{"id":"https://openalex.org/W7136181410","doi":"https://doi.org/10.1016/j.suscom.2026.101336","title":"Optimizing crop yield prediction in precision agriculture using random forest and particle swarm optimization: A data-driven approach to sustainable farming","display_name":"Optimizing crop yield prediction in precision agriculture using random forest and particle swarm optimization: A data-driven approach to sustainable farming","publication_year":2026,"publication_date":"2026-03-16","ids":{"openalex":"https://openalex.org/W7136181410","doi":"https://doi.org/10.1016/j.suscom.2026.101336"},"language":"en","primary_location":{"id":"doi:10.1016/j.suscom.2026.101336","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2026.101336","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Computing: Informatics and Systems","raw_type":"journal-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/A5129610058","display_name":"Chen Jin","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chen Jin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5129610058"],"corresponding_institution_ids":[],"apc_list":{"value":3050,"currency":"USD","value_usd":3050},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24214194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"50","issue":null,"first_page":"101336","last_page":"101336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9061999917030334,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9061999917030334,"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":0.005200000014156103,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.003000000026077032,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.8381999731063843},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6280999779701233},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5637000203132629},{"id":"https://openalex.org/keywords/sustainable-agriculture","display_name":"Sustainable agriculture","score":0.559499979019165},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5421000123023987},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.4733999967575073}],"concepts":[{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.8381999731063843},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6280999779701233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.599399983882904},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5637000203132629},{"id":"https://openalex.org/C54924851","wikidata":"https://www.wikidata.org/wiki/Q2751054","display_name":"Sustainable agriculture","level":3,"score":0.559499979019165},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5421000123023987},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.4733999967575073},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.4724999964237213},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.4634000062942505},{"id":"https://openalex.org/C2989409935","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop production","level":3,"score":0.3125999867916107},{"id":"https://openalex.org/C137580998","wikidata":"https://www.wikidata.org/wiki/Q235352","display_name":"Crop","level":2,"score":0.30399999022483826},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2808000147342682},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2759000062942505}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.suscom.2026.101336","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2026.101336","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Computing: Informatics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.8689845204353333}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W4206329493","https://openalex.org/W4213437886","https://openalex.org/W4214713085","https://openalex.org/W4220888197","https://openalex.org/W4293464037","https://openalex.org/W4317584589","https://openalex.org/W4319599662","https://openalex.org/W4362454723","https://openalex.org/W4389237989","https://openalex.org/W4391519673","https://openalex.org/W4391831022","https://openalex.org/W4393081461","https://openalex.org/W4396804327","https://openalex.org/W4400452871","https://openalex.org/W4404141860","https://openalex.org/W4405645105","https://openalex.org/W4414617071","https://openalex.org/W7106513522","https://openalex.org/W7131896488"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-03-17T00:00:00"}