{"id":"https://openalex.org/W4399497227","doi":"https://doi.org/10.1007/s12145-024-01361-z","title":"Evaluating parameter inversion efficiency in Heterogeneous Groundwater models using Karhunen-Lo\u00e8ve expansion: a comparative study of genetic algorithm, ensemble smoother, and MCMC","display_name":"Evaluating parameter inversion efficiency in Heterogeneous Groundwater models using Karhunen-Lo\u00e8ve expansion: a comparative study of genetic algorithm, ensemble smoother, and MCMC","publication_year":2024,"publication_date":"2024-06-10","ids":{"openalex":"https://openalex.org/W4399497227","doi":"https://doi.org/10.1007/s12145-024-01361-z"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01361-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01361-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/A5075615512","display_name":"Zitao Wang","orcid":"https://orcid.org/0009-0003-9175-0252"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zitao Wang","raw_affiliation_strings":["Key Laboratory of Comprehensive and Highly Efficient Utilization of Salt Lake Resources, Qinghai Institute of Salt Lakes, Chinese Academy of Sciences, Xining, 810008, China","Qinghai Provincial Key Laboratory of Geology and Environment of Salt Lakes, Xining, 810008, China","University of Chinese Academy of Sciences, Beijing, 100049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Comprehensive and Highly Efficient Utilization of Salt Lake Resources, Qinghai Institute of Salt Lakes, Chinese Academy of Sciences, Xining, 810008, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Qinghai Provincial Key Laboratory of Geology and Environment of Salt Lakes, Xining, 810008, China","institution_ids":[]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103177198","display_name":"Chao Yue","orcid":"https://orcid.org/0000-0001-8285-4445"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Yue","raw_affiliation_strings":["Key Laboratory of Comprehensive and Highly Efficient Utilization of Salt Lake Resources, Qinghai Institute of Salt Lakes, Chinese Academy of Sciences, Xining, 810008, China","Qinghai Provincial Key Laboratory of Geology and Environment of Salt Lakes, Xining, 810008, China","University of Chinese Academy of Sciences, Beijing, 100049, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Comprehensive and Highly Efficient Utilization of Salt Lake Resources, Qinghai Institute of Salt Lakes, Chinese Academy of Sciences, Xining, 810008, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Qinghai Provincial Key Laboratory of Geology and Environment of Salt Lakes, Xining, 810008, China","institution_ids":[]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100356269","display_name":"Jianping Wang","orcid":"https://orcid.org/0000-0001-9450-8961"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianping Wang","raw_affiliation_strings":["Key Laboratory of Comprehensive and Highly Efficient Utilization of Salt Lake Resources, Qinghai Institute of Salt Lakes, Chinese Academy of Sciences, Xining, 810008, China","Qinghai Provincial Key Laboratory of Geology and Environment of Salt Lakes, Xining, 810008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Comprehensive and Highly Efficient Utilization of Salt Lake Resources, Qinghai Institute of Salt Lakes, Chinese Academy of Sciences, Xining, 810008, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Qinghai Provincial Key Laboratory of Geology and Environment of Salt Lakes, Xining, 810008, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100356269"],"corresponding_institution_ids":["https://openalex.org/I19820366"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":0.8341,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67962351,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"17","issue":"4","first_page":"3475","last_page":"3491"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10894","display_name":"Groundwater flow and contamination studies","score":0.9952999949455261,"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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6064640879631042},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.5250941514968872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49103593826293945},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.46655505895614624},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45219194889068604},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.2766231894493103},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20527535676956177},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20011159777641296},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19774219393730164}],"concepts":[{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6064640879631042},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.5250941514968872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49103593826293945},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.46655505895614624},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45219194889068604},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2766231894493103},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20527535676956177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20011159777641296},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19774219393730164},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01361-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01361-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","score":0.800000011920929,"id":"https://metadata.un.org/sdg/6"}],"awards":[{"id":"https://openalex.org/G7381539501","display_name":null,"funder_award_id":"U20A2088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1576663420","https://openalex.org/W1595025239","https://openalex.org/W1888268865","https://openalex.org/W1935773568","https://openalex.org/W1941098055","https://openalex.org/W1965969360","https://openalex.org/W1997738271","https://openalex.org/W2064508963","https://openalex.org/W2105792028","https://openalex.org/W2111815505","https://openalex.org/W2240112237","https://openalex.org/W2250477044","https://openalex.org/W2468770775","https://openalex.org/W2562243139","https://openalex.org/W2742937774","https://openalex.org/W2758183124","https://openalex.org/W2789559796","https://openalex.org/W2792061775","https://openalex.org/W2801173011","https://openalex.org/W2906236663","https://openalex.org/W2913124758","https://openalex.org/W2954419416","https://openalex.org/W2993471286","https://openalex.org/W2999603699","https://openalex.org/W3006453385","https://openalex.org/W3008976411","https://openalex.org/W3014778119","https://openalex.org/W3023701191","https://openalex.org/W3043640444","https://openalex.org/W3093856336","https://openalex.org/W3094704314","https://openalex.org/W3108865907","https://openalex.org/W3119726540","https://openalex.org/W4200297800","https://openalex.org/W4200352309","https://openalex.org/W4200413341","https://openalex.org/W4200449638","https://openalex.org/W4210601604","https://openalex.org/W4220762493","https://openalex.org/W4245174239","https://openalex.org/W4281710891","https://openalex.org/W4283693775","https://openalex.org/W4285676788","https://openalex.org/W4292512861","https://openalex.org/W4297988694","https://openalex.org/W4313200191","https://openalex.org/W4320883163","https://openalex.org/W4376638486","https://openalex.org/W4377010497","https://openalex.org/W4386208923","https://openalex.org/W4387016822","https://openalex.org/W4387142750","https://openalex.org/W4387443706","https://openalex.org/W4387630672","https://openalex.org/W4390238611"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2151689585","https://openalex.org/W2051487156","https://openalex.org/W2380816257","https://openalex.org/W3087071515","https://openalex.org/W2073681303","https://openalex.org/W4283726152","https://openalex.org/W2390279801","https://openalex.org/W1525770572"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
