{"id":"https://openalex.org/W3125721189","doi":"https://doi.org/10.1016/j.suscom.2021.100514","title":"RBFNN versus GRNN modeling approach for sub-surface evaporation rate prediction in arid region","display_name":"RBFNN versus GRNN modeling approach for sub-surface evaporation rate prediction in arid region","publication_year":2021,"publication_date":"2021-01-23","ids":{"openalex":"https://openalex.org/W3125721189","doi":"https://doi.org/10.1016/j.suscom.2021.100514","mag":"3125721189"},"language":"en","primary_location":{"id":"doi:10.1016/j.suscom.2021.100514","doi":"https://doi.org/10.1016/j.suscom.2021.100514","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2021.100514","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Computing: Informatics and Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5059369931","display_name":"Ammar Hatem Kamel","orcid":"https://orcid.org/0000-0001-7746-1874","observed_orcids":["https://orcid.org/0000-0001-7746-1874"]},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Ammar Hatem Kamel","raw_affiliation_strings":["Dams & Water Resources Engineering College of Engineering, University of Anbar, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dams & Water Resources Engineering College of Engineering, University of Anbar, Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064242793","display_name":"Haitham Abdulmohsin Afan","orcid":"https://orcid.org/0000-0002-4957-756X","observed_orcids":["https://orcid.org/0000-0002-4957-756X"]},"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":"Haitham Abdulmohsin Afan","raw_affiliation_strings":["Institute of Research and Development, Duy Tan University, Da Nang, 550000, Viet Nam"],"raw_orcid":"https://orcid.org/0000-0002-4957-756X","affiliations":[{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Viet Nam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053370863","display_name":"Mohsen M. Sherif","orcid":"https://orcid.org/0000-0002-6368-8143","observed_orcids":["https://orcid.org/0000-0002-6368-8143"]},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Sherif","raw_affiliation_strings":["Civil and Environmental Eng. Dept., College of Engineering, United Arab Emirates University, Al Ain, P.O. Box 15551, United Arab Emirates","National Water and Energy Center, United Arab Emirates University, Al Ain, P.O. Box. 15551, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil and Environmental Eng. Dept., College of Engineering, United Arab Emirates University, Al Ain, P.O. Box 15551, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"National Water and Energy Center, United Arab Emirates University, Al Ain, P.O. Box. 15551, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010789167","display_name":"Ali Najah Ahmed","orcid":"https://orcid.org/0000-0002-5618-6663","observed_orcids":["https://orcid.org/0000-0002-5618-6663"]},"institutions":[{"id":"https://openalex.org/I79156528","display_name":"Universiti Tenaga Nasional","ror":"https://ror.org/03kxdn807","country_code":"MY","type":"education","lineage":["https://openalex.org/I79156528","https://openalex.org/I874769580"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ali Najah Ahmed","raw_affiliation_strings":["Institute of Energy Infrastructure (IEI), Universiti Tenaga Nasional, 43000, Selangor, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Energy Infrastructure (IEI), Universiti Tenaga Nasional, 43000, Selangor, Malaysia","institution_ids":["https://openalex.org/I79156528"]}]},{"author_position":"last","author":{"id":null,"display_name":"Ahmed El-Shafie","orcid":"https://orcid.org/0000-0002-5618-6663","observed_orcids":["https://orcid.org/0000-0002-5618-6663"]},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmed El-Shafie","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, Universiti Malaya, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-5618-6663","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, Universiti Malaya, Malaysia","institution_ids":["https://openalex.org/I33849332"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064242793"],"corresponding_institution_ids":["https://openalex.org/I170238339"],"apc_list":{"value":2150,"currency":"USD","value_usd":2150},"apc_paid":null,"fwci":2.3485,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.87581097,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"30","issue":null,"first_page":"100514","last_page":"100514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9976000189781189,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9976000189781189,"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/T11186","display_name":"Hydrology and Drought Analysis","score":0.0006000000284984708,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.0005000000237487257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/evaporation-rate-prediction","display_name":"evaporation rate prediction","score":0.9330000281333923},{"id":"https://openalex.org/keywords/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.8450000286102295},{"id":"https://openalex.org/keywords/generalized-regression-neural-network","display_name":"generalized regression neural network","score":0.9959999918937683},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9070000052452087},{"id":"https://openalex.org/keywords/arid-regions","display_name":"arid regions","score":0.7210000157356262},{"id":"https://openalex.org/keywords/subsurface-reservoirs","display_name":"subsurface reservoirs","score":0.7910000085830688},{"id":"https://openalex.org/keywords/soil-type","display_name":"soil type","score":0.593999981880188},{"id":"https://openalex.org/keywords/gravelly-soil","display_name":"gravelly soil","score":0.6269999742507935},{"id":"https://openalex.org/keywords/meteorological-variables","display_name":"meteorological parameters","score":0.7519999742507935},{"id":"https://openalex.org/keywords/water-depth","display_name":"water depth","score":0.6970000267028809},{"id":"https://openalex.org/keywords/reservoir-water-management","display_name":"reservoir water management","score":0.6959999799728394},{"id":"https://openalex.org/keywords/western-desert-of-iraq","display_name":"Western Desert of Iraq","score":0.800000011920929}],"concepts":[{"id":"https://openalex.org/C61441594","wikidata":"https://www.wikidata.org/wiki/Q132814","display_name":"Evaporation","level":2,"score":0.7804740071296692},{"id":"https://openalex.org/C150772632","wikidata":"https://www.wikidata.org/wiki/Q1330709","display_name":"Arid","level":2,"score":0.6591163873672485},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6503241062164307},{"id":"https://openalex.org/C151420433","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Humidity","level":2,"score":0.6154670715332031},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5508877038955688},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.48950445652008057},{"id":"https://openalex.org/C23430798","wikidata":"https://www.wikidata.org/wiki/Q2747664","display_name":"Pan evaporation","level":3,"score":0.4829677641391754},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4634399712085724},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4499271810054779},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.37581631541252136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33481478691101074},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3088192939758301},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2902210056781769},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.206800639629364},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.16834190487861633},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07125833630561829},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.suscom.2021.100514","doi":"https://doi.org/10.1016/j.suscom.2021.100514","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.suscom.2021.100514","pdf_url":null,"source":{"id":"https://openalex.org/S2764953436","display_name":"Sustainable Computing Informatics and Systems","issn_l":"2210-5379","issn":["2210-5379","2210-5387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainable Computing: Informatics and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1554663460","https://openalex.org/W1690562296","https://openalex.org/W1988984080","https://openalex.org/W1992614868","https://openalex.org/W2027713682","https://openalex.org/W2032906720","https://openalex.org/W2039738780","https://openalex.org/W2055541671","https://openalex.org/W2055750954","https://openalex.org/W2060271324","https://openalex.org/W2063961378","https://openalex.org/W2070905404","https://openalex.org/W2083362140","https://openalex.org/W2088986457","https://openalex.org/W2094447130","https://openalex.org/W2110137215","https://openalex.org/W2124776405","https://openalex.org/W2148808859","https://openalex.org/W2149723649","https://openalex.org/W2171277043","https://openalex.org/W2316478175","https://openalex.org/W2488922001","https://openalex.org/W2552968277","https://openalex.org/W2573054668","https://openalex.org/W2583926271","https://openalex.org/W2599293472","https://openalex.org/W2733298770","https://openalex.org/W2811266281","https://openalex.org/W2890687804","https://openalex.org/W2909151008","https://openalex.org/W2910507857","https://openalex.org/W2964253828","https://openalex.org/W2967948338","https://openalex.org/W2968760550","https://openalex.org/W2968910527","https://openalex.org/W2978560988","https://openalex.org/W2979390061","https://openalex.org/W2991306453","https://openalex.org/W3023317672","https://openalex.org/W6633075811"],"related_works":["https://openalex.org/W2479359491","https://openalex.org/W4394011271","https://openalex.org/W2001658527","https://openalex.org/W4311356529","https://openalex.org/W2123242198","https://openalex.org/W2951795444","https://openalex.org/W4366276899","https://openalex.org/W6981656366","https://openalex.org/W2891756744","https://openalex.org/W7118011447"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2021-02-01T00:00:00"}
