--------------------------------------------------------------------- Stable Isotopic Composition of Atmospheric Methane (13C) from the NOAA GML Carbon Cycle Cooperative Global Air Sampling Network, 1998-2021. Version: 2022-12-15 -------------------------------------------------------------------- CONTENTS 1. Data source and contacts 2. Use of data 2.1 Citation 3. Reciprocity 4. Warnings 5. Update notes 6. Introduction 7. DATA - General Comments 7.1 DATA - Sampling Locations 7.2 DATA - File Name Description 7.3 DATA - File Types 7.4 DATA - Content 7.5 DATA - QC Flags 7.6 DATA - Collection Methods 7.7 DATA - Monthly Averages 8. Data retrieval 9. References -------------------------------------------------------------------- 1. DATA SOURCE AND CONTACTS University of Colorado Institute of Arctic and Alpine Research (INSTAAR) Correspondence concerning these data should be directed to: Sylvia Englund Michel Institute of Arctic and Alpine Research Campus Box 450 University of Colorado, Boulder, CO 80309-0450 USA telephone: (303) 735-5850 facsimile: (303) 492-6388 email: sylvia.michel@colorado.edu or Reid Clark Institute of Arctic and Alpine Research Campus Box 450 University of Colorado, Boulder, CO 80309-0450 USA telephone: (303)492-5495 facsimile: (303) 492-6388 email: Reid.Clark@Colorado.edu or Bruce Vaughn Institute of Arctic and Alpine Research Campus Box 450 University of Colorado, Boulder, CO 80309-0450 USA telephone: (303) 492-7985 facsimile: (303) 492-6388 email: Bruce.Vaughn@colorado.edu -------------------------------------------------------------------- 2. USE OF DATA These data are made freely available to the public and the scientific community in the belief that their wide dissemination will lead to greater understanding and new scientific insights. The availability of these data does not constitute publication of the data. NOAA relies on the ethics and integrity of the user to ensure that GML receives fair credit for their work. If the data are obtained for potential use in a publication or presentation, GML should be informed at the outset of the nature of this work. If the GML data are essential to the work, or if an important result or conclusion depends on the GML data, co-authorship may be appropriate. This should be discussed at an early stage in the work. Manuscripts using the GML data should be sent to GML for review before they are submitted for publication so we can ensure that the quality and limitations of the data are accurately represented. 2.1 CITATION Please reference these data as Michel, S.E., Clark, J.R., Vaughn, B.H., Crotwell, M., Madronich, M., Moglia, E., Neff, D., Mund, J. (2022), University of Colorado, Institute of Arctic and Alpine Research (INSTAAR). Stable Isotopic Composition of Atmospheric Methane (13C) from the NOAA GML Carbon Cycle Cooperative Global Air Sampling Network, 1998-2021. Version: 2022-12-15 https://doi.org/10.15138/9p89-1x02 -------------------------------------------------------------------- 3. RECIPROCITY Use of these data implies an agreement to reciprocate. Laboratories making similar measurements agree to make their own data available to the general public and to the scientific community in an equally complete and easily accessible form. Modelers are encouraged to make available to the community, upon request, their own tools used in the interpretation of the GML data, namely well documented model code, transport fields, modeled mole fractions, and additional information necessary for other scientists to repeat the work and to run modified versions. Model availability includes collaborative support for new users of the models. -------------------------------------------------------------------- 4. WARNINGS Every effort is made to produce the most accurate and precise measurements possible. However, we reserve the right to make corrections to the data based on recalibration of standard gases or for other reasons deemed scientifically justified. We are not responsible for results and conclusions based on use of these data without regard to this warning. -------------------------------------------------------------------- 5. UPDATE NOTES +++++++++++++++++++++++++++++++ Lab-wide notes: 2011-10-07 We introduced the term "measurement group", which identifies the group within NOAA or Institute of Arctic and Alpine Research (INSTAAR) University of Colorado Boulder that made the measurement. We can now have multiple groups measuring some of the same trace gas species in our discrete samples. Measurement groups within NOAA and INSTAAR are ccgg: NOAA Carbon Cycle Greenhouse Gases group (CCGG) hats: NOAA Halocarbons and other Atmospheric Trace Species group (HATS) arl: INSTAAR Atmospheric Research Laboratory (ARL) sil: INSTAAR Stable Isotope Laboratory (SIL) curl: INSTAAR Laboratory for Radiocarbon Preparation and Research (CURL) +++++++++++++++++++++++++++++++ Project-specific notes: 2022-07-21 Dataset is now provided in self describing ObsPack format with improved metadata. Surface flask event data are available in NetCDF and ASCII text. Surface flask monthly data are available in ASCII text. Shipboard data binned by 5 or 3 degrees are now removed from surface flask event data, but still provided in monthly data. This format change makes some previous notes irrelevant. 2022-07-20 In 2021, impacts of the COVID-19 pandemic on flask shipping and sampling continues at a few sites. Network sampling coverage remained reasonably good throughout 2021. 2021-07-29 In 2020, the COVID-19 pandemic impacted flask shipping and sampling frequency at many sites causing isolated gaps and some delayed processing into the 2nd half of 2021. In spite of this, network sampling coverage remained reasonably good throughout 2020. 2020-10-22 Sample lat/lon were revised for PSA. All prior entries were set to the correct lat/lon. 2020-07-16 Sample elevation was revised for ALT. All prior entries were set to the correct elevation. 2019-09-09 Sample elevation was corrected for AMY. All prior entries were set to the correct elevation. 2017-07-27 Method codes and sample locations were edited for accuracy. Edited sites are: ZEP, BKT, OXK, CGO, RPB, ASC, CHR, ICE, KEY, KUM, and TAP 2016-08-26 Latitude and longitude were adjusted for 3 sites: ALT Old: 82.4508 -62.5056 205.00 200.00 New: 82.4508 -62.5072 195.00 190.00 TAC Old: 52.5178 1.1389 236.00 56.00 New: 52.5177 1.1386 236.00 56.00 ZEP Old: 78.9067 11.8889 479.00 474.00 New: 78.9067 11.8883 479.00 474.00 Collaborator name corrected for UTA: Old: U.S. National Weather Service [NWS] New: Beth Anderson/NWS Cooperative Observer 2016-07-07 Incorrect sample dates from Ulaan Uul, Mongolia (UUM) from 20 Aug. 2013 through 30 Sept. 2015 were corrected on 13 May 2016. 2016-07-07 Since 24 Jan 2015, air samples from Negev Desert, Israel (WIS) are collected at 29.9731N, 35.0567E, 156 masl; the old location was 30.8595N, 34.7809E, 482 masl. 2016-07-07 Since 03 Dec 2015, sampling in Natal, Brazil (NAT) was moved from 5.5147S, 35.2603W, 20 masl to 5.7952S, 35.1853W, 87 masl. 2015-11-20 Updated the content and format of event files to include elevation in meters above sea level (masl) and sample collection intake height in meters above ground level (magl). Elevation plus collection intake height equals altitude, which has always been included in the NOAA distribution. In adding these 2 fields, the event number column has moved. The new format is described in Sections 7.3 and 7.4. Users may find minor changes (from earlier distributions) to reported monthly mean values for the beginning months of data records. These changes are due to minor corrections to our curve fitting methods as first described by Thoning et al. (JGR,1989). 2015-08-03 The 3-letter site identification code for Ushuaia, Argentina (TDF) was changed to USH to be consistent with the WMO GAWSIS. 2013-08-27 Coordinates of some of the sample locations have changed. These changes improve the specified location based on new information. Changes tend to be minor and do not necessarily reflect a change in the actual sampling location. 2011-10-01 The data file format has been modified to include the measurement group and, additionally, the sample collection and analysis times now include second information (e.g., 2011 03 15 23 06 12). See section 7.3 for details. 2010-10-01 The format of the NOAA ESRL data records has been changed to include an estimate of the uncertainty associated with each measurement. The determination of the estimate is trace gas specific and described in section 6 (INTRODUCTION). +++++++++++++++++++++++++++++++ Parameter-specific notes: ************************************* January 2013 - Second position flags moved to first and third positions: Due to confusion resulting from our second position flags, they were moved to either first or third position. All flags are applied automatically by code except for '!' hand flags. Please see flagging section for more information. May 2014 - Additional first position flags added To increase the quality of the data, we decided to flag data for which there was a small sample peak (less than 3 nA) with a first position 'P' flag. We also decided to flag data for which there was significant (greater than 0.25 permil) drift in the reference gas with a 'D' flag. October 2021 - Amount effect correction added for data from 2018-2020. Third-position 'r' and 'R' flags were introduced to account an amount effect, where isotope delta values were influenced by differences in peak size between the sample and standard peak. Third-position 'r' flags were assigned to all data for which a correction was applied - this includes all data measured 2018-2020. Third-position 'R' flags were assigned to samples with a pronounced amount effect, where the difference between the sample and standard peak size exceeded 2.5 nA. Both 'r' and 'R' flagged data have expanded uncertainty due to the uncertainty of the data correction calculation, in addition to the standard analytical uncertainty. Nov 2022 - Adjustments to flagging We reduced the peak size that is flagged from 3 nA to 2 nA. However, we added a flag starting in 2021 when the peak size is more than 1 nA different than the standard peak size. This addresses the 'amount effect' that was problematic previously. We also increased the allowable drift from 0.25 permil to 0.3 permil between standards. -------------------------------------------------------------------- 6. INTRODUCTION The data files in this archive list measurements of the stable isotopic composition (13C) of atmospheric methane. The isotopic analysis was performed at the Stable Isotope Laboratory, CU-INSTAAR, using samples of air provided by the NOAA Global Monitoring Laboratory Global Greenhouse Gas Reference Network. This release contains data for flask samples beginning in 1998 and extending through the end of 2021. Data are given for all sites where at least 18 months of data are available. The subdirectories txt and nc contain all measurements from flask samples collected at each site. The txt directory also contains monthly values given only in those months where there are data, and no interpolation is made for missing months. All NOAA sites for which CH4 isotope data has been collected up to 2021 are included. Data from recently initiated sites will be included in future releases. See Trolier et al., 1996 or Conway et al., 1994 for details of the sampling network, equipment and procedures. ------------------------------------------------------------------- 7. DATA - GENERAL COMMENTS Isotope data are reported as isotope delta values: the ratio of minor to major isotopes relative to a standard. The 'delta' notation is d13C(CH4) = [ (13C/12C)sam / (13C/12C)std - 1 ] and is customarily expressed as a multiple of 1000 in units of 'permil'. The scale for carbon isotopes is the VPDB scale and is realized through calcite reference materials. Our local realization of the VPDB scale is through to Dr. Stan Tyler's lab at the University of California Irvine. He measured d13C-CH4 of methane in air relative to CO2 produced by reaction of NBS-19. All of the samples have been analyzed at the Stable Isotope Laboratory at CU-INSTAAR in Boulder, Colorado, using either a Micromass Optima or Elementar Isoprime isotope-ratio mass spectrometer coupled to a methane a custom-built trapping system, a gas chromatograph, and a combustion furnace. Measurement precision is approximately 0.06 permil for 13C (where 'precision' is taken as the long term reproducibility of a surveillance cylinder of ambient air. Current efforts to validate this scale and compare with other labs in the isotopic community are ongoing. For more information regarding calibrations of methane-in-air isotopes, see the recent review by Umezawa et al., 2017. For more information on our methodology, please refer to the following publications: Vaughn, B.H., J. Miller, D. F. Ferretti, J. W. C. White 2004: Stable isotope measurements of atmospheric CO2 and CH4. Handbook of Stable Isotope Analytical Techniques, vol 1, ch.14, Elsiever, 1248 p. Miller, J. B., K. A. Mack, R. Dissly, J. W. C. White, E. J. Dlugokencky, and P. P. Tans 2002: Development of analytical methods and measurements of 13C/12C in atmospheric CH4 from the NOAA Climate Monitoring and Diagnostics Laboratory Global Air Sampling Network. J Geophys. Res., v107, NO. D13. In 2013 we added a metric of uncertainty for isotopes of methane. This is not a "true" calculation of uncertainty in a metrological sense - instead it is a metric of short- to medium-term reproducibility of a surveillance cylinder. This air cylinder is well characterized by long-term measurement, and in addition to tracking our ties to VPDB over the long term, it alerts us to any problems with the mass spectrometer or extraction system. We use the standard deviation of ten runs' worth of surveillance cylinder measurements as the uncertainty metric. Usually four samples are run a day, of which all but the first are used (due to known irregularities caused by the tank regulator). For each run, the uncertainty is calculated from data from that run, regardless of its flagging, and the previous nine runs of unflagged data. (For example, if the current run is flagged, that surveillance cylinder data will be used in the uncertainty calculation; however, the next day's run will not use the flagged data in its uncertainty calculation.) As of Dec 2013, uncertainty is calculated with each run, and has been back-calculated to 2006. In May 2017, a post combustion column was added to remove doubly-charged Kr ions which interferes with measurement of the different masses of CH4- derived CO2. Extensive tests of cylinders with different CH4/Kr ratios before and after implementation of the PC column show that there is very little effect of Krypton on samples with methane mole fraction over 1400 ppb. A data correction has been applied for all 2018-2020 data to reduce a positive bias introduced by our sample preparation system. During this time there was a clog in a valve that caused reduced flow through our methane trapping system, causing smaller sample peaks in our analyzer, especially in low-pressure flasks. The difference in peak heights between samples and standards exacerbated an "amount effect" problem, where the peak height influenced the measured isotope delta value. With ongoing extensive testing that began in 2019, we discovered that our amount effect was variable, with an average of -0.019 permil/nA and a standard deviation of 0.047 permil/nA. To correct for it, we applied a Monte Carlo approach: we applied 100 randomly-chosen slopes from the list of measured corrections and calculated the mean of the corrected values. The standard deviation of the 100 iterations were added in quadrature to the analytical uncertainty to account for the error in the correction. Data for which the amount effect correction has been applied has a third position 'r'. A third position 'R' flag was added where the sample peak height differs from the standard peak height by more than 2.5 nA, where the correction was significant. This correction is imperfect, but does reduce a positive bias in the data suggested by intercomparisons with other research groups. If further evidence suggests a better way to handle this effect, we may revisit the correction for this time period. Evidence suggests that the amount effect comes from the combustion process, though investigations continue. In late-2020, the obstruction in the system was resolved and we now reliably control for peak size across sample types; therefore the amount effect is now within measurement noise. Pacific Ocean Cruise (POC, travelling between the US west coast and New Zealand or Australia) flask-air samples were collected in about 5 degree latitude intervals. For South China Sea (SCS), samples were collected at about 3 degree latitude intervals. Sampling intervals are approximately weekly for fixed sites and average one sample every 3 weeks per latitude zone for POC and about one sample every week per latitude for SCS. Historically, samples have been collected using two general methods: flushing and then pressurizing glass flasks with a pump, or opening a stopcock on an evacuated glass flask; since 28 April 2003, only the former method is used. During each sampling event, a pair of flasks is filled. ------------------------------------------------------------------- 7.1 DATA - SAMPLING LOCATIONS For a summary of sampling locations, please visit https://gml.noaa.gov/dv/site/?program=ccgg. Note: Data for all species may not be available for all sites listed in the table. To view near real-time data, manipulate and compare data, and create custom graphs, please visit https://gml.noaa.gov/dv/iadv/. ------------------------------------------------------------------- 7.2 DATA - FILE NAME DESCRIPTION Encoded into each file name are the parameter (trace gas identifier); sampling site; sampling project; laboratory ID number; measurement group (optional); and optional qualifiers that further define the file contents. All file names use the following naming scheme: 1 2 3 4 5 [parameter]_[site]_[project]_[lab ID number]_[optional measurement group]_[optional 6 7 qualifiers].[file type] 1. [parameter] Identifies the measured parameter or trace gas species. (ex) co2 Carbon dioxide ch4 Methane co2c13 d13C (co2) merge more than one parameter 2. [site] Identifies the sampling site code. (ex) brw pocn30 car amt 3. [project] Identifies sampling platform and strategy. (ex) surface-flask surface-pfp surface-insitu aircraft-pfp aircraft-insitu tower-insitu 4. [lab ID number] A numeric field that identifies the sampling laboratory (1,2,3, ...). NOAA GML is lab number 1 (see https://gml.noaa.gov/ccgg/obspack/labinfo.html). 5. [optional measurement group] Identifies the group within the NOAA GML or the Institute of Arctic and Alpine Research (INSTAAR) at the University of Colorado Boulder that made the measurement. It is possible to have multiple different groups measuring some of the same trace gas species in our discrete samples. Measurement groups within NOAA and INSTAAR are ccgg: NOAA Carbon Cycle Greenhouse Gases group (CCGG) hats: NOAA Halocarbons and other Atmospheric Trace Species group (HATS) arl: INSTAAR Atmospheric Research Laboratory (ARL) sil: INSTAAR Stable Isotope Laboratory (SIL) curl: INSTAAR Laboratory for Radiocarbon Preparation and Research (CURL) 6. [optional qualifiers] Optional qualifier(s) may indicate data subsetting or averaging. Multiple qualifiers are delimited by an underscore (_). A more detailed description of the file contents is included within each data file. (ex) event All measurement results for all collected samples (discrete (flask) data only). month Computed monthly averages all collected samples (discrete (flask) data only). hour_#### Computed hourly averages for the specified 4-digit year (quasi-continuous data only) HourlyData Computed hourly averages for entire record (quasi-continuous data only) DailyData Computed daily averages for entire record (quasi-continuous data only) MonthlyData Computed monthly averages for entire record (quasi-continuous data only) 7. [file type] File format (netCDF, ASCII text). (ex) txt ASCII text file nc netCDF4 file ------------------------------------------------------------------- 7.3 DATA - FILE TYPE We now provide some NOAA Global Monitoring Laboratory measurements in two unique file formats; netCDF and ASCII text. The Network Common Data Form (NetCDF) is a self-describing, machine-independent data format that supports creation, access, and sharing of array-oriented scientific data. To learn more about netCDF and how to read netCDF files, please visit http://www.unidata.ucar.edu. The ASCII text (technically UTF-8 encoded) file is derived directly from the netCDF file. The text file is also self-describing and can be viewed using any ASCII or UTF-8 capable text editor. "Self-describing" means the file includes enough information about the included data (called metadata) that no additional file is required to understand the structure of the data and how to read and use the data. Note that some non-ASCII characters (accents, international character sets) may be present in various names and contact information. These may require a UTF-8 capable text editor to view properly. ------------------------------------------------------------------- 7.4 DATA - CONTENT See individual files for description of the provided variables and other dataset metadata. ------------------------------------------------------------------- 7.5 QC FLAGS NOAA GML uses a 3-column quality control flag where each column is defined as follows: column 1 REJECTION flag. An alphanumeric other than a period (.) in the FIRST column indicates a sample with obvious problems during collection or analysis. This measurement should not be interpreted. column 2 SELECTION flag. An alphanumeric other than a period (.) in the SECOND column indicates a sample that is likely valid but does not meet selection criteria determined by the goals of a particular investigation. column 3 INFORMATION flag. An alphanumeric other than a period (.) in the THIRD column provides additional information about the collection or analysis of the sample. WARNING: A "P" in the 3rd column of the QC flag indicates the measurement result is preliminary and has not yet been carefully examined by the PI. The "P" flag is removed once the quality of the measurement has been assessed. Reject flags (1st flag character) A known problem in analysis (poor precision of measured standard air) a analysis problem (specifics unknown) ! Hand-flagged by INSTAAR researcher: analytical problem. E specific analysis problem due to extraction manifold problem B specific analysis problem due to transfer pump n known sampling problem -- taken from NOAA CH4 data base + bad pair, high member - bad pair, low member . good flask Data measured after 2006 may have these flags: H mean of trap (cylinder of known isotopic value run as sample) in same run as sample was more than 0.3 permil above the long-term mean L mean trap value in same run as sample was more than 0.3 permil below the long term mean P small peak (less than 2 nA) - too low for accurate analysis Y peak too large (greater than 18 nA) - swamps collectors D too much drift; more than 0.3 permil drift in the reference gas (this limit was previously set at 0.25 permil) Data measured before 2006 may have these flags: D a second aliquot taken more than 20 days after the first 2 a 'D' flag applied over another hard flag (e.g., D+n=2 or D+A=2) M a third or greater aliquot taken more than 20 days after the first 3 a 'M' flag applied over another hard flag (e.g., T+n=2 or T+A=2) Data measured 2020 and after may have this flag Z standard and sample peaks are more than 1 nA different ------------------------------------------------------------------------------ Non-background flags (2nd flag character) X outlier by more than 3-sigma from a smooth curve fit to CH4C13 data x outlier flag taken from CH4 data (ie, outlier in CH4 concentration) Z hand-flagged by NOAA (not INSTAAR) researchers . good flask ----------------------------------------------------------------------------- Retain flags (3rd flag character) S flask analyzed singly, without its mate . good flask I intercomparison sample i intercomparison sample flag overwriting previous (now lost) flag o No surveillance cylinder data associated with this sample T trap samples had unusually high variance (0.2 permil) Data measured 2018-2020 may have these third position flags r Correction for 'amount effect' applied to these data R Correction for 'amount effect' is significant, because peak height of sample differs from standard by more than 2.5 nA ------------------------------------------------------------------- 7.6 COLLECTION METHODS A single-character code is used to identify the sample collection method. The codes are: P - Sample collected using a portable, battery powered pumping unit. Two flasks are connected in series, flushed with air, and then pressurized to 1.2 - 1.5 times ambient pressure. D - Similar to P but the air passes through a condenser cooled to about 5 deg C to partially dry the sample. G - Similar to D but with a gold-plated condenser. T - Evacuated flask filled by opening an O-ring sealed stopcock. S - Flasks filled at NOAA GML observatories by sampling air from the in situ CO2 measurement air intake system. N - Before 1981, flasks filled using a hand-held aspirator bulb. After 1981, flasks filled using a pump different from those used in method P, D, or G. F - Five liter evacuated flasks filled by opening a ground glass, greased stopcock ------------------------------------------------------------------- 7.7 DATA - MONTHLY AVERAGES The monthly data files in https://gml.noaa.gov/aftp/data/trace_gases/ch4c13/flask/surface/ use the following naming scheme (see Section 7.2): [parameter]_[site]_[project]_[lab ID number]_[measurement group]_month.txt (ex) CH4_pocn30_surface-flask_1_ccgg_month.txt contains CH4 ccgg monthly mean values for all surface flask samples collected on the Pacific Ocean Cruise sampling platform and grouped at 30N +/- 2.5 degrees. (ex) CO2_brw_surface-flask_1_ccgg_month.txt contains CO2 ccgg monthly mean values for all surface flask samples collected at Barrow, Alaska. Monthly means are produced for each site by first averaging all valid measurement results in the event file with a unique sample date and time. Values are then extracted at weekly intervals from a smooth curve (Thoning et al., 1989) fitted to the averaged data and these weekly values are averaged for each month to give the monthly means recorded in the files. Flagged data are excluded from the curve fitting process. Some sites are excluded from the monthly mean directory because sparse data or a short record does not allow a reasonable curve fit. Also, if there are 3 or more consecutive months without data, monthly means are not calculated for these months. The data files contain multiple lines of header information followed by one line for each available month. Fields are defined as follows: Field 1: [SITE CODE] The three-character sampling location code (see above). Field 2: [YEAR] The sample collection year and month. Field 3: [MONTH] Field 4: [MEAN VALUE] Computed monthly mean value ------------------------------------------------------------------- 8. DATA RETRIEVAL All (ASCII text and netCDF) files are located in "https://gml.noaa.gov/aftp/data/trace_gases/ch4c13/flask/surface/". To transfer all files in a directory, it is more efficient to download the tar or zipped files. Individual or zipped files can be downloaded using your web browser by clicking the hyperlinked file or right clicking hyperlink and using browser menu to 'save as' or similar. Files can also be accessed by anonymous ftp at aftp.cmdl.noaa.gov. ------------------------------------------------------------------- 9. REFERENCES Conway, T.J., Tans, P.P., Waterman, L.S., Thoning, K.W., Kitzis, D.R., Masarie, K.A., and Zhang, N. 1994. Evidence for interannual variability of the carbon cycle from the NOAA/CMDL global air sampling network, JGR 99, 22831-22855. Miller, J. B., Mack, K. A., Dissly, R., White, J. W. C., Dlugokencky, E. J. and Tans, P. P. 2002. Development of analytical methods and measurements of 13C/12C in atmospheric CH4 from the NOAA/CMDL global air sampling network. J. Geophys. Res. 107, doi: 10.1029/2001JD000630. Thoning, K.W., Tans, P.P., and Komhyr, W.D. 1989, Atmospheric carbon dioxide at Mauna Loa Observatory 2. Analysis of the NOAA GMCC Data, 1974-1985, J. Geophys. Res., 94, 8549-8565. Umezawa, T., Brenninkmeijer, C., Rockmann, T., van der Veen, C., Tyler, S. C., Fujita, R., Morimoto, S., Aoki, S., Sowers, T., Schmitt, J., and Bock, M. (2018). Interlaboratory comparison of d13C and dD measurements of atmospheric CH4 for combined use of data sets from different laboratories. Atmospheric Measurement Techniques. Vaughn, B., Ferretti, D., Miller, J. and White, J. 2004. Stable isotope measurements of atmospheric CO2 and CH4. Handbook of Stable Isotope Analytical Techniques, vol 1, ch. 14, Elsevier, 1248 p. -------------------------------------------------------------------