{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,12]],"date-time":"2026-10-12T23:37:12Z","timestamp":1791848232804,"version":"4.3.4"},"reference-count":158,"publisher":"American Geophysical Union (AGU)","issue":"4","license":[{"start":{"date-parts":[[2021,4,7]],"date-time":"2021-04-07T00:00:00Z","timestamp":1617753600000},"content-version":"vor","delay-in-days":6,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"funder":[{"DOI":"10.13039\/100002264","name":"Oklahoma Humanities Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100002264","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000104","name":"National Aeronautics and Space Administration","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000104","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006198","name":"Goddard Space Flight Center","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006198","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["agupubs.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["J Adv Model Earth Syst"],"published-print":{"date-parts":[[2021,4]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>\n                    The Goddard Earth Observing System composition forecast (GEOS\u2010CF) system is a high\u2010resolution (0.25\u00b0) global constituent prediction system from NASA's Global Modeling and Assimilation Office (GMAO). GEOS\u2010CF offers a new tool for atmospheric chemistry research, with the goal to supplement NASA's broad range of space\u2010based and in\u2010situ observations. GEOS\u2010CF expands on the GEOS weather and aerosol modeling system by introducing the GEOS\u2010Chem chemistry module to provide hindcasts and 5\u2010days forecasts of atmospheric constituents including ozone (O\n                    <jats:sub>3<\/jats:sub>\n                    ), carbon monoxide (CO), nitrogen dioxide (NO\n                    <jats:sub>2<\/jats:sub>\n                    ), sulfur dioxide (SO\n                    <jats:sub>2<\/jats:sub>\n                    ), and fine particulate matter (PM\n                    <jats:sub>2.5<\/jats:sub>\n                    ). The chemistry module integrated in GEOS\u2010CF is identical to the offline GEOS\u2010Chem model and readily benefits from the innovations provided by the GEOS\u2010Chem community. Evaluation of GEOS\u2010CF against satellite, ozonesonde and surface observations for years 2018\u20132019 show realistic simulated concentrations of O\n                    <jats:sub>3<\/jats:sub>\n                    , NO\n                    <jats:sub>2<\/jats:sub>\n                    , and CO, with normalized mean biases of \u22120.1 to 0.3, normalized root mean square errors between 0.1\u20130.4, and correlations between 0.3\u20130.8. Comparisons against surface observations highlight the successful representation of air pollutants in many regions of the world and during all seasons, yet\u00a0also highlight current limitations, such as a global high bias in SO\n                    <jats:sub>2<\/jats:sub>\n                    and an overprediction of summertime O\n                    <jats:sub>3<\/jats:sub>\n                    over the Southeast United States. GEOS\u2010CF v1.0 generally overestimates aerosols by 20%\u201350% due to known issues in GEOS\u2010Chem v12.0.1 that have been addressed in later versions. The 5\u2010days forecasts have skill scores comparable to the 1\u2010day hindcast. Model skills can be improved significantly by applying a bias\u2010correction to the surface model output using a machine\u2010learning approach.\n                  <\/jats:p>","DOI":"10.1029\/2020ms002413","type":"journal-article","created":{"date-parts":[[2021,3,21]],"date-time":"2021-03-21T22:54:57Z","timestamp":1616367297000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":167,"title":["Description of the NASA GEOS Composition Forecast Modeling System GEOS\u2010CF v1.0"],"prefix":"10.1029","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0552-4298","authenticated-orcid":false,"given":"Christoph A.","family":"Keller","sequence":"first","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Universities Space Research Association  Columbia MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0837-8502","authenticated-orcid":false,"given":"K. Emma","family":"Knowland","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Universities Space Research Association  Columbia MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1123-2275","authenticated-orcid":false,"given":"Bryan N.","family":"Duncan","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junhua","family":"Liu","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Universities Space Research Association  Columbia MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel C.","family":"Anderson","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Universities Space Research Association  Columbia MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sampa","family":"Das","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Universities Space Research Association  Columbia MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert A.","family":"Lucchesi","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Science Systems and Applications, Inc.  Lanham MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Elizabeth W.","family":"Lundgren","sequence":"additional","affiliation":[{"name":"School of Engineering and Applied Sciences Harvard University  Cambridge MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4828-0032","authenticated-orcid":false,"given":"Julie M.","family":"Nicely","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Earth System Science Interdisciplinary Center University of Maryland College Park  Lanham MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4585-4192","authenticated-orcid":false,"given":"Eric","family":"Nielsen","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Science Systems and Applications, Inc.  Lanham MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lesley E.","family":"Ott","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Emily","family":"Saunders","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Science Systems and Applications, Inc.  Lanham MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8103-1663","authenticated-orcid":false,"given":"Sarah A.","family":"Strode","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Universities Space Research Association  Columbia MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6445-9254","authenticated-orcid":false,"given":"Pamela A.","family":"Wales","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"},{"name":"Universities Space Research Association  Columbia MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Daniel J.","family":"Jacob","sequence":"additional","affiliation":[{"name":"School of Engineering and Applied Sciences Harvard University  Cambridge MA USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0200-717X","authenticated-orcid":false,"given":"Steven","family":"Pawson","sequence":"additional","affiliation":[{"name":"NASA Goddard Space Flight Center  Greenbelt MD USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"13","published-online":{"date-parts":[[2021,4,7]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-12-591-2012"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1175\/JAS3791.1"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-19-9613-2019"},{"key":"e_1_2_8_5_1","first-page":"114","article-title":"Aerosol analysis and forecast in the European Center for Medium\u2010Range Weather Forecasts Integrated Forecast System: Data assimilation","volume":"13205","author":"Benedetti A.","year":"2009","journal-title":"Journal of Geophysical Research"},{"key":"e_1_2_8_6_1","doi-asserted-by":"publisher","DOI":"10.1029\/2001JD000807"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-11-2333-2018"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1014980619462"},{"key":"e_1_2_8_9_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00382-017-3835-2"},{"key":"e_1_2_8_10_1","doi-asserted-by":"publisher","DOI":"10.1175\/JCLI-D-16-0613.1"},{"key":"e_1_2_8_11_1","volume-title":"Multi\u2010satellite volcanic sulfur dioxide L4 long\u2010term global database V3","author":"Carn S.","year":"2019"},{"key":"e_1_2_8_12_1","doi-asserted-by":"publisher","DOI":"10.1038\/ngeo1687"},{"key":"e_1_2_8_13_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-20-2073-2020"},{"key":"e_1_2_8_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"e_1_2_8_15_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0442(1990)003<0209:PFTAOS>2.0.CO;2"},{"key":"e_1_2_8_16_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0469(1992)049<0762:ASRMFU>2.0.CO;2"},{"key":"e_1_2_8_17_1","unstructured":"M.\u2010D. Chou M. J. Suarez 1994 NASA Goddard Space Flight Center Greenbelt MD 85"},{"key":"e_1_2_8_18_1","doi-asserted-by":"publisher","DOI":"10.1029\/2009JD012820"},{"key":"e_1_2_8_19_1","doi-asserted-by":"publisher","DOI":"10.5194\/essd-10-1987-2018"},{"key":"e_1_2_8_20_1","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms13444"},{"key":"e_1_2_8_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2019.117133"},{"key":"e_1_2_8_22_1","series-title":"The Quick Fire Emissions Dataset (QFED)\u2014Documentation of versions 2.1, 2.2 and 2.4. Technical report series on Global Modeling and Data Assimilation","first-page":"212","author":"Darmenov A. S.","year":"2015"},{"key":"e_1_2_8_23_1","doi-asserted-by":"publisher","DOI":"10.1021\/es9006004"},{"key":"e_1_2_8_24_1","doi-asserted-by":"publisher","DOI":"10.5194\/amt-12-4561-2019"},{"key":"e_1_2_8_25_1","doi-asserted-by":"publisher","DOI":"10.1029\/2005JD006311"},{"key":"e_1_2_8_26_1","article-title":"Description of current temporal emission patterns and sensitivity of predicted AQ for temporal emission patterns","author":"Denier van der Gon H.","year":"2011","journal-title":"TNO EU FP7 MACC deliverable report D_D\u2010EMIS_1.3"},{"key":"e_1_2_8_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2015.02.021"},{"key":"e_1_2_8_28_1","doi-asserted-by":"publisher","DOI":"10.1029\/94JD01245"},{"key":"e_1_2_8_29_1","doi-asserted-by":"publisher","DOI":"10.1029\/2004JD004632"},{"key":"e_1_2_8_30_1","doi-asserted-by":"publisher","DOI":"10.1002\/2013JD021159"},{"key":"e_1_2_8_31_1","doi-asserted-by":"publisher","DOI":"10.1002\/2015JD024121"},{"key":"e_1_2_8_32_1","doi-asserted-by":"publisher","DOI":"10.1029\/2007JD008459"},{"key":"e_1_2_8_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2014.02.001"},{"key":"e_1_2_8_34_1","doi-asserted-by":"publisher","DOI":"10.1029\/2018JD030182"},{"key":"e_1_2_8_35_1","doi-asserted-by":"publisher","DOI":"10.1029\/2019MS001882"},{"key":"e_1_2_8_36_1","doi-asserted-by":"publisher","DOI":"10.1029\/2005GL022469"},{"key":"e_1_2_8_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2006.09.048"},{"key":"e_1_2_8_38_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-13-461-2020"},{"key":"e_1_2_8_39_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-16-11497-2016"},{"key":"e_1_2_8_40_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-14-2679-2014"},{"key":"e_1_2_8_41_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-8-975-2015"},{"key":"e_1_2_8_42_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-2-253-2009"},{"key":"e_1_2_8_43_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-7-4639-2007"},{"key":"e_1_2_8_44_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0469(1994)051<2238:COTMMC>2.0.CO;2"},{"key":"e_1_2_8_45_1","doi-asserted-by":"publisher","DOI":"10.1002\/2016JD024863"},{"key":"e_1_2_8_46_1","doi-asserted-by":"publisher","DOI":"10.1175\/JCLI-D-16-0758.1"},{"key":"e_1_2_8_47_1","doi-asserted-by":"publisher","DOI":"10.5194\/amt-12-169-2019"},{"key":"e_1_2_8_48_1","doi-asserted-by":"publisher","DOI":"10.1029\/2003GB002079"},{"key":"e_1_2_8_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2018.10.344"},{"key":"e_1_2_8_50_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-18-6223-2018"},{"key":"e_1_2_8_51_1","doi-asserted-by":"publisher","DOI":"10.1021\/es00139a016"},{"key":"e_1_2_8_52_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-5-1471-2012"},{"key":"e_1_2_8_53_1","doi-asserted-by":"publisher","DOI":"10.1175\/MWR3237.1"},{"key":"e_1_2_8_54_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0442(1995)008<0784:COTSGP>2.0.CO;2"},{"key":"e_1_2_8_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCISE.2004.1255817"},{"key":"e_1_2_8_56_1","doi-asserted-by":"publisher","DOI":"10.1029\/2007JD008761"},{"key":"e_1_2_8_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2017.08.036"},{"key":"e_1_2_8_58_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-11-4603-2018"},{"key":"e_1_2_8_59_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-12-7779-2012"},{"key":"e_1_2_8_60_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-12-1725-2019"},{"key":"e_1_2_8_61_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-11-7781-2011"},{"key":"e_1_2_8_62_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-15-5275-2015"},{"key":"e_1_2_8_63_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-20-8063-2020"},{"key":"e_1_2_8_64_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-11-3137-2011"},{"key":"e_1_2_8_65_1","doi-asserted-by":"publisher","DOI":"10.1029\/2018JD029133"},{"key":"e_1_2_8_66_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-15-11411-2015"},{"key":"e_1_2_8_67_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2021.118241"},{"key":"e_1_2_8_68_1","doi-asserted-by":"publisher","DOI":"10.5194\/os-6-913-2010"},{"key":"e_1_2_8_69_1","first-page":"3555\u20133592","article-title":"Global impact of COVID\u201019 restrictions on the surface concentrations of nitrogen dioxide and ozone","volume":"21","author":"Keller C. A.","year":"2020","journal-title":"Atmospheric Chemistry and Physics Discussions"},{"key":"e_1_2_8_70_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-7-1409-2014"},{"key":"e_1_2_8_71_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-15-10411-2015"},{"key":"e_1_2_8_72_1","doi-asserted-by":"publisher","DOI":"10.1029\/2002JD002423"},{"key":"e_1_2_8_73_1","doi-asserted-by":"publisher","DOI":"10.5194\/amt-14-455-2021"},{"key":"e_1_2_8_74_1","doi-asserted-by":"publisher","DOI":"10.1029\/2010JD014758"},{"key":"e_1_2_8_75_1","volume-title":"MODIS atmosphere L2 aerosol product. NASA MODIS Adaptive processing system","author":"Levy R. C.","year":"2015"},{"key":"e_1_2_8_76_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-10-10399-2010"},{"key":"e_1_2_8_77_1","doi-asserted-by":"publisher","DOI":"10.5194\/amt-13-6175-2020"},{"key":"e_1_2_8_78_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0493(2004)132<2293:AVLFDC>2.0.CO;2"},{"key":"e_1_2_8_79_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-18-16571-2018"},{"key":"e_1_2_8_80_1","doi-asserted-by":"publisher","DOI":"10.1029\/2000JD900839"},{"issue":"111557","key":"e_1_2_8_81_1","article-title":"Diagnosing spatial biases and uncertainties in global fire emissions inventories: Indonesia as regional case study","volume":"237","author":"Liu T.","year":"2020","journal-title":"Remote Sensing of Environment"},{"key":"e_1_2_8_82_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0493(2000)128<3187:ANBLMS>2.0.CO;2"},{"key":"e_1_2_8_83_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-8-595-2015"},{"key":"e_1_2_8_84_1","unstructured":"Louis J. &Geleyn J.(1982).A short history of the PBL parameterization at ECMWF. InProceedings of the ECMWF workshop on planetary boundary layer parameterization(pp.59\u201380).Reading UK:ECMWF."},{"key":"e_1_2_8_85_1","first-page":"58","volume-title":"File specification for GEOS\u20105 FP\u2010it","author":"Lucchesi R.","year":"2015"},{"key":"e_1_2_8_86_1","first-page":"61","volume-title":"File specification for GEOS\u20105 FP","author":"Lucchesi R.","year":"2017"},{"key":"e_1_2_8_87_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-13-2879-2020"},{"key":"e_1_2_8_88_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-12-3439-2019"},{"key":"e_1_2_8_89_1","doi-asserted-by":"publisher","DOI":"10.1002\/jgrd.50817"},{"key":"e_1_2_8_90_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-16-1603-2016"},{"key":"e_1_2_8_91_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.est.6b02602"},{"key":"e_1_2_8_92_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-8-2777-2015"},{"key":"e_1_2_8_93_1","doi-asserted-by":"publisher","DOI":"10.1029\/2002JD002622"},{"key":"e_1_2_8_94_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0469(1987)044<1775:TEOOEG>2.0.CO;2"},{"key":"e_1_2_8_95_1","doi-asserted-by":"publisher","DOI":"10.1029\/2005JD005858"},{"key":"e_1_2_8_96_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-17-8725-2017"},{"key":"e_1_2_8_97_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-15-6283-2015"},{"key":"e_1_2_8_98_1","doi-asserted-by":"publisher","DOI":"10.1029\/2019JD031767"},{"key":"e_1_2_8_99_1","doi-asserted-by":"publisher","DOI":"10.1029\/2012GL053979"},{"key":"e_1_2_8_100_1","series-title":"Tech. Rep. Series on global modeling and data assimilation","first-page":"117","author":"Molod A.","year":"2012"},{"key":"e_1_2_8_101_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-8-1339-2015"},{"key":"e_1_2_8_102_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-15-3575-2015"},{"key":"e_1_2_8_103_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.288.5465.500"},{"key":"e_1_2_8_104_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0493(1992)120<0978:RASAPO>2.0.CO;2"},{"key":"e_1_2_8_105_1","doi-asserted-by":"publisher","DOI":"10.1029\/2012JD017934"},{"key":"e_1_2_8_106_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-13-5277-2013"},{"key":"e_1_2_8_107_1","doi-asserted-by":"publisher","DOI":"10.1002\/2017MS001011"},{"key":"e_1_2_8_108_1","doi-asserted-by":"publisher","DOI":"10.1029\/1999GB900091"},{"key":"e_1_2_8_109_1","volume-title":"Open\u2010source Data Inventory for Anthropogenic CO2 (ODIAC) emission dataset","author":"Oda T.","year":"2017"},{"key":"e_1_2_8_110_1","doi-asserted-by":"publisher","DOI":"10.5194\/essd-10-87-2018"},{"key":"e_1_2_8_111_1","doi-asserted-by":"publisher","DOI":"10.1002\/2014JD021590"},{"key":"e_1_2_8_112_1","doi-asserted-by":"publisher","DOI":"10.1002\/2017MS001053"},{"key":"e_1_2_8_113_1","doi-asserted-by":"publisher","DOI":"10.1029\/2002JD003190"},{"key":"e_1_2_8_114_1","doi-asserted-by":"publisher","DOI":"10.1029\/2003JD004473"},{"key":"e_1_2_8_115_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-12-6723-2012"},{"key":"e_1_2_8_116_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature13721"},{"key":"e_1_2_8_117_1","doi-asserted-by":"publisher","DOI":"10.1029\/2006JD007673"},{"key":"e_1_2_8_118_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-20-11119-2020"},{"key":"e_1_2_8_119_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-20-4227-2020"},{"key":"e_1_2_8_120_1","doi-asserted-by":"publisher","DOI":"10.1029\/92JD00719"},{"key":"e_1_2_8_121_1","doi-asserted-by":"publisher","DOI":"10.1029\/93GL00226"},{"key":"e_1_2_8_122_1","doi-asserted-by":"publisher","DOI":"10.1175\/1520-0493(1994)122<1930:MGLDIA>2.0.CO;2"},{"key":"e_1_2_8_123_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1058673"},{"key":"e_1_2_8_124_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2007.07.022"},{"key":"e_1_2_8_125_1","doi-asserted-by":"publisher","DOI":"10.1029\/2008JD010701"},{"key":"e_1_2_8_126_1","doi-asserted-by":"publisher","DOI":"10.1029\/2019JD030243"},{"key":"e_1_2_8_127_1","doi-asserted-by":"publisher","DOI":"10.1175\/JCLI-D-16-0609.1"},{"key":"e_1_2_8_128_1","doi-asserted-by":"publisher","DOI":"10.1175\/JAS3385.1"},{"key":"e_1_2_8_129_1","doi-asserted-by":"publisher","DOI":"10.1029\/2011JD016794"},{"key":"e_1_2_8_130_1","article-title":"The GEOS\u20105 data assimilation system\u2014documentation of versions 5.0.1, 5.1.0, and 5.2.0","volume":"27","author":"Rienecker M. M.","year":"2008","journal-title":"Technical Report Series on Global Modeling and Data Assimilation 104606"},{"key":"e_1_2_8_131_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-6-187-2006"},{"key":"e_1_2_8_132_1","doi-asserted-by":"publisher","DOI":"10.1029\/2007GB003031"},{"key":"e_1_2_8_133_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-7-3823-2007"},{"key":"e_1_2_8_134_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-20-1483-2020"},{"key":"e_1_2_8_135_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-19-6107-2019"},{"key":"e_1_2_8_136_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-16-12239-2016"},{"key":"e_1_2_8_137_1","doi-asserted-by":"publisher","DOI":"10.1029\/2006JD007100"},{"key":"e_1_2_8_138_1","doi-asserted-by":"publisher","DOI":"10.1029\/1999JD901006"},{"key":"e_1_2_8_139_1","doi-asserted-by":"publisher","DOI":"10.1029\/2006JD007971"},{"key":"e_1_2_8_140_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2011.07.012"},{"key":"e_1_2_8_141_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-7-2435-2007"},{"key":"e_1_2_8_142_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.atmosenv.2013.05.051"},{"key":"e_1_2_8_143_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-15-11789-2015"},{"key":"e_1_2_8_144_1","doi-asserted-by":"crossref","unstructured":"Suarez M. Trayanov A. Hill C. Schopf P. &Vikhliaev Y.(2007).MAPL: A high\u2010level programming paradigm to support more rapid and robust encoding of hierarchical trees of interacting high\u2010performance components. InProceedings of the 2007 symposium on component and framework technology in high\u2010performance and scienti\ufb01c computing. (pp.11\u201320).https:\/\/doi.org\/10.1145\/1297385.1297388","DOI":"10.1145\/1297385.1297388"},{"key":"e_1_2_8_145_1","doi-asserted-by":"publisher","DOI":"10.1002\/2017JD027406"},{"key":"e_1_2_8_146_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-12-7475-2012"},{"key":"e_1_2_8_147_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-12-3641-2019"},{"key":"e_1_2_8_148_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-16-13561-2016"},{"key":"e_1_2_8_149_1","doi-asserted-by":"publisher","DOI":"10.1002\/2013JD020824"},{"key":"e_1_2_8_150_1","doi-asserted-by":"publisher","DOI":"10.5194\/acp-19-3981-2019"},{"key":"e_1_2_8_151_1","doi-asserted-by":"publisher","DOI":"10.1029\/98JD00156"},{"key":"e_1_2_8_152_1","doi-asserted-by":"publisher","DOI":"10.1029\/2019JD031892"},{"key":"e_1_2_8_153_1","doi-asserted-by":"publisher","DOI":"10.1002\/2014JD022493"},{"key":"e_1_2_8_154_1","doi-asserted-by":"publisher","DOI":"10.1016\/0004-6981(89)90153-4"},{"issue":"23","key":"e_1_2_8_155_1","article-title":"Bias\u2010corrected ensemble and probabilistic forecasts of surface ozone over eastern North America during the summer of 2004","volume":"111","author":"Wilczak J.","year":"2006","journal-title":"Journal of Geophysical Research"},{"key":"e_1_2_8_156_1","doi-asserted-by":"publisher","DOI":"10.1021\/es60098a004"},{"key":"e_1_2_8_157_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-11-305-2018"},{"key":"e_1_2_8_158_1","doi-asserted-by":"publisher","DOI":"10.1029\/2002JD002775"},{"key":"e_1_2_8_159_1","article-title":"Attribution of the accelerating increase in atmospheric methane during 2010\u20132018 by inverse analysis of GOSAT observations","author":"Zhang Y.","year":"2020","journal-title":"Atmospheric Chemistry and Physics Discussions"}],"container-title":["Journal of Advances in Modeling Earth Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1029\/2020MS002413","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1029\/2020MS002413","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/agupubs.onlinelibrary.wiley.com\/doi\/pdf\/10.1029\/2020MS002413","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,1]],"date-time":"2023-09-01T17:34:52Z","timestamp":1693589692000},"score":1,"resource":{"primary":{"URL":"https:\/\/agupubs.onlinelibrary.wiley.com\/doi\/10.1029\/2020MS002413"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4]]},"references-count":158,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021,4]]}},"alternative-id":["10.1029\/2020MS002413"],"URL":"https:\/\/doi.org\/10.1029\/2020ms002413","archive":["Portico"],"relation":{"has-part":[{"id-type":"doi","id":"10.5194\/acp-22-11137-2022","asserted-by":"object"},{"id-type":"doi","id":"10.5194\/acp-24-6719-2024","asserted-by":"object"}],"has-preprint":[{"id-type":"doi","id":"10.1002\/essoar.10505287.1","asserted-by":"object"}]},"ISSN":["1942-2466","1942-2466"],"issn-type":[{"value":"1942-2466","type":"print"},{"value":"1942-2466","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4]]},"assertion":[{"value":"2020-11-16","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-03-16","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-04-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e2020MS002413"}}