{"id":"https://openalex.org/W2900303043","doi":"https://doi.org/10.1109/tgrs.2018.2874950","title":"Estimating Summertime Precipitation from Himawari-8 and Global Forecast System Based on Machine Learning","display_name":"Estimating Summertime Precipitation from Himawari-8 and Global Forecast System Based on Machine Learning","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2900303043","doi":"https://doi.org/10.1109/tgrs.2018.2874950","mag":"2900303043"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2018.2874950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2018.2874950","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","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/A5054583860","display_name":"Min Min","orcid":"https://orcid.org/0000-0003-1519-5069"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Min","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1519-5069","affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101431235","display_name":"Chen Bai","orcid":"https://orcid.org/0000-0003-0684-3319"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I4210089040","display_name":"Beijing Institute of Optoelectronic Technology","ror":"https://ror.org/0099d6q96","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089040"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Bai","raw_affiliation_strings":["School of Optoelectronics, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0684-3319","affiliations":[{"raw_affiliation_string":"School of Optoelectronics, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683","https://openalex.org/I4210089040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068048071","display_name":"Jianping Guo","orcid":"https://orcid.org/0000-0001-8530-8976"},"institutions":[{"id":"https://openalex.org/I4210133131","display_name":"Chinese Academy of Meteorological Sciences","ror":"https://ror.org/034b53w38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210133131"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Guo","raw_affiliation_strings":["State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8530-8976","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210133131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002526294","display_name":"Fenglin Sun","orcid":"https://orcid.org/0000-0003-1812-141X"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fenglin Sun","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101852153","display_name":"Chao Liu","orcid":"https://orcid.org/0000-0001-7049-493X"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]},{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Liu","raw_affiliation_strings":["Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7049-493X","affiliations":[{"raw_affiliation_string":"Key Laboratory for Aerosol-Cloud-Precipitation of China Meteorological Administration, School of Atmospheric Physics, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I141301092","https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695210","display_name":"Fu Wang","orcid":"https://orcid.org/0000-0002-7540-3731"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fu Wang","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089582967","display_name":"Hui Xu","orcid":"https://orcid.org/0000-0002-0790-5537"},"institutions":[{"id":"https://openalex.org/I4210133131","display_name":"Chinese Academy of Meteorological Sciences","ror":"https://ror.org/034b53w38","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210133131"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Xu","raw_affiliation_strings":["State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Severe Weather, Chinese Academy of Meteorological Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210133131"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103563106","display_name":"Shihao Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihao Tang","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374521","display_name":"Bo Li","orcid":"https://orcid.org/0000-0003-4186-4828"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008182146","display_name":"Di Di","orcid":"https://orcid.org/0000-0003-0475-9690"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Di","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100718936","display_name":"Lixin Dong","orcid":"https://orcid.org/0000-0001-7945-9073"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Dong","raw_affiliation_strings":["Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Radiometric Calibration and Validation for Environmental Satellites, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100683799","display_name":"Jun Li","orcid":"https://orcid.org/0000-0001-5504-9627"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I4210166037","display_name":"Cooperative Institute for Climate and Satellites","ror":"https://ror.org/05nc0nk71","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210166037"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["Cooperative Institute for Meteorological Satellite Study, University of Wisconsin\u2013Madison, Madison, WI, USA"],"raw_orcid":"https://orcid.org/0000-0001-5504-9627","affiliations":[{"raw_affiliation_string":"Cooperative Institute for Meteorological Satellite Study, University of Wisconsin\u2013Madison, Madison, WI, USA","institution_ids":["https://openalex.org/I135310074","https://openalex.org/I4210166037"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.1821,"has_fulltext":false,"cited_by_count":156,"citation_normalized_percentile":{"value":0.96731977,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"57","issue":"5","first_page":"2557","last_page":"2570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":1.0,"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":1.0,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9991999864578247,"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/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9945999979972839,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/quantitative-precipitation-estimation","display_name":"Quantitative precipitation estimation","score":0.681188702583313},{"id":"https://openalex.org/keywords/numerical-weather-prediction","display_name":"Numerical weather prediction","score":0.6062510013580322},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.5433029532432556},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4873529374599457},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.48405805230140686},{"id":"https://openalex.org/keywords/brightness-temperature","display_name":"Brightness temperature","score":0.4526616334915161},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4435371160507202},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4288840889930725},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3745598793029785},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34366345405578613},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30384719371795654},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2292017936706543},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09971728920936584},{"id":"https://openalex.org/keywords/microwave","display_name":"Microwave","score":0.07571282982826233}],"concepts":[{"id":"https://openalex.org/C75398719","wikidata":"https://www.wikidata.org/wiki/Q7268938","display_name":"Quantitative precipitation estimation","level":3,"score":0.681188702583313},{"id":"https://openalex.org/C147947694","wikidata":"https://www.wikidata.org/wiki/Q837552","display_name":"Numerical weather prediction","level":2,"score":0.6062510013580322},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.5433029532432556},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4873529374599457},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.48405805230140686},{"id":"https://openalex.org/C53802167","wikidata":"https://www.wikidata.org/wiki/Q4538627","display_name":"Brightness temperature","level":3,"score":0.4526616334915161},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4435371160507202},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4288840889930725},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3745598793029785},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34366345405578613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30384719371795654},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2292017936706543},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09971728920936584},{"id":"https://openalex.org/C44838205","wikidata":"https://www.wikidata.org/wiki/Q127995","display_name":"Microwave","level":2,"score":0.07571282982826233},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2018.2874950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2018.2874950","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G1252258444","display_name":null,"funder_award_id":"41601400","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1736305105","display_name":null,"funder_award_id":"41605030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2795006745","display_name":"\u6211\u56fd\u4e0d\u540c\u4e91\u7684\u591a\u6e90\u7acb\u4f53\u89c2\u6d4b\u53ca\u4e91\u8f90\u5c04\u6548\u5e94\u7814\u7a76","funder_award_id":"41771399","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G323891060","display_name":null,"funder_award_id":"2017Z005","funder_id":"https://openalex.org/F4320321849","funder_display_name":"Chinese Academy of Meteorological Sciences"},{"id":"https://openalex.org/G6084579711","display_name":"\u536b\u661f\u53cd\u6f14\u51b0\u4e91\u7279\u6027\u4e0d\u4e00\u81f4\u6027\u7814\u7a76","funder_award_id":"41571348","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G947370780","display_name":null,"funder_award_id":"41775045","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"},{"id":"https://openalex.org/F4320321849","display_name":"Chinese Academy of Meteorological Sciences","ror":"https://ror.org/034b53w38"},{"id":"https://openalex.org/F4320323191","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62"},{"id":"https://openalex.org/F4320324849","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1507575355","https://openalex.org/W1852984854","https://openalex.org/W1985851021","https://openalex.org/W1986128637","https://openalex.org/W1995622703","https://openalex.org/W2001068000","https://openalex.org/W2011743406","https://openalex.org/W2022936657","https://openalex.org/W2024810474","https://openalex.org/W2027831657","https://openalex.org/W2034882391","https://openalex.org/W2038110509","https://openalex.org/W2047121583","https://openalex.org/W2051266380","https://openalex.org/W2055308682","https://openalex.org/W2056110518","https://openalex.org/W2063907334","https://openalex.org/W2073298425","https://openalex.org/W2076063813","https://openalex.org/W2077992157","https://openalex.org/W2083585005","https://openalex.org/W2092306078","https://openalex.org/W2097940346","https://openalex.org/W2101234009","https://openalex.org/W2108295388","https://openalex.org/W2112841646","https://openalex.org/W2123732233","https://openalex.org/W2132065420","https://openalex.org/W2142854301","https://openalex.org/W2152175008","https://openalex.org/W2155632266","https://openalex.org/W2164912685","https://openalex.org/W2172639859","https://openalex.org/W2174701355","https://openalex.org/W2177044256","https://openalex.org/W2177180253","https://openalex.org/W2267060282","https://openalex.org/W2289048602","https://openalex.org/W2313040768","https://openalex.org/W2402144811","https://openalex.org/W2482139118","https://openalex.org/W2507438843","https://openalex.org/W2567628229","https://openalex.org/W2579755817","https://openalex.org/W2617654664","https://openalex.org/W2624781867","https://openalex.org/W2746653904","https://openalex.org/W2789544945","https://openalex.org/W2800898671","https://openalex.org/W2801609184","https://openalex.org/W2804401880","https://openalex.org/W2911964244","https://openalex.org/W2919115771","https://openalex.org/W2953384591","https://openalex.org/W3151431476","https://openalex.org/W6675354045","https://openalex.org/W6682825348","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W2389615367","https://openalex.org/W2357280943","https://openalex.org/W3172127242","https://openalex.org/W2775564912","https://openalex.org/W4319163424","https://openalex.org/W4311063044","https://openalex.org/W2043383361","https://openalex.org/W4376616125","https://openalex.org/W2085423036","https://openalex.org/W2946003296"],"abstract_inverted_index":{"Random":[0],"forests":[1],"(RFs),":[2],"an":[3,171],"advanced":[4],"machine":[5],"learning":[6,84],"(ML)":[7],"method,":[8],"was":[9],"used":[10,72,81],"here":[11],"to":[12,42,113,123,166,218],"develop":[13],"a":[14,117,200,234],"robust":[15],"and":[16,132,140,149,156,181,190,240],"rapid":[17],"quantitative":[18,133],"precipitation":[19,35,134,168],"estimates":[20],"(QPEs)":[21],"algorithm":[22,198,216],"for":[23,76,103,152],"the":[24,33,57,66,79,94,98,107,125,145,179,195,224],"new-generation":[25],"geostationary":[26],"satellite":[27],"of":[28,100,109,127,173,184,226,237],"Himawari-8.":[29],"In":[30],"this":[31,214],"algorithm,":[32],"global":[34,67],"measurement":[36],"(GPM)":[37],"product":[38],"has":[39,120,199],"been":[40,71,121],"employed":[41],"train":[43],"QPE":[44,177],"prediction":[45,62],"model.":[46],"The":[47,159],"real-time":[48],"multiband":[49],"infrared":[50],"brightness":[51],"temperature":[52],"from":[53,65,90],"Himawari-8,":[54],"combined":[55],"with":[56,170,210,246],"spatiotemporally":[58],"matched":[59],"numerical":[60],"weather":[61],"(NWP)":[63],"data":[64,92,136],"forecast":[68],"system,":[69],"have":[70,93],"as":[73,208],"predictor":[74],"variables":[75,80],"QPE.":[77,104],"Among":[78],"in":[82,129,223],"RF":[83,110,147,161,185,196,215],"model,":[85],"total":[86],"precipitable":[87],"water":[88],"and$K$-index":[89],"NWP":[91],"highest":[95],"rankings,":[96],"indicating":[97],"importance":[99],"atmospheric":[101],"environment":[102],"To":[105],"enhance":[106],"accuracy":[108,172],"models":[111,151],"or":[112],"optimize":[114],"model":[115,163,187],"training,":[116],"sample-balance":[118],"technique":[119],"utilized":[122],"adjust":[124],"ratios":[126],"samples":[128],"nonprecipitation/precipitation":[130,154],"classification":[131,148,162],"regression":[135,150,186],"sets.":[137],"Further":[138],"sensitivity":[139],"validation":[141],"analyses":[142],"help":[143],"determine":[144],"optimal":[146],"predicting":[153],"pixel":[155],"rain":[157,220],"rate.":[158],"selected":[160],"is":[164],"found":[165],"predict":[167],"area":[169,239],"0.87.":[174],"For":[175],"predicted":[176],"product,":[178],"mean-absolute-error":[180],"root-mean-square":[182],"error":[183],"are":[188,243],"0.51":[189],"2.0":[191],"mm/h,":[192],"respectively.":[193],"Overall,":[194],"ML":[197],"higher":[201],"detection":[202],"rate":[203],"over":[204,211],"homogenous":[205],"ocean":[206],"surface":[207],"compared":[209],"land.":[212],"Meanwhile,":[213],"tends":[217],"underestimate":[219],"rate,":[221],"especially":[222],"presence":[225],"heavy":[227],"rainfall.":[228],"Despite":[229],"this,":[230],"it":[231],"still":[232],"produces":[233],"reasonable":[235],"pattern":[236],"rainfall":[238],"intensity,":[241],"which":[242],"highly":[244],"consistent":[245],"GPM":[247],"observations.":[248]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":35},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":32},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":11}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}