{"id":"https://openalex.org/W7225318153","doi":"https://doi.org/10.1016/j.agsy.2026.105013","title":"From prediction to implementation: A systems-oriented review of artificial intelligence for climate-resilient agricultural systems in tropical regions","display_name":"From prediction to implementation: A systems-oriented review of artificial intelligence for climate-resilient agricultural systems in tropical regions","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225318153","doi":"https://doi.org/10.1016/j.agsy.2026.105013"},"language":"en","primary_location":{"id":"doi:10.1016/j.agsy.2026.105013","doi":"https://doi.org/10.1016/j.agsy.2026.105013","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.agsy.2026.105013","pdf_url":null,"source":{"id":"https://openalex.org/S157560195","display_name":"Agricultural Systems","issn_l":"0308-521X","issn":["0308-521X","1873-2267"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"Agricultural Systems","raw_type":"journal-article"},"volume":null,"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/A5130936042","display_name":"Tao Anh Khoi","orcid":"https://orcid.org/0009-0008-7250-6920","observed_orcids":["https://orcid.org/0009-0008-7250-6920"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tao Anh Khoi","raw_affiliation_strings":["Bao Loc College of Economic Technology- Ministry of Agriculture and Environment, Viet Nam"],"raw_orcid":"https://orcid.org/0009-0008-7250-6920","affiliations":[{"raw_affiliation_string":"Bao Loc College of Economic Technology- Ministry of Agriculture and Environment, Viet Nam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5130936042"],"corresponding_institution_ids":[],"apc_list":{"value":4000,"currency":"USD","value_usd":4000},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.81241586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"240","issue":null,"first_page":"105013","last_page":"105013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.7304999828338623,"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"}},"topics":[{"id":"https://openalex.org/T10439","display_name":"Climate change impacts on agriculture","score":0.7304999828338623,"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"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.267300009727478,"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":0.000699999975040555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence-in-agriculture","display_name":"artificial intelligence in agriculture","score":0.9290000200271606},{"id":"https://openalex.org/keywords/climate-resilient-agriculture","display_name":"climate-resilient agriculture","score":0.9959999918937683},{"id":"https://openalex.org/keywords/tropical-agriculture","display_name":"tropical agriculture","score":0.8270000219345093},{"id":"https://openalex.org/keywords/artificial-intelligence-implementation","display_name":"AI implementation","score":0.6129999756813049},{"id":"https://openalex.org/keywords/crop-yield-prediction","display_name":"crop yield prediction","score":0.7820000052452087},{"id":"https://openalex.org/keywords/drought-monitoring","display_name":"drought monitoring","score":0.9860000014305115},{"id":"https://openalex.org/keywords/flood-risk-assessment","display_name":"flood risk assessment","score":0.9190000295639038},{"id":"https://openalex.org/keywords/irrigation-management","display_name":"irrigation management","score":0.9940000176429749},{"id":"https://openalex.org/keywords/climate-risk-prediction","display_name":"climate risk prediction","score":0.9380000233650208},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":0.7599999904632568},{"id":"https://openalex.org/keywords/institutional-integration","display_name":"institutional integration","score":0.8119999766349792},{"id":"https://openalex.org/keywords/agricultural-extension","display_name":"agricultural extension","score":0.8420000076293945},{"id":"https://openalex.org/keywords/e-governance","display_name":"digital governance","score":0.5410000085830688},{"id":"https://openalex.org/keywords/sociotechnical-systems","display_name":"socio-technical systems","score":0.7480000257492065},{"id":"https://openalex.org/keywords/food-security","display_name":"food security","score":0.5090000033378601}],"concepts":[{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5989999771118164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46160000562667847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3555000126361847},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3522999882698059},{"id":"https://openalex.org/C50660011","wikidata":"https://www.wikidata.org/wiki/Q42530","display_name":"Tropics","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2711000144481659},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.2703999876976013},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26989999413490295},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.2597000002861023},{"id":"https://openalex.org/C63651461","wikidata":"https://www.wikidata.org/wiki/Q13106250","display_name":"Tropical agriculture","level":2,"score":0.2354000061750412}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.agsy.2026.105013","doi":"https://doi.org/10.1016/j.agsy.2026.105013","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.agsy.2026.105013","pdf_url":null,"source":{"id":"https://openalex.org/S157560195","display_name":"Agricultural Systems","issn_l":"0308-521X","issn":["0308-521X","1873-2267"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","jufo-2","ki-jl-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"Agricultural Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.991100013256073},{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.9786999821662903},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.428600013256073}],"study_designs":[{"id":"https://openalex.org/study-designs/systematic-review","display_name":"Systematic Review"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2011607584","https://openalex.org/W2086710305","https://openalex.org/W2475266777","https://openalex.org/W2587466508","https://openalex.org/W2589012190","https://openalex.org/W2790979755","https://openalex.org/W2885770726","https://openalex.org/W2916974823","https://openalex.org/W2972059870","https://openalex.org/W2994898777","https://openalex.org/W2995631322","https://openalex.org/W3132191748","https://openalex.org/W4403843739"],"related_works":["https://openalex.org/W7213449717","https://openalex.org/W3114193994","https://openalex.org/W6922447071","https://openalex.org/W7125904790","https://openalex.org/W2588984192","https://openalex.org/W7080829009","https://openalex.org/W6922465985","https://openalex.org/W2986201144","https://openalex.org/W6929039636","https://openalex.org/W7104044206"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-11-06T00:00:00"}
