{"id":"https://openalex.org/W4413286882","doi":"https://doi.org/10.1007/s13198-025-02919-w","title":"Predictive analysis of soil fertility using supervised machine learning techniques for enhanced agricultural productivity","display_name":"Predictive analysis of soil fertility using supervised machine learning techniques for enhanced agricultural productivity","publication_year":2025,"publication_date":"2025-08-18","ids":{"openalex":"https://openalex.org/W4413286882","doi":"https://doi.org/10.1007/s13198-025-02919-w"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-025-02919-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-025-02919-w","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"International Journal of System Assurance Engineering and Management","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/A5026652437","display_name":"Rahul Bhandari","orcid":"https://orcid.org/0000-0001-9764-0466"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Bhandari","raw_affiliation_strings":["Computer Science and Engineering Department, Chandigarh University, Mohali, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Chandigarh University, Mohali, Punjab, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061246696","display_name":"Purushottam Sharma","orcid":"https://orcid.org/0000-0002-8037-7152"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Purushottam Sharma","raw_affiliation_strings":["School of Computer Science & Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0002-8037-7152","affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Galgotias University, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012432716","display_name":"Sanjay Singla","orcid":"https://orcid.org/0000-0003-4047-6890"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Singla","raw_affiliation_strings":["Computer Science and Engineering Department, Chandigarh University, Mohali, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Chandigarh University, Mohali, Punjab, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048134249","display_name":"Sandeep Singh Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Kang","raw_affiliation_strings":["Computer Science and Engineering Department, Chandigarh University, Mohali, Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Chandigarh University, Mohali, Punjab, India","institution_ids":["https://openalex.org/I101407740"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061246696"],"corresponding_institution_ids":["https://openalex.org/I155125381"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.0802,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91593153,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"17","issue":"1","first_page":"73","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9763000011444092,"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":0.9763000011444092,"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/T12310","display_name":"Crop Yield and Soil Fertility","score":0.9496999979019165,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9312000274658203,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/productivity","display_name":"Productivity","score":0.6595818400382996},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.6229833960533142},{"id":"https://openalex.org/keywords/agricultural-engineering","display_name":"Agricultural engineering","score":0.539574146270752},{"id":"https://openalex.org/keywords/soil-fertility","display_name":"Soil fertility","score":0.5121603012084961},{"id":"https://openalex.org/keywords/fertility","display_name":"Fertility","score":0.4746459126472473},{"id":"https://openalex.org/keywords/agricultural-productivity","display_name":"Agricultural productivity","score":0.4458007216453552},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3931379020214081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37811705470085144},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36269450187683105},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35969069600105286},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29581981897354126},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19686707854270935},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.19269388914108276},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16981109976768494},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.11990556120872498},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.0947243869304657},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.08646440505981445},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.07566875219345093},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.054766833782196045},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.051393359899520874}],"concepts":[{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6595818400382996},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.6229833960533142},{"id":"https://openalex.org/C88463610","wikidata":"https://www.wikidata.org/wiki/Q194118","display_name":"Agricultural engineering","level":1,"score":0.539574146270752},{"id":"https://openalex.org/C38774213","wikidata":"https://www.wikidata.org/wiki/Q202080","display_name":"Soil fertility","level":3,"score":0.5121603012084961},{"id":"https://openalex.org/C518429986","wikidata":"https://www.wikidata.org/wiki/Q964401","display_name":"Fertility","level":3,"score":0.4746459126472473},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.4458007216453552},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3931379020214081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37811705470085144},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36269450187683105},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35969069600105286},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29581981897354126},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19686707854270935},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.19269388914108276},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16981109976768494},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.11990556120872498},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0947243869304657},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.08646440505981445},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.07566875219345093},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.054766833782196045},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.051393359899520874}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13198-025-02919-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-025-02919-w","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W561088580","https://openalex.org/W1788690991","https://openalex.org/W2518435759","https://openalex.org/W2550552207","https://openalex.org/W2889556559","https://openalex.org/W2922275029","https://openalex.org/W2964144008","https://openalex.org/W2970898074","https://openalex.org/W2973195433","https://openalex.org/W3004538792","https://openalex.org/W4293104069","https://openalex.org/W4303834025","https://openalex.org/W4312883060","https://openalex.org/W4319083672","https://openalex.org/W4386389579","https://openalex.org/W4391341263","https://openalex.org/W4392151673"],"related_works":["https://openalex.org/W171449962","https://openalex.org/W2366438013","https://openalex.org/W2374944874","https://openalex.org/W3123300091","https://openalex.org/W3124599363","https://openalex.org/W2216378219","https://openalex.org/W3148299113","https://openalex.org/W2519478292","https://openalex.org/W2497266953","https://openalex.org/W2391874503"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-02-03T23:48:18.283914","created_date":"2025-10-10T00:00:00"}
