{"id":"https://openalex.org/W3216668683","doi":"https://doi.org/10.5281/zenodo.5569810","title":"Creating a Permafrost Discovery Gateway - Providing Researchers and the Public with access to arctic data","display_name":"Creating a Permafrost Discovery Gateway - Providing Researchers and the Public with access to arctic data","publication_year":2021,"publication_date":"2021-10-14","ids":{"openalex":"https://openalex.org/W3216668683","doi":"https://doi.org/10.5281/zenodo.5569810","mag":"3216668683"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.5569810","doi":"https://doi.org/10.5281/zenodo.5569810","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.5569810","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.5569810","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071552821","display_name":"Todd Nicholson","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholson, Todd","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034386740","display_name":"Luigi Marini","orcid":"https://orcid.org/0000-0002-8511-0211","observed_orcids":["https://orcid.org/0000-0002-8511-0211"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marini, Luigi","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059328010","display_name":"Kenton G. McHenry","orcid":"https://orcid.org/0000-0003-0367-2550","observed_orcids":["https://orcid.org/0000-0003-0367-2550"]},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"McHenry, Kenton","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019050529","display_name":"Chandi Witharana","orcid":"https://orcid.org/0000-0002-7587-535X","observed_orcids":["https://orcid.org/0000-0002-7587-535X"]},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Witharana, Chandi","raw_affiliation_strings":["University of Connecticut"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Connecticut","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017815003","display_name":"Rajitha Udawalpola","orcid":"https://orcid.org/0000-0002-3521-1508","observed_orcids":["https://orcid.org/0000-0002-3521-1508"]},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Udawalpola, Rajitha","raw_affiliation_strings":["University of Connecticut"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Connecticut","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Walker, Lauren","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walker, Lauren","raw_affiliation_strings":["University of California Santa Barbara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jones, Matt","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jones, Matt","raw_affiliation_strings":["University of California Santa Barbara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038721388","display_name":"Robyn Thiessen-Bock","orcid":"https://orcid.org/0000-0002-1615-3963","observed_orcids":["https://orcid.org/0000-0002-1615-3963"]},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thiessen-Bock, Robyn","raw_affiliation_strings":["University of California Santa Barbara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045565461","display_name":"Ingmar Nitze","orcid":"https://orcid.org/0000-0002-1165-6852","observed_orcids":["https://orcid.org/0000-0002-1165-6852"]},"institutions":[{"id":"https://openalex.org/I127251866","display_name":"Alfred-Wegener-Institut Helmholtz-Zentrum f\u00fcr Polar- und Meeresforschung","ror":"https://ror.org/032e6b942","country_code":"DE","type":"facility","lineage":["https://openalex.org/I127251866","https://openalex.org/I1305996414"]},{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nitze, Ingmar","raw_affiliation_strings":["Alfred Wegener Institute \u2013 Helmholtz Centre for Polar and Marine Research, Potsdam, Germany and Universit\u00e4t Potsdam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfred Wegener Institute \u2013 Helmholtz Centre for Polar and Marine Research, Potsdam, Germany and Universit\u00e4t Potsdam","institution_ids":["https://openalex.org/I127251866","https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111671550","display_name":"Gala Wind","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210124779","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80","country_code":"US","type":"government","lineage":["https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wind, Gala","raw_affiliation_strings":["NASA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NASA","institution_ids":["https://openalex.org/I4210124779"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jones, Chris","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jones, Chris","raw_affiliation_strings":["University of California Santa Barbara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056688222","display_name":"Anna Liljedahl","orcid":"https://orcid.org/0000-0001-7114-6443","observed_orcids":["https://orcid.org/0000-0001-7114-6443"]},"institutions":[{"id":"https://openalex.org/I1313003366","display_name":"Woodwell Climate Research Center","ror":"https://ror.org/04cvvej54","country_code":"US","type":"other","lineage":["https://openalex.org/I1313003366"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liljedahl, Anna","raw_affiliation_strings":["Woodwell Climate Research Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Woodwell Climate Research Institute","institution_ids":["https://openalex.org/I1313003366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11333","display_name":"Climate change and permafrost","score":0.9526000022888184,"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"}},"topics":[{"id":"https://openalex.org/T11333","display_name":"Climate change and permafrost","score":0.9526000022888184,"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/T14427","display_name":"Environmental Monitoring and Data Management","score":0.011300000362098217,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"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/T10757","display_name":"Geographic Information Systems Studies","score":0.0031999999191612005,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/permafrost","display_name":"permafrost","score":0.8579999804496765},{"id":"https://openalex.org/keywords/arctic","display_name":"Arctic","score":0.6330000162124634},{"id":"https://openalex.org/keywords/science-gateways","display_name":"science gateways","score":0.9049999713897705},{"id":"https://openalex.org/keywords/permafrost-thaw","display_name":"permafrost thaw","score":0.6209999918937683},{"id":"https://openalex.org/keywords/maple","display_name":"maple","score":0.6340000033378601},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.824999988079071},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"satellite imagery","score":0.5559999942779541},{"id":"https://openalex.org/keywords/landsat","display_name":"Landsat","score":0.75},{"id":"https://openalex.org/keywords/lake-area-change","display_name":"lake area change","score":0.8790000081062317},{"id":"https://openalex.org/keywords/fire-scars","display_name":"fire scars","score":0.9700000286102295},{"id":"https://openalex.org/keywords/retrogressive-thaw-slumps","display_name":"retrogressive thaw slumps","score":0.9990000128746033},{"id":"https://openalex.org/keywords/geospatial-data-visualization","display_name":"geospatial data visualization","score":0.8040000200271606},{"id":"https://openalex.org/keywords/cesium","display_name":"cesium","score":0.8379999995231628},{"id":"https://openalex.org/keywords/kubernetes","display_name":"Kubernetes","score":0.8090000152587891},{"id":"https://openalex.org/keywords/gpu-computing","display_name":"GPU computing","score":0.6000000238418579},{"id":"https://openalex.org/keywords/google-earth-engine","display_name":"Google Earth Engine","score":0.6579999923706055}],"concepts":[{"id":"https://openalex.org/C2777710495","wikidata":"https://www.wikidata.org/wiki/Q5527195","display_name":"Gateway (web page)","level":2,"score":0.7601109743118286},{"id":"https://openalex.org/C15098985","wikidata":"https://www.wikidata.org/wiki/Q179918","display_name":"Permafrost","level":2,"score":0.7135688066482544},{"id":"https://openalex.org/C518008717","wikidata":"https://www.wikidata.org/wiki/Q25322","display_name":"Arctic","level":2,"score":0.5130375623703003},{"id":"https://openalex.org/C2982933515","wikidata":"https://www.wikidata.org/wiki/Q104381823","display_name":"Public access","level":2,"score":0.4899555742740631},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.42627471685409546},{"id":"https://openalex.org/C3018378255","wikidata":"https://www.wikidata.org/wiki/Q25322","display_name":"The arctic","level":2,"score":0.41710084676742554},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.403281569480896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35688674449920654},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.31193262338638306},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.30144035816192627},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17106279730796814},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.13958436250686646},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10684475302696228}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5281/zenodo.5569810","doi":"https://doi.org/10.5281/zenodo.5569810","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.5569810","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},{"id":"doi:10.5281/zenodo.5569811","doi":"https://doi.org/10.5281/zenodo.5569811","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.5569811","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},{"id":"mag:3216668683","doi":null,"is_oa":false,"landing_page_url":"https://zenodo.org/record/5569811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.5281/zenodo.5569810","doi":"https://doi.org/10.5281/zenodo.5569810","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.5569810","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.46149998903274536,"id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3137076121","https://openalex.org/W3015321026","https://openalex.org/W3207242764","https://openalex.org/W7166347891","https://openalex.org/W3101832676","https://openalex.org/W4214836092","https://openalex.org/W7118084876","https://openalex.org/W4406886318","https://openalex.org/W7014522419","https://openalex.org/W4387835421"],"abstract_inverted_index":{"Warming":[0],"climate":[1],"is":[2,21,32,140,145,394],"causing":[3],"rapid":[4],"and":[5,42,50,55,81,93,161,184,213,219,249,267,314,357,376],"significant":[6],"change":[7],"to":[8,33,47,72,264,349,362,386,395,407],"permafrost":[9,95,198,388],"in":[10,134,223,336,368],"the":[11,28,36,51,60,99,130,143,168,191,196,260,282,287,315,337,358,363,369,373,412,415],"Arctic":[12,100,112,197,271,416],"region.":[13,101,199,417],"Fortunately":[14],"a":[15,69,155,234,300,383],"large":[16,63],"quantity":[17],"of":[18,27,38,62,85,178,242,270,286,297,317,371,414],"satellite":[19,91],"data":[20,65,127,221,272,293,318,374],"available":[22],"for":[23,111,403],"analysis.":[24],"The":[25,137,159],"goal":[26,393],"Permafrost":[29,113],"Discovery":[30],"Gateway":[31],"a)":[34],"enable":[35,265],"creation":[37],"pan-Arctic":[39],"geospatial":[40,64,176,220,289],"products":[41,246,273],"b)":[43],"make":[44],"them":[45],"accessible":[46],"both":[48,79],"scientists":[49],"public":[52],"through":[53,209],"visualization":[54,269,278],"analysis":[56,107,222,316],"tools.":[57],"To":[58],"achieve":[59],"development":[61],"we":[66,174,230],"are":[67,202,207,334,347,367],"building":[68],"science":[70],"gateway":[71],"manage":[73],"hybrid":[74],"machine":[75,217],"learning":[76,218],"pipelines":[77],"using":[78,216,299],"Cloud":[80],"HPC":[82],"Resources.":[83],"Part":[84],"this":[86],"pipeline":[87],"takes":[88],"high":[89,104,123],"resolution":[90,124],"imagery":[92,126],"maps":[94],"thaw":[96,186],"features":[97],"across":[98,195],"This":[102],"novel":[103],"performance":[105],"image":[106,141],"framework,":[108],"Mapping":[109],"application":[110],"Land":[114],"Environment":[115],"(MAPLE),":[116],"detects":[117],"ice":[118],"wedge":[119],"polygons":[120],"from":[121,319,399],"very":[122],"optical":[125],"archived":[128],"at":[129],"Polar":[131],"Geospatial":[132],"Center,":[133],"three":[135],"steps.":[136],"first":[138,160],"step":[139],"preprocessing,":[142],"second":[144],"DLCNN":[146,169],"(Deep":[147],"Learning":[148],"Convolutional":[149],"Neural":[150],"Network)":[151],"prediction,":[152],"followed":[153],"by":[154],"third":[156,162,277],"post-processing":[157],"step.":[158,378],"steps":[163],"have":[164,309],"CPU":[165],"implementations,":[166],"but":[167],"requires":[170],"GPU":[171,332,345],"resources.":[172],"Furthermore":[173],"create":[175],"datasets":[177,201],"lake":[179],"area":[180],"change,":[181],"fire":[182],"scars":[183],"retrogressive":[185],"slumps,":[187],"which":[188,206],"occurred":[189],"over":[190,247,274],"past":[192],"20":[193],"years":[194],"These":[200],"based":[203],"on":[204,294,304],"Landsat,":[205],"pre-processed":[208],"Google":[210,320],"Earth":[211,262,321],"Engine":[212],"further":[214],"analyzed":[215],"an":[224,295],"automated":[225],"processing":[226,377],"pipeline.":[227],"For":[228],"visualization,":[229],"incorporate":[231,259],"Cesium":[232],"as":[233,253,323,354],"3D":[235],"tile-based":[236],"Imagery":[237],"Viewer":[238,263],"that":[239,328,343],"allows":[240],"exploration":[241],"pan-Arctic,":[243],"sub-meter":[244],"map":[245,255],"time":[248],"can":[250],"be":[251],"exported":[252],"publication-quality":[254],"images.":[256],"We":[257,291,308,366],"also":[258],"Fluid":[261],"global":[266],"regional":[268],"time.":[275],"A":[276],"tool":[279],"will":[280],"include":[281],"2D-4D":[283],"graph":[284],"plotting":[285],"big":[288],"data.":[290],"host":[292],"instance":[296],"Clowder":[298,324,339,364],"Kubernetes":[301],"cluster":[302],"hosted":[303],"NCSA":[305],"Radiant":[306],"Openstack.":[307],"adapted":[310],"existing":[311],"workflows":[312],"(MAPLE":[313],"engine)":[322],"information":[325],"extractors.":[326],"Jobs":[327],"do":[329],"not":[330],"require":[331,344],"resources":[333,346],"executed":[335],"local":[338],"cluster,":[340],"while":[341],"those":[342],"submitted":[348],"external":[350],"clusters":[351],",":[352],"such":[353],"XSEDE":[355],"Bridges2,":[356],"results":[359],"uploaded":[360],"back":[361],"instance.":[365],"process":[370],"automating":[372],"ingestion":[375],"Together,":[379],"these":[380,401],"components":[381],"provide":[382],"starting":[384],"environment":[385],"support":[387],"science.":[389],"Our":[390],"long":[391],"term":[392],"apply":[396],"lessons":[397],"learned":[398],"implementing":[400],"solutions":[402],"specific":[404],"use":[405],"cases":[406],"other":[408],"research":[409],"questions":[410],"around":[411],"study":[413]},"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2021-12-06T00:00:00"}