{"id":"https://openalex.org/W4300007392","doi":"https://doi.org/10.7148/2022-0174","title":"A Model for Predicting the Amount of Photosynthetically Available Radiation from BGC-ARGO Float Observations in the Water Column","display_name":"A Model for Predicting the Amount of Photosynthetically Available Radiation from BGC-ARGO Float Observations in the Water Column","publication_year":2022,"publication_date":"2022-06-03","ids":{"openalex":"https://openalex.org/W4300007392","doi":"https://doi.org/10.7148/2022-0174"},"language":"en","primary_location":{"id":"doi:10.7148/2022-0174","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2022-0174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2022 Proceedings edited by Ibrahim A. Hameed, Agus Hasan, Saleh Abdel-Afou Alaliyat","raw_type":"proceedings-article"},"type":"article","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/A5085158698","display_name":"Frederic Stahl","orcid":"https://orcid.org/0000-0002-4860-0203"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Frederic Stahl","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012562282","display_name":"Lars Nolle","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lars Nolle","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068442332","display_name":"Oliver Zielinski","orcid":"https://orcid.org/0000-0002-6018-5030"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oliver Zielinski","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5005777325","display_name":"Ahlem Jemai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahlem Jemai","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085158698"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9736,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74586283,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"174","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9577999711036682,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"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/argo","display_name":"Argo","score":0.8926598429679871},{"id":"https://openalex.org/keywords/photosynthetically-active-radiation","display_name":"Photosynthetically active radiation","score":0.6822283267974854},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5715634226799011},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.539954662322998},{"id":"https://openalex.org/keywords/wavelength","display_name":"Wavelength","score":0.5313941240310669},{"id":"https://openalex.org/keywords/float","display_name":"Float (project management)","score":0.5291479229927063},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5117730498313904},{"id":"https://openalex.org/keywords/water-column","display_name":"Water column","score":0.4610736668109894},{"id":"https://openalex.org/keywords/radiation","display_name":"Radiation","score":0.4518321752548218},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.43191877007484436},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4181515574455261},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3950313925743103},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22859466075897217},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20577552914619446},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18576741218566895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1841145157814026},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.14383646845817566},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12212204933166504},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.10959115624427795},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.10401931405067444},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09776750206947327},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09700056910514832}],"concepts":[{"id":"https://openalex.org/C51614570","wikidata":"https://www.wikidata.org/wiki/Q647931","display_name":"Argo","level":2,"score":0.8926598429679871},{"id":"https://openalex.org/C131366478","wikidata":"https://www.wikidata.org/wiki/Q900892","display_name":"Photosynthetically active radiation","level":3,"score":0.6822283267974854},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5715634226799011},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.539954662322998},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.5313941240310669},{"id":"https://openalex.org/C2780337265","wikidata":"https://www.wikidata.org/wiki/Q185958","display_name":"Float (project management)","level":2,"score":0.5291479229927063},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5117730498313904},{"id":"https://openalex.org/C122846477","wikidata":"https://www.wikidata.org/wiki/Q1395805","display_name":"Water column","level":2,"score":0.4610736668109894},{"id":"https://openalex.org/C153385146","wikidata":"https://www.wikidata.org/wiki/Q18335","display_name":"Radiation","level":2,"score":0.4518321752548218},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.43191877007484436},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4181515574455261},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3950313925743103},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22859466075897217},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20577552914619446},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18576741218566895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1841145157814026},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14383646845817566},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12212204933166504},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.10959115624427795},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.10401931405067444},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09776750206947327},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09700056910514832},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.0},{"id":"https://openalex.org/C183688256","wikidata":"https://www.wikidata.org/wiki/Q11982","display_name":"Photosynthesis","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7148/2022-0174","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2022-0174","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2022 Proceedings edited by Ibrahim A. Hameed, Agus Hasan, Saleh Abdel-Afou Alaliyat","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2387843509","https://openalex.org/W2181799841","https://openalex.org/W2547983582","https://openalex.org/W4392760373","https://openalex.org/W2027975582","https://openalex.org/W4295275726","https://openalex.org/W2142085374","https://openalex.org/W39819597","https://openalex.org/W2323333979","https://openalex.org/W4394484859"],"abstract_inverted_index":{"Modern":[0],"oceanography":[1],"uses,":[2],"amongst":[3],"other":[4],"platforms,":[5],"automated":[6],"diving":[7],"devices,":[8],"which":[9],"are":[10,148],"drifting":[11],"with":[12,56,72,172],"the":[13,26,41,52,70,109,134,146,153,157,165],"ocean":[14],"current":[15],"whilst":[16],"continuously":[17],"collecting":[18],"vertical":[19],"profiles":[20],"of":[21,25,49,62,78,108,131,143],"environmental":[22],"parameters.":[23],"One":[24],"important":[27],"parameters":[28],"is":[29,64],"photosynthetically":[30],"available":[31,81],"radiation":[32],"(PAR).":[33],"It":[34],"was":[35],"studied":[36],"in":[37],"this":[38,66],"work":[39],"whether":[40],"PAR":[42,63,115,154,162,166],"values":[43],"can":[44],"be":[45,169],"reconstructed":[46],"by":[47],"combinations":[48],"measurements":[50],"from":[51,101,105],"remaining":[53],"onboard":[54],"sensors":[55],"specific":[57,75,175],"wavelength.":[58,176],"If":[59],"a":[60,73,160,173],"reconstruction":[61],"possible,":[65],"would":[67],"allow":[68],"allocating":[69],"sensor":[71,167],"further":[74,174],"wavelength":[76],"instead":[77,171],"PAR.":[79],"Having":[80],"more":[82],"spectral":[83],"information":[84],"could":[85,168],"for":[86,133,159],"example":[87],"enable":[88],"natural":[89],"science":[90],"researchers":[91],"to":[92,113,151],"better":[93],"distinguish":[94],"phytoplankton":[95],"or":[96],"UV":[97],"radiation.":[98],"Therefore,":[99],"data":[100],"three":[102],"different":[103,106],"expeditions":[104],"regions":[107],"world":[110],"were":[111],"used":[112],"model":[114],"using":[116],"multiple":[117,124],"linear":[118,125],"regression":[119,121,126],"and":[120,137],"trees":[122],"(RT).":[123],"achieved":[127,139],"an":[128,140],"R2":[129,141],"value":[130,142],"0.970":[132],"combined":[135],"dataset":[136],"RT":[138],"0.960.":[144],"Hence,":[145],"models":[147],"accurate":[149],"enough":[150],"predict":[152],"parameter":[155],"without":[156],"need":[158],"dedicated":[161],"sensor.":[163],"Thus":[164],"allocated":[170]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
