{"id":"https://openalex.org/W2049751251","doi":"https://doi.org/10.1109/igarss.2013.6723575","title":"A 4-dimensional approach to image time series visualization and analysis","display_name":"A 4-dimensional approach to image time series visualization and analysis","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W2049751251","doi":"https://doi.org/10.1109/igarss.2013.6723575","mag":"2049751251"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2013.6723575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS","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/A5087668203","display_name":"Francesca Bovolo","orcid":"https://orcid.org/0000-0003-3104-7656"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"F. Bovolo","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento Via Sommarive, Trento, Italy","Department of Information Engineering and Computer Science, University of Trento , Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento Via Sommarive, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento , Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006095323","display_name":"Lorenzo Bruzzone","orcid":"https://orcid.org/0000-0002-6036-459X"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"L. Bruzzone","raw_affiliation_strings":["Department of Information Engineering and Computer Science, University of Trento Via Sommarive, Trento, Italy","Department of Information Engineering and Computer Science, University of Trento , Trento, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento Via Sommarive, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]},{"raw_affiliation_string":"Department of Information Engineering and Computer Science, University of Trento , Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087668203"],"corresponding_institution_ids":["https://openalex.org/I193223587"],"apc_list":null,"apc_paid":null,"fwci":0.3209,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67468808,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3467","last_page":"3470"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.9776999950408936,"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/series","display_name":"Series (stratigraphy)","score":0.7458939552307129},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6826291084289551},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.580824613571167},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5715003609657288},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5255153179168701},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5104967355728149},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4695713520050049},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4457128345966339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40952539443969727},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3820236921310425},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36060863733291626},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34527063369750977},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32993608713150024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25078466534614563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23181113600730896},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10784041881561279}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7458939552307129},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6826291084289551},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.580824613571167},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5715003609657288},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5255153179168701},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5104967355728149},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4695713520050049},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4457128345966339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40952539443969727},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3820236921310425},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36060863733291626},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34527063369750977},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32993608713150024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25078466534614563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23181113600730896},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10784041881561279},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2013.6723575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2013.6723575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/98468","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/98468","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2042645898","https://openalex.org/W2108713782","https://openalex.org/W2118116484","https://openalex.org/W2128117981"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W1965329638","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"In":[0],"this":[1],"manuscript":[2],"introduces":[3],"a":[4,23,35,77,105,120,141],"novel":[5,42],"4":[6],"dimensional":[7],"tool":[8,18,54,101],"for":[9,25,38,44,140],"visualizing":[10],"and":[11,34,96],"analyzing":[12],"long":[13,31,106],"time":[14,32,50,72,107],"series.":[15,51],"The":[16,52,94],"proposed":[17,53,100],"is":[19,55,102],"thought":[20],"to":[21,133],"be":[22],"support":[24],"an":[26],"intuitive":[27],"visual":[28],"analysis":[29],"of":[30,41,74,87,98,109,123,143],"series":[33,108],"starting":[36],"point":[37],"the":[39,58,71,81,85,91,99],"definition":[40],"methods":[43],"automatic":[45],"image":[46],"information":[47],"mining":[48],"in":[49,80],"based":[56],"on":[57,104],"mathematical":[59],"smooth":[60],"space":[61,78],"curve":[62],"known":[63],"as":[64,76],"helix.":[65],"This":[66],"choice":[67],"aims":[68],"at":[69],"preserving":[70],"neighborhood":[73,79],"acquisitions":[75],"4D":[82],"representation":[83],"(e.g.,":[84],"proximity":[86],"subsequent":[88],"days":[89],"over":[90],"New":[92],"Year).":[93],"impact":[95],"usefulness":[97],"validated":[103],"MODIS":[110],"Terra":[111],"Surface":[112],"Reflectance":[113],"Daily":[114],"L2G":[115],"Global":[116],"(MOD09GA)":[117],"products":[118],"with":[119],"spatial":[121],"resolution":[122],"500m":[124],"acquired":[125],"from":[126],"1":[127],"<sup":[128,135],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[129,136],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">st</sup>":[130,137],"January":[131],"2005":[132],"31":[134],"December":[138],"2012":[139],"total":[142],"2845images.":[144]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
