{"id":"https://openalex.org/W4402437081","doi":"https://doi.org/10.1109/ccta60707.2024.10666596","title":"A Bayesian Neural ODE for a Lettuce Greenhouse","display_name":"A Bayesian Neural ODE for a Lettuce Greenhouse","publication_year":2024,"publication_date":"2024-08-21","ids":{"openalex":"https://openalex.org/W4402437081","doi":"https://doi.org/10.1109/ccta60707.2024.10666596"},"language":"en","primary_location":{"id":"doi:10.1109/ccta60707.2024.10666596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta60707.2024.10666596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Conference on Control Technology and Applications (CCTA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://edepot.wur.nl/675995","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025858816","display_name":"Sjoerd Boersma","orcid":null},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Sjoerd Boersma","raw_affiliation_strings":["Wageningen University &#x0026; Research,Mathematical and Statistical Methods Group (Biometris),Department of Plant Science,Wageningen,The Netherlands,6700 AA"],"affiliations":[{"raw_affiliation_string":"Wageningen University &#x0026; Research,Mathematical and Statistical Methods Group (Biometris),Department of Plant Science,Wageningen,The Netherlands,6700 AA","institution_ids":["https://openalex.org/I913481162"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103157640","display_name":"Xiaodong Cheng","orcid":"https://orcid.org/0000-0002-7212-266X"},"institutions":[{"id":"https://openalex.org/I913481162","display_name":"Wageningen University & Research","ror":"https://ror.org/04qw24q55","country_code":"NL","type":"education","lineage":["https://openalex.org/I913481162"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Xiaodong Cheng","raw_affiliation_strings":["Wageningen University &#x0026; Research,Mathematical and Statistical Methods Group (Biometris),Department of Plant Science,Wageningen,The Netherlands,6700 AA"],"affiliations":[{"raw_affiliation_string":"Wageningen University &#x0026; Research,Mathematical and Statistical Methods Group (Biometris),Department of Plant Science,Wageningen,The Netherlands,6700 AA","institution_ids":["https://openalex.org/I913481162"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5025858816"],"corresponding_institution_ids":["https://openalex.org/I913481162"],"apc_list":null,"apc_paid":null,"fwci":3.8412,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92937493,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"782","last_page":"786"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9979000091552734,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9979000091552734,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9395999908447266,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9261999726295471,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ode","display_name":"Ode","score":0.7764878869056702},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.6957433223724365},{"id":"https://openalex.org/keywords/greenhouse","display_name":"Greenhouse","score":0.6819713115692139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5806639194488525},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48738986253738403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37599417567253113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22366872429847717},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.1277850866317749},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.104962557554245},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07769781351089478}],"concepts":[{"id":"https://openalex.org/C34862557","wikidata":"https://www.wikidata.org/wiki/Q178985","display_name":"Ode","level":2,"score":0.7764878869056702},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6957433223724365},{"id":"https://openalex.org/C32198211","wikidata":"https://www.wikidata.org/wiki/Q165044","display_name":"Greenhouse","level":2,"score":0.6819713115692139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5806639194488525},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48738986253738403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37599417567253113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22366872429847717},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.1277850866317749},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.104962557554245},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07769781351089478}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ccta60707.2024.10666596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta60707.2024.10666596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Conference on Control Technology and Applications (CCTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:library.wur.nl:wurpubs/635663","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/a-bayesian-neural-ode-for-a-lettuce-greenhouse","pdf_url":"https://edepot.wur.nl/675995","source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9798350370959","raw_type":"Article in monograph or in proceedings"}],"best_oa_location":{"id":"pmh:oai:library.wur.nl:wurpubs/635663","is_oa":true,"landing_page_url":"https://research.wur.nl/en/publications/a-bayesian-neural-ode-for-a-lettuce-greenhouse","pdf_url":"https://edepot.wur.nl/675995","source":{"id":"https://openalex.org/S4210201231","display_name":"Socio-Environmental Systems Modeling","issn_l":"2663-3027","issn":["2663-3027"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9798350370959","raw_type":"Article in monograph or in proceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402437081.pdf","grobid_xml":"https://content.openalex.org/works/W4402437081.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1575075633","https://openalex.org/W1589596052","https://openalex.org/W1993969629","https://openalex.org/W2021078801","https://openalex.org/W2128547524","https://openalex.org/W2150495660","https://openalex.org/W2571260985","https://openalex.org/W2785321211","https://openalex.org/W3089611792","https://openalex.org/W3183795420","https://openalex.org/W3184837397","https://openalex.org/W4214616180","https://openalex.org/W4287553514","https://openalex.org/W4312255788","https://openalex.org/W4390494529","https://openalex.org/W6787145903"],"related_works":["https://openalex.org/W2371448224","https://openalex.org/W3134495997","https://openalex.org/W2363680170","https://openalex.org/W2376428685","https://openalex.org/W4256082577","https://openalex.org/W625783435","https://openalex.org/W2048742619","https://openalex.org/W2384641672","https://openalex.org/W2742179975","https://openalex.org/W2362647823"],"abstract_inverted_index":{"Greenhouse":[0],"production":[1],"systems":[2,27],"play":[3],"a":[4,17,29,37,75],"crucial":[5],"role":[6],"in":[7,24,71],"modern":[8],"agriculture,":[9],"enabling":[10],"year-round":[11],"cultivation":[12],"of":[13,50,59,74,92,99],"crops":[14],"by":[15],"providing":[16],"controlled":[18],"environment.":[19],"However,":[20],"effectively":[21],"quantifying":[22],"uncertainty":[23,70],"modeling":[25],"greenhouse":[26,52,94],"remains":[28],"challenging":[30],"task.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"apply":[36],"novel":[38],"approach":[39],"based":[40],"on":[41],"sparse":[42],"Bayesian":[43,65],"deep":[44,60],"learning":[45],"for":[46],"the":[47,57,69,72,83,88,93,106],"system":[48,95],"identification":[49],"lettuce":[51,103],"models.":[53],"The":[54,78],"method":[55],"leverages":[56],"power":[58],"neural":[61],"networks":[62],"while":[63],"incorporating":[64],"inference":[66],"to":[67],"quantify":[68],"weights":[73],"Neural":[76],"ODE.":[77],"simulation":[79],"results":[80],"show":[81],"that":[82],"generated":[84],"model":[85],"can":[86],"capture":[87],"intrinsic":[89],"nonlinear":[90],"behavior":[91],"with":[96],"probabilistic":[97],"estimates":[98],"environmental":[100],"variables":[101],"and":[102],"growth":[104],"within":[105],"greenhouse.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}
