{"id":"https://openalex.org/W2110645766","doi":"https://doi.org/10.1145/1654059.1654075","title":"Terascale data organization for discovering multivariate climatic trends","display_name":"Terascale data organization for discovering multivariate climatic trends","publication_year":2009,"publication_date":"2009-11-14","ids":{"openalex":"https://openalex.org/W2110645766","doi":"https://doi.org/10.1145/1654059.1654075","mag":"2110645766"},"language":"en","primary_location":{"id":"doi:10.1145/1654059.1654075","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1654059.1654075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis","raw_type":"proceedings-article"},"type":"conference-paper","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/A5108094134","display_name":"Wesley Kendall","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wesley Kendall","raw_affiliation_strings":["The University of Tennessee, Knoxville, TN","The University of Tennessee, Knoxville, TN#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Tennessee, Knoxville, TN","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"The University of Tennessee, Knoxville, TN#TAB#","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009763506","display_name":"Markus Glatter","orcid":null},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Markus Glatter","raw_affiliation_strings":["The University of Tennessee, Knoxville, TN","The University of Tennessee, Knoxville, TN#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Tennessee, Knoxville, TN","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"The University of Tennessee, Knoxville, TN#TAB#","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041484012","display_name":"Jian Huang","orcid":"https://orcid.org/0000-0002-9288-0505"},"institutions":[{"id":"https://openalex.org/I75027704","display_name":"University of Tennessee at Knoxville","ror":"https://ror.org/020f3ap87","country_code":"US","type":"education","lineage":["https://openalex.org/I75027704"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Huang","raw_affiliation_strings":["The University of Tennessee, Knoxville, TN","The University of Tennessee, Knoxville, TN#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Tennessee, Knoxville, TN","institution_ids":["https://openalex.org/I75027704"]},{"raw_affiliation_string":"The University of Tennessee, Knoxville, TN#TAB#","institution_ids":["https://openalex.org/I75027704"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057612088","display_name":"Tom Peterka","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tom Peterka","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044270964","display_name":"Robert Latham","orcid":"https://orcid.org/0000-0002-5285-6375"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Latham","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036808423","display_name":"Robert Ross","orcid":"https://orcid.org/0000-0002-5435-5857"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Ross","raw_affiliation_strings":["Argonne National Laboratory, Argonne, IL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, Argonne, IL","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.992900013923645,"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":0.992900013923645,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9879000186920166,"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/T13398","display_name":"Data Analysis with R","score":0.9666000008583069,"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/terabyte","display_name":"Terabyte","score":0.9178814888000488},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8604112863540649},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6559096574783325},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.623370349407196},{"id":"https://openalex.org/keywords/climate-science","display_name":"Climate science","score":0.6045820116996765},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5625928640365601},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5437461137771606},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5044852495193481},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4738757312297821},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.46315398812294006},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34733861684799194},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1875402331352234},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.17530742287635803}],"concepts":[{"id":"https://openalex.org/C199683683","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Terabyte","level":2,"score":0.9178814888000488},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8604112863540649},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6559096574783325},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.623370349407196},{"id":"https://openalex.org/C2986440788","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climate science","level":3,"score":0.6045820116996765},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5625928640365601},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5437461137771606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5044852495193481},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4738757312297821},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.46315398812294006},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34733861684799194},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1875402331352234},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.17530742287635803},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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:10.1145/1654059.1654075","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1654059.1654075","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.727.6207","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.727.6207","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mcs.anl.gov/%7Etpeterka/papers/kendall-sc09-paper.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G1598469615","display_name":null,"funder_award_id":"CNS-0437508ACI-0329323","funder_id":"https://openalex.org/F4320337563","funder_display_name":"Division of Advanced Cyberinfrastructure"},{"id":"https://openalex.org/G1644735751","display_name":null,"funder_award_id":"CNS-0437508ACI-0329323","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"},{"id":"https://openalex.org/G2215806453","display_name":null,"funder_award_id":"DEFG02-04ER25610","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"},{"id":"https://openalex.org/F4320337563","display_name":"Division of Advanced Cyberinfrastructure","ror":"https://ror.org/04nh1dc89"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1556372880","https://openalex.org/W1978617972","https://openalex.org/W1987822482","https://openalex.org/W2012255008","https://openalex.org/W2017867388","https://openalex.org/W2021365919","https://openalex.org/W2030807662","https://openalex.org/W2047995884","https://openalex.org/W2070987480","https://openalex.org/W2087307037","https://openalex.org/W2096945381","https://openalex.org/W2097590615","https://openalex.org/W2115314149","https://openalex.org/W2128492388","https://openalex.org/W2130836080","https://openalex.org/W2133229881","https://openalex.org/W2136730689","https://openalex.org/W2142365099","https://openalex.org/W2142856765","https://openalex.org/W2144907267","https://openalex.org/W2148775223","https://openalex.org/W2156077349","https://openalex.org/W2157025482","https://openalex.org/W2162126826","https://openalex.org/W2169175194","https://openalex.org/W2171906548","https://openalex.org/W2229412420","https://openalex.org/W2903691225","https://openalex.org/W3112434596","https://openalex.org/W6679318813","https://openalex.org/W6682828673","https://openalex.org/W6684627900"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"Current":[0],"visualization":[1,66],"tools":[2],"lack":[3],"the":[4,37,70,103],"ability":[5],"to":[6,63,101,110],"perform":[7],"full-range":[8],"spatial":[9],"and":[10,25,36,41,61,84,94],"temporal":[11],"analysis":[12,42,93],"on":[13,27,107,113],"terascale":[14],"scientific":[15],"datasets.":[16],"Two":[17],"key":[18,87],"reasons":[19],"exist":[20],"for":[21],"this":[22],"shortcoming:":[23],"I/O":[24,59],"postprocessing":[26],"these":[28,55,108],"datasets":[29],"are":[30],"being":[31],"performed":[32],"in":[33,48,89],"suboptimal":[34],"manners,":[35],"subsequent":[38],"data":[39,83],"extraction":[40],"routines":[43],"have":[44],"not":[45],"been":[46],"studied":[47],"depth":[49],"at":[50],"large":[51],"scales.":[52],"We":[53,68],"resolved":[54],"issues":[56,88],"through":[57],"advanced":[58],"techniques":[60],"improvements":[62],"current":[64],"query-driven":[65],"methods.":[67],"show":[69],"efficiency":[71],"of":[72,80],"our":[73],"approach":[74],"by":[75],"analyzing":[76],"over":[77],"a":[78,114],"terabyte":[79],"multivariate":[81],"satellite":[82],"addressing":[85],"two":[86],"climate":[90],"science:":[91],"time-lag":[92],"drought":[95],"assessment.":[96],"Our":[97],"methods":[98],"allowed":[99],"us":[100],"reduce":[102],"end-to-end":[104],"execution":[105],"times":[106],"problems":[109],"one":[111],"minute":[112],"Cray":[115],"XT4":[116],"machine.":[117]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}