{"id":"https://openalex.org/W4409838136","doi":"https://doi.org/10.1007/s00521-025-11221-6","title":"A hybrid ensemble framework for integrating environmental parameters for improved crop yield prediction and sustainable agricultural decision-making in Iraq","display_name":"A hybrid ensemble framework for integrating environmental parameters for improved crop yield prediction and sustainable agricultural decision-making in Iraq","publication_year":2025,"publication_date":"2025-04-26","ids":{"openalex":"https://openalex.org/W4409838136","doi":"https://doi.org/10.1007/s00521-025-11221-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-025-11221-6","doi":"https://doi.org/10.1007/s00521-025-11221-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11221-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4409838136"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5092517328","display_name":"Ghassan Faisal Albaaji","orcid":"https://orcid.org/0009-0006-2139-3992","observed_orcids":["https://orcid.org/0009-0006-2139-3992"]},"institutions":[{"id":"https://openalex.org/I158338959","display_name":"University of Kerala","ror":"https://ror.org/05tqa9940","country_code":"IN","type":"education","lineage":["https://openalex.org/I158338959"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ghassan Faisal Albaaji","raw_affiliation_strings":["Directorate of Agriculture, Wasit, Wasit Governorate, 52001, Iraq","Machine Intelligence Research Laboratory, Department of Computer Science, University of Kerala, Thiruvananthapuram, 695581, India"],"raw_orcid":"https://orcid.org/0009-0006-2139-3992","affiliations":[{"raw_affiliation_string":"Directorate of Agriculture, Wasit, Wasit Governorate, 52001, Iraq","institution_ids":[]},{"raw_affiliation_string":"Machine Intelligence Research Laboratory, Department of Computer Science, University of Kerala, Thiruvananthapuram, 695581, India","institution_ids":["https://openalex.org/I158338959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082768190","display_name":"Vinod Chandra S S","orcid":"https://orcid.org/0000-0003-2298-1906","observed_orcids":["https://orcid.org/0000-0003-2298-1906"]},"institutions":[{"id":"https://openalex.org/I158338959","display_name":"University of Kerala","ror":"https://ror.org/05tqa9940","country_code":"IN","type":"education","lineage":["https://openalex.org/I158338959"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vinod Chandra S S","raw_affiliation_strings":["Machine Intelligence Research Laboratory, Department of Computer Science, University of Kerala, Thiruvananthapuram, 695581, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Intelligence Research Laboratory, Department of Computer Science, University of Kerala, Thiruvananthapuram, 695581, India","institution_ids":["https://openalex.org/I158338959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5082768190"],"corresponding_institution_ids":["https://openalex.org/I158338959"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.7032,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80956157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"37","issue":"19","first_page":"13321","last_page":"13343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9951000213623047,"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":0.9951000213623047,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.0034000000450760126,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10439","display_name":"Climate change impacts on agriculture","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1102","display_name":"Agronomy and Crop 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/crop-yield-prediction","display_name":"crop yield prediction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/environmental-parameters","display_name":"environmental parameters","score":0.5989999771118164},{"id":"https://openalex.org/keywords/diammonium-phosphate","display_name":"diammonium phosphate","score":0.9419999718666077},{"id":"https://openalex.org/keywords/nitrogen-fertiliser","display_name":"nitrogen fertiliser","score":0.7739999890327454},{"id":"https://openalex.org/keywords/soil-electrical-conductivity","display_name":"soil electrical conductivity","score":0.9819999933242798},{"id":"https://openalex.org/keywords/temperature-extremes","display_name":"temperature extremes","score":0.6779999732971191},{"id":"https://openalex.org/keywords/food-security","display_name":"food security","score":0.7919999957084656},{"id":"https://openalex.org/keywords/sustainable-agriculture","display_name":"sustainable agriculture","score":0.8769999742507935},{"id":"https://openalex.org/keywords/farm-decision-making","display_name":"agricultural decision-making","score":0.746999979019165},{"id":"https://openalex.org/keywords/wasit-governorate","display_name":"Wasit Governorate","score":0.7549999952316284}],"concepts":[{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.6302167773246765},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.6284459233283997},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.616631031036377},{"id":"https://openalex.org/C54924851","wikidata":"https://www.wikidata.org/wiki/Q2751054","display_name":"Sustainable agriculture","level":3,"score":0.5475486516952515},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.512024462223053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49344268441200256},{"id":"https://openalex.org/C126343540","wikidata":"https://www.wikidata.org/wiki/Q889514","display_name":"Crop yield","level":2,"score":0.46345871686935425},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.40095940232276917},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.2292771339416504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22298502922058105},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.11197075247764587},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.10420888662338257},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10124239325523376},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08552271127700806},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-025-11221-6","doi":"https://doi.org/10.1007/s00521-025-11221-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11221-6","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.991100013256073},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5351999998092651}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1943276807","display_name":null,"funder_award_id":"RBIS0PFMS01","funder_id":"https://openalex.org/F4320328056","funder_display_name":"Indian Council for Cultural Relations"}],"funders":[{"id":"https://openalex.org/F4320328056","display_name":"Indian Council for Cultural Relations","ror":"https://ror.org/03j008m31"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W3009730690","https://openalex.org/W3034662445","https://openalex.org/W3045041747","https://openalex.org/W3045046752","https://openalex.org/W3082925118","https://openalex.org/W3109456639","https://openalex.org/W3131611319","https://openalex.org/W3152916333","https://openalex.org/W3198590860","https://openalex.org/W3202412209","https://openalex.org/W4214878709","https://openalex.org/W4295919129","https://openalex.org/W4306677748","https://openalex.org/W4321496377","https://openalex.org/W4382794104","https://openalex.org/W4385072023","https://openalex.org/W4386397981","https://openalex.org/W4387098695","https://openalex.org/W4387158270","https://openalex.org/W4388867906","https://openalex.org/W4392759295","https://openalex.org/W4393903625","https://openalex.org/W4402295385","https://openalex.org/W4403024469","https://openalex.org/W4406063144","https://openalex.org/W6600445788"],"related_works":["https://openalex.org/W7160431288","https://openalex.org/W7131894203","https://openalex.org/W4411640612","https://openalex.org/W7171676322","https://openalex.org/W7127052088","https://openalex.org/W7161835523","https://openalex.org/W7162139104","https://openalex.org/W7147593665","https://openalex.org/W7220412806","https://openalex.org/W4390539950"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4}],"updated_date":"2026-08-29T07:29:34.045763","created_date":"2025-04-26T00:00:00"}
