{"id":"https://openalex.org/W3108424180","doi":"https://doi.org/10.3390/rs12233964","title":"From TRMM to GPM: How Reliable Are Satellite-Based Precipitation Data across Nigeria?","display_name":"From TRMM to GPM: How Reliable Are Satellite-Based Precipitation Data across Nigeria?","publication_year":2020,"publication_date":"2020-12-03","ids":{"openalex":"https://openalex.org/W3108424180","doi":"https://doi.org/10.3390/rs12233964","mag":"3108424180"},"language":"en","primary_location":{"id":"doi:10.3390/rs12233964","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233964","pdf_url":"https://www.mdpi.com/2072-4292/12/23/3964/pdf?version=1607494059","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/23/3964/pdf?version=1607494059","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002630999","display_name":"Pius Nnamdi Nwachukwu","orcid":"https://orcid.org/0000-0002-5128-0634"},"institutions":[{"id":"https://openalex.org/I151295451","display_name":"Universit\u00e9 de Perpignan","ror":"https://ror.org/03am2jy38","country_code":"FR","type":"education","lineage":["https://openalex.org/I151295451"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pius Nnamdi Nwachukwu","raw_affiliation_strings":["Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France","IMAGES-ESPACE-DEV, Faculty of Exact and Experimental Sciences, University of Perpignan Via Domitia, 52 Avenue Paul Alduy, CEDEX 9, 66860 Perpignan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210166444"]},{"raw_affiliation_string":"IMAGES-ESPACE-DEV, Faculty of Exact and Experimental Sciences, University of Perpignan Via Domitia, 52 Avenue Paul Alduy, CEDEX 9, 66860 Perpignan, France","institution_ids":["https://openalex.org/I151295451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057485152","display_name":"Fr\u00e9d\u00e9ric Satg\u00e9","orcid":"https://orcid.org/0000-0003-3662-6876"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frederic Satge","raw_affiliation_strings":["Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210166444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072730417","display_name":"Samira El Yacoubi","orcid":"https://orcid.org/0000-0002-8017-5286"},"institutions":[{"id":"https://openalex.org/I151295451","display_name":"Universit\u00e9 de Perpignan","ror":"https://ror.org/03am2jy38","country_code":"FR","type":"education","lineage":["https://openalex.org/I151295451"]},{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Samira El Yacoubi","raw_affiliation_strings":["Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France","IMAGES-ESPACE-DEV, Faculty of Exact and Experimental Sciences, University of Perpignan Via Domitia, 52 Avenue Paul Alduy, CEDEX 9, 66860 Perpignan, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210166444"]},{"raw_affiliation_string":"IMAGES-ESPACE-DEV, Faculty of Exact and Experimental Sciences, University of Perpignan Via Domitia, 52 Avenue Paul Alduy, CEDEX 9, 66860 Perpignan, France","institution_ids":["https://openalex.org/I151295451"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020235696","display_name":"S\u00e9bastien Pinel","orcid":"https://orcid.org/0000-0001-9608-754X"},"institutions":[{"id":"https://openalex.org/I151295451","display_name":"Universit\u00e9 de Perpignan","ror":"https://ror.org/03am2jy38","country_code":"FR","type":"education","lineage":["https://openalex.org/I151295451"]},{"id":"https://openalex.org/I4210107247","display_name":"Centre de Formation et de Recherche sur les Environnements M\u00e9diterran\u00e9ens","ror":"https://ror.org/01jt5ms28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I151295451","https://openalex.org/I4210107247","https://openalex.org/I4210148025"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sebastien Pinel","raw_affiliation_strings":["Centre of Education and Research on Mediterranean Environments (CEFREM), University of Perpignan, 52 Avenue Paul Alduy, CEDEX 9, 66860 Perpignan, France"],"raw_orcid":"https://orcid.org/0000-0001-9608-754X","affiliations":[{"raw_affiliation_string":"Centre of Education and Research on Mediterranean Environments (CEFREM), University of Perpignan, 52 Avenue Paul Alduy, CEDEX 9, 66860 Perpignan, France","institution_ids":["https://openalex.org/I151295451","https://openalex.org/I4210107247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074357063","display_name":"Marie\u2010Paule Bonnet","orcid":"https://orcid.org/0000-0002-3950-4041"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Paule Bonnet","raw_affiliation_strings":["Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France"],"raw_orcid":"https://orcid.org/0000-0002-3950-4041","affiliations":[{"raw_affiliation_string":"Espace_DEV, IRD, University of Montpellier, 34093 Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210166444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002630999"],"corresponding_institution_ids":["https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210166444"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2038,"currency":"EUR","value_usd":2197},"fwci":2.9749,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.91210917,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"12","issue":"23","first_page":"3964","last_page":"3964"},"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":0.9973000288009644,"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":0.9950000047683716,"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/satellite","display_name":"Satellite","score":0.7566124796867371},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7551820278167725},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.7211995124816895},{"id":"https://openalex.org/keywords/global-precipitation-measurement","display_name":"Global Precipitation Measurement","score":0.6647341251373291},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.5721312761306763},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5130599737167358},{"id":"https://openalex.org/keywords/rain-gauge","display_name":"Rain gauge","score":0.44001686573028564},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.18548715114593506},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09255698323249817}],"concepts":[{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.7566124796867371},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7551820278167725},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.7211995124816895},{"id":"https://openalex.org/C29278236","wikidata":"https://www.wikidata.org/wiki/Q3108963","display_name":"Global Precipitation Measurement","level":3,"score":0.6647341251373291},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.5721312761306763},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5130599737167358},{"id":"https://openalex.org/C120961793","wikidata":"https://www.wikidata.org/wiki/Q190052","display_name":"Rain gauge","level":3,"score":0.44001686573028564},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.18548715114593506},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09255698323249817},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12233964","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233964","pdf_url":"https://www.mdpi.com/2072-4292/12/23/3964/pdf?version=1607494059","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03042154v1","is_oa":true,"landing_page_url":"https://univ-perp.hal.science/hal-03042154","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2020, 12 (23), pp.3964. ⟨10.3390/rs12233964⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:79167522ea8845d1bf305980a297dc9d","is_oa":true,"landing_page_url":"https://doaj.org/article/79167522ea8845d1bf305980a297dc9d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 23, p 3964 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/23/3964/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12233964","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 23; Pages: 3964","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12233964","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12233964","pdf_url":"https://www.mdpi.com/2072-4292/12/23/3964/pdf?version=1607494059","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322466","display_name":"Universit\u00e9 de Perpignan Via Domitia","ror":"https://ror.org/03am2jy38"},{"id":"https://openalex.org/F4320335413","display_name":"Petroleum Technology Development Fund","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3108424180.pdf","grobid_xml":"https://content.openalex.org/works/W3108424180.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W636091729","https://openalex.org/W1460669247","https://openalex.org/W1491668003","https://openalex.org/W1544108174","https://openalex.org/W1646332852","https://openalex.org/W1963726388","https://openalex.org/W1975786666","https://openalex.org/W1985309643","https://openalex.org/W1995622703","https://openalex.org/W1995880739","https://openalex.org/W1999285260","https://openalex.org/W2010589603","https://openalex.org/W2019295213","https://openalex.org/W2023194175","https://openalex.org/W2026303775","https://openalex.org/W2034771807","https://openalex.org/W2048239793","https://openalex.org/W2079105576","https://openalex.org/W2089603617","https://openalex.org/W2094653192","https://openalex.org/W2095440753","https://openalex.org/W2101394945","https://openalex.org/W2138763184","https://openalex.org/W2150811719","https://openalex.org/W2152957977","https://openalex.org/W2170280355","https://openalex.org/W2172609192","https://openalex.org/W2194310208","https://openalex.org/W2201708535","https://openalex.org/W2260021327","https://openalex.org/W2261645655","https://openalex.org/W2338455010","https://openalex.org/W2397311736","https://openalex.org/W2508750477","https://openalex.org/W2528678862","https://openalex.org/W2561518666","https://openalex.org/W2574027118","https://openalex.org/W2578002241","https://openalex.org/W2593542173","https://openalex.org/W2605901376","https://openalex.org/W2617886432","https://openalex.org/W2748601836","https://openalex.org/W2750797408","https://openalex.org/W2763874154","https://openalex.org/W2767045477","https://openalex.org/W2769852091","https://openalex.org/W2773928770","https://openalex.org/W2777384663","https://openalex.org/W2795550267","https://openalex.org/W2797335386","https://openalex.org/W2803700003","https://openalex.org/W2806816730","https://openalex.org/W2809933715","https://openalex.org/W2889471220","https://openalex.org/W2890873664","https://openalex.org/W2891552681","https://openalex.org/W2893539713","https://openalex.org/W2901185741","https://openalex.org/W2906003851","https://openalex.org/W2921080987","https://openalex.org/W2921365643","https://openalex.org/W2929833706","https://openalex.org/W2934897141","https://openalex.org/W2954992926","https://openalex.org/W2969677179","https://openalex.org/W2971497409","https://openalex.org/W2972870589","https://openalex.org/W2983317741","https://openalex.org/W2990584238","https://openalex.org/W2995904751","https://openalex.org/W3034323339","https://openalex.org/W4246912119","https://openalex.org/W6727772169","https://openalex.org/W6730671881"],"related_works":["https://openalex.org/W2354666346","https://openalex.org/W2357280943","https://openalex.org/W2808110264","https://openalex.org/W2894181464","https://openalex.org/W4321786814","https://openalex.org/W2040096667","https://openalex.org/W3112389510","https://openalex.org/W2763651007","https://openalex.org/W2777983096","https://openalex.org/W2983674910"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"16":[3],"satellite-based":[4,96],"precipitation":[5,22,140,153],"products":[6,104,126,160],"(SPPs)":[7],"comprising":[8],"satellite,":[9],"gauge":[10,26],"and":[11,73,94,156],"reanalysis":[12],"datasets":[13],"were":[14,148],"assessed":[15],"on":[16],"a":[17,106],"monthly":[18],"time":[19],"step":[20],"using":[21],"data":[23],"from":[24,150],"11":[25],"stations":[27],"across":[28],"Nigeria":[29,84],"within":[30],"the":[31,37,42,46,51,55,64,68,86,92,98,102,115,144],"2000\u20132012":[32],"period":[33],"as":[34],"reference.":[35],"Despite":[36],"ability":[38],"of":[39,41,50,82,117,131],"some":[40],"SPPs":[43,77],"to":[44],"reproduce":[45],"salient":[47],"north\u2013south":[48],"pattern":[49],"annual":[52],"rainfall":[53],"field,":[54],"Kling\u2013Gupta":[56],"efficiency":[57],"(KGE)":[58],"results":[59,99],"revealed":[60],"substantial":[61],"discrepancies":[62],"among":[63],"SPP":[65,69],"estimates.":[66],"Generally,":[67],"reliability":[70,116],"varies":[71],"spatially":[72],"temporally,":[74],"with":[75,129],"all":[76],"performing":[78],"better":[79,107],"over":[80],"part":[81],"central":[83],"during":[85],"dry":[87],"season.":[88],"When":[89],"we":[90],"compared":[91],"real-time":[93],"adjusted":[95,103],"products,":[97],"showed":[100,113],"that":[101,114,130],"had":[105],"KGE":[108],"score.":[109],"The":[110],"assessment":[111],"also":[112],"integrated":[118],"multi-satellite":[119,139],"retrievals":[120],"for":[121,164],"Global":[122],"Precipitation":[123],"Mission":[124,137],"(IMERG)":[125],"was":[127],"consistent":[128],"their":[132],"predecessor":[133],"Tropical":[134],"Rainfall":[135],"Measuring":[136],"(TRMM)":[138],"analysis":[141],"(TMPA).":[142],"Finally,":[143],"best":[145],"overall":[146],"scores":[147],"obtained":[149],"multi-source":[151],"weighted-ensemble":[152],"(MSWEP)":[154],"v.2.2":[155],"IMERG-F":[157],"v.6.":[158],"Both":[159],"are":[161],"therefore":[162],"suggested":[163],"further":[165],"hydrological":[166],"studies.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2020-12-07T00:00:00"}