{"id":"https://openalex.org/W4386934455","doi":"https://doi.org/10.1007/s00500-023-09208-3","title":"Data mining predictive algorithms for estimating soil water content","display_name":"Data mining predictive algorithms for estimating soil water content","publication_year":2023,"publication_date":"2023-09-21","ids":{"openalex":"https://openalex.org/W4386934455","doi":"https://doi.org/10.1007/s00500-023-09208-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-023-09208-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-023-09208-3","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5039658757","display_name":"Somayeh Emami","orcid":"https://orcid.org/0000-0001-8034-4652"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Somayeh Emami","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":"https://orcid.org/0000-0001-8034-4652","affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079690681","display_name":"Vahid Rezaverdinejad","orcid":"https://orcid.org/0000-0002-1350-3227"},"institutions":[{"id":"https://openalex.org/I38476204","display_name":"Urmia University","ror":"https://ror.org/032fk0x53","country_code":"IR","type":"education","lineage":["https://openalex.org/I38476204"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Rezaverdinejad","raw_affiliation_strings":["Department of Water Engineering, Urmia University, Urmia, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, Urmia University, Urmia, Iran","institution_ids":["https://openalex.org/I38476204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025175721","display_name":"Hossein Dehghanisanij","orcid":"https://orcid.org/0000-0002-5617-9375"},"institutions":[{"id":"https://openalex.org/I4210141426","display_name":"Agricultural Research & Education Organization","ror":"https://ror.org/032hv6w38","country_code":"IR","type":"nonprofit","lineage":["https://openalex.org/I4210141426"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hossein Dehghanisanij","raw_affiliation_strings":["Agricultural Research, Education and Extension Organization, Agricultural Engineering Research Institute, P. O. Box 31585-845, Karaj, Alborz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Research, Education and Extension Organization, Agricultural Engineering Research Institute, P. O. Box 31585-845, Karaj, Alborz, Iran","institution_ids":["https://openalex.org/I4210141426"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017384904","display_name":"Hojjat Emami","orcid":"https://orcid.org/0000-0002-5280-4620"},"institutions":[{"id":"https://openalex.org/I1300409581","display_name":"University of Bonab","ror":"https://ror.org/01app8660","country_code":"IR","type":"education","lineage":["https://openalex.org/I1300409581"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hojjat Emami","raw_affiliation_strings":["Department of Computer Engineering, University of Bonab, Bonab, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Bonab, Bonab, Iran","institution_ids":["https://openalex.org/I1300409581"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059823880","display_name":"Ahmed Elbeltagi","orcid":"https://orcid.org/0000-0002-5506-9502"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Elbeltagi","raw_affiliation_strings":["Agricultural Engineering Department, Mansoura University, Mansoura, 35516, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agricultural Engineering Department, Mansoura University, Mansoura, 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039658757"],"corresponding_institution_ids":["https://openalex.org/I41832843"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.6954,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.82355741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"28","issue":"6","first_page":"4915","last_page":"4931"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10716","display_name":"Soil and Unsaturated Flow","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/mean-squared-error","display_name":"Mean squared error","score":0.787218451499939},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6024967432022095},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5471476912498474},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5351166725158691},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5264278650283813},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.4851294457912445},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4736974239349365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4634757936000824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46321186423301697},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4520150125026703},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.44073063135147095},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.4334127604961395},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.42574185132980347},{"id":"https://openalex.org/keywords/pearson-product-moment-correlation-coefficient","display_name":"Pearson product-moment correlation coefficient","score":0.4224367141723633},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.41487038135528564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36062780022621155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3475150763988495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24722597002983093}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.787218451499939},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6024967432022095},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5471476912498474},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5351166725158691},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5264278650283813},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.4851294457912445},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4736974239349365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4634757936000824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46321186423301697},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4520150125026703},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.44073063135147095},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.4334127604961395},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.42574185132980347},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.4224367141723633},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.41487038135528564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36062780022621155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3475150763988495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24722597002983093},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-023-09208-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-023-09208-3","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W791570590","https://openalex.org/W1928352230","https://openalex.org/W2016286908","https://openalex.org/W2021765748","https://openalex.org/W2024903254","https://openalex.org/W2046612965","https://openalex.org/W2058820534","https://openalex.org/W2070905404","https://openalex.org/W2080636553","https://openalex.org/W2090683582","https://openalex.org/W2111575929","https://openalex.org/W2143390819","https://openalex.org/W2336822747","https://openalex.org/W2398936495","https://openalex.org/W2554960095","https://openalex.org/W2599868771","https://openalex.org/W2610495018","https://openalex.org/W2748862792","https://openalex.org/W2889577561","https://openalex.org/W2893623780","https://openalex.org/W2893720381","https://openalex.org/W2907258708","https://openalex.org/W2917765645","https://openalex.org/W2945592402","https://openalex.org/W2951665943","https://openalex.org/W2969378185","https://openalex.org/W2982399298","https://openalex.org/W3012299384","https://openalex.org/W3023612622","https://openalex.org/W3026483341","https://openalex.org/W3083502164","https://openalex.org/W3103753913","https://openalex.org/W3111808594","https://openalex.org/W3120418638","https://openalex.org/W3136885625","https://openalex.org/W3182296450","https://openalex.org/W3213952260","https://openalex.org/W3214886708","https://openalex.org/W4212768743","https://openalex.org/W4224485562","https://openalex.org/W4229016253","https://openalex.org/W4241778133","https://openalex.org/W4290714796","https://openalex.org/W4313244493","https://openalex.org/W4313357210","https://openalex.org/W4317104594","https://openalex.org/W4317625891","https://openalex.org/W4322007447"],"related_works":["https://openalex.org/W2373300491","https://openalex.org/W1212596013","https://openalex.org/W2378744544","https://openalex.org/W2594301978","https://openalex.org/W2379704676","https://openalex.org/W4206442282","https://openalex.org/W2384505857","https://openalex.org/W2355171581","https://openalex.org/W4360615906","https://openalex.org/W2659933339"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}