{"id":"https://openalex.org/W4312612123","doi":"https://doi.org/10.1109/igarss46834.2022.9884758","title":"PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis","display_name":"PyCircularStats: A Python-Based Tool for Remote Sensing Circular Statistics and Graphical Analysis","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312612123","doi":"https://doi.org/10.1109/igarss46834.2022.9884758"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9884758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884758","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-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/A5033934185","display_name":"Aurora Cuartero","orcid":"https://orcid.org/0000-0002-0219-9696"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"A. Cuartero","raw_affiliation_strings":["University of Extremadura,Department of Graphic Expression,C&#x00E1;ceres,Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura,Department of Graphic Expression,C&#x00E1;ceres,Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046123228","display_name":"Mercedes E. Paoletti","orcid":"https://orcid.org/0000-0003-1030-3729"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mercedes E. Paoletti","raw_affiliation_strings":["Complutense University,Department of Computer Architecture,Madrid,Spain","Department of Computer Architecture, Complutense University, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Complutense University,Department of Computer Architecture,Madrid,Spain","institution_ids":["https://openalex.org/I121748325"]},{"raw_affiliation_string":"Department of Computer Architecture, Complutense University, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052193156","display_name":"Pablo G. Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-8168-7892"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Garcia-Rodriguez","raw_affiliation_strings":["University of Extremadura,Department of Computer and Telematics Systems Engineering,Spain","Department of Computer and Telematics Systems Engineering, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"University of Extremadura,Department of Computer and Telematics Systems Engineering,Spain","institution_ids":["https://openalex.org/I80606768"]},{"raw_affiliation_string":"Department of Computer and Telematics Systems Engineering, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039673511","display_name":"Juan M. Haut","orcid":"https://orcid.org/0000-0001-6701-961X"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan M. Haut","raw_affiliation_strings":["Hypercomp, University of Extremadura,Dept. of Technology of Computers and Communications,Spain","Dept. of Technology of Computers and Communications, Hypercomp, University of Extremadura, Spain"],"affiliations":[{"raw_affiliation_string":"Hypercomp, University of Extremadura,Dept. of Technology of Computers and Communications,Spain","institution_ids":["https://openalex.org/I80606768"]},{"raw_affiliation_string":"Dept. of Technology of Computers and Communications, Hypercomp, University of Extremadura, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033934185"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":null,"apc_paid":null,"fwci":0.2907,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.47842402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2876","last_page":"2879"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9702000021934509,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.9515147805213928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7025543451309204},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.5325469374656677},{"id":"https://openalex.org/keywords/interpreter","display_name":"Interpreter","score":0.4438975155353546},{"id":"https://openalex.org/keywords/source-lines-of-code","display_name":"Source lines of code","score":0.4273150563240051},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3562828302383423},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.342465877532959},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.12165004014968872}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.9515147805213928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7025543451309204},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.5325469374656677},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.4438975155353546},{"id":"https://openalex.org/C199519371","wikidata":"https://www.wikidata.org/wiki/Q942695","display_name":"Source lines of code","level":3,"score":0.4273150563240051},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3562828302383423},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.342465877532959},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.12165004014968872}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9884758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884758","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G232734274","display_name":null,"funder_award_id":"GR21040","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5578156961","display_name":null,"funder_award_id":"(PID2019-105221RB-C42) AEI /10.13039/501100011033","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W8105021","https://openalex.org/W176060569","https://openalex.org/W1897507705","https://openalex.org/W1974456500","https://openalex.org/W1983893987","https://openalex.org/W2006025735","https://openalex.org/W2016280907","https://openalex.org/W2042380521","https://openalex.org/W2069897252","https://openalex.org/W2089290750","https://openalex.org/W2123241326","https://openalex.org/W2131700486","https://openalex.org/W2293821024","https://openalex.org/W2346432327","https://openalex.org/W2479430791","https://openalex.org/W2588397332","https://openalex.org/W4205113689","https://openalex.org/W4254955164","https://openalex.org/W4297924063","https://openalex.org/W4302415282","https://openalex.org/W6733537795","https://openalex.org/W6806740603"],"related_works":["https://openalex.org/W2341492732","https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W4249558550","https://openalex.org/W2088766201","https://openalex.org/W4401741136","https://openalex.org/W2557718140","https://openalex.org/W4399490472","https://openalex.org/W67092138","https://openalex.org/W1545080775"],"abstract_inverted_index":{"Circular":[0],"data,":[1,57,61],"as":[2,18,74],"a":[3,12,49,71,86,98],"part":[4],"of":[5,15,89],"directional":[6,56],"data":[7,29,46,103],"engineering,":[8],"is":[9,32],"used":[10],"in":[11,53,58,68,97],"wide":[13],"range":[14],"fields":[16],"such":[17],"Geology,":[19],"Biology,":[20],"Meteorology":[21],"and":[22,34,91],"Geomatics.":[23],"It":[24],"differs":[25],"from":[26],"traditional":[27],"linear":[28],"because":[30],"it":[31],"closed":[33],"has":[35,111],"no":[36],"beginning":[37],"or":[38,79],"end":[39],"along":[40],"the":[41,118],"real":[42],"line,":[43],"i.e.,":[44],"circular":[45,60],"occurs":[47],"around":[48],"circle,":[50],"normally":[51],"measured":[52],"degrees.":[54],"Analyzing":[55],"particular":[59],"requires":[62],"methods":[63],"that":[64],"are":[65],"be":[66,115],"available":[67],"libraries":[69,84],"with":[70],"well-known":[72],"prestige":[73],"Python":[75,119],"including":[76],"SciPy,":[77],"NumPy":[78],"SciKit-Learn":[80],"libs.":[81],"However,":[82],"these":[83],"have":[85],"specific":[87],"area":[88],"expertise":[90],"they":[92],"do":[93],"not":[94],"combine":[95],"information":[96],"useful":[99],"way":[100],"for":[101],"two-dimensional":[102],"analysis.":[104],"In":[105],"this":[106],"paper,":[107],"an":[108],"open-source":[109],"library":[110],"been":[112],"implemented":[113],"to":[114],"executed":[116],"by":[117],"interpreter,":[120],"called":[121],"PyCircularStats.":[122],"Source":[123],"code:":[124],"https://github.com/mhaut/pycircularstats":[125]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-10-10T00:00:00"}
