{"id":"https://openalex.org/W3139569360","doi":"https://doi.org/10.1109/access.2021.3071015","title":"Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region","display_name":"Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3139569360","doi":"https://doi.org/10.1109/access.2021.3071015","mag":"3139569360"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3071015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3071015","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09395118.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09395118.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001511958","display_name":"Neeraj Dhanraj Bokde","orcid":"https://orcid.org/0000-0002-3493-9302"},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Neeraj Dhanraj Bokde","raw_affiliation_strings":["Department of Mechanical and Production Engineering, Aarhus University, Aarhus, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-3493-9302","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Production Engineering, Aarhus University, Aarhus, Denmark","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083515355","display_name":"Zainab Hasan Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I78277041","display_name":"University of Diyala","ror":"https://ror.org/01eb5yv70","country_code":"IQ","type":"education","lineage":["https://openalex.org/I78277041"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Zainab Hasan Ali","raw_affiliation_strings":["Civil Engineering Department, College of Engineering, University of Diyala, Baquba, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-1916-8164","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, College of Engineering, University of Diyala, Baquba, Iraq","institution_ids":["https://openalex.org/I78277041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052159685","display_name":"Maysam Th. Al-Hadidi","orcid":"https://orcid.org/0000-0002-9922-5757"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Maysam Th. Al-Hadidi","raw_affiliation_strings":["Water Resources Engineering Department, University of Baghdad, Baghdad, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-9922-5757","affiliations":[{"raw_affiliation_string":"Water Resources Engineering Department, University of Baghdad, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047448010","display_name":"Aitazaz A. Farooque","orcid":"https://orcid.org/0000-0002-5353-6752"},"institutions":[{"id":"https://openalex.org/I22188714","display_name":"University of Prince Edward Island","ror":"https://ror.org/02xh9x144","country_code":"CA","type":"education","lineage":["https://openalex.org/I22188714"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Aitazaz Ahsan Farooque","raw_affiliation_strings":["Faculty of Sustainable Design Engineering, University of Prince Edward Island, Charlottetown, PE, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5353-6752","affiliations":[{"raw_affiliation_string":"Faculty of Sustainable Design Engineering, University of Prince Edward Island, Charlottetown, PE, Canada","institution_ids":["https://openalex.org/I22188714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001681203","display_name":"Mehdi Jamei","orcid":"https://orcid.org/0000-0003-0847-887X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mehdi Jamei","raw_affiliation_strings":["Faculty of Engineering, Shohadaye Hoveizeh University of Technology, Dasht-e Azadegan, Susangerd, Iran"],"raw_orcid":"https://orcid.org/0000-0003-0847-887X","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Shohadaye Hoveizeh University of Technology, Dasht-e Azadegan, Susangerd, Iran","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025838410","display_name":"Ali Al Maliki","orcid":"https://orcid.org/0000-0001-8880-5484"},"institutions":[{"id":"https://openalex.org/I4210128557","display_name":"Ministry of Higher Education and Scientific Research","ror":"https://ror.org/03m5ehy13","country_code":"IQ","type":"government","lineage":["https://openalex.org/I4210128557"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ali Abdulridha Al Maliki","raw_affiliation_strings":["Environment and Water Directorate, Ministry of Science and Technology, Baghdad, Iraq"],"raw_orcid":"https://orcid.org/0000-0001-8880-5484","affiliations":[{"raw_affiliation_string":"Environment and Water Directorate, Ministry of Science and Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I4210128557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039803732","display_name":"Beste Hamiye Beyazta\u015f","orcid":"https://orcid.org/0000-0002-6266-6487"},"institutions":[{"id":"https://openalex.org/I57913696","display_name":"Istanbul Medeniyet University","ror":"https://ror.org/05j1qpr59","country_code":"TR","type":"education","lineage":["https://openalex.org/I57913696"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Beste Hamiye Beyaztas","raw_affiliation_strings":["Department of Statistics, Istanbul Medeniyet University, Istanbul, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-6266-6487","affiliations":[{"raw_affiliation_string":"Department of Statistics, Istanbul Medeniyet University, Istanbul, Turkey","institution_ids":["https://openalex.org/I57913696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048560390","display_name":"Hossam Faris","orcid":"https://orcid.org/0000-0003-4261-8127"},"institutions":[{"id":"https://openalex.org/I100086675","display_name":"Al-Hussein Bin Talal University","ror":"https://ror.org/019dkd780","country_code":"JO","type":"education","lineage":["https://openalex.org/I100086675"]},{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Hossam Faris","raw_affiliation_strings":["King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","School of Computing and Informatics, Al Hussein Technical University, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0003-4261-8127","affiliations":[{"raw_affiliation_string":"King Abdullah II School for Information Technology, The University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I114972647"]},{"raw_affiliation_string":"School of Computing and Informatics, Al Hussein Technical University, Amman, Jordan","institution_ids":["https://openalex.org/I100086675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037953109","display_name":"Zaher Mundher Yaseen\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c\u202c","orcid":"https://orcid.org/0000-0003-3647-7137"},"institutions":[{"id":"https://openalex.org/I202735123","display_name":"Thi Qar University","ror":"https://ror.org/02ypa8k59","country_code":"IQ","type":"education","lineage":["https://openalex.org/I202735123"]},{"id":"https://openalex.org/I4387154453","display_name":"Al-Ayen Iraqi University","ror":"https://ror.org/02t6wt791","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4387154453"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Zaher Mundher Yaseen","raw_affiliation_strings":["New Era and Development in Civil Engineering Research Group, Scientific Research Center, Al-Ayen University, Thi-Qar, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-3647-7137","affiliations":[{"raw_affiliation_string":"New Era and Development in Civil Engineering Research Group, Scientific Research Center, Al-Ayen University, Thi-Qar, Iraq","institution_ids":["https://openalex.org/I202735123","https://openalex.org/I4387154453"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5001511958"],"corresponding_institution_ids":["https://openalex.org/I204337017"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2811,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.76396161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"53617","last_page":"53635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9955999851226807,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9955999851226807,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10572","display_name":"Geophysical and Geoelectrical Methods","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gypsum","display_name":"Gypsum","score":0.7740779519081116},{"id":"https://openalex.org/keywords/salt","display_name":"Salt (chemistry)","score":0.57729572057724},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4555181562900543},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3857831656932831},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3546602725982666},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2390243113040924},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.20261308550834656},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1709415316581726}],"concepts":[{"id":"https://openalex.org/C2779229104","wikidata":"https://www.wikidata.org/wiki/Q82658","display_name":"Gypsum","level":2,"score":0.7740779519081116},{"id":"https://openalex.org/C2776371256","wikidata":"https://www.wikidata.org/wiki/Q12370","display_name":"Salt (chemistry)","level":2,"score":0.57729572057724},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4555181562900543},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3857831656932831},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3546602725982666},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2390243113040924},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20261308550834656},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1709415316581726},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3071015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3071015","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09395118.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/be954c3c-ed2a-4b42-a12e-8fdff98f2902","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/be954c3c-ed2a-4b42-a12e-8fdff98f2902","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bokde, N, Hasan Ali, Z, Th. Al-Hadidi, M, Ahsan Farooque, A, Jamei, M, Abdulridha Al Maliki, A, Hamiye Beyaztas, B, Faris, H & Mundher Yaseen, Z 2021, 'Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region', IEEE Access, vol. 9, 9395118, pp. 53617 - 53635. https://doi.org/10.1109/ACCESS.2021.3071015","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:a5e24a91168745989f03ebd263c9d3b6","is_oa":true,"landing_page_url":"https://doaj.org/article/a5e24a91168745989f03ebd263c9d3b6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 53617-53635 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3071015","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3071015","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09395118.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3139569360.pdf","grobid_xml":"https://content.openalex.org/works/W3139569360.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W5685642","https://openalex.org/W72017157","https://openalex.org/W273955616","https://openalex.org/W1514907742","https://openalex.org/W1554944419","https://openalex.org/W1558918611","https://openalex.org/W1964357740","https://openalex.org/W1964503221","https://openalex.org/W1969079992","https://openalex.org/W1973273412","https://openalex.org/W1975079071","https://openalex.org/W1977428701","https://openalex.org/W1981420979","https://openalex.org/W1995937021","https://openalex.org/W1998053851","https://openalex.org/W2020895775","https://openalex.org/W2027368520","https://openalex.org/W2052903566","https://openalex.org/W2076196252","https://openalex.org/W2076563147","https://openalex.org/W2083981672","https://openalex.org/W2087347434","https://openalex.org/W2089097786","https://openalex.org/W2089777064","https://openalex.org/W2090785325","https://openalex.org/W2097314809","https://openalex.org/W2123737232","https://openalex.org/W2129961764","https://openalex.org/W2156909104","https://openalex.org/W2158551840","https://openalex.org/W2161548576","https://openalex.org/W2168020168","https://openalex.org/W2168537889","https://openalex.org/W2171033594","https://openalex.org/W2399675776","https://openalex.org/W2518643351","https://openalex.org/W2598382903","https://openalex.org/W2616382692","https://openalex.org/W2779622934","https://openalex.org/W2888342334","https://openalex.org/W2890179699","https://openalex.org/W2896029770","https://openalex.org/W2907523995","https://openalex.org/W2908031888","https://openalex.org/W2910835070","https://openalex.org/W2911679750","https://openalex.org/W2911964244","https://openalex.org/W2921258475","https://openalex.org/W2923053165","https://openalex.org/W2931266020","https://openalex.org/W2953334302","https://openalex.org/W2982428137","https://openalex.org/W2989596440","https://openalex.org/W2994665917","https://openalex.org/W2998780449","https://openalex.org/W3000370040","https://openalex.org/W3012868438","https://openalex.org/W3014086341","https://openalex.org/W4237433661","https://openalex.org/W6600226515","https://openalex.org/W6610017368","https://openalex.org/W6633604892","https://openalex.org/W6678557583","https://openalex.org/W6757901851","https://openalex.org/W6775357838","https://openalex.org/W6775847570"],"related_works":["https://openalex.org/W3006540667","https://openalex.org/W2355591390","https://openalex.org/W2022199452","https://openalex.org/W4238028352","https://openalex.org/W2379725571","https://openalex.org/W3162753184","https://openalex.org/W2039816958","https://openalex.org/W2969768078","https://openalex.org/W2793172274","https://openalex.org/W2588972388"],"abstract_inverted_index":{"Quantification":[0],"of":[1,8,15,24,78,141,168,186,193],"the":[2,9,13,19,66,76,79,103,123,128,139,154,161,165,184,187,191,205],"soil":[3,16,59,81,125,146,150,194,206],"physicochemical":[4,58],"properties":[5,60,126],"is":[6],"one":[7],"essential":[10,124],"process":[11],"in":[12,54],"field":[14],"geo-science.":[17],"In":[18,158],"current":[20],"research,":[21],"three":[22],"types":[23,77,140],"machine":[25,32],"learning":[26],"(ML)":[27],"models":[28,88,189],"including":[29,144],"support":[30],"vector":[31],"(SVM),":[33],"random":[34],"forest":[35],"(RF),":[36],"and":[37,91,98,118,149,176,199],"gradient":[38],"boosted":[39],"decision":[40],"tree":[41],"(GBDT)":[42],"were":[43,61,89,122],"developed":[44],"for":[45,65,127,190],"Total":[46],"Dissolved":[47],"Salt":[48],"(TDS)":[49],"prediction":[50,133,156,195],"over":[51],"several":[52,95],"locations":[53],"Iraq":[55],"region.":[56],"Various":[57],"used":[62],"as":[63],"predictors":[64],"TDS":[67,129,192],"prediction.":[68],"Four":[69],"modeling":[70],"scenarios":[71],"are":[72],"constructed":[73],"based":[74,93],"on":[75,94,102],"associated":[80],"input":[82,142],"variables":[83,143],"properties.":[84],"The":[85,132],"applied":[86],"ML":[87,188],"analyzed":[90],"discussed":[92],"statistical":[96],"measures":[97],"graphical":[99],"presentations.":[100],"Based":[101],"correlation":[104],"analysis;":[105],"Gypsum":[106],"concentration,":[107],"Sulfur":[108],"trioxide":[109],"(":[110,170],"SO":[111],"<sub":[112],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[113,173],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3</sub>":[114],"),":[115],"Chloride":[116],"(Cl),":[117],"organic":[119],"matter":[120],"(OR)":[121],"concentration":[130],"influence.":[131],"results":[134],"indicated":[135],"that":[136,202],"incorporating":[137],"all":[138],"chemical,":[145],"consistency":[147],"limits,":[148],"sieve":[151],"analysis":[152],"attained":[153,164],"best":[155],"process.":[157],"quantitative":[159],"terms,":[160],"SVM":[162],"model":[163],"maximum":[166],"coefficient":[167],"determination":[169],"R":[171],"<sup":[172],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[174],"=0.849)":[175],"minimum":[177],"root":[178],"mean":[179],"square":[180],"error":[181],"(RMSE=3.882).":[182],"Overall,":[183],"development":[185],"provided":[196],"a":[197],"robust":[198],"reliable":[200],"methodology":[201],"contributes":[203],"to":[204],"geoscience":[207],"field.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
