{"id":"https://openalex.org/W3128440952","doi":"https://doi.org/10.3390/rs13040571","title":"Spatial Retrievals of Atmospheric Carbon Dioxide from Satellite Observations","display_name":"Spatial Retrievals of Atmospheric Carbon Dioxide from Satellite Observations","publication_year":2021,"publication_date":"2021-02-05","ids":{"openalex":"https://openalex.org/W3128440952","doi":"https://doi.org/10.3390/rs13040571","mag":"3128440952"},"language":"en","primary_location":{"id":"doi:10.3390/rs13040571","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040571","pdf_url":"https://www.mdpi.com/2072-4292/13/4/571/pdf?version=1612877931","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/4/571/pdf?version=1612877931","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006075787","display_name":"Jonathan Hobbs","orcid":"https://orcid.org/0000-0003-1679-0898"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jonathan Hobbs","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA 91109, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038477614","display_name":"Matthias Katzfu\u00df","orcid":"https://orcid.org/0000-0001-7496-7992"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthias Katzfuss","raw_affiliation_strings":["Department of Statistics, Texas A&amp;M University, College Station, TX 77843, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Texas A&amp;M University, College Station, TX 77843, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005737189","display_name":"Daniel Zilber","orcid":"https://orcid.org/0000-0002-4387-0271"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Zilber","raw_affiliation_strings":["Department of Statistics, Texas A&amp;M University, College Station, TX 77843, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Texas A&amp;M University, College Station, TX 77843, USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077184345","display_name":"Jenn\u00fd Brynjarsd\u00f3ttir","orcid":"https://orcid.org/0000-0003-1859-4962"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jenn\u00fd Brynjarsd\u00f3ttir","raw_affiliation_strings":["Department of Mathematics, Applied Mathematics, and Statistics, Case Western Reserve University, Cleveland, OH 44106, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Applied Mathematics, and Statistics, Case Western Reserve University, Cleveland, OH 44106, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102809851","display_name":"Anirban Mondal","orcid":"https://orcid.org/0000-0002-4100-2366"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anirban Mondal","raw_affiliation_strings":["Department of Mathematics, Applied Mathematics, and Statistics, Case Western Reserve University, Cleveland, OH 44106, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Applied Mathematics, and Statistics, Case Western Reserve University, Cleveland, OH 44106, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055048537","display_name":"Veronica J. Berrocal","orcid":"https://orcid.org/0000-0003-0304-7202"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veronica Berrocal","raw_affiliation_strings":["Department of Statistics, University of California, Irvine, CA 92697, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of California, Irvine, CA 92697, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006075787"],"corresponding_institution_ids":["https://openalex.org/I1334627681"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.676,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.67711548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"13","issue":"4","first_page":"571","last_page":"571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7079931497573853},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6301136016845703},{"id":"https://openalex.org/keywords/carbon-dioxide-in-earths-atmosphere","display_name":"Carbon dioxide in Earth's atmosphere","score":0.5812757015228271},{"id":"https://openalex.org/keywords/spatial-distribution","display_name":"Spatial distribution","score":0.5674441456794739},{"id":"https://openalex.org/keywords/spatial-correlation","display_name":"Spatial correlation","score":0.5250884294509888},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.48361101746559143},{"id":"https://openalex.org/keywords/spatial-ecology","display_name":"Spatial ecology","score":0.4340709447860718},{"id":"https://openalex.org/keywords/footprint","display_name":"Footprint","score":0.4304192364215851},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3823391795158386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3754313886165619},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.2101878523826599},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14067089557647705},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13082298636436462}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7079931497573853},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6301136016845703},{"id":"https://openalex.org/C195048187","wikidata":"https://www.wikidata.org/wiki/Q4468919","display_name":"Carbon dioxide in Earth's atmosphere","level":3,"score":0.5812757015228271},{"id":"https://openalex.org/C2777016058","wikidata":"https://www.wikidata.org/wiki/Q7574061","display_name":"Spatial distribution","level":2,"score":0.5674441456794739},{"id":"https://openalex.org/C150060386","wikidata":"https://www.wikidata.org/wiki/Q7574054","display_name":"Spatial correlation","level":2,"score":0.5250884294509888},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.48361101746559143},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.4340709447860718},{"id":"https://openalex.org/C132943942","wikidata":"https://www.wikidata.org/wiki/Q2562511","display_name":"Footprint","level":2,"score":0.4304192364215851},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3823391795158386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3754313886165619},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.2101878523826599},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14067089557647705},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13082298636436462},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13040571","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040571","pdf_url":"https://www.mdpi.com/2072-4292/13/4/571/pdf?version=1612877931","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9498ead5df15445b974d783084bcd1bd","is_oa":true,"landing_page_url":"https://doaj.org/article/9498ead5df15445b974d783084bcd1bd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 4, p 571 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/4/571/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13040571","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13040571","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13040571","pdf_url":"https://www.mdpi.com/2072-4292/13/4/571/pdf?version=1612877931","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7465692567","display_name":null,"funder_award_id":"OCO-2/3","funder_id":"https://openalex.org/F4320309398","funder_display_name":"California Institute of Technology"}],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"},{"id":"https://openalex.org/F4320332375","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916"},{"id":"https://openalex.org/F4320337380","display_name":"Division of Mathematical Sciences","ror":"https://ror.org/051fftw81"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128440952.pdf","grobid_xml":"https://content.openalex.org/works/W3128440952.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W55912154","https://openalex.org/W1547591757","https://openalex.org/W1672771901","https://openalex.org/W1799689209","https://openalex.org/W1964519625","https://openalex.org/W1974959374","https://openalex.org/W1994426843","https://openalex.org/W2020994040","https://openalex.org/W2041178793","https://openalex.org/W2091560152","https://openalex.org/W2110465139","https://openalex.org/W2128217321","https://openalex.org/W2141400603","https://openalex.org/W2167534334","https://openalex.org/W2415415438","https://openalex.org/W2487264755","https://openalex.org/W2508427873","https://openalex.org/W2523742139","https://openalex.org/W2611232180","https://openalex.org/W2738521617","https://openalex.org/W2750902980","https://openalex.org/W2756223094","https://openalex.org/W2803608051","https://openalex.org/W2804406442","https://openalex.org/W2883204800","https://openalex.org/W2886397182","https://openalex.org/W2899658391","https://openalex.org/W2900783296","https://openalex.org/W2912861686","https://openalex.org/W2925435767","https://openalex.org/W2966598261","https://openalex.org/W2990734093","https://openalex.org/W3090495048","https://openalex.org/W3104375779","https://openalex.org/W4213041519"],"related_works":["https://openalex.org/W2472876165","https://openalex.org/W2023585375","https://openalex.org/W2389574776","https://openalex.org/W2163009715","https://openalex.org/W2166847541","https://openalex.org/W2067898805","https://openalex.org/W1545357199","https://openalex.org/W2788296697","https://openalex.org/W2084315000","https://openalex.org/W2386344853"],"abstract_inverted_index":{"Modern":[0],"remote-sensing":[1],"retrievals":[2,60,130],"often":[3],"invoke":[4],"a":[5,31,53,90,94,134],"Bayesian":[6],"approach":[7],"to":[8,67,80,117],"infer":[9],"atmospheric":[10,44,82],"properties":[11],"from":[12],"observed":[13],"radiances.":[14],"In":[15],"this":[16],"approach,":[17],"plausible":[18],"mean":[19],"states":[20],"and":[21,46,83,93,128,160],"variability":[22],"for":[23,40,57,147],"the":[24,41,68,74,110,123,157,163],"quantities":[25],"of":[26,61,114,122],"interest":[27],"are":[28,131],"encoded":[29],"in":[30,89,133,150,165],"prior":[32,38,95,108,139,145],"distribution.":[33],"Recent":[34],"developments":[35],"have":[36],"devised":[37],"assumptions":[39],"correlation":[42,100,116,164],"among":[43],"constituents":[45],"across":[47,101,168],"observing":[48],"locations.":[49,169],"This":[50,106],"work":[51],"formulates":[52],"spatial":[54,99,107,115,138],"statistical":[55],"framework":[56],"simultaneous":[58],"multi-footprint":[59,129],"carbon":[62],"dioxide":[63],"(CO2)":[64],"with":[65],"application":[66],"Orbiting":[69],"Carbon":[70],"Observatory-2/3":[71],"(OCO-2/3).":[72],"Formally,":[73],"retrieval":[75,166],"state":[76,124,159],"vector":[77],"is":[78,104],"extended":[79],"include":[81],"surface":[84],"conditions":[85],"at":[86],"many":[87],"footprints":[88],"small":[91],"region,":[92],"distribution":[96],"that":[97,140,153,161],"assumes":[98],"these":[102],"locations":[103],"assumed.":[105],"allows":[109],"length-scale,":[111],"or":[112],"range,":[113],"vary":[118],"between":[119],"different":[120],"elements":[121],"vector.":[125],"Various":[126],"single-":[127],"compared":[132],"simulation":[135],"study.":[136],"A":[137],"also":[141],"includes":[142],"relatively":[143],"large":[144],"variances":[146],"CO2":[148],"results":[149],"posterior":[151],"inferences":[152],"most":[154],"accurately":[155],"represent":[156],"true":[158],"reduce":[162],"error":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
