{"id":"https://openalex.org/W2917195541","doi":"https://doi.org/10.3390/ijgi8030109","title":"The CM SAF R Toolbox\u2014A Tool for the Easy Usage of Satellite-Based Climate Data in NetCDF Format","display_name":"The CM SAF R Toolbox\u2014A Tool for the Easy Usage of Satellite-Based Climate Data in NetCDF Format","publication_year":2019,"publication_date":"2019-02-28","ids":{"openalex":"https://openalex.org/W2917195541","doi":"https://doi.org/10.3390/ijgi8030109","mag":"2917195541"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi8030109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8030109","pdf_url":"https://www.mdpi.com/2220-9964/8/3/109/pdf?version=1551334789","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/8/3/109/pdf?version=1551334789","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083602649","display_name":"Steffen Kothe","orcid":"https://orcid.org/0000-0003-1575-1942"},"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":"Steffen Kothe","raw_affiliation_strings":["Deutscher Wetterdienst, 63067 Offenbach, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1575-1942","affiliations":[{"raw_affiliation_string":"Deutscher Wetterdienst, 63067 Offenbach, Germany","institution_ids":["https://openalex.org/I172825728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027384571","display_name":"Rainer Hollmann","orcid":"https://orcid.org/0000-0001-9222-4025"},"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":"Rainer Hollmann","raw_affiliation_strings":["Deutscher Wetterdienst, 63067 Offenbach, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9222-4025","affiliations":[{"raw_affiliation_string":"Deutscher Wetterdienst, 63067 Offenbach, Germany","institution_ids":["https://openalex.org/I172825728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050451005","display_name":"Uwe Pfeifroth","orcid":"https://orcid.org/0000-0002-7779-8191"},"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":"Uwe Pfeifroth","raw_affiliation_strings":["Deutscher Wetterdienst, 63067 Offenbach, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Deutscher Wetterdienst, 63067 Offenbach, Germany","institution_ids":["https://openalex.org/I172825728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069915908","display_name":"Christine Tr\u00e4ger-Chatterjee","orcid":null},"institutions":[{"id":"https://openalex.org/I41466953","display_name":"European Organisation for the Exploitation of Meteorological Satellites","ror":"https://ror.org/02h919y47","country_code":"DE","type":"funder","lineage":["https://openalex.org/I41466953"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christine Tr\u00e4ger-Chatterjee","raw_affiliation_strings":["EUMETSAT, 64295 Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EUMETSAT, 64295 Darmstadt, Germany","institution_ids":["https://openalex.org/I41466953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053759534","display_name":"J\u00f6rg Trentmann","orcid":"https://orcid.org/0000-0002-9308-3823"},"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":"J\u00f6rg Trentmann","raw_affiliation_strings":["Deutscher Wetterdienst, 63067 Offenbach, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9308-3823","affiliations":[{"raw_affiliation_string":"Deutscher Wetterdienst, 63067 Offenbach, Germany","institution_ids":["https://openalex.org/I172825728"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083602649"],"corresponding_institution_ids":["https://openalex.org/I172825728"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.3144,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.79578153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"8","issue":"3","first_page":"109","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9926000237464905,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9925000071525574,"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/netcdf","display_name":"NetCDF","score":0.9852461814880371},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.8784846067428589},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6373594999313354},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6032539010047913},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5556069016456604},{"id":"https://openalex.org/keywords/geographic-coordinate-system","display_name":"Geographic coordinate system","score":0.5017614364624023},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4946286380290985},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.48236745595932007},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.45317915081977844},{"id":"https://openalex.org/keywords/longitude","display_name":"Longitude","score":0.4293524920940399},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.4203026294708252},{"id":"https://openalex.org/keywords/latitude","display_name":"Latitude","score":0.3679220676422119},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34320586919784546},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2830800414085388},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1886940896511078},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1835147738456726},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.16937580704689026},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1242431104183197},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11693897843360901}],"concepts":[{"id":"https://openalex.org/C11090531","wikidata":"https://www.wikidata.org/wiki/Q1361922","display_name":"NetCDF","level":2,"score":0.9852461814880371},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.8784846067428589},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6373594999313354},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6032539010047913},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5556069016456604},{"id":"https://openalex.org/C123046963","wikidata":"https://www.wikidata.org/wiki/Q22664","display_name":"Geographic coordinate system","level":2,"score":0.5017614364624023},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4946286380290985},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.48236745595932007},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.45317915081977844},{"id":"https://openalex.org/C2780554747","wikidata":"https://www.wikidata.org/wiki/Q36477","display_name":"Longitude","level":3,"score":0.4293524920940399},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.4203026294708252},{"id":"https://openalex.org/C122523270","wikidata":"https://www.wikidata.org/wiki/Q34027","display_name":"Latitude","level":2,"score":0.3679220676422119},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34320586919784546},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2830800414085388},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1886940896511078},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1835147738456726},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.16937580704689026},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1242431104183197},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11693897843360901},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi8030109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8030109","pdf_url":"https://www.mdpi.com/2220-9964/8/3/109/pdf?version=1551334789","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e7d347a458524d0eb280054d079db8fc","is_oa":false,"landing_page_url":"https://doaj.org/article/e7d347a458524d0eb280054d079db8fc","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 8, Iss 3, p 109 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/8/3/109/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi8030109","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":"ISPRS International Journal of Geo-Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi8030109","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8030109","pdf_url":"https://www.mdpi.com/2220-9964/8/3/109/pdf?version=1551334789","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326483","display_name":"European Organization for the Exploitation of Meteorological Satellites","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2917195541.pdf","grobid_xml":"https://content.openalex.org/works/W2917195541.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W1983659260","https://openalex.org/W2058947207","https://openalex.org/W2339648463","https://openalex.org/W2611513146"],"related_works":["https://openalex.org/W2953625540","https://openalex.org/W3200088983","https://openalex.org/W2382421023","https://openalex.org/W2388796632","https://openalex.org/W2243008534","https://openalex.org/W2055013599","https://openalex.org/W2259415363","https://openalex.org/W2003279923","https://openalex.org/W1953492254","https://openalex.org/W2561596083"],"abstract_inverted_index":{"The":[0,26,96,128],"EUMETSAT":[1],"Satellite":[2],"Application":[3],"Facility":[4],"on":[5,138],"Climate":[6],"Monitoring":[7],"(CM":[8],"SAF)":[9],"provides":[10,47,91],"satellite-based":[11],"climate":[12,17],"data":[13,27,66],"records":[14,28],"of":[15,19,42,58,77,83,98,122,141],"essential":[16],"variables":[18],"the":[20,37,43,48,81,84,99,123,139,147,163],"energy":[21],"budget":[22],"and":[23,40,70,75,103,131,154],"water":[24],"cycle.":[25],"are":[29,62,134],"generally":[30],"distributed":[31],"in":[32,144,152,159],"NetCDF":[33],"format.":[34],"To":[35],"simplify":[36],"preparation,":[38],"analysis,":[39],"visualization":[41,97],"data,":[44,80,100],"CM":[45,50,124],"SAF":[46,51,125],"so-called":[49],"R":[52,126],"Toolbox.":[53,127],"This":[54,89],"is":[55,87,120],"a":[56,115],"collection":[57],"R-based":[59],"tools,":[60],"which":[61,119],"optimized":[63],"for":[64,146],"spatial":[65,78],"with":[67,109,114],"longitude,":[68],"latitude,":[69],"time":[71],"dimension.":[72],"For":[73],"analysis":[74,140],"manipulation":[76],"NetCDF-formatted":[79],"functionality":[82],"cmsaf":[85],"R-package":[86,90],"implemented.":[88],"more":[92],"than":[93],"60":[94],"operators.":[95],"its":[101],"properties,":[102],"corresponding":[104],"statistics":[105],"can":[106],"be":[107],"done":[108],"an":[110],"interactive":[111],"plotting":[112],"tool":[113],"graphical":[116],"user":[117],"interface,":[118],"part":[121],"handling,":[129],"functionality,":[130],"visual":[132],"appearance":[133],"demonstrated":[135],"here":[136],"based":[137],"sunshine":[142],"duration":[143,151],"Europe":[145,156],"year":[148],"2018.":[149],"Sunshine":[150],"Scandinavia":[153],"Central":[155],"was":[157],"extraordinary":[158],"2018":[160],"compared":[161],"to":[162],"long-term":[164],"average.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
