{"id":"https://openalex.org/W2023764148","doi":"https://doi.org/10.1109/tvcg.2012.191","title":"A Visual Analytics Approach to Multiscale Exploration of Environmental Time Series","display_name":"A Visual Analytics Approach to Multiscale Exploration of Environmental Time Series","publication_year":2012,"publication_date":"2012-10-16","ids":{"openalex":"https://openalex.org/W2023764148","doi":"https://doi.org/10.1109/tvcg.2012.191","mag":"2023764148","pmid":"https://pubmed.ncbi.nlm.nih.gov/26357199"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2012.191","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_246101_4/component/file_1421337/246101.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067631224","display_name":"Mike Sips","orcid":"https://orcid.org/0000-0003-3941-7092"},"institutions":[{"id":"https://openalex.org/I4210152878","display_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mike Sips","raw_affiliation_strings":["German Res. Center for Geosci. GFZ, Germany"],"affiliations":[{"raw_affiliation_string":"German Res. Center for Geosci. GFZ, Germany","institution_ids":["https://openalex.org/I4210152878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025660411","display_name":"Patrick K\u00f6thur","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152878","display_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Kothur","raw_affiliation_strings":["German Res. Center for Geosci. GFZ, Germany"],"affiliations":[{"raw_affiliation_string":"German Res. Center for Geosci. GFZ, Germany","institution_ids":["https://openalex.org/I4210152878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028265195","display_name":"Andrea Unger","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152878","display_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Unger","raw_affiliation_strings":["German Res. Center for Geosci. GFZ, Germany"],"affiliations":[{"raw_affiliation_string":"German Res. Center for Geosci. GFZ, Germany","institution_ids":["https://openalex.org/I4210152878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091630951","display_name":"Hans\u2010Christian Hege","orcid":"https://orcid.org/0000-0002-6574-0988"},"institutions":[{"id":"https://openalex.org/I195893171","display_name":"Zuse Institute Berlin","ror":"https://ror.org/02eva5865","country_code":"DE","type":"facility","lineage":["https://openalex.org/I195893171"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans-Christian Hege","raw_affiliation_strings":["Zuse Institute Berlin , Berlin , Germany"],"affiliations":[{"raw_affiliation_string":"Zuse Institute Berlin , Berlin , Germany","institution_ids":["https://openalex.org/I195893171"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065053120","display_name":"Doris Dransch","orcid":"https://orcid.org/0000-0003-0839-8167"},"institutions":[{"id":"https://openalex.org/I4210152878","display_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","ror":"https://ror.org/04z8jg394","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I4210152878"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Doris Dransch","raw_affiliation_strings":["German Res. Center for Geosci. GFZ, Germany"],"affiliations":[{"raw_affiliation_string":"German Res. Center for Geosci. GFZ, Germany","institution_ids":["https://openalex.org/I4210152878"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.466,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":36,"citation_normalized_percentile":{"value":0.905304,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":"18","issue":"12","first_page":"2899","last_page":"2907"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9998,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13398","display_name":"Data Analysis with R","score":0.9784,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9772,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.4721936},{"id":"https://openalex.org/keywords/identification","display_name":"Identification","score":0.43545812},{"id":"https://openalex.org/keywords/cultural-analytics","display_name":"Cultural Analytics","score":0.43007958}],"concepts":[{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.83515954},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8071133},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6801037},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6165159},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5888538},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5379681},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.50098586},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4900023},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.4721936},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45158276},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44535497},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43545812},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.43007958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3505393},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31504184},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08312574},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.0},{"id":"https://openalex.org/C167379230","wikidata":"https://www.wikidata.org/wiki/Q1026884","display_name":"Semantic Web Stack","level":3,"score":0.0},{"id":"https://openalex.org/C148792806","wikidata":"https://www.wikidata.org/wiki/Q7449046","display_name":"Semantic analytics","level":4,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2012.191","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"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":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_246101_4/component/file_1421337/246101.pdf","pdf_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_246101_4/component/file_1421337/246101.pdf","source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":["Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_100075_1/component/file_100074/7_GISDAY-2012_sips_pinus_bib.pdf","pdf_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_100075_1/component/file_100074/7_GISDAY-2012_sips_pinus_bib.pdf","source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":["Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_100075","pdf_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_100075_2/component/file_100074/7_GISDAY-2012_sips_pinus_bib.pdf","source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":["Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26357199","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_246101_4/component/file_1421337/246101.pdf","pdf_url":"https://gfzpublic.gfz-potsdam.de/pubman/item/item_246101_4/component/file_1421337/246101.pdf","source":{"id":"https://openalex.org/S4306401313","display_name":"Publication Database GFZ (GFZ German Research Centre for Geosciences)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210152878","host_organization_name":"Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences","host_organization_lineage":["https://openalex.org/I4210152878"],"host_organization_lineage_names":["Helmholtz Centre Potsdam - GFZ German Research Centre for Geosciences"],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.55,"display_name":"Life on land"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":34,"referenced_works":["https://openalex.org/W1513731586","https://openalex.org/W1555144522","https://openalex.org/W1576209423","https://openalex.org/W1991392515","https://openalex.org/W1995003166","https://openalex.org/W2013010520","https://openalex.org/W2013088214","https://openalex.org/W2035714874","https://openalex.org/W2045472572","https://openalex.org/W2076850342","https://openalex.org/W2081508678","https://openalex.org/W2097236039","https://openalex.org/W2100565272","https://openalex.org/W2106947050","https://openalex.org/W2108072252","https://openalex.org/W2108934019","https://openalex.org/W2109113588","https://openalex.org/W2120900316","https://openalex.org/W2123685385","https://openalex.org/W2126310301","https://openalex.org/W2126415191","https://openalex.org/W2138199375","https://openalex.org/W2140541004","https://openalex.org/W2148500771","https://openalex.org/W2149386833","https://openalex.org/W2158454296","https://openalex.org/W2163288162","https://openalex.org/W2172017522","https://openalex.org/W2285670967","https://openalex.org/W4239183290","https://openalex.org/W4239966611","https://openalex.org/W4251304284","https://openalex.org/W640038586","https://openalex.org/W69020001"],"related_works":["https://openalex.org/W4320507208","https://openalex.org/W2996464640","https://openalex.org/W2779621916","https://openalex.org/W2249411100","https://openalex.org/W2148525144","https://openalex.org/W2138646726","https://openalex.org/W2053900997","https://openalex.org/W2018276586","https://openalex.org/W1937626386","https://openalex.org/W1813318416"],"abstract_inverted_index":{"We":[0,93],"present":[1],"a":[2,84],"Visual":[3],"Analytics":[4],"approach":[5,42,99],"that":[6],"addresses":[7],"the":[8,23,30,34,95,115],"detection":[9,24],"of":[10,25,52,57,75,79,90,97,117],"interesting":[11,26,81],"patterns":[12,28,54,82],"in":[13,83,100],"numerical":[14],"time":[15,31,47,70],"series,":[16],"specifically":[17],"from":[18],"environmental":[19,118],"sciences.":[20],"Crucial":[21],"for":[22,67],"temporal":[27,53],"are":[29],"scale":[32,48],"and":[33,49,55,72,87,104],"starting":[35,50,73],"points":[36],"one":[37],"is":[38],"looking":[39],"at.":[40],"Our":[41],"makes":[43],"no":[44],"assumption":[45],"about":[46],"position":[51],"consists":[56],"three":[58],"main":[59],"steps:":[60],"an":[61],"algorithm":[62],"to":[63,110],"compute":[64],"statistical":[65],"values":[66],"all":[68],"possible":[69],"scales":[71],"positions":[74],"intervals,":[76],"visual":[77],"identification":[78],"potentially":[80],"matrix":[85],"visualization,":[86],"interactive":[88],"exploration":[89],"detected":[91],"patterns.":[92],"demonstrate":[94],"utility":[96],"this":[98],"two":[101],"scientific":[102],"scenarios":[103],"explain":[105],"how":[106],"it":[107],"allowed":[108],"scientists":[109],"gain":[111],"new":[112],"insight":[113],"into":[114],"dynamics":[116],"systems.":[119]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2023764148","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5}],"updated_date":"2024-12-10T06:50:51.311992","created_date":"2016-06-24"}