{"id":"https://openalex.org/W2900744481","doi":"https://doi.org/10.1109/igarss.2018.8518312","title":"Open Data Cube Products Using High-Dimensional Statistics of Time Series","display_name":"Open Data Cube Products Using High-Dimensional Statistics of Time Series","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2900744481","doi":"https://doi.org/10.1109/igarss.2018.8518312","mag":"2900744481"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2018.8518312","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8518312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 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/A5102981295","display_name":"Dale Roberts","orcid":"https://orcid.org/0000-0002-1369-2232"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dale Roberts","raw_affiliation_strings":["Australian National University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Australian National University","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028245667","display_name":"Bex Dunn","orcid":"https://orcid.org/0000-0001-7747-8246"},"institutions":[{"id":"https://openalex.org/I1331816111","display_name":"Geoscience Australia","ror":"https://ror.org/04ge02x20","country_code":"AU","type":"government","lineage":["https://openalex.org/I1331816111","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bex Dunn","raw_affiliation_strings":["Geoscience Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geoscience Australia","institution_ids":["https://openalex.org/I1331816111"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020380417","display_name":"Norman Mueller","orcid":"https://orcid.org/0000-0002-8533-7969"},"institutions":[{"id":"https://openalex.org/I1331816111","display_name":"Geoscience Australia","ror":"https://ror.org/04ge02x20","country_code":"AU","type":"government","lineage":["https://openalex.org/I1331816111","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Norman Mueller","raw_affiliation_strings":["Geoscience Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Geoscience Australia","institution_ids":["https://openalex.org/I1331816111"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5622,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.83740308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"8647","last_page":"8650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9825000166893005,"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":0.9825000166893005,"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/T10770","display_name":"Soil Geostatistics and Mapping","score":0.9817000031471252,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9592999815940857,"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/series","display_name":"Series (stratigraphy)","score":0.7070903182029724},{"id":"https://openalex.org/keywords/data-cube","display_name":"Data cube","score":0.698184609413147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6502057313919067},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5315508842468262},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5229947566986084},{"id":"https://openalex.org/keywords/cube","display_name":"Cube (algebra)","score":0.4373735785484314},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42696431279182434},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3778327405452728},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.161828875541687},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1497330665588379},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1476198434829712},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10761061310768127},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.095823734998703}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7070903182029724},{"id":"https://openalex.org/C78168278","wikidata":"https://www.wikidata.org/wiki/Q5227269","display_name":"Data cube","level":2,"score":0.698184609413147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6502057313919067},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5315508842468262},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5229947566986084},{"id":"https://openalex.org/C53051483","wikidata":"https://www.wikidata.org/wiki/Q861555","display_name":"Cube (algebra)","level":2,"score":0.4373735785484314},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42696431279182434},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3778327405452728},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.161828875541687},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1497330665588379},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1476198434829712},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10761061310768127},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.095823734998703},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss.2018.8518312","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8518312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/294022","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/294022","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1526740462","https://openalex.org/W1968563567","https://openalex.org/W2000648382","https://openalex.org/W2031600437","https://openalex.org/W2043962305","https://openalex.org/W2087552587","https://openalex.org/W2090491989","https://openalex.org/W2106584184","https://openalex.org/W2120146794","https://openalex.org/W2158864811","https://openalex.org/W2605433586","https://openalex.org/W2742452911","https://openalex.org/W6631576663"],"related_works":["https://openalex.org/W2087724950","https://openalex.org/W2366586806","https://openalex.org/W2407777725","https://openalex.org/W1969639826","https://openalex.org/W1582972698","https://openalex.org/W2352476121","https://openalex.org/W2355987888","https://openalex.org/W1964212383","https://openalex.org/W2161001463","https://openalex.org/W2168477359"],"abstract_inverted_index":{"We":[0,34],"describe":[1],"some":[2],"new":[3,40],"techniques":[4],"based":[5],"on":[6,24],"high-dimensional":[7],"statistics":[8],"of":[9,38],"time":[10],"series":[11],"to":[12],"create":[13],"continental-scale":[14],"products":[15],"from":[16],"Earth":[17,32],"Observation":[18],"data.":[19],"These":[20],"methods":[21],"are":[22],"developed":[23],"the":[25],"Australian":[26],"Open":[27],"Data":[28],"Cube":[29],"called":[30],"`Digital":[31],"Australia'.":[33],"provide":[35],"an":[36],"overview":[37],"these":[39],"`second":[41],"order'":[42],"statistical":[43],"algorithms":[44],"and":[45],"show":[46],"how":[47],"they":[48],"can":[49],"be":[50],"used":[51],"in":[52],"various":[53],"ways.":[54]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}