{"id":"https://openalex.org/W4406428772","doi":"https://doi.org/10.1007/s12145-024-01674-z","title":"A backtracking search-based extreme gradient boosting algorithm for soil moisture prediction using meteorological variables","display_name":"A backtracking search-based extreme gradient boosting algorithm for soil moisture prediction using meteorological variables","publication_year":2025,"publication_date":"2025-01-16","ids":{"openalex":"https://openalex.org/W4406428772","doi":"https://doi.org/10.1007/s12145-024-01674-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01674-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01674-z","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","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/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":true,"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":"middle","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":false,"raw_author_name":"Somayeh Emami","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103208207","display_name":"Vahid Rezaverdinejad","orcid":"https://orcid.org/0000-0002-7688-694X"},"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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017384904"],"corresponding_institution_ids":["https://openalex.org/I1300409581"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":3.48,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.91424082,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"18","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":1.0,"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":1.0,"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/T10535","display_name":"Landslides and related hazards","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"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/backtracking","display_name":"Backtracking","score":0.834593653678894},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.6860562562942505},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.51871258020401},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4763650894165039},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.47300344705581665},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3576922118663788},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.35583174228668213},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3233826160430908},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.291032612323761},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2183821201324463},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.16985949873924255}],"concepts":[{"id":"https://openalex.org/C156884757","wikidata":"https://www.wikidata.org/wiki/Q798554","display_name":"Backtracking","level":2,"score":0.834593653678894},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6860562562942505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.51871258020401},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4763650894165039},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.47300344705581665},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3576922118663788},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.35583174228668213},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3233826160430908},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.291032612323761},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2183821201324463},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.16985949873924255},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01674-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01674-z","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3603446641","display_name":null,"funder_award_id":"140231","funder_id":"https://openalex.org/F4320329491","funder_display_name":"University of Bonab"}],"funders":[{"id":"https://openalex.org/F4320329491","display_name":"University of Bonab","ror":"https://ror.org/01app8660"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1991287071","https://openalex.org/W2005899006","https://openalex.org/W2018856187","https://openalex.org/W2021388112","https://openalex.org/W2028979033","https://openalex.org/W2052107582","https://openalex.org/W2064854781","https://openalex.org/W2076196252","https://openalex.org/W2108972506","https://openalex.org/W2155076110","https://openalex.org/W2295598076","https://openalex.org/W2566406820","https://openalex.org/W2741160651","https://openalex.org/W2788586250","https://openalex.org/W2790829139","https://openalex.org/W2807694716","https://openalex.org/W2893623780","https://openalex.org/W2899505594","https://openalex.org/W2905043775","https://openalex.org/W2917765645","https://openalex.org/W2945592402","https://openalex.org/W2982399298","https://openalex.org/W2992680948","https://openalex.org/W3000295734","https://openalex.org/W3026483341","https://openalex.org/W3080712578","https://openalex.org/W3103753913","https://openalex.org/W3119811067","https://openalex.org/W3136885625","https://openalex.org/W3200393216","https://openalex.org/W3202956203","https://openalex.org/W3214886708","https://openalex.org/W4223559467","https://openalex.org/W4225786174","https://openalex.org/W4289172908","https://openalex.org/W4293801242","https://openalex.org/W4306936857","https://openalex.org/W4313244493","https://openalex.org/W4319336254","https://openalex.org/W4362585219","https://openalex.org/W4366829415","https://openalex.org/W4379535431","https://openalex.org/W4380683369","https://openalex.org/W4386420714","https://openalex.org/W4386934455","https://openalex.org/W4390607368","https://openalex.org/W4390863482","https://openalex.org/W4391953768","https://openalex.org/W4395466893","https://openalex.org/W4396518508","https://openalex.org/W4399331890","https://openalex.org/W4401755614","https://openalex.org/W4402535338","https://openalex.org/W4402546587","https://openalex.org/W4403793649"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W4310224730","https://openalex.org/W2766514146","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W3094138326"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
