{"id":"https://openalex.org/W3091336037","doi":"https://doi.org/10.1007/s10462-020-09915-5","title":"Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model","display_name":"Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model","publication_year":2020,"publication_date":"2020-09-29","ids":{"openalex":"https://openalex.org/W3091336037","doi":"https://doi.org/10.1007/s10462-020-09915-5","mag":"3091336037"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-020-09915-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-020-09915-5","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","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/A5071517100","display_name":"Meysam Alizamir","orcid":"https://orcid.org/0000-0003-1047-1917"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Meysam Alizamir","raw_affiliation_strings":["Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","The Faculty of Civil Engineering, Duy Tan University, Da Nang, 550000, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"The Faculty of Civil Engineering, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327702","display_name":"Sungwon Kim","orcid":"https://orcid.org/0000-0002-9371-8884"},"institutions":[{"id":"https://openalex.org/I201873833","display_name":"Dongyang University","ror":"https://ror.org/05v1ekw79","country_code":"KR","type":"education","lineage":["https://openalex.org/I201873833"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungwon Kim","raw_affiliation_strings":["Department of Railroad Construction and Safety Engineering, Dongyang University, Yeongju, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Railroad Construction and Safety Engineering, Dongyang University, Yeongju, Republic of Korea","institution_ids":["https://openalex.org/I201873833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043935498","display_name":"Mohammad Zounemat\u2010Kermani","orcid":"https://orcid.org/0000-0002-1421-8671"},"institutions":[{"id":"https://openalex.org/I115566878","display_name":"Shahid Bahonar University of Kerman","ror":"https://ror.org/04zn42r77","country_code":"IR","type":"education","lineage":["https://openalex.org/I115566878"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Zounemat-Kermani","raw_affiliation_strings":["Department of Water Engineering, Shahid Bahonar University of Kerman, Kerman, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, Shahid Bahonar University of Kerman, Kerman, Iran","institution_ids":["https://openalex.org/I115566878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001907851","display_name":"Salim Heddam","orcid":"https://orcid.org/0000-0002-8055-8463"},"institutions":[{"id":"https://openalex.org/I98962006","display_name":"University of Skikda","ror":"https://ror.org/02571vj15","country_code":"DZ","type":"education","lineage":["https://openalex.org/I98962006"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Salim Heddam","raw_affiliation_strings":["Agronomy Department, Hydraulics Division, Faculty of Science, Laboratory of Research in Biodiversity Interaction Ecosystem and Biotechnology, University 20 Ao\u00fbt 1955, Route El Hadaik, BP 26, Skikda, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agronomy Department, Hydraulics Division, Faculty of Science, Laboratory of Research in Biodiversity Interaction Ecosystem and Biotechnology, University 20 Ao\u00fbt 1955, Route El Hadaik, BP 26, Skikda, Algeria","institution_ids":["https://openalex.org/I98962006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031595789","display_name":"Amin Hasanalipour Shahrabadi","orcid":null},"institutions":[{"id":"https://openalex.org/I180634299","display_name":"University of Sistan and Baluchestan","ror":"https://ror.org/02n43xw86","country_code":"IR","type":"education","lineage":["https://openalex.org/I180634299"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amin Hasanalipour Shahrabadi","raw_affiliation_strings":["Department of Civil Engineering, University of Sistan and Baluchestan, Zahedan, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Sistan and Baluchestan, Zahedan, Iran","institution_ids":["https://openalex.org/I180634299"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013280761","display_name":"Bahram Gharabaghi","orcid":"https://orcid.org/0000-0003-0454-2811"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bahram Gharabaghi","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, ON, N1G 2W1, Canada"],"raw_orcid":"https://orcid.org/0000-0003-0454-2811","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, ON, N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071517100"],"corresponding_institution_ids":["https://openalex.org/I170238339"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":3.5332,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.9410712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"54","issue":"4","first_page":"2863","last_page":"2890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9995999932289124,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.986299991607666,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/evapotranspiration","display_name":"Evapotranspiration","score":0.6722728610038757},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5797394514083862},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5402092933654785},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4846356511116028},{"id":"https://openalex.org/keywords/echo-state-network","display_name":"Echo state network","score":0.48306089639663696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40189045667648315},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34271547198295593},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3259478509426117},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.32045525312423706},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.1519254446029663},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13814035058021545},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11393976211547852},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11035233736038208}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.6722728610038757},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5797394514083862},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5402092933654785},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4846356511116028},{"id":"https://openalex.org/C172025690","wikidata":"https://www.wikidata.org/wiki/Q5332763","display_name":"Echo state network","level":4,"score":0.48306089639663696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40189045667648315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34271547198295593},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3259478509426117},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.32045525312423706},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.1519254446029663},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13814035058021545},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11393976211547852},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11035233736038208},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-020-09915-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-020-09915-5","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":"Artificial Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1572978214","https://openalex.org/W1884381149","https://openalex.org/W1964783346","https://openalex.org/W1964874284","https://openalex.org/W1983945090","https://openalex.org/W1986462264","https://openalex.org/W2049275357","https://openalex.org/W2063512127","https://openalex.org/W2074708224","https://openalex.org/W2082548142","https://openalex.org/W2108121251","https://openalex.org/W2162908554","https://openalex.org/W2171865010","https://openalex.org/W2291534902","https://openalex.org/W2339447311","https://openalex.org/W2346419773","https://openalex.org/W2467167412","https://openalex.org/W2517820599","https://openalex.org/W2549449321","https://openalex.org/W2568438559","https://openalex.org/W2587579504","https://openalex.org/W2609607268","https://openalex.org/W2617868146","https://openalex.org/W2738937980","https://openalex.org/W2739139861","https://openalex.org/W2751773190","https://openalex.org/W2768193668","https://openalex.org/W2788586250","https://openalex.org/W2789318709","https://openalex.org/W2799757121","https://openalex.org/W2803724736","https://openalex.org/W2805995599","https://openalex.org/W2808149924","https://openalex.org/W2809928955","https://openalex.org/W2884551380","https://openalex.org/W2888611374","https://openalex.org/W2889526258","https://openalex.org/W2895909865","https://openalex.org/W2897647030","https://openalex.org/W2899767037","https://openalex.org/W2902947938","https://openalex.org/W2904794441","https://openalex.org/W2909567700","https://openalex.org/W2910096450","https://openalex.org/W2910359936","https://openalex.org/W2911964244","https://openalex.org/W2912645944","https://openalex.org/W2913604410","https://openalex.org/W2936191106","https://openalex.org/W2941966292","https://openalex.org/W2954670302","https://openalex.org/W2977041460","https://openalex.org/W2990679995","https://openalex.org/W2991000712","https://openalex.org/W2999027251","https://openalex.org/W3008593201","https://openalex.org/W3008953371","https://openalex.org/W3016043885","https://openalex.org/W3017300133","https://openalex.org/W3025171539","https://openalex.org/W3030428089","https://openalex.org/W3033661296","https://openalex.org/W3036869571","https://openalex.org/W3038239299","https://openalex.org/W3040007109","https://openalex.org/W3044013246","https://openalex.org/W3044060812","https://openalex.org/W4256060553","https://openalex.org/W6600341180"],"related_works":["https://openalex.org/W2102874016","https://openalex.org/W2352756686","https://openalex.org/W2354103845","https://openalex.org/W3689139","https://openalex.org/W2030038391","https://openalex.org/W2043190763","https://openalex.org/W2080467217","https://openalex.org/W2329093186","https://openalex.org/W2240811799","https://openalex.org/W308010854"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
