{"id":"https://openalex.org/W2983714838","doi":"https://doi.org/10.3390/rs11212576","title":"The Seamless Solar Radiation (SESORA) Forecast for Solar Surface Irradiance\u2014Method and Validation","display_name":"The Seamless Solar Radiation (SESORA) Forecast for Solar Surface Irradiance\u2014Method and Validation","publication_year":2019,"publication_date":"2019-11-02","ids":{"openalex":"https://openalex.org/W2983714838","doi":"https://doi.org/10.3390/rs11212576","mag":"2983714838"},"language":"en","primary_location":{"id":"doi:10.3390/rs11212576","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11212576","pdf_url":null,"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://doi.org/10.3390/rs11212576","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023082293","display_name":"Isabel Urbich","orcid":"https://orcid.org/0000-0001-5994-4987"},"institutions":[{"id":"https://openalex.org/I172825728","display_name":"Deutscher Wetterdienst","ror":"https://ror.org/02nrqs528","country_code":"DE","type":"facility","lineage":["https://openalex.org/I172825728"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Isabel Urbich","raw_affiliation_strings":["Department for Research and Development, Deutscher Wetterdienst, Frankfurter Stra\u00dfe 135, 63067 Offenbach, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5994-4987","affiliations":[{"raw_affiliation_string":"Department for Research and Development, Deutscher Wetterdienst, Frankfurter Stra\u00dfe 135, 63067 Offenbach, Germany","institution_ids":["https://openalex.org/I172825728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004793659","display_name":"J\u00f6rg Bendix","orcid":"https://orcid.org/0000-0001-6559-2033"},"institutions":[{"id":"https://openalex.org/I161103922","display_name":"Philipps University of Marburg","ror":"https://ror.org/01rdrb571","country_code":"DE","type":"education","lineage":["https://openalex.org/I161103922"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Bendix","raw_affiliation_strings":["Faculty of Geography, Philipps-Universit\u00e4t Marburg, Deutschhausstra\u00dfe 12, 35032 Marburg, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6559-2033","affiliations":[{"raw_affiliation_string":"Faculty of Geography, Philipps-Universit\u00e4t Marburg, Deutschhausstra\u00dfe 12, 35032 Marburg, Germany","institution_ids":["https://openalex.org/I161103922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082492570","display_name":"Richard M\u00fcller","orcid":"https://orcid.org/0000-0002-0376-0393"},"institutions":[{"id":"https://openalex.org/I172825728","display_name":"Deutscher Wetterdienst","ror":"https://ror.org/02nrqs528","country_code":"DE","type":"facility","lineage":["https://openalex.org/I172825728"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Richard M\u00fcller","raw_affiliation_strings":["Department for Research and Development, Deutscher Wetterdienst, Frankfurter Stra\u00dfe 135, 63067 Offenbach, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0376-0393","affiliations":[{"raw_affiliation_string":"Department for Research and Development, Deutscher Wetterdienst, Frankfurter Stra\u00dfe 135, 63067 Offenbach, Germany","institution_ids":["https://openalex.org/I172825728"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023082293"],"corresponding_institution_ids":["https://openalex.org/I172825728"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":2.0303,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.89783836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"11","issue":"21","first_page":"2576","last_page":"2576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":1.0,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10251","display_name":"Solar and Space Plasma Dynamics","score":0.9947999715805054,"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/environmental-science","display_name":"Environmental science","score":0.7154853343963623},{"id":"https://openalex.org/keywords/irradiance","display_name":"Irradiance","score":0.6486415266990662},{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.6012080907821655},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5688571929931641},{"id":"https://openalex.org/keywords/albedo","display_name":"Albedo (alchemy)","score":0.5631768703460693},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5497031807899475},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5435017347335815},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5372628569602966},{"id":"https://openalex.org/keywords/radiation","display_name":"Radiation","score":0.4939313530921936},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.4215388000011444},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.3463957905769348},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1962197721004486},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.16919046640396118},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11098736524581909},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0884714126586914}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7154853343963623},{"id":"https://openalex.org/C46423501","wikidata":"https://www.wikidata.org/wiki/Q830654","display_name":"Irradiance","level":2,"score":0.6486415266990662},{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.6012080907821655},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5688571929931641},{"id":"https://openalex.org/C195886398","wikidata":"https://www.wikidata.org/wiki/Q2110050","display_name":"Albedo (alchemy)","level":3,"score":0.5631768703460693},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5497031807899475},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5435017347335815},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5372628569602966},{"id":"https://openalex.org/C153385146","wikidata":"https://www.wikidata.org/wiki/Q18335","display_name":"Radiation","level":2,"score":0.4939313530921936},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.4215388000011444},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3463957905769348},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1962197721004486},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.16919046640396118},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11098736524581909},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0884714126586914},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C554144382","wikidata":"https://www.wikidata.org/wiki/Q213156","display_name":"Performance art","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11212576","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11212576","pdf_url":null,"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:doaj.org/article:f23ed8c6e2434782aaef58ea1caa75cf","is_oa":true,"landing_page_url":"https://doaj.org/article/f23ed8c6e2434782aaef58ea1caa75cf","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 11, Iss 21, p 2576 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/21/2576/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11212576","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11212576","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11212576","pdf_url":null,"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":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W819842294","https://openalex.org/W1495574769","https://openalex.org/W1578285471","https://openalex.org/W1583832395","https://openalex.org/W1755205674","https://openalex.org/W1975069833","https://openalex.org/W1978041909","https://openalex.org/W2002380304","https://openalex.org/W2021531698","https://openalex.org/W2022617609","https://openalex.org/W2040778825","https://openalex.org/W2042541820","https://openalex.org/W2067019903","https://openalex.org/W2075672667","https://openalex.org/W2079221361","https://openalex.org/W2079565659","https://openalex.org/W2093488518","https://openalex.org/W2094448605","https://openalex.org/W2114287382","https://openalex.org/W2116202159","https://openalex.org/W2140732669","https://openalex.org/W2149231138","https://openalex.org/W2150021548","https://openalex.org/W2159120000","https://openalex.org/W2168519756","https://openalex.org/W2175218162","https://openalex.org/W2177767217","https://openalex.org/W2179278898","https://openalex.org/W2221133956","https://openalex.org/W2413306771","https://openalex.org/W2465659380","https://openalex.org/W2470699557","https://openalex.org/W2521081221","https://openalex.org/W2530982155","https://openalex.org/W2554652823","https://openalex.org/W2566873232","https://openalex.org/W2762810357","https://openalex.org/W2763165846","https://openalex.org/W2794725805","https://openalex.org/W2801024114","https://openalex.org/W2802998508","https://openalex.org/W2806268819","https://openalex.org/W2970867657","https://openalex.org/W3122153187","https://openalex.org/W3159868487","https://openalex.org/W4233112785","https://openalex.org/W6623274318","https://openalex.org/W6634902294"],"related_works":["https://openalex.org/W3104379783","https://openalex.org/W2068293008","https://openalex.org/W1530649511","https://openalex.org/W3106902037","https://openalex.org/W2131174359","https://openalex.org/W4322211974","https://openalex.org/W2104775196","https://openalex.org/W2884263184","https://openalex.org/W2995848355","https://openalex.org/W1749313231"],"abstract_inverted_index":{"Due":[0,93],"to":[1,94,113,201],"the":[2,10,12,24,43,44,60,85,95,154,202,205,212,216,219,221],"integration":[3],"of":[4,14,26,30,47,57,101,122,129,161,181,204,211,218],"fluctuating":[5],"weather-dependent":[6],"energy":[7],"sources":[8],"into":[9],"grid,":[11],"importance":[13],"weather":[15],"and":[16,51,55,98,195,215,226],"power":[17],"forecasts":[18],"grows":[19],"constantly.":[20],"This":[21],"paper":[22],"describes":[23],"implementation":[25],"a":[27,119,208],"short-term":[28,131],"forecast":[29,132],"solar":[31,37,69,104],"surface":[32],"irradiance":[33],"named":[34],"SESORA":[35],"(seamless":[36],"radiation).":[38],"It":[39],"is":[40,71,133],"based":[41,142],"on":[42,143],"optical":[45],"flow":[46],"effective":[48],"cloud":[49,66],"albedo":[50],"available":[52],"for":[53],"Germany":[54],"parts":[56],"Europe.":[58],"After":[59,207],"clouds":[61],"are":[62,150],"shifted":[63],"by":[64],"applying":[65],"motion":[67],"vectors,":[68],"radiation":[70,105],"calculated":[72],"with":[73,118],"SPECMAGIC":[74],"NOW":[75],"(Spectrally":[76],"Resolved":[77],"Mesoscale":[78],"Atmospheric":[79],"Global":[80],"Irradiance":[81],"Code),":[82],"which":[83],"computes":[84],"global":[86],"irradiation":[87],"spectrally":[88],"resolved":[89],"from":[90,109],"satellite":[91,102],"imagery.":[92],"high":[96],"spatial":[97,120],"temporal":[99],"resolution":[100,121],"measurements,":[103],"can":[106],"be":[107,224],"forecasted":[108],"15":[110,176],"min":[111],"up":[112],"4":[114],"h":[115],"or":[116,146],"more":[117],"0.05":[123],"\u2218":[124],".":[125],"An":[126],"extensive":[127],"validation":[128,220],"this":[130,136,162],"presented":[134,225],"in":[135],"study":[137,163],"containing":[138],"two":[139],"different":[140],"validations":[141],"either":[144],"area":[145],"stations.":[147],"The":[148],"results":[149,222],"very":[151],"promising":[152],"as":[153],"mean":[155],"RMSE":[156],"(Root":[157],"Mean":[158],"Square":[159],"Error)":[160],"equals":[164],"59":[165],"W/m":[166,172,183,189],"2":[167,173,184,190],"(absolute":[168,185],"bias":[169,186],"=":[170,187],"42":[171],")":[174,191],"after":[175,192,198],"min,":[177,194],"reaches":[178],"its":[179],"maximum":[180],"142":[182],"97":[188],"165":[193],"slowly":[196],"decreases":[197],"that":[199],"due":[200],"setting":[203],"sun.":[206],"brief":[209],"description":[210],"method":[213,217],"itself":[214],"will":[223],"discussed.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}