{"id":"https://openalex.org/W4290048169","doi":"https://doi.org/10.1007/s12145-022-00846-z","title":"Evaluating different machine learning algorithms for snow water equivalent prediction","display_name":"Evaluating different machine learning algorithms for snow water equivalent prediction","publication_year":2022,"publication_date":"2022-08-06","ids":{"openalex":"https://openalex.org/W4290048169","doi":"https://doi.org/10.1007/s12145-022-00846-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-022-00846-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00846-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/A5083964285","display_name":"Mehdi Vafakhah","orcid":"https://orcid.org/0000-0002-8113-9113"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mehdi Vafakhah","raw_affiliation_strings":["Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015087830","display_name":"Ali Nasiri Khiavi","orcid":"https://orcid.org/0000-0002-4070-7735"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ali Nasiri Khiavi","raw_affiliation_strings":["Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005775373","display_name":"Saeid Janizadeh","orcid":"https://orcid.org/0000-0002-6314-6838"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Saeid Janizadeh","raw_affiliation_strings":["Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034115799","display_name":"Hojatolah Ganjkhanlo","orcid":null},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hojatolah Ganjkhanlo","raw_affiliation_strings":["Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Watershed Management Engineering, Faculty of Natural Resources and Marine Sciences, Tarbiat Modares University, Noor, 46414-356, Iran","institution_ids":["https://openalex.org/I1516879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083964285"],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":4.3409,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95312717,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"15","issue":"4","first_page":"2431","last_page":"2445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.7423715591430664},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6538686752319336},{"id":"https://openalex.org/keywords/topographic-wetness-index","display_name":"Topographic Wetness Index","score":0.6333679556846619},{"id":"https://openalex.org/keywords/latin-hypercube-sampling","display_name":"Latin hypercube sampling","score":0.5401591062545776},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5213071703910828},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.4776797890663147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4656805396080017},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4525432586669922},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43545064330101013},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4290293753147125},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.4163314700126648},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3827935457229614},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3457525968551636},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.31253987550735474},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3100093603134155},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.1748943030834198},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15147611498832703},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.08617764711380005},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08084693551063538}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.7423715591430664},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6538686752319336},{"id":"https://openalex.org/C2776898743","wikidata":"https://www.wikidata.org/wiki/Q18353408","display_name":"Topographic Wetness Index","level":3,"score":0.6333679556846619},{"id":"https://openalex.org/C20820323","wikidata":"https://www.wikidata.org/wiki/Q6496514","display_name":"Latin hypercube sampling","level":3,"score":0.5401591062545776},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5213071703910828},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.4776797890663147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4656805396080017},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4525432586669922},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43545064330101013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4290293753147125},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.4163314700126648},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3827935457229614},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3457525968551636},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.31253987550735474},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3100093603134155},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.1748943030834198},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15147611498832703},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.08617764711380005},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08084693551063538}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-022-00846-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-022-00846-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":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W18678914","https://openalex.org/W429766147","https://openalex.org/W784579088","https://openalex.org/W1571276853","https://openalex.org/W1964154191","https://openalex.org/W1993694479","https://openalex.org/W1996016146","https://openalex.org/W2010785141","https://openalex.org/W2035109407","https://openalex.org/W2040150209","https://openalex.org/W2054325787","https://openalex.org/W2059010842","https://openalex.org/W2061309384","https://openalex.org/W2065642067","https://openalex.org/W2068753710","https://openalex.org/W2082238584","https://openalex.org/W2084032127","https://openalex.org/W2085422144","https://openalex.org/W2086063614","https://openalex.org/W2092556113","https://openalex.org/W2124271137","https://openalex.org/W2140964565","https://openalex.org/W2154317083","https://openalex.org/W2157781874","https://openalex.org/W2165553613","https://openalex.org/W2166599965","https://openalex.org/W2205158676","https://openalex.org/W2222605394","https://openalex.org/W2266020245","https://openalex.org/W2286991778","https://openalex.org/W2513790282","https://openalex.org/W2570501755","https://openalex.org/W2609881461","https://openalex.org/W2763635700","https://openalex.org/W2778978672","https://openalex.org/W2783401020","https://openalex.org/W2791778019","https://openalex.org/W2793692357","https://openalex.org/W2807213788","https://openalex.org/W2809867831","https://openalex.org/W2899023746","https://openalex.org/W2903266193","https://openalex.org/W2906432502","https://openalex.org/W2911546748","https://openalex.org/W2911964244","https://openalex.org/W2917152373","https://openalex.org/W2938393691","https://openalex.org/W2943021196","https://openalex.org/W2946974793","https://openalex.org/W2949017992","https://openalex.org/W2975358916","https://openalex.org/W2975608788","https://openalex.org/W2984213650","https://openalex.org/W2984698015","https://openalex.org/W2995215533","https://openalex.org/W2999481142","https://openalex.org/W3003585967","https://openalex.org/W3003983879","https://openalex.org/W3012359043","https://openalex.org/W3015620192","https://openalex.org/W3031954582","https://openalex.org/W3036030356","https://openalex.org/W3036438688","https://openalex.org/W3036798231","https://openalex.org/W3036943176","https://openalex.org/W3038730201","https://openalex.org/W3040653888","https://openalex.org/W3117972842","https://openalex.org/W4211219221","https://openalex.org/W4230987579","https://openalex.org/W4239510810","https://openalex.org/W4240324316"],"related_works":["https://openalex.org/W2364245233","https://openalex.org/W2154735538","https://openalex.org/W2218563287","https://openalex.org/W2980066635","https://openalex.org/W2091934641","https://openalex.org/W3147453129","https://openalex.org/W2068645708","https://openalex.org/W2973359477","https://openalex.org/W2771350702","https://openalex.org/W4300779338"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-15T08:27:34.491423","created_date":"2025-10-10T00:00:00"}
