{"id":"https://openalex.org/W4414713698","doi":"https://doi.org/10.1007/978-981-96-6046-9_18","title":"Advancements in Intelligent Hydroponics Systems: A Comprehensive Review","display_name":"Advancements in Intelligent Hydroponics Systems: A Comprehensive Review","publication_year":2025,"publication_date":"2025-10-01","ids":{"openalex":"https://openalex.org/W4414713698","doi":"https://doi.org/10.1007/978-981-96-6046-9_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-6046-9_18","doi":"https://doi.org/10.1007/978-981-96-6046-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-6046-9_18","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4414707654","display_name":"Data Mining and Information Security"},"type":"conference-paper","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":null,"display_name":"K. P. Mayuri","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"K. P. Mayuri","raw_affiliation_strings":["Department of AI&ML, BMS Institute of Technology & Management, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of AI&ML, BMS Institute of Technology & Management, Bengaluru, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041339082","display_name":"Sheela Kathavate","orcid":"https://orcid.org/0000-0003-1499-1135","observed_orcids":["https://orcid.org/0000-0003-1499-1135"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheela Kathavate","raw_affiliation_strings":["Department of ISE, BMS Institute of Technology & Management, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ISE, BMS Institute of Technology & Management, Bengaluru, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23225806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13391","display_name":"Innovations in Aquaponics and Hydroponics Systems","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic 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/T13391","display_name":"Innovations in Aquaponics and Hydroponics Systems","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/1104","display_name":"Aquatic 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":0.006000000052154064,"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/T12754","display_name":"Plant Growth and Agriculture Techniques","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1111","display_name":"Soil 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/hydroponic-system","display_name":"hydroponic system","score":0.8059999942779541},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.925000011920929},{"id":"https://openalex.org/keywords/wireless-sensor-networks","display_name":"wireless sensor networks","score":1.0},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9380000233650208},{"id":"https://openalex.org/keywords/crop-monitoring","display_name":"crop monitoring","score":0.8349999785423279},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"precision agriculture","score":0.7020000219345093},{"id":"https://openalex.org/keywords/controlled-environment-agriculture","display_name":"controlled environment agriculture","score":0.7099999785423279},{"id":"https://openalex.org/keywords/resource-optimization","display_name":"resource optimization","score":0.6230000257492065},{"id":"https://openalex.org/keywords/food-security","display_name":"food security","score":0.8840000033378601},{"id":"https://openalex.org/keywords/sustainable-agriculture","display_name":"sustainable agriculture","score":0.4950000047683716},{"id":"https://openalex.org/keywords/system-architecture","display_name":"system architecture","score":0.6309999823570251},{"id":"https://openalex.org/keywords/data-management","display_name":"data management","score":0.7149999737739563}],"concepts":[{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.474700003862381},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4726000130176544},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.45649999380111694},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4449000060558319},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4277999997138977},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4235000014305115},{"id":"https://openalex.org/C27548731","wikidata":"https://www.wikidata.org/wiki/Q88272","display_name":"Investment (military)","level":3,"score":0.3935000002384186},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3889000117778778},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.36039999127388},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.35440000891685486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34860000014305115},{"id":"https://openalex.org/C176563091","wikidata":"https://www.wikidata.org/wiki/Q669238","display_name":"Intelligent sensor","level":3,"score":0.3303000032901764},{"id":"https://openalex.org/C552594755","wikidata":"https://www.wikidata.org/wiki/Q191667","display_name":"Hydroponics","level":2,"score":0.32839998602867126},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.32829999923706055},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.32760000228881836},{"id":"https://openalex.org/C88199923","wikidata":"https://www.wikidata.org/wiki/Q627371","display_name":"Food processing","level":2,"score":0.32690000534057617},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.3246999979019165},{"id":"https://openalex.org/C543383583","wikidata":"https://www.wikidata.org/wiki/Q11188","display_name":"World population","level":3,"score":0.3163999915122986},{"id":"https://openalex.org/C2989409935","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Crop production","level":3,"score":0.3001999855041504},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2818000018596649},{"id":"https://openalex.org/C549605437","wikidata":"https://www.wikidata.org/wiki/Q1229911","display_name":"Food security","level":3,"score":0.2702000141143799},{"id":"https://openalex.org/C2777958785","wikidata":"https://www.wikidata.org/wiki/Q17120940","display_name":"Resource efficiency","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C47136581","wikidata":"https://www.wikidata.org/wiki/Q16000047","display_name":"Agricultural machinery","level":3,"score":0.2558000087738037},{"id":"https://openalex.org/C82327864","wikidata":"https://www.wikidata.org/wiki/Q835100","display_name":"Intelligent control","level":2,"score":0.25519999861717224},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-6046-9_18","doi":"https://doi.org/10.1007/978-981-96-6046-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-6046-9_18","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.944599986076355,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"},{"score":0.4943999946117401,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2342412117","https://openalex.org/W2604504584","https://openalex.org/W2776572436","https://openalex.org/W2786087490","https://openalex.org/W2803476004","https://openalex.org/W2885933283","https://openalex.org/W2886555888","https://openalex.org/W2912676626","https://openalex.org/W2914064754","https://openalex.org/W2916060083","https://openalex.org/W2977626652","https://openalex.org/W3034274596","https://openalex.org/W4211189391"],"related_works":["https://openalex.org/W7201974392","https://openalex.org/W4387445004","https://openalex.org/W7114919572","https://openalex.org/W4415061429","https://openalex.org/W7150852504","https://openalex.org/W7127083087","https://openalex.org/W4406094812","https://openalex.org/W4399515354","https://openalex.org/W3009794868","https://openalex.org/W6968129764"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2025-10-10T00:00:00"}