{"id":"https://openalex.org/W4382796982","doi":"https://doi.org/10.1007/s12145-023-01037-0","title":"Random forest-based nowcast model for rainfall","display_name":"Random forest-based nowcast model for rainfall","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4382796982","doi":"https://doi.org/10.1007/s12145-023-01037-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-023-01037-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-023-01037-0","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/A5011612811","display_name":"Nita H. Shah","orcid":"https://orcid.org/0000-0003-1605-4778"},"institutions":[{"id":"https://openalex.org/I114173286","display_name":"Gujarat University","ror":"https://ror.org/017f2w007","country_code":"IN","type":"education","lineage":["https://openalex.org/I114173286"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Nita H. Shah","raw_affiliation_strings":["Department of Mathematics, Gujarat University, Ahmedabad, 380009, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Gujarat University, Ahmedabad, 380009, India","institution_ids":["https://openalex.org/I114173286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060510301","display_name":"Anupam Priamvada","orcid":"https://orcid.org/0000-0003-3171-1393"},"institutions":[{"id":"https://openalex.org/I114173286","display_name":"Gujarat University","ror":"https://ror.org/017f2w007","country_code":"IN","type":"education","lineage":["https://openalex.org/I114173286"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anupam Priamvada","raw_affiliation_strings":["Department of Mathematics, Gujarat University, Ahmedabad, 380009, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Gujarat University, Ahmedabad, 380009, India","institution_ids":["https://openalex.org/I114173286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045292227","display_name":"Bipasha Paul Shukla","orcid":"https://orcid.org/0000-0002-8694-9588"},"institutions":[{"id":"https://openalex.org/I1289461252","display_name":"Indian Space Research Organisation","ror":"https://ror.org/00cwrns71","country_code":"IN","type":"government","lineage":["https://openalex.org/I1289461252","https://openalex.org/I3148377317"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bipasha Paul Shukla","raw_affiliation_strings":["Atmospheric Sciences Division, Space Applications Centre, ISRO, Ahmedabad, Gujarat, 380015, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Atmospheric Sciences Division, Space Applications Centre, ISRO, Ahmedabad, Gujarat, 380015, India","institution_ids":["https://openalex.org/I1289461252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011612811"],"corresponding_institution_ids":["https://openalex.org/I114173286"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.7784,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83029001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"16","issue":"3","first_page":"2391","last_page":"2403"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9983000159263611,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9983000159263611,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9976999759674072,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.987500011920929,"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/nowcasting","display_name":"Nowcasting","score":0.8550106287002563},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6594608426094055},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5558407306671143},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5467738509178162},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5099261999130249},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5043710470199585},{"id":"https://openalex.org/keywords/monsoon","display_name":"Monsoon","score":0.4536709785461426},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.41740739345550537},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3734707236289978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.29561758041381836},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.286793053150177},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.176161527633667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14476656913757324},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1195169985294342},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08579367399215698}],"concepts":[{"id":"https://openalex.org/C2781013037","wikidata":"https://www.wikidata.org/wiki/Q1433331","display_name":"Nowcasting","level":2,"score":0.8550106287002563},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6594608426094055},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5558407306671143},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5467738509178162},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5099261999130249},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5043710470199585},{"id":"https://openalex.org/C136996986","wikidata":"https://www.wikidata.org/wiki/Q42967","display_name":"Monsoon","level":2,"score":0.4536709785461426},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.41740739345550537},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3734707236289978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.29561758041381836},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.286793053150177},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.176161527633667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14476656913757324},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1195169985294342},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08579367399215698}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-023-01037-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-023-01037-0","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W32160621","https://openalex.org/W1941659294","https://openalex.org/W1976526581","https://openalex.org/W2008626643","https://openalex.org/W2053724458","https://openalex.org/W2064354376","https://openalex.org/W2101711129","https://openalex.org/W2117671103","https://openalex.org/W2118978333","https://openalex.org/W2120240539","https://openalex.org/W2125283600","https://openalex.org/W2132424470","https://openalex.org/W2134703408","https://openalex.org/W2149308034","https://openalex.org/W2155632266","https://openalex.org/W2261059368","https://openalex.org/W2301692565","https://openalex.org/W2330219538","https://openalex.org/W2600250093","https://openalex.org/W2902735427","https://openalex.org/W2911964244","https://openalex.org/W2996758938","https://openalex.org/W3001630685","https://openalex.org/W3017797392","https://openalex.org/W3048067806","https://openalex.org/W3093785987","https://openalex.org/W4285810972","https://openalex.org/W6816915078","https://openalex.org/W6977528248"],"related_works":["https://openalex.org/W2098567841","https://openalex.org/W3124209601","https://openalex.org/W2238969010","https://openalex.org/W2189249776","https://openalex.org/W2945625440","https://openalex.org/W1526105959","https://openalex.org/W3193710367","https://openalex.org/W3122492506","https://openalex.org/W4388046081","https://openalex.org/W3004779417"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
