{"id":"https://openalex.org/W4389713935","doi":"https://doi.org/10.48550/arxiv.2312.06845","title":"High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery","display_name":"High-Cadence Thermospheric Density Estimation enabled by Machine Learning on Solar Imagery","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389713935","doi":"https://doi.org/10.48550/arxiv.2312.06845"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2312.06845","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/abs/2312.06845","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077978342","display_name":"Shreshth A. Malik","orcid":"https://orcid.org/0000-0003-1544-3050"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malik, Shreshth A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038088417","display_name":"James L. Walsh","orcid":"https://orcid.org/0000-0002-6318-0892"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Walsh, James","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035900085","display_name":"Giacomo Acciarini","orcid":"https://orcid.org/0000-0001-8707-8940"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Acciarini, Giacomo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057582273","display_name":"Thomas Berger","orcid":"https://orcid.org/0000-0002-4989-475X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Berger, Thomas E.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5063994783","display_name":"At\u0131l\u0131m G\u00fcne\u015f Baydin","orcid":"https://orcid.org/0000-0001-9854-8100"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Baydin, At\u0131l\u0131m G\u00fcne\u015f","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":67},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9914,"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/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9914,"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/T11701","display_name":"Space Satellite Systems and Control","score":0.9822,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10325","display_name":"Astro and Planetary Science","score":0.9761,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/extreme-ultraviolet-lithography","display_name":"Extreme Ultraviolet Lithography","score":0.7902583},{"id":"https://openalex.org/keywords/space-weather","display_name":"Space Weather","score":0.61463076},{"id":"https://openalex.org/keywords/extreme-ultraviolet","display_name":"Extreme ultraviolet","score":0.5419536}],"concepts":[{"id":"https://openalex.org/C162996421","wikidata":"https://www.wikidata.org/wiki/Q371965","display_name":"Extreme ultraviolet lithography","level":2,"score":0.7902583},{"id":"https://openalex.org/C151325931","wikidata":"https://www.wikidata.org/wiki/Q584093","display_name":"Space weather","level":2,"score":0.61463076},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.60876393},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5441424},{"id":"https://openalex.org/C146024833","wikidata":"https://www.wikidata.org/wiki/Q1385457","display_name":"Extreme ultraviolet","level":3,"score":0.5419536},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.51783544},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5005591},{"id":"https://openalex.org/C199635899","wikidata":"https://www.wikidata.org/wiki/Q6500960","display_name":"Earth's magnetic field","level":3,"score":0.4908648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46728593},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.21543232},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17972869},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12749925},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2312.06845","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.06845","pdf_url":"http://arxiv.org/pdf/2312.06845","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.2312.06845","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2312.06845","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4387328786","https://openalex.org/W3121175235","https://openalex.org/W2332029428","https://openalex.org/W2314437508","https://openalex.org/W2141625811","https://openalex.org/W2064679241","https://openalex.org/W2018924450","https://openalex.org/W2012716935","https://openalex.org/W2006427353","https://openalex.org/W2003889775"],"abstract_inverted_index":{"Accurate":[0],"estimation":[1,21],"of":[2,10,38,48,71,105],"thermospheric":[3,42,96,164],"density":[4,43,97,165],"is":[5,22,44,108],"critical":[6],"for":[7,157,168],"precise":[8],"modeling":[9,45],"satellite":[11,172],"drag":[12],"forces":[13],"in":[14,40,119,170],"low":[15],"Earth":[16],"orbit":[17],"(LEO).":[18],"Improving":[19],"this":[20,78],"crucial":[23],"to":[24,99,148],"tasks":[25],"such":[26],"as":[27],"state":[28],"estimation,":[29],"collision":[30],"avoidance,":[31],"and":[32,54,74,139],"re-entry":[33],"calculations.":[34],"The":[35],"largest":[36],"source":[37],"uncertainty":[39],"determining":[41],"the":[46,69,102,106,122,155],"effects":[47],"space":[49],"weather":[50],"driven":[51],"by":[52,110],"solar":[53,72],"geomagnetic":[55,75],"activity.":[56],"Current":[57],"operational":[58,150,163],"models":[59,167],"rely":[60],"on":[61],"ground-based":[62,123,141],"proxy":[63,124],"indices":[64],"which":[65],"imperfectly":[66],"correlate":[67],"with":[68,134],"complexity":[70],"outputs":[73],"responses.":[76],"In":[77],"work,":[79],"we":[80],"directly":[81],"incorporate":[82],"NASA's":[83],"Solar":[84],"Dynamics":[85],"Observatory":[86],"(SDO)":[87],"extreme":[88],"ultraviolet":[89],"(EUV)":[90],"spectral":[91],"images":[92],"into":[93,162],"a":[94],"neural":[95],"model":[98,107],"determine":[100],"whether":[101],"predictive":[103],"performance":[104,146],"increased":[109],"using":[111],"space-based":[112],"EUV":[113,129,159],"imagery":[114,130],"data":[115,161],"instead":[116],"of,":[117],"or":[118],"addition":[120],"to,":[121],"indices.":[125],"We":[126],"demonstrate":[127],"that":[128],"can":[131],"enable":[132],"predictions":[133],"much":[135],"higher":[136],"temporal":[137],"resolution":[138],"replace":[140],"proxies":[142],"while":[143],"significantly":[144],"increasing":[145],"relative":[147],"current":[149],"models.":[151],"Our":[152],"method":[153],"paves":[154],"way":[156],"assimilating":[158],"image":[160],"forecasting":[166],"use":[169],"LEO":[171],"navigation":[173],"processes.":[174]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4389713935","counts_by_year":[],"updated_date":"2025-01-04T17:51:09.416302","created_date":"2023-12-14"}