheric inversions journal April 2022
Pre- and post-production processes increasingly dominate greenhouse gas emissions from agri-food systems journal April 2022
The consolidated European synthesis of CH4 and N2O emissions for the European Union and United Kingdom: 1990–2019 journal March 2023
GRiMeDB: the Global River Methane Database of concentrations and fluxes journal July 2023
Deconstruction of tropospheric chemical reactivity using aircraft measurements: the Atmospheric Tomography Mission (ATom) data journal July 2023
Multi-decadal trends and variability in burned area from the fifth version of the Global Fire Emissions Database (GFED5) journal November 2023
Global Greenhouse Gas Reconciliation 2022 [Supplement] preprint March 2025
The Northern Circumpolar Soil Carbon Database: spatially distributed datasets of soil coverage and soil carbon storage in the northern permafrost regions journal January 2013
The global methane budget 2000–2012 journal January 2016
Global fire emissions estimates during 1997–2016 journal January 2017
The Total Carbon Column Observing Network site description for Lauder, New Zealand journal January 2017
Global methane emission estimates for 2000–2012 from CarbonTracker Europe-CH 4 v1.0 journal January 2017
Historical greenhouse gas concentrations for climate modelling (CMIP6) journal January 2017
A 4D-Var inversion system based on the icosahedral grid model (NICAM-TM 4D-Var v1.0) – Part 2: Optimization scheme and identical twin experiment of atmospheric CO2 inversion journal January 2017
Historic global biomass burning emissions for CMIP6 (BB4CMIP) based on merging satellite observations with proxies and fire models (1750–2015) journal January 2017
AerChemMIP: quantifying the effects of chemistry and aerosols in CMIP6 journal January 2017
Review of the global models used within phase 1 of the Chemistry–Climate Model Initiative (CCMI) journal January 2017
Soil Methanotrophy Model (MeMo v1.0): a process-based model to quantify global uptake of atmospheric methane by soil journal January 2018
Historical (1750–2014) anthropogenic emissions of reactive gases and aerosols from the Community Emissions Data System (CEDS) journal January 2018
Global emissions pathways under different socioeconomic scenarios for use in CMIP6: a dataset of harmonized emissions trajectories through the end of the century journal January 2019
The shared socio-economic pathway (SSP) greenhouse gas concentrations and their extensions to 2500 journal January 2020
Variational inverse modeling within the Community Inversion Framework v1.1 to assimilate δ13C(CH4) and CH4: a case study with model LMDz-SACS journal June 2022
The Fire Inventory from NCAR version 2.5: an updated global fire emissions model for climate and chemistry applications journal July 2023
Optimising CH4 simulations from the LPJ-GUESS model v4.1 using an adaptive Markov chain Monte Carlo algorithm journal March 2024
Simulating the variations of carbon dioxide in the global atmosphere on the hexagonal grid of DYNAMICO coupled with the LMDZ6 model: Supplement [Tables S1 and S2] preprint November 2023
Implementation and evaluation of a new methane model within a dynamic global vegetation model: LPJ-WHyMe v1.3.1 journal January 2010
The Atmospheric Chemistry and Climate Model Intercomparison Project (ACCMIP): overview and description of models, simulations and climate diagnostics journal January 2013
Present state of global wetland extent and wetland methane modelling: methodology of a model inter-comparison project (WETCHIMP) journal January 2013
DYPTOP: a cost-efficient TOPMODEL implementation to simulate sub-grid spatio-temporal dynamics of global wetlands and peatlands journal January 2014
Modelling methane emissions from natural wetlands by development and application of the TRIPLEX-GHG model journal January 2014
DYNAMICO-1.0, an icosahedral hydrostatic dynamical core designed for consistency and versatility journal January 2015
Competition between plant functional types in the Canadian Terrestrial Ecosystem Model (CTEM) v. 2.0 journal January 2016
The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6 journal January 2016
Global multi-scale segmentation of continental and coastal waters from the watersheds to the continental margins journal January 2013


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