{"id":"https://openalex.org/W7223328853","doi":"https://doi.org/10.31223/x52f9x","title":"N2O source partitioning and reduction progress quantified with isotopocule datasets \u2013 a review of the modelling strategies","display_name":"N2O source partitioning and reduction progress quantified with isotopocule datasets \u2013 a review of the modelling strategies","publication_year":2026,"publication_date":"2026-10-23","ids":{"openalex":"https://openalex.org/W7223328853","doi":"https://doi.org/10.31223/x52f9x"},"language":"en","primary_location":{"id":"doi:10.31223/x52f9x","doi":"https://doi.org/10.31223/x52f9x","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x52f9x","pdf_url":"https://eartharxiv.org/repository/object/15723/download/27232/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eartharxiv.org/repository/object/15723/download/27232/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068756425","display_name":"Dominika Lewicka\u2010Szczebak","orcid":"https://orcid.org/0000-0002-8077-502X","observed_orcids":["https://orcid.org/0000-0002-8077-502X"]},"institutions":[{"id":"https://openalex.org/I219388962","display_name":"University of Wroc\u0142aw","ror":"https://ror.org/00yae6e25","country_code":"PL","type":"education","lineage":["https://openalex.org/I219388962"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dominka Lewicka-Szczebak","raw_affiliation_strings":["Institute of Geological Sciences , University of Wroc\u0142aw , Wroc\u0142aw , Poland,"],"raw_orcid":"https://orcid.org/0000-0002-8077-502X","affiliations":[{"raw_affiliation_string":"Institute of Geological Sciences , University of Wroc\u0142aw , Wroc\u0142aw , Poland,","institution_ids":["https://openalex.org/I219388962"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086794977","display_name":"Maciej Lewicki","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210106918","display_name":"Institute of Nuclear Physics, Polish Academy of Sciences","ror":"https://ror.org/01n78t774","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210106918","https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Maciej Lewicki","raw_affiliation_strings":["Institute of Nuclear Physics , Polish Academy of Sciences , Krakow , Poland,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Nuclear Physics , Polish Academy of Sciences , Krakow , Poland,","institution_ids":["https://openalex.org/I4210106918"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065784948","display_name":"Caroline Buchen\u2010Tschiskale","orcid":"https://orcid.org/0000-0003-0540-4883","observed_orcids":["https://orcid.org/0000-0003-0540-4883"]},"institutions":[{"id":"https://openalex.org/I4210093792","display_name":"Johann Heinrich von Th\u00fcnen-Institut","ror":"https://ror.org/00mr84n67","country_code":"DE","type":"government","lineage":["https://openalex.org/I2801963157","https://openalex.org/I4210093792"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Caroline Buchen-Tschiskale","raw_affiliation_strings":["Th\u00fcnen Institute of Climate-Smart Agriculture , Braunschweig , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Th\u00fcnen Institute of Climate-Smart Agriculture , Braunschweig , Germany","institution_ids":["https://openalex.org/I4210093792"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030522033","display_name":"Reinhard Well","orcid":"https://orcid.org/0000-0003-4746-4972","observed_orcids":["https://orcid.org/0000-0003-4746-4972"]},"institutions":[{"id":"https://openalex.org/I4210093792","display_name":"Johann Heinrich von Th\u00fcnen-Institut","ror":"https://ror.org/00mr84n67","country_code":"DE","type":"government","lineage":["https://openalex.org/I2801963157","https://openalex.org/I4210093792"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reinhard Well","raw_affiliation_strings":["Th\u00fcnen Institute of Climate-Smart Agriculture , Braunschweig , Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Th\u00fcnen Institute of Climate-Smart Agriculture , Braunschweig , Germany","institution_ids":["https://openalex.org/I4210093792"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10004","display_name":"Soil Carbon and Nitrogen Dynamics","score":0.7997999787330627,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10004","display_name":"Soil Carbon and Nitrogen Dynamics","score":0.7997999787330627,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10398","display_name":"Groundwater and Isotope Geochemistry","score":0.10019999742507935,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"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/T12073","display_name":"Isotope Analysis in Ecology","score":0.03060000017285347,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nitrous-oxide","display_name":"nitrous oxide","score":0.9639999866485596},{"id":"https://openalex.org/keywords/n2o-isotopes","display_name":"N2O isotopes","score":0.8330000042915344},{"id":"https://openalex.org/keywords/n2o-reduction-to-n2","display_name":"N2O reduction to N2","score":0.925000011920929},{"id":"https://openalex.org/keywords/frame-model","display_name":"frame model","score":0.7710000276565552},{"id":"https://openalex.org/keywords/15n-labeling","display_name":"15N labeling","score":0.7789999842643738},{"id":"https://openalex.org/keywords/nitrifier-denitrification","display_name":"nitrifier denitrification","score":0.8740000128746033},{"id":"https://openalex.org/keywords/nitrification","display_name":"nitrification","score":0.9419999718666077},{"id":"https://openalex.org/keywords/source-uncertainty","display_name":"source uncertainty","score":0.593999981880188}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6351000070571899},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5649999976158142},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5569000244140625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49639999866485596},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.3864000141620636},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.37779998779296875},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.35910001397132874},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3301999866962433},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.328900009393692},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.322299987077713},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.30140000581741333},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.28459998965263367},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.2646999955177307},{"id":"https://openalex.org/C94361409","wikidata":"https://www.wikidata.org/wiki/Q7882500","display_name":"Uncertainty reduction theory","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.2603999972343445},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.2533999979496002},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31223/x52f9x","doi":"https://doi.org/10.31223/x52f9x","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x52f9x","pdf_url":"https://eartharxiv.org/repository/object/15723/download/27232/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:EA:id:15723","doi":null,"is_oa":true,"landing_page_url":"https://eartharxiv.org/repository/object/15723/download/27232/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402614","display_name":"EarthArXiv (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"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":"EarthArXiv","raw_type":"PREPRINTS"}],"best_oa_location":{"id":"doi:10.31223/x52f9x","doi":"https://doi.org/10.31223/x52f9x","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x52f9x","pdf_url":"https://eartharxiv.org/repository/object/15723/download/27232/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223328853.pdf","grobid_xml":"https://content.openalex.org/works/W7223328853.grobid-xml"},"referenced_works_count":97,"referenced_works":["https://openalex.org/W1528631328","https://openalex.org/W1549153473","https://openalex.org/W1789411660","https://openalex.org/W1941225352","https://openalex.org/W1967939875","https://openalex.org/W1968569817","https://openalex.org/W1978104005","https://openalex.org/W1993288668","https://openalex.org/W1996013862","https://openalex.org/W1996307632","https://openalex.org/W2004002340","https://openalex.org/W2008556463","https://openalex.org/W2024351912","https://openalex.org/W2024433743","https://openalex.org/W2028887543","https://openalex.org/W2035846155","https://openalex.org/W2048711157","https://openalex.org/W2049756681","https://openalex.org/W2054436302","https://openalex.org/W2054654287","https://openalex.org/W2067798344","https://openalex.org/W2080843162","https://openalex.org/W2083165797","https://openalex.org/W2086118270","https://openalex.org/W2086926454","https://openalex.org/W2100437772","https://openalex.org/W2104463360","https://openalex.org/W2105706314","https://openalex.org/W2112890395","https://openalex.org/W2113177832","https://openalex.org/W2116316299","https://openalex.org/W2122003193","https://openalex.org/W2133362567","https://openalex.org/W2133813560","https://openalex.org/W2164024489","https://openalex.org/W2278353856","https://openalex.org/W2297593271","https://openalex.org/W2544613878","https://openalex.org/W2548093181","https://openalex.org/W2558333456","https://openalex.org/W2586347749","https://openalex.org/W2588110914","https://openalex.org/W2592128209","https://openalex.org/W2620347064","https://openalex.org/W2769990818","https://openalex.org/W2779141839","https://openalex.org/W2799446353","https://openalex.org/W2800168215","https://openalex.org/W2890526239","https://openalex.org/W2914067317","https://openalex.org/W2973320181","https://openalex.org/W2979464570","https://openalex.org/W3011162794","https://openalex.org/W3034256861","https://openalex.org/W3034414184","https://openalex.org/W3082953134","https://openalex.org/W3088594318","https://openalex.org/W3092040613","https://openalex.org/W3134266284","https://openalex.org/W3157453316","https://openalex.org/W4200540091","https://openalex.org/W4225263967","https://openalex.org/W4281648791","https://openalex.org/W4310092709","https://openalex.org/W4390465611","https://openalex.org/W4390747440","https://openalex.org/W4391716927","https://openalex.org/W4393282063","https://openalex.org/W4395002562","https://openalex.org/W4399565955","https://openalex.org/W4399904053","https://openalex.org/W4400598007","https://openalex.org/W4401468653","https://openalex.org/W4402832356","https://openalex.org/W4403422226","https://openalex.org/W4403889037","https://openalex.org/W4405264804","https://openalex.org/W4405851939","https://openalex.org/W4408088795","https://openalex.org/W4408758027","https://openalex.org/W4409257108","https://openalex.org/W4411139121","https://openalex.org/W4414522776","https://openalex.org/W4414837373","https://openalex.org/W4415171352","https://openalex.org/W7116969408","https://openalex.org/W7123355899","https://openalex.org/W7127190856","https://openalex.org/W7129000317","https://openalex.org/W7129269354","https://openalex.org/W7134172002","https://openalex.org/W7153916605","https://openalex.org/W7161839410","https://openalex.org/W7162208415","https://openalex.org/W7163698148","https://openalex.org/W7167685537","https://openalex.org/W7214207625"],"related_works":["https://openalex.org/W3034256861","https://openalex.org/W4401770267","https://openalex.org/W3034414184","https://openalex.org/W4405851939","https://openalex.org/W2142891106","https://openalex.org/W2588110914","https://openalex.org/W4392602647","https://openalex.org/W2769990818","https://openalex.org/W176811721","https://openalex.org/W2801586479"],"abstract_inverted_index":{"Nitrous":[0],"oxide":[1],"(N2O)":[2],"isotope":[3,38,82],"signatures":[4],"provide":[5],"crucial":[6],"information":[7],"for":[8,25,124,166],"partitioning":[9],"microbial":[10,222],"production":[11,46,52,244],"pathways,":[12],"including":[13,150],"bacterial,":[14],"fungal,":[15],"and":[16,20,48,53,84,107,121,130,137,162,189,211,221,231,246],"nitrifier":[17],"denitrification,":[18],"chemo-denitrification":[19],"nitrification,":[21],"as":[22,24,109,111],"well":[23,110],"estimating":[26],"the":[27,36,59,62,126,147,205,216],"degree":[28],"of":[29,51,61,103,133,146,155,186,207],"N2O":[30,243],"reduction":[31,247],"to":[32,44,78,241],"N2.":[33],"However,":[34],"interpreting":[35],"three-dimensional":[37],"data":[39],"is":[40,128,140,202],"highly":[41],"challenging":[42],"due":[43],"numerous":[45],"pathways":[47,245],"simultaneous":[49],"occurrence":[50],"consumption.":[54],"Here":[55],"we":[56,173],"comprehensively":[57],"review":[58,227],"application":[60],"Fractionation":[63],"And":[64],"Mixing":[65],"Evaluation":[66],"(FRAME)":[67],"model,":[68],"a":[69,177],"Bayesian":[70],"Markov-Chain":[71],"Monte":[72],"Carlo":[73],"(MCMC)":[74],"tool":[75,240],"explicitly":[76],"developed":[77],"resolve":[79],"complex,":[80],"underdetermined":[81],"mixing":[83],"fractionation":[85],"dynamics.":[86],"The":[87,199],"FRAME":[88,175],"model":[89,127,148,164],"shows":[90],"widespread":[91],"applicability":[92],"across":[93,248],"diverse":[94],"global":[95],"ecosystems,":[96],"spanning":[97],"agricultural":[98],"soils,":[99],"peatlands,":[100],"groundwaters,":[101],"rivers":[102],"Europe,":[104],"America,":[105],"Asia,":[106],"Africa,":[108],"marine":[112],"environments.":[113],"To":[114],"address":[115],"common":[116],"interpretative":[117],"challenges,":[118],"standardized":[119],"guidelines":[120],"best":[122],"practices":[123],"configuring":[125],"established,":[129],"an":[131,237],"overview":[132],"output":[134],"quality":[135],"checks":[136],"problem-solving":[138],"ideas":[139],"provided.":[141],"Most":[142],"recent":[143],"methodological":[144],"enhancements":[145],"performance,":[149],"low-level":[151],"15N":[152,160,217],"labelling,":[153],"integration":[154],"natural":[156],"abundance":[157],"results":[158],"with":[159],"tracing,":[161],"utilizing":[163],"extension":[165],"high-resolution":[167],"time-series":[168],"datasets":[169],"are":[170],"discussed.":[171],"Furthermore,":[172],"introduce":[174],"v2.0,":[176],"major":[178],"software":[179],"update":[180],"that":[181],"features":[182],"improved":[183],"statistical":[184],"treatment":[185],"source":[187],"uncertainty":[188],"extended":[190],"auxiliary":[191],"variable":[192],"priors,":[193],"while":[194],"maintaining":[195],"full":[196],"backward":[197],"compatibility.":[198],"model's":[200],"performance":[201],"discussed":[203],"in":[204],"context":[206],"various":[208],"cases":[209],"studies":[210],"independent":[212],"reference":[213],"methods,":[214],"like":[215],"gas":[218],"flux":[219],"approach":[220],"functional":[223],"gene":[224],"analysis.":[225],"This":[226],"presents":[228],"unified":[229],"standardised":[230],"robust":[232],"interpretation":[233],"strategies":[234],"supported":[235],"by":[236],"enhanced":[238],"computational":[239],"quantify":[242],"ecosystems.":[249]},"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-10-24T00:00:00"}
