{"id":"https://openalex.org/W7224285973","doi":"https://doi.org/10.1029/2026sw005240","title":"A Data\u2010Driven Model of the Geomagnetic Storm Recovery Phase","display_name":"A Data\u2010Driven Model of the Geomagnetic Storm Recovery Phase","publication_year":2026,"publication_date":"2026-10-28","ids":{"openalex":"https://openalex.org/W7224285973","doi":"https://doi.org/10.1029/2026sw005240"},"language":"en","primary_location":{"id":"doi:10.1029/2026sw005240","doi":"https://doi.org/10.1029/2026sw005240","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2026sw005240","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2026SW005240","source":{"id":"https://openalex.org/S166492742","display_name":"Space Weather","issn_l":"1542-7390","issn":["1542-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315809","host_organization_name":"American Geophysical Union","host_organization_lineage":["https://openalex.org/P4310315809"],"host_organization_lineage_names":["American Geophysical Union"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Space Weather","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2026SW005240","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016158869","display_name":"Giuseppe Consolini","orcid":"https://orcid.org/0000-0002-3403-647X","observed_orcids":["https://orcid.org/0000-0002-3403-647X"]},"institutions":[{"id":"https://openalex.org/I4210100742","display_name":"Institute for Space Astrophysics and Planetology","ror":"https://ror.org/0141xw169","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100742","https://openalex.org/I875825670"]},{"id":"https://openalex.org/I875825670","display_name":"National Institute for Astrophysics","ror":"https://ror.org/02gh4kt33","country_code":"IT","type":"government","lineage":["https://openalex.org/I875825670"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"G. Consolini","raw_affiliation_strings":["INAF\u2010Istituto di Astrofisica e Planetologia Spaziali  Roma Italy"],"raw_orcid":"https://orcid.org/0000-0002-3403-647X","affiliations":[{"raw_affiliation_string":"INAF\u2010Istituto di Astrofisica e Planetologia Spaziali  Roma Italy","institution_ids":["https://openalex.org/I4210100742","https://openalex.org/I875825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116641490","display_name":"Manuel Lacal","orcid":"https://orcid.org/0009-0004-8683-6016","observed_orcids":["https://orcid.org/0009-0004-8683-6016"]},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]},{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Lacal","raw_affiliation_strings":["Department of Physical and Chemical Sciences University of L\u2019Aquila  Coppito Italy","Department of Physics University of Trento  Trento Italy"],"raw_orcid":"https://orcid.org/0009-0004-8683-6016","affiliations":[{"raw_affiliation_string":"Department of Physical and Chemical Sciences University of L\u2019Aquila  Coppito Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"Department of Physics University of Trento  Trento Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048398644","display_name":"Paola De Michelis","orcid":"https://orcid.org/0000-0002-2708-0739","observed_orcids":["https://orcid.org/0000-0002-2708-0739"]},"institutions":[{"id":"https://openalex.org/I29078338","display_name":"Istituto Nazionale di Geofisica e Vulcanologia","ror":"https://ror.org/00qps9a02","country_code":"IT","type":"facility","lineage":["https://openalex.org/I29078338"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"P. De Michelis","raw_affiliation_strings":["Istituto Nazionale di Geofisica e Vulcanologia  Roma Italy"],"raw_orcid":"https://orcid.org/0000-0002-2708-0739","affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Geofisica e Vulcanologia  Roma Italy","institution_ids":["https://openalex.org/I29078338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039065155","display_name":"Simone Benella","orcid":"https://orcid.org/0000-0002-7102-5032","observed_orcids":["https://orcid.org/0000-0002-7102-5032"]},"institutions":[{"id":"https://openalex.org/I4210100742","display_name":"Institute for Space Astrophysics and Planetology","ror":"https://ror.org/0141xw169","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100742","https://openalex.org/I875825670"]},{"id":"https://openalex.org/I875825670","display_name":"National Institute for Astrophysics","ror":"https://ror.org/02gh4kt33","country_code":"IT","type":"government","lineage":["https://openalex.org/I875825670"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. Benella","raw_affiliation_strings":["INAF\u2010Istituto di Astrofisica e Planetologia Spaziali  Roma Italy"],"raw_orcid":"https://orcid.org/0000-0002-7102-5032","affiliations":[{"raw_affiliation_string":"INAF\u2010Istituto di Astrofisica e Planetologia Spaziali  Roma Italy","institution_ids":["https://openalex.org/I4210100742","https://openalex.org/I875825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125498668","display_name":"Elettra Consolini","orcid":"https://orcid.org/0009-0008-3223-406X","observed_orcids":["https://orcid.org/0009-0008-3223-406X"]},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. Consolini","raw_affiliation_strings":["Department of Physics University of Rome Tor Vergata  Roma Italy"],"raw_orcid":"https://orcid.org/0009-0008-3223-406X","affiliations":[{"raw_affiliation_string":"Department of Physics University of Rome Tor Vergata  Roma Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071010878","display_name":"Mirko Piersanti","orcid":"https://orcid.org/0000-0001-5207-2944","observed_orcids":["https://orcid.org/0000-0001-5207-2944"]},"institutions":[{"id":"https://openalex.org/I26415053","display_name":"University of L'Aquila","ror":"https://ror.org/01j9p1r26","country_code":"IT","type":"education","lineage":["https://openalex.org/I26415053"]},{"id":"https://openalex.org/I4210113126","display_name":"Istituto Nazionale di Fisica Nucleare, Roma Tor Vergata","ror":"https://ror.org/025rrx658","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210113126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Piersanti","raw_affiliation_strings":["Department of Physical and Chemical Sciences University of L\u2019Aquila  Coppito Italy","INFN, sezione di Roma \u201cTor Vergata\u201d  Rome Italy"],"raw_orcid":"https://orcid.org/0000-0001-5207-2944","affiliations":[{"raw_affiliation_string":"Department of Physical and Chemical Sciences University of L\u2019Aquila  Coppito Italy","institution_ids":["https://openalex.org/I26415053"]},{"raw_affiliation_string":"INFN, sezione di Roma \u201cTor Vergata\u201d  Rome Italy","institution_ids":["https://openalex.org/I4210113126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5016158869"],"corresponding_institution_ids":["https://openalex.org/I4210100742","https://openalex.org/I875825670"],"apc_list":{"value":3000,"currency":"USD","value_usd":3000},"apc_paid":{"value":3000,"currency":"USD","value_usd":3000},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.85306487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10159","display_name":"Ionosphere and magnetosphere dynamics","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10159","display_name":"Ionosphere and magnetosphere dynamics","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.006800000090152025,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11786","display_name":"Geomagnetism and Paleomagnetism Studies","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geomagnetic-storm-recovery","display_name":"geomagnetic storm recovery","score":0.8669999837875366},{"id":"https://openalex.org/keywords/ring-current","display_name":"ring current","score":0.8289999961853027},{"id":"https://openalex.org/keywords/langevin-model","display_name":"Langevin model","score":0.781000018119812},{"id":"https://openalex.org/keywords/power-law-decay","display_name":"power-law decay","score":0.9399999976158142},{"id":"https://openalex.org/keywords/multi-timescale-dynamics","display_name":"multi-timescale dynamics","score":0.6499999761581421},{"id":"https://openalex.org/keywords/space-weather-forecasting","display_name":"space weather forecasting","score":0.8920000195503235},{"id":"https://openalex.org/keywords/data-driven-modeling","display_name":"data-driven modeling","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C170641098","wikidata":"https://www.wikidata.org/wiki/Q130011","display_name":"Geomagnetic storm","level":4,"score":0.642799973487854},{"id":"https://openalex.org/C199635899","wikidata":"https://www.wikidata.org/wiki/Q6500960","display_name":"Earth's magnetic field","level":3,"score":0.5964999794960022},{"id":"https://openalex.org/C105306849","wikidata":"https://www.wikidata.org/wiki/Q81054","display_name":"Storm","level":2,"score":0.53329998254776},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.4925000071525574},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.46000000834465027},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.445499986410141},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.41370001435279846},{"id":"https://openalex.org/C151325931","wikidata":"https://www.wikidata.org/wiki/Q584093","display_name":"Space weather","level":2,"score":0.4081999957561493},{"id":"https://openalex.org/C151342819","wikidata":"https://www.wikidata.org/wiki/Q62542","display_name":"Phase space","level":2,"score":0.39879998564720154},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3901999890804291},{"id":"https://openalex.org/C9844520","wikidata":"https://www.wikidata.org/wiki/Q1192842","display_name":"Ring current","level":4,"score":0.3465999960899353},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.3465999960899353},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.3393999934196472},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.3160000145435333},{"id":"https://openalex.org/C197055811","wikidata":"https://www.wikidata.org/wiki/Q207522","display_name":"Probability density function","level":2,"score":0.30959999561309814},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.28619998693466187},{"id":"https://openalex.org/C73586568","wikidata":"https://www.wikidata.org/wiki/Q2600211","display_name":"Parameter space","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.2782999873161316},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.27469998598098755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25060001015663147}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1029/2026sw005240","doi":"https://doi.org/10.1029/2026sw005240","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2026sw005240","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2026SW005240","source":{"id":"https://openalex.org/S166492742","display_name":"Space Weather","issn_l":"1542-7390","issn":["1542-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315809","host_organization_name":"American Geophysical Union","host_organization_lineage":["https://openalex.org/P4310315809"],"host_organization_lineage_names":["American Geophysical Union"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Space Weather","raw_type":"journal-article"},{"id":"pmh:oai:ricerca.univaq.it:11697/290419","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11697/290419","pdf_url":null,"source":{"id":"https://openalex.org/S7407055225","display_name":"Archivio Istituzionale della Ricerca - Universit\u00e0 degli Studi dell Aquila","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1029/2026sw005240","doi":"https://doi.org/10.1029/2026sw005240","is_oa":true,"landing_page_url":"https://doi.org/10.1029/2026sw005240","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1029/2026SW005240","source":{"id":"https://openalex.org/S166492742","display_name":"Space Weather","issn_l":"1542-7390","issn":["1542-7390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-b","jufo-1","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310315809","host_organization_name":"American Geophysical Union","host_organization_lineage":["https://openalex.org/P4310315809"],"host_organization_lineage_names":["American Geophysical Union"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Space Weather","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224285973.pdf","grobid_xml":"https://content.openalex.org/works/W7224285973.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W381693953","https://openalex.org/W1482053448","https://openalex.org/W1561577384","https://openalex.org/W1628424686","https://openalex.org/W1970488982","https://openalex.org/W1973822313","https://openalex.org/W1975574615","https://openalex.org/W1977003789","https://openalex.org/W1980260426","https://openalex.org/W1986342640","https://openalex.org/W1993224978","https://openalex.org/W1997617854","https://openalex.org/W1997912130","https://openalex.org/W1998983070","https://openalex.org/W2013368541","https://openalex.org/W2014674958","https://openalex.org/W2016665039","https://openalex.org/W2023831893","https://openalex.org/W2025451149","https://openalex.org/W2030877989","https://openalex.org/W2052579552","https://openalex.org/W2063372232","https://openalex.org/W2066845160","https://openalex.org/W2069836644","https://openalex.org/W2093446892","https://openalex.org/W2095390947","https://openalex.org/W2108730210","https://openalex.org/W2112582079","https://openalex.org/W2114849571","https://openalex.org/W2142025025","https://openalex.org/W2146307404","https://openalex.org/W2170573417","https://openalex.org/W2171813100","https://openalex.org/W2302218227","https://openalex.org/W2329163985","https://openalex.org/W2768108854","https://openalex.org/W2921374560","https://openalex.org/W3044634767","https://openalex.org/W3112985312","https://openalex.org/W4304891032","https://openalex.org/W4398200227","https://openalex.org/W4413957939","https://openalex.org/W4416767647"],"related_works":["https://openalex.org/W1668719820","https://openalex.org/W4200006798","https://openalex.org/W1561577384","https://openalex.org/W3200130153","https://openalex.org/W4244673874","https://openalex.org/W2023170651","https://openalex.org/W2112582079","https://openalex.org/W1997617854","https://openalex.org/W3121668018","https://openalex.org/W2064768738"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"recovery":[2,61,108,125],"phase":[3],"of":[4,59,76,145],"geomagnetic":[5,146],"storms":[6],"poses":[7],"a":[8,20,49,74,81,96,110,118,132],"significant":[9,119],"challenge":[10],"for":[11,100,142,151],"accurate":[12],"space":[13,153],"weather":[14,154],"forecasting.":[15],"Traditional":[16],"models":[17],"based":[18],"on":[19,38],"constant":[21,71],"decay":[22,67],"rate":[23],"fail":[24],"to":[25,33,53],"capture":[26],"its":[27],"prolonged":[28],"and":[29,48,130,139],"variable":[30],"duration,":[31],"leading":[32],"uncertainties":[34],"in":[35,121],"predicting":[36],"impacts":[37],"technological":[39],"systems.":[40],"Here,":[41],"we":[42,94],"use":[43],"the":[44,55,60,66,77,101,107,123,143],"high\u2010resolution":[45],"SuperMAG":[46],"index":[47],"stochastic":[50],"Langevin":[51],"approach":[52],"reveal":[54],"intrinsic":[56],"multi\u2010timescale":[57],"nature":[58],"phase.":[62],"We":[63],"demonstrate":[64],"that":[65,83,104],"timescale":[68],"is":[69,73],"not":[70],"but":[72],"function":[75],"storm's":[78],"instantaneous":[79],"intensity,":[80],"feature":[82],"cannot":[84],"be":[85],"captured":[86],"by":[87],"standard":[88],"empirical":[89],"models.":[90],"From":[91],"this":[92],"dependence,":[93],"derive":[95],"novel":[97],"evolution":[98],"equation":[99],"ring":[102],"current":[103],"accurately":[105],"describes":[106],"as":[109],"scale\u2010free":[111],"power\u2010law":[112],"decay.":[113],"This":[114],"data\u2010driven":[115],"model":[116],"provides":[117],"improvement":[120],"reproducing":[122],"observed":[124],"profiles":[126],"over":[127],"previous":[128],"formulations":[129],"represents":[131],"crucial":[133],"step":[134],"toward":[135],"developing":[136],"more":[137],"physics\u2010based":[138],"reliable":[140],"forecasts":[141],"conclusion":[144],"storms,":[147],"with":[148],"direct":[149],"benefits":[150],"operational":[152],"services.":[155]},"counts_by_year":[],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2026-10-30T00:00:00"}
