{"id":"https://openalex.org/W4221152336","doi":"https://doi.org/10.1186/s40623-022-01697-0","title":"Investigation of the relationship between geomagnetic activity and solar wind parameters based on a novel neural network (potential learning)","display_name":"Investigation of the relationship between geomagnetic activity and solar wind parameters based on a novel neural network (potential learning)","publication_year":2022,"publication_date":"2022-09-28","ids":{"openalex":"https://openalex.org/W4221152336","doi":"https://doi.org/10.1186/s40623-022-01697-0"},"language":"en","primary_location":{"id":"doi:10.1186/s40623-022-01697-0","doi":"https://doi.org/10.1186/s40623-022-01697-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40623-022-01697-0","pdf_url":"https://earth-planets-space.springeropen.com/counter/pdf/10.1186/s40623-022-01697-0","source":{"id":"https://openalex.org/S130797008","display_name":"Earth Planets and Space","issn_l":"1343-8832","issn":["1343-8832","1880-5981"],"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/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth, Planets and Space","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://earth-planets-space.springeropen.com/counter/pdf/10.1186/s40623-022-01697-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047037474","display_name":"Ryozo Kitajima","orcid":"https://orcid.org/0000-0002-7826-4802","observed_orcids":["https://orcid.org/0000-0002-7826-4802"]},"institutions":[{"id":"https://openalex.org/I31618427","display_name":"Tokyo Polytechnic University","ror":"https://ror.org/035kpke84","country_code":"JP","type":"education","lineage":["https://openalex.org/I31618427"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Ryozo Kitajima","raw_affiliation_strings":["Dept. Engineering, Tokyo Polytechnic University, Kanagawa, Japan","Department of Engineering, Tokyo Polytechnic University, 1583 Iiyama, Atsugi, Kanagawa, 243-0297, Japan"],"raw_orcid":"https://orcid.org/0000-0002-7826-4802","affiliations":[{"raw_affiliation_string":"Dept. Engineering, Tokyo Polytechnic University, Kanagawa, Japan","institution_ids":["https://openalex.org/I31618427"]},{"raw_affiliation_string":"Department of Engineering, Tokyo Polytechnic University, 1583 Iiyama, Atsugi, Kanagawa, 243-0297, Japan","institution_ids":["https://openalex.org/I31618427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066425957","display_name":"Motoharu Nowada","orcid":"https://orcid.org/0000-0003-4849-3433","observed_orcids":["https://orcid.org/0000-0003-4849-3433"]},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Motoharu Nowada","raw_affiliation_strings":["Shandong Provincial Key Laboratory of Optical Astronomy and Solar-Terrestrial Environment, Institute of Space Sciences, Shandong University, Weihai, P. R. China","Shandong Provincial Key Laboratory of Optical Astronomy and Solar-Terrestrial Environment, Institute of Space Sciences, Shandong University, 180 Wen-Hua West Road, Weihai, Shandong, 264209, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-4849-3433","affiliations":[{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Optical Astronomy and Solar-Terrestrial Environment, Institute of Space Sciences, Shandong University, Weihai, P. R. China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Shandong Provincial Key Laboratory of Optical Astronomy and Solar-Terrestrial Environment, Institute of Space Sciences, Shandong University, 180 Wen-Hua West Road, Weihai, Shandong, 264209, People's Republic of China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079603834","display_name":"Ryotaro Kamimura","orcid":"https://orcid.org/0000-0002-4238-3463","observed_orcids":["https://orcid.org/0000-0002-4238-3463"]},"institutions":[{"id":"https://openalex.org/I1314466530","display_name":"Tokai University","ror":"https://ror.org/01p7qe739","country_code":"JP","type":"education","lineage":["https://openalex.org/I1314466530"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryotaro Kamimura","raw_affiliation_strings":["IT Education Center, Tokai University, Kanagawa, Japan","IT Education Center, Tokai University, 4-1-1 Kitakaname, Hiratsuka, Kanagawa, 259-1292, Japan"],"raw_orcid":"https://orcid.org/0000-0002-4238-3463","affiliations":[{"raw_affiliation_string":"IT Education Center, Tokai University, Kanagawa, Japan","institution_ids":["https://openalex.org/I1314466530"]},{"raw_affiliation_string":"IT Education Center, Tokai University, 4-1-1 Kitakaname, Hiratsuka, Kanagawa, 259-1292, Japan","institution_ids":["https://openalex.org/I1314466530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047037474"],"corresponding_institution_ids":["https://openalex.org/I31618427"],"apc_list":{"value":1475,"currency":"USD","value_usd":1475},"apc_paid":{"value":1475,"currency":"USD","value_usd":1475},"fwci":0.6739,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.55522871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"74","issue":"1","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":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1912","display_name":"Space and Planetary 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"}},"topics":[{"id":"https://openalex.org/T10159","display_name":"Ionosphere and magnetosphere dynamics","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1912","display_name":"Space and Planetary 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/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.008899999782443047,"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/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/geomagnetic-activity","display_name":"geomagnetic activity","score":0.968999981880188},{"id":"https://openalex.org/keywords/kp-index","display_name":"Kp index","score":0.8820000290870667},{"id":"https://openalex.org/keywords/solar-wind-parameters","display_name":"solar wind parameters","score":0.843999981880188},{"id":"https://openalex.org/keywords/interpretable-neural-networks","display_name":"interpretable neural networks","score":0.7039999961853027},{"id":"https://openalex.org/keywords/southward-interplanetary-magnetic-field","display_name":"southward interplanetary magnetic field","score":0.9459999799728394},{"id":"https://openalex.org/keywords/solar-wind-speed","display_name":"solar wind speed","score":0.8080000281333923},{"id":"https://openalex.org/keywords/space-weather-forecasting","display_name":"space weather forecasting","score":0.9160000085830688},{"id":"https://openalex.org/keywords/magnetospheric-disturbances","display_name":"magnetospheric disturbances","score":0.6650000214576721},{"id":"https://openalex.org/keywords/omni-data","display_name":"OMNI data","score":0.6830000281333923}],"concepts":[{"id":"https://openalex.org/C108411613","wikidata":"https://www.wikidata.org/wiki/Q79833","display_name":"Solar wind","level":3,"score":0.8493366241455078},{"id":"https://openalex.org/C199635899","wikidata":"https://www.wikidata.org/wiki/Q6500960","display_name":"Earth's magnetic field","level":3,"score":0.6616379022598267},{"id":"https://openalex.org/C130443932","wikidata":"https://www.wikidata.org/wiki/Q6915","display_name":"Magnetosphere","level":3,"score":0.5246432423591614},{"id":"https://openalex.org/C170641098","wikidata":"https://www.wikidata.org/wiki/Q130011","display_name":"Geomagnetic storm","level":4,"score":0.5108346939086914},{"id":"https://openalex.org/C193587279","wikidata":"https://www.wikidata.org/wiki/Q79852","display_name":"Ecliptic","level":4,"score":0.48778682947158813},{"id":"https://openalex.org/C102988692","wikidata":"https://www.wikidata.org/wiki/Q619254","display_name":"Interplanetary magnetic field","level":4,"score":0.473716676235199},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46308833360671997},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.45006313920021057},{"id":"https://openalex.org/C194462397","wikidata":"https://www.wikidata.org/wiki/Q834235","display_name":"Interplanetary spaceflight","level":4,"score":0.44308334589004517},{"id":"https://openalex.org/C151325931","wikidata":"https://www.wikidata.org/wiki/Q584093","display_name":"Space weather","level":2,"score":0.4422800838947296},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.426923006772995},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.4225027859210968},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.3243551552295685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3047393560409546},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.20973196625709534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16994401812553406},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s40623-022-01697-0","doi":"https://doi.org/10.1186/s40623-022-01697-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40623-022-01697-0","pdf_url":"https://earth-planets-space.springeropen.com/counter/pdf/10.1186/s40623-022-01697-0","source":{"id":"https://openalex.org/S130797008","display_name":"Earth Planets and Space","issn_l":"1343-8832","issn":["1343-8832","1880-5981"],"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/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth, Planets and Space","raw_type":"journal-article"},{"id":"doi:10.1002/essoar.10510970.1","doi":"https://doi.org/10.1002/essoar.10510970.1","is_oa":false,"landing_page_url":"https://doi.org/10.1002/essoar.10510970.1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"doi:10.1002/essoar.10504714.1","doi":"https://doi.org/10.1002/essoar.10504714.1","is_oa":false,"landing_page_url":"https://doi.org/10.1002/essoar.10504714.1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:arXiv.org:2203.04546","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.04546","pdf_url":"https://arxiv.org/pdf/2203.04546","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:ccc7a565754340388c0147a50b5cc911","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/ccc7a565754340388c0147a50b5cc911","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Earth, Planets and Space, Vol 74, Iss 1, Pp 1-9 (2022)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2203.04546","doi":"https://doi.org/10.48550/arxiv.2203.04546","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2203.04546","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1186/s40623-022-01697-0","doi":"https://doi.org/10.1186/s40623-022-01697-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40623-022-01697-0","pdf_url":"https://earth-planets-space.springeropen.com/counter/pdf/10.1186/s40623-022-01697-0","source":{"id":"https://openalex.org/S130797008","display_name":"Earth Planets and Space","issn_l":"1343-8832","issn":["1343-8832","1880-5981"],"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/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Earth, Planets and Space","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6150731533","display_name":null,"funder_award_id":"42074194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4221152336.pdf","grobid_xml":"https://content.openalex.org/works/W4221152336.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1494970653","https://openalex.org/W1525263570","https://openalex.org/W1586985391","https://openalex.org/W1645084215","https://openalex.org/W1656364501","https://openalex.org/W1811284299","https://openalex.org/W1974798730","https://openalex.org/W1978090441","https://openalex.org/W1991410149","https://openalex.org/W2011487780","https://openalex.org/W2031080000","https://openalex.org/W2034602221","https://openalex.org/W2050344634","https://openalex.org/W2052331709","https://openalex.org/W2055198203","https://openalex.org/W2064675550","https://openalex.org/W2119458115","https://openalex.org/W2130167920","https://openalex.org/W2155365321","https://openalex.org/W2162546849","https://openalex.org/W2249286871","https://openalex.org/W2506780430","https://openalex.org/W2768428262","https://openalex.org/W2796077917","https://openalex.org/W2911580925","https://openalex.org/W2936656976","https://openalex.org/W2959595825","https://openalex.org/W2973131484"],"related_works":["https://openalex.org/W3186234109","https://openalex.org/W2064666375","https://openalex.org/W4390903906","https://openalex.org/W4413900682","https://openalex.org/W6942440111","https://openalex.org/W6902322738","https://openalex.org/W7217763402","https://openalex.org/W2768428262","https://openalex.org/W2034602221","https://openalex.org/W2014744913"],"abstract_inverted_index":{"Abstract":[0,298],"Predicting":[1],"geomagnetic":[2],"conditions":[3,53],"based":[4,66,269],"on":[5,67,80,184,251,270,279],"in-situ":[6],"solar":[7,51,107,142,158,166,227,261,274],"wind":[8,52,108,143,167,228,262,275],"observations":[9],"allows":[10],"us":[11],"to":[12,24,36,73,200,211,286],"evade":[13],"disasters":[14],"caused":[15],"by":[16,78,94],"large":[17],"electromagnetic":[18],"disturbances":[19],"originating":[20],"from":[21,163],"the":[22,38,41,81,95,98,105,112,127,131,164,185,252,256,265,271],"Sun":[23],"save":[25],"lives":[26],"and":[27,50,86,149,171,195,217,260,264,273,291],"protect":[28],"economic":[29],"activity.":[30],"In":[31],"this":[32,280],"study,":[33],"we":[34,103,174,284],"aimed":[35],"examine":[37],"relationship":[39,254],"between":[40,169,255],"K":[42,186,189,196,237,257,266],"p":[43,154,187,190,197,238,258,267],"index,":[44],"representing":[45],"global":[46],"magnetospheric":[47,159],"activity":[48],"level,":[49],"using":[54],"an":[55,232],"interpretable":[56],"neural":[57,68,282],"network":[58],"known":[59],"as":[60],"potential":[61],"learning":[62],"(PL).":[63],"Data":[64],"analyses":[65],"networks":[69],"are":[70,91],"often":[71],"difficult":[72],"interpret;":[74],"however,":[75],"PL":[76,125,223],"learns":[77],"focusing":[79],"\u201cpotentiality":[82],"of":[83,101,124,130,215],"input":[84,122,177],"neurons\u201d":[85],"can":[87],"identify":[88],"which":[89,243],"inputs":[90],"significantly":[92],"utilized":[93],"network.":[96],"Using":[97],"full":[99],"advantage":[100],"PL,":[102],"extracted":[104],"influential":[106,233],"parameters":[109,123,178],"that":[110,213,226],"disturb":[111],"magnetosphere":[113],"under":[114,239],"southward":[115,240],"Interplanetary":[116],"magnetic":[117],"field":[118],"(IMF)":[119],"conditions.":[120],"The":[121,222],"were":[126,208,220],"three":[128],"components":[129],"IMF":[132,241,272],"(B":[133],"x":[134,147],",":[135,138],"B":[136,139],"y":[137],"z":[140],"),":[141,148],"flow":[144,229],"speed":[145,230],"(V":[146],"proton":[150],"number":[151],"density":[152],"(N":[153],")":[155],"in":[156,245],"geocentric":[157],"(GSM)":[160],"coordinates":[161],"obtained":[162],"OMNI":[165],"database":[168],"1998":[170],"2019.":[172],"Furthermore,":[173],"classified":[175],"these":[176],"into":[179],"two":[180],"groups":[181],"(targets),":[182],"depending":[183],"level:":[188],"=":[191,198],"6\u20139":[192],"(positive":[193],"target)":[194],"0":[199],"1":[201],"+":[202],"(negative":[203],"target).":[204],"Negative":[205],"target":[206],"samples":[207],"randomly":[209],"selected":[210],"ensure":[212],"numbers":[214],"positive":[216],"negative":[218],"targets":[219],"equal.":[221],"results":[224],"revealed":[225],"is":[231],"parameter":[234],"for":[235],"increasing":[236],"conditions,":[242],"was":[244],"good":[246],"agreement":[247],"with":[248],"previous":[249],"reports":[250],"statistical":[253],"index":[259],"velocity,":[263],"formulation":[268],"plasma":[276],"parameters.":[277],"Based":[278],"new":[281],"network,":[283],"aim":[285],"construct":[287],"a":[288],"more":[289],"correct":[290],"parameter-dependent":[292],"space":[293],"weather":[294],"forecasting":[295],"model.":[296],"Graphical":[297]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2022-04-03T00:00:00"}
