{"id":"https://openalex.org/W1989234260","doi":"https://doi.org/10.3390/rs70403986","title":"A Novel Technique for Time-Centric Analysis of Massive Remotely-Sensed Datasets","display_name":"A Novel Technique for Time-Centric Analysis of Massive Remotely-Sensed Datasets","publication_year":2015,"publication_date":"2015-04-02","ids":{"openalex":"https://openalex.org/W1989234260","doi":"https://doi.org/10.3390/rs70403986","mag":"1989234260"},"language":"en","primary_location":{"id":"doi:10.3390/rs70403986","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70403986","pdf_url":"https://www.mdpi.com/2072-4292/7/4/3986/pdf?version=1427960616","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/7/4/3986/pdf?version=1427960616","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017815741","display_name":"G. Grant","orcid":"https://orcid.org/0000-0003-1784-6945"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Glenn Grant","raw_affiliation_strings":["National Snow and Ice Data Center, University of Colorado, Boulder, CO 80309, USA"],"affiliations":[{"raw_affiliation_string":"National Snow and Ice Data Center, University of Colorado, Boulder, CO 80309, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021070729","display_name":"D. W. Gallaher","orcid":null},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Gallaher","raw_affiliation_strings":["National Snow and Ice Data Center, University of Colorado, Boulder, CO 80309, USA"],"affiliations":[{"raw_affiliation_string":"National Snow and Ice Data Center, University of Colorado, Boulder, CO 80309, USA","institution_ids":["https://openalex.org/I188538660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017815741"],"corresponding_institution_ids":["https://openalex.org/I188538660"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.7368,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74793595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7","issue":"4","first_page":"3986","last_page":"4001"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9972000122070312,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9972000122070312,"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":0.9937000274658203,"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/T10029","display_name":"Climate variability and models","score":0.979200005531311,"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/computer-science","display_name":"Computer science","score":0.8383849859237671},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5552934408187866},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5173303484916687},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.47153788805007935},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4588376581668854},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42080551385879517},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.39272958040237427},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32678717374801636},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16423115134239197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1187785267829895}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383849859237671},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5552934408187866},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5173303484916687},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.47153788805007935},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4588376581668854},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42080551385879517},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.39272958040237427},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32678717374801636},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16423115134239197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1187785267829895}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs70403986","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70403986","pdf_url":"https://www.mdpi.com/2072-4292/7/4/3986/pdf?version=1427960616","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c8c24bd94e3f476fbbde151eef6fb72c","is_oa":true,"landing_page_url":"https://doaj.org/article/c8c24bd94e3f476fbbde151eef6fb72c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 7, Iss 4, Pp 3986-4001 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/4/3986/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs70403986","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":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs70403986","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70403986","pdf_url":"https://www.mdpi.com/2072-4292/7/4/3986/pdf?version=1427960616","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1060389265","display_name":null,"funder_award_id":"0941442","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2190428944","display_name":null,"funder_award_id":"25125","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2463928044","display_name":null,"funder_award_id":"1546243","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5001680938","display_name":null,"funder_award_id":"1251257","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1989234260.pdf","grobid_xml":"https://content.openalex.org/works/W1989234260.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W47181680","https://openalex.org/W204143861","https://openalex.org/W1553038050","https://openalex.org/W1974235146","https://openalex.org/W1975369353","https://openalex.org/W2004399829","https://openalex.org/W2014215759","https://openalex.org/W2031694324","https://openalex.org/W2040912369","https://openalex.org/W2045067514","https://openalex.org/W2056908414","https://openalex.org/W2059672595","https://openalex.org/W2080941924","https://openalex.org/W2086418724","https://openalex.org/W2087769320","https://openalex.org/W2128112636","https://openalex.org/W2140534161","https://openalex.org/W2163114891","https://openalex.org/W2167663127","https://openalex.org/W2286500173","https://openalex.org/W2910917636","https://openalex.org/W3021631778","https://openalex.org/W4230361414","https://openalex.org/W4235207478","https://openalex.org/W4242631384","https://openalex.org/W4244147192","https://openalex.org/W6630437459"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W2965083567","https://openalex.org/W4235240664","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2089704382","https://openalex.org/W1983399550","https://openalex.org/W97075385","https://openalex.org/W2357523926"],"abstract_inverted_index":{"Analyzing":[0],"massive":[1],"remotely-sensed":[2,49],"datasets":[3,22],"presents":[4],"formidable":[5],"challenges.":[6],"The":[7,51,69,118,132],"volume":[8],"of":[9,20,66,71,103,109,139],"satellite":[10],"imagery":[11,105],"collected":[12],"often":[13],"outpaces":[14],"analytical":[15],"capabilities,":[16],"however":[17],"thorough":[18],"analyses":[19],"complete":[21],"may":[23],"provide":[24,55,120],"new":[25,57,149],"insights":[26],"into":[27,85,106],"processes":[28],"that":[29,81,165],"would":[30],"otherwise":[31],"be":[32],"unseen.":[33],"In":[34],"this":[35],"study":[36],"we":[37,99],"present":[38],"a":[39,56,72,77,86,107,121],"novel,":[40],"object-oriented":[41],"approach":[42],"to":[43,54],"storing,":[44],"retrieving,":[45],"and":[46,62,114,128,144],"analyzing":[47],"large":[48],"datasets.":[50],"objective":[52],"is":[53,75,152],"structure":[58],"for":[59,123,169],"scalable":[60],"storage":[61],"rapid,":[63],"Internet-based":[64],"analysis":[65,130,145],"climatology":[67],"data.":[68,117],"concept":[70],"\u201cdata":[73],"rod\u201d":[74],"introduced,":[76],"conceptual":[78],"data":[79,164],"object":[80],"organizes":[82],"time-series":[83],"information":[84,151],"temporally-oriented":[87],"vertical":[88],"column":[89],"at":[90],"any":[91],"given":[92],"location.":[93],"To":[94],"demonstrate":[95],"one":[96],"possible":[97],"use,":[98],"ingest":[100],"25":[101],"years":[102],"Greenland":[104],"series":[108],"pure-object":[110],"databases,":[111],"then":[112],"retrieve":[113],"analyze":[115],"the":[116,125,137,140,162],"results":[119],"basis":[122],"evaluating":[124],"database":[126,142],"performance":[127],"scientific":[129,150],"capabilities.":[131],"project":[133],"succeeds":[134],"in":[135,161],"demonstrating":[136],"effectiveness":[138],"prototype":[141],"architecture":[143],"approach,":[146],"not":[147],"because":[148,155],"discovered,":[153],"but":[154],"quality":[156],"control":[157],"issues":[158],"are":[159],"revealed":[160],"source":[163],"had":[166],"gone":[167],"undetected":[168],"years.":[170]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}