{"id":"https://openalex.org/W4388945333","doi":"https://doi.org/10.3390/horticulturae9121259","title":"Development, Verification, and Analysis of Simple Mathematical Model of Lettuce Productivity under Different Light Conditions","display_name":"Development, Verification, and Analysis of Simple Mathematical Model of Lettuce Productivity under Different Light Conditions","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4388945333","doi":"https://doi.org/10.3390/horticulturae9121259"},"language":"en","primary_location":{"id":"doi:10.3390/horticulturae9121259","doi":"https://doi.org/10.3390/horticulturae9121259","is_oa":true,"landing_page_url":"https://doi.org/10.3390/horticulturae9121259","pdf_url":"https://www.mdpi.com/2311-7524/9/12/1259/pdf?version=1700719834","source":{"id":"https://openalex.org/S2737241975","display_name":"Horticulturae","issn_l":"2311-7524","issn":["2311-7524"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Horticulturae","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://www.mdpi.com/2311-7524/9/12/1259/pdf?version=1700719834","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077100190","display_name":"Ekaterina Sukhova","orcid":"https://orcid.org/0000-0003-2918-8134","observed_orcids":["https://orcid.org/0000-0003-2918-8134"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Ekaterina Sukhova","raw_affiliation_strings":["Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia"],"raw_orcid":"https://orcid.org/0000-0003-2918-8134","affiliations":[{"raw_affiliation_string":"Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056419697","display_name":"Lyubov Yudina","orcid":"https://orcid.org/0000-0002-6702-2445","observed_orcids":["https://orcid.org/0000-0002-6702-2445"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Lyubov Yudina","raw_affiliation_strings":["Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia"],"raw_orcid":"https://orcid.org/0000-0002-6702-2445","affiliations":[{"raw_affiliation_string":"Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034807072","display_name":"Yuriy Zolin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yuriy Zolin","raw_affiliation_strings":["Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109003348","display_name":"Alyona Popova","orcid":"https://orcid.org/0000-0001-7560-6291","observed_orcids":["https://orcid.org/0000-0001-7560-6291"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alyona Popova","raw_affiliation_strings":["Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074708676","display_name":"Vladimir Sukhov","orcid":"https://orcid.org/0000-0002-8712-9127","observed_orcids":["https://orcid.org/0000-0002-8712-9127"]},"institutions":[{"id":"https://openalex.org/I79563041","display_name":"N. I. Lobachevsky State University of Nizhny Novgorod","ror":"https://ror.org/01bb1zm18","country_code":"RU","type":"education","lineage":["https://openalex.org/I79563041"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Vladimir Sukhov","raw_affiliation_strings":["Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia"],"raw_orcid":"https://orcid.org/0000-0002-8712-9127","affiliations":[{"raw_affiliation_string":"Department of Biophysics, N. I. Lobachevsky State University of Nizhny Novgorod, 603950 Nizhny Novgorod, Russia","institution_ids":["https://openalex.org/I79563041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5074708676"],"corresponding_institution_ids":["https://openalex.org/I79563041"],"apc_list":{"value":1800,"currency":"CHF","value_usd":2002},"apc_paid":{"value":1800,"currency":"CHF","value_usd":2002},"fwci":0.277,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47427857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":"9","issue":"12","first_page":"1259","last_page":"1259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11268","display_name":"Light effects on plants","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11268","display_name":"Light effects on plants","score":0.9721999764442444,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.02160000056028366,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14365","display_name":"Leaf Properties and Growth Measurement","score":0.00139999995008111,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-model","display_name":"mathematical model","score":0.875},{"id":"https://openalex.org/keywords/light-emitting-diodes","display_name":"light-emitting diodes","score":0.7760000228881836},{"id":"https://openalex.org/keywords/artificial-lighting","display_name":"artificial lighting","score":0.6830000281333923},{"id":"https://openalex.org/keywords/photoperiod","display_name":"photoperiod","score":0.8169999718666077},{"id":"https://openalex.org/keywords/light-intensity","display_name":"light intensity","score":0.8730000257492065},{"id":"https://openalex.org/keywords/light-spectrum","display_name":"light spectrum","score":0.8320000171661377},{"id":"https://openalex.org/keywords/dry-biomass","display_name":"dry biomass","score":0.6520000100135803},{"id":"https://openalex.org/keywords/photosynthesis","display_name":"photosynthesis","score":0.6259999871253967},{"id":"https://openalex.org/keywords/respiration","display_name":"respiration","score":0.9800000190734863},{"id":"https://openalex.org/keywords/model-verification","display_name":"model verification","score":0.4180000126361847},{"id":"https://openalex.org/keywords/model-parameterization","display_name":"model parameterization","score":0.5509999990463257}],"concepts":[{"id":"https://openalex.org/C3020368824","wikidata":"https://www.wikidata.org/wiki/Q6546192","display_name":"Light intensity","level":2,"score":0.6029977798461914},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.5966479778289795},{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.5886591672897339},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.5487428903579712},{"id":"https://openalex.org/C2776473319","wikidata":"https://www.wikidata.org/wiki/Q7201524","display_name":"Plant factory","level":2,"score":0.4711650311946869},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.46992337703704834},{"id":"https://openalex.org/C2992067456","wikidata":"https://www.wikidata.org/wiki/Q210064","display_name":"Artificial light","level":3,"score":0.46314355731010437},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4584815204143524},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4439970850944519},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.3400685787200928},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.2501564025878906},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.24720340967178345},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.21386337280273438},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14264518022537231},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C36365805","wikidata":"https://www.wikidata.org/wiki/Q194411","display_name":"Illuminance","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/horticulturae9121259","doi":"https://doi.org/10.3390/horticulturae9121259","is_oa":true,"landing_page_url":"https://doi.org/10.3390/horticulturae9121259","pdf_url":"https://www.mdpi.com/2311-7524/9/12/1259/pdf?version=1700719834","source":{"id":"https://openalex.org/S2737241975","display_name":"Horticulturae","issn_l":"2311-7524","issn":["2311-7524"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Horticulturae","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:66a32050f75c4dd99d6d1f4fad3e9b51","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/66a32050f75c4dd99d6d1f4fad3e9b51","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":"Horticulturae, Vol 9, Iss 12, p 1259 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/horticulturae9121259","doi":"https://doi.org/10.3390/horticulturae9121259","is_oa":true,"landing_page_url":"https://doi.org/10.3390/horticulturae9121259","pdf_url":"https://www.mdpi.com/2311-7524/9/12/1259/pdf?version=1700719834","source":{"id":"https://openalex.org/S2737241975","display_name":"Horticulturae","issn_l":"2311-7524","issn":["2311-7524"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Horticulturae","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.875,"display_name":"Zero hunger"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1717111205","display_name":null,"funder_award_id":"075-15-2020","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"},{"id":"https://openalex.org/G283482251","display_name":null,"funder_award_id":"075-15-2020-774","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"},{"id":"https://openalex.org/G6444257319","display_name":null,"funder_award_id":"075-15-","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"}],"funders":[{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388945333.pdf","grobid_xml":"https://content.openalex.org/works/W4388945333.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W170050519","https://openalex.org/W207744882","https://openalex.org/W1973808283","https://openalex.org/W1985201300","https://openalex.org/W1989473086","https://openalex.org/W2008313499","https://openalex.org/W2032665686","https://openalex.org/W2042983244","https://openalex.org/W2046857879","https://openalex.org/W2116188431","https://openalex.org/W2125491431","https://openalex.org/W2125521845","https://openalex.org/W2140403358","https://openalex.org/W2140627799","https://openalex.org/W2145633937","https://openalex.org/W2152990494","https://openalex.org/W2157144502","https://openalex.org/W2166582130","https://openalex.org/W2171636576","https://openalex.org/W2203299195","https://openalex.org/W2322888409","https://openalex.org/W2343337781","https://openalex.org/W2400316047","https://openalex.org/W2530087992","https://openalex.org/W2585755542","https://openalex.org/W2605184629","https://openalex.org/W2608050375","https://openalex.org/W2765719497","https://openalex.org/W2768014554","https://openalex.org/W2772061410","https://openalex.org/W2794174318","https://openalex.org/W2915406864","https://openalex.org/W2981779395","https://openalex.org/W2983552694","https://openalex.org/W2992156152","https://openalex.org/W2993878712","https://openalex.org/W2996114823","https://openalex.org/W3010916637","https://openalex.org/W3012483799","https://openalex.org/W3016676312","https://openalex.org/W3018155070","https://openalex.org/W3032319932","https://openalex.org/W3039990558","https://openalex.org/W3084547618","https://openalex.org/W3085527425","https://openalex.org/W3094940102","https://openalex.org/W3116792869","https://openalex.org/W3121536808","https://openalex.org/W3130100531","https://openalex.org/W3131333705","https://openalex.org/W3132106903","https://openalex.org/W3136974815","https://openalex.org/W3156009530","https://openalex.org/W3177325235","https://openalex.org/W3178693058","https://openalex.org/W3211440631","https://openalex.org/W4206555475","https://openalex.org/W4210650765","https://openalex.org/W4249519124","https://openalex.org/W4250109367","https://openalex.org/W4251076590","https://openalex.org/W4282582044","https://openalex.org/W4290731972","https://openalex.org/W4293032790","https://openalex.org/W4309845515","https://openalex.org/W4310912076","https://openalex.org/W4311066486","https://openalex.org/W4317435640","https://openalex.org/W4317436731","https://openalex.org/W4320473780","https://openalex.org/W4386547390"],"related_works":["https://openalex.org/W4317435640","https://openalex.org/W2595901168","https://openalex.org/W2811211106","https://openalex.org/W2909423999","https://openalex.org/W4377823056","https://openalex.org/W2590611707","https://openalex.org/W2569678102","https://openalex.org/W6977446821","https://openalex.org/W2196649234","https://openalex.org/W4224325502"],"abstract_inverted_index":{"Lettuce":[0],"is":[1,7,50],"an":[2],"important":[3],"agricultural":[4],"plant":[5],"which":[6],"often":[8],"cultivated":[9,220],"under":[10,91],"artificial":[11],"illumination":[12,25,173,195],"including":[13],"light":[14,16,48,60,214,239],"of":[15,23,28,46,59,68,78,88,97,107,112,118,129,138,142,160,168,170,189,197,207,212,219,237],"emitting":[17],"diodes":[18],"(LEDs).":[19],"Spectrum":[20],"and":[21,26,105,146,156,184,209],"intensity":[22,215],"used":[24,124,229],"duration":[27],"photoperiod":[29],"can":[30,39,71,227],"strongly":[31],"influence":[32,167,206],"a":[33,119,204],"final":[34,217],"lettuce":[35,69,89,114,120,175,199,221,243],"biomass;":[36],"their":[37],"effects":[38],"be":[40,63,228],"interacted.":[41],"It":[42,177],"means":[43],"that":[44],"search":[45],"optimal":[47,194,238],"conditions":[49,61,196,240],"complicated":[51],"problem":[52],"for":[53,76,233,241],"experimental":[54,163,183],"investigations":[55],"because":[56],"numerous":[57],"combinations":[58],"should":[62],"analyzed.":[64],"A":[65],"mathematical":[66,110],"model":[67,87,111,152,192,226],"productivity":[70,90],"provide":[72],"the":[73,85,92,98,108,113,126,130,171,190,198,213,224,231,234,242],"potential":[74],"tool":[75,232],"intensification":[77],"this":[79],"search;":[80],"earlier,":[81],"we":[82],"preliminarily":[83],"proposed":[84],"minimal":[86],"LED":[93,172],"illumination.":[94],"The":[95,151],"aim":[96],"current":[99],"work":[100],"was":[101,123,153,178],"further":[102],"development,":[103],"verification,":[104],"analysis":[106,188],"simple":[109],"productivity.":[115],"Dry":[116],"weight":[117],"leaf":[121],"rosette":[122],"as":[125,136,230],"main":[127],"variable":[128],"model;":[131],"its":[132,147],"changes":[133],"were":[134],"described":[135],"function":[137],"difference":[139],"between":[140,182],"production":[141],"biomass":[143,218],"through":[144,149],"assimilation":[145],"consumption":[148],"respiration.":[150],"quantitively":[154],"parameterized":[155],"verified":[157],"on":[158,174,216],"basis":[159],"our":[161],"previous":[162],"works":[164],"devoted":[165],"to":[166],"parameters":[169],"characteristics.":[176],"shown":[179],"well":[180],"correspondence":[181],"simulated":[185],"results.":[186],"Further":[187],"developed":[191,225],"predicted":[193],"cultivation.":[200,244],"Particularly,":[201],"it":[202],"showed":[203],"positive":[205],"gradual":[208],"step":[210],"increase":[211],"plants.":[222],"Thus,":[223],"theoretical":[235],"prediction":[236]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-11-24T00:00:00"}