{"id":"https://openalex.org/W4402260095","doi":"https://doi.org/10.1109/igarss53475.2024.10642493","title":"Integrating Early Career Stem Research Through Machine Learning by the NASA Climate Change Research Initiative (CCRI)","display_name":"Integrating Early Career Stem Research Through Machine Learning by the NASA Climate Change Research Initiative (CCRI)","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402260095","doi":"https://doi.org/10.1109/igarss53475.2024.10642493"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10642493","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103771220","display_name":"Alicia T. Joseph","orcid":null},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alicia Joseph","raw_affiliation_strings":["NASA Goddard Space Flight Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107013029","display_name":"Gabriela Himmele","orcid":null},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriela Himmele","raw_affiliation_strings":["West Virginia University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Virginia University","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043154170","display_name":"Matthew Pearce","orcid":null},"institutions":[{"id":"https://openalex.org/I116578957","display_name":"Goddard Institute for Space Studies","ror":"https://ror.org/01cyfxe35","country_code":"US","type":"facility","lineage":["https://openalex.org/I116578957","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Pearce","raw_affiliation_strings":["NASA Goddard Institute of Space Studies"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Goddard Institute of Space Studies","institution_ids":["https://openalex.org/I116578957"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107013030","display_name":"Nicholas Pinder","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Pinder","raw_affiliation_strings":["University of South Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Florida","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046507371","display_name":"Aditya Jain","orcid":"https://orcid.org/0000-0002-9656-6513"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aditya Jain","raw_affiliation_strings":["The Harker School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Harker School","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107013031","display_name":"Kari Espada","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100367","display_name":"Virginia Space Grant Consortium","ror":"https://ror.org/010ww9x09","country_code":"US","type":"other","lineage":["https://openalex.org/I4210100367","https://openalex.org/I4210124779","https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kari Espada","raw_affiliation_strings":["Virginia Space Grant Consortium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Virginia Space Grant Consortium","institution_ids":["https://openalex.org/I4210100367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086280622","display_name":"Joy Conway","orcid":"https://orcid.org/0000-0001-6464-1526"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joy Conway","raw_affiliation_strings":["Plum Point Middle School"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Plum Point Middle School","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037989647","display_name":"Megan Mason","orcid":"https://orcid.org/0009-0005-0660-3333"},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Megan Mason","raw_affiliation_strings":["NASA Goddard Space Flight Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center","institution_ids":["https://openalex.org/I1306266525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076198944","display_name":"Carrie Vuyovich","orcid":null},"institutions":[{"id":"https://openalex.org/I1306266525","display_name":"Goddard Space Flight Center","ror":"https://ror.org/0171mag52","country_code":"US","type":"facility","lineage":["https://openalex.org/I1306266525","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carrie Vuyovich","raw_affiliation_strings":["NASA Goddard Space Flight Center"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA Goddard Space Flight Center","institution_ids":["https://openalex.org/I1306266525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18085604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1873","last_page":"1877"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12449","display_name":"Spacecraft Design and Technology","score":0.7560999989509583,"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"}},"topics":[{"id":"https://openalex.org/T12449","display_name":"Spacecraft Design and Technology","score":0.7560999989509583,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4065384566783905},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3440600335597992}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4065384566783905},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3440600335597992}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss53475.2024.10642493","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10642493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.8700000047683716,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2011911270","https://openalex.org/W2774716930"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Satellites":[0],"are":[1],"particularly":[2],"well-suited":[3],"to":[4,44,88,90,115],"provide":[5],"spatially":[6],"distributed":[7],"observations":[8],"of":[9,56,59,95,118],"global":[10],"snow.":[11],"For":[12],"hydrological":[13],"research":[14],"and":[15,52,70,108,111],"applications,":[16],"Snow":[17],"Water":[18],"Equivalent":[19],"(SWE)":[20],"is":[21,28],"the":[22,42,49,63,71,92,116],"most":[23],"important":[24],"observation,":[25],"but":[26],"it":[27],"also":[29],"our":[30],"biggest":[31],"gap":[32],"in":[33],"snow":[34,72,96],"remote":[35],"sensing.":[36],"Currently,":[37],"no":[38],"satellite":[39],"sensor":[40],"has":[41,100],"ability":[43],"measure":[45],"SWE":[46],"globally":[47],"at":[48],"accuracy,":[50],"resolution":[51],"frequency":[53],"needed,":[54],"because":[55],"a":[57,119],"number":[58],"factors":[60],"that":[61],"impact":[62],"signals":[64],"such":[65],"as":[66],"forests,":[67],"mountains,":[68],"clouds":[69],"characteristics":[73],"themselves.":[74],"The":[75,98],"NASA":[76,105],"Climate":[77],"Change":[78],"Research":[79],"Initiative":[80],"(CCRI)":[81],"SnowEx":[82],"team":[83,99],"uses":[84],"machine":[85,121],"learning":[86,122],"approaches":[87],"attempt":[89],"address":[91],"unanswered":[93],"questions":[94],"science.":[97],"collaborated":[101],"with":[102],"other":[103],"similar":[104],"wide":[106],"programs":[107],"leveraged":[109],"skills":[110],"resources":[112],"which":[113],"led":[114],"formation":[117],"community":[120],"(ML)":[123],"working":[124],"group.":[125]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}