{"id":"https://openalex.org/W3200276786","doi":"https://doi.org/10.1007/978-981-16-2380-6_17","title":"Machine Learning with Meteorological Variables for the Prediction of the Electric Field in East Lima, Peru","display_name":"Machine Learning with Meteorological Variables for the Prediction of the Electric Field in East Lima, Peru","publication_year":2021,"publication_date":"2021-09-16","ids":{"openalex":"https://openalex.org/W3200276786","doi":"https://doi.org/10.1007/978-981-16-2380-6_17","mag":"3200276786"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-2380-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-2380-6_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5083722306","display_name":"Juan J. Soria","orcid":"https://orcid.org/0000-0002-4415-8622"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Universidad Peruana Uni\u00f3n","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":true,"raw_author_name":"Juan J. Soria","raw_affiliation_strings":["Universidad Peruana Uni\u00f3n, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0002-4415-8622","affiliations":[{"raw_affiliation_string":"Universidad Peruana Uni\u00f3n, Lima, Peru","institution_ids":["https://openalex.org/I4210140760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033878355","display_name":"Orlando Poma","orcid":"https://orcid.org/0000-0003-0033-7765"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Universidad Peruana Uni\u00f3n","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Orlando Poma","raw_affiliation_strings":["Universidad Peruana Uni\u00f3n, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0003-0033-7765","affiliations":[{"raw_affiliation_string":"Universidad Peruana Uni\u00f3n, Lima, Peru","institution_ids":["https://openalex.org/I4210140760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053239615","display_name":"David A. Sumire","orcid":"https://orcid.org/0000-0001-6634-1092"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Universidad Peruana Uni\u00f3n","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"David A. Sumire","raw_affiliation_strings":["Universidad Peruana Uni\u00f3n, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0001-6634-1092","affiliations":[{"raw_affiliation_string":"Universidad Peruana Uni\u00f3n, Lima, Peru","institution_ids":["https://openalex.org/I4210140760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058719249","display_name":"Joel Hugo Fernandez Rojas","orcid":"https://orcid.org/0000-0002-1761-2818"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Universidad Peruana Uni\u00f3n","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Joel Hugo Fernandez Rojas","raw_affiliation_strings":["Universidad Peruana Uni\u00f3n, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0002-1761-2818","affiliations":[{"raw_affiliation_string":"Universidad Peruana Uni\u00f3n, Lima, Peru","institution_ids":["https://openalex.org/I4210140760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070184129","display_name":"Maycol O. Echevarria","orcid":"https://orcid.org/0000-0001-5328-6215"},"institutions":[{"id":"https://openalex.org/I4210140760","display_name":"Universidad Peruana Uni\u00f3n","ror":"https://ror.org/042gckq23","country_code":"PE","type":"education","lineage":["https://openalex.org/I4210140760"]}],"countries":["PE"],"is_corresponding":false,"raw_author_name":"Maycol O. Echevarria","raw_affiliation_strings":["Universidad Peruana Uni\u00f3n, Lima, Peru"],"raw_orcid":"https://orcid.org/0000-0001-5328-6215","affiliations":[{"raw_affiliation_string":"Universidad Peruana Uni\u00f3n, Lima, Peru","institution_ids":["https://openalex.org/I4210140760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083722306"],"corresponding_institution_ids":["https://openalex.org/I4210140760"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.1765928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12424","display_name":"Earthquake Detection and Analysis","score":0.9822999835014343,"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/T12424","display_name":"Earthquake Detection and Analysis","score":0.9822999835014343,"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9363999962806702,"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/T10787","display_name":"Lightning and Electromagnetic Phenomena","score":0.9136000275611877,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.7626833915710449},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.5939152240753174},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5838689804077148},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5617671012878418},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5585536956787109},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4802549183368683},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4716821312904358},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.441369891166687},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.42768731713294983},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38797086477279663},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.37549132108688354},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3661190867424011},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.36529284715652466},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3574356436729431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27739405632019043},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08044806122779846}],"concepts":[{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.7626833915710449},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.5939152240753174},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5838689804077148},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5617671012878418},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5585536956787109},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4802549183368683},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4716821312904358},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.441369891166687},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.42768731713294983},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38797086477279663},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.37549132108688354},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3661190867424011},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.36529284715652466},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3574356436729431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27739405632019043},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08044806122779846},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-2380-6_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-2380-6_17","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1971283349","https://openalex.org/W1990395017","https://openalex.org/W1993126842","https://openalex.org/W2015777567","https://openalex.org/W2062683746","https://openalex.org/W2126884529","https://openalex.org/W2149851580","https://openalex.org/W2566048193","https://openalex.org/W2747292505","https://openalex.org/W2773165254","https://openalex.org/W2883498151","https://openalex.org/W2897239019","https://openalex.org/W2909121667","https://openalex.org/W2951746268","https://openalex.org/W2954346788","https://openalex.org/W3041742002","https://openalex.org/W3047949440"],"related_works":["https://openalex.org/W4389055065","https://openalex.org/W566010457","https://openalex.org/W2600092203","https://openalex.org/W4300066510","https://openalex.org/W2056958800","https://openalex.org/W2803685231","https://openalex.org/W4293503520","https://openalex.org/W3134152097","https://openalex.org/W4311388919","https://openalex.org/W2966696655"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
