{"id":"https://openalex.org/W7134046505","doi":"https://doi.org/10.1007/s42979-026-04845-5","title":"A Science Gateway Approach to Decision Support","display_name":"A Science Gateway Approach to Decision Support","publication_year":2026,"publication_date":"2026-03-06","ids":{"openalex":"https://openalex.org/W7134046505","doi":"https://doi.org/10.1007/s42979-026-04845-5"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-026-04845-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-04845-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-04845-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-04845-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090133713","display_name":"Suzanne A. Pierce","orcid":"https://orcid.org/0000-0002-3050-1987"},"institutions":[{"id":"https://openalex.org/I4210108547","display_name":"EarthTech International (United States)","ror":"https://ror.org/01mjdf856","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108547"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suzanne A. Pierce","raw_affiliation_strings":["Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA"],"raw_orcid":"https://orcid.org/0000-0002-3050-1987","affiliations":[{"raw_affiliation_string":"Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA","institution_ids":["https://openalex.org/I86519309","https://openalex.org/I4210108547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062679135","display_name":"Lissa Pearson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108547","display_name":"EarthTech International (United States)","ror":"https://ror.org/01mjdf856","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108547"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lissa Pearson","raw_affiliation_strings":["Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA","institution_ids":["https://openalex.org/I86519309","https://openalex.org/I4210108547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034985118","display_name":"Maximiliano Osorio","orcid":"https://orcid.org/0000-0002-3611-6510"},"institutions":[{"id":"https://openalex.org/I4210108547","display_name":"EarthTech International (United States)","ror":"https://ror.org/01mjdf856","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108547"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maximiliano Osorio","raw_affiliation_strings":["Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA","institution_ids":["https://openalex.org/I86519309","https://openalex.org/I4210108547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092841060","display_name":"Sal Tijerina","orcid":"https://orcid.org/0009-0001-9283-965X"},"institutions":[{"id":"https://openalex.org/I4210108547","display_name":"EarthTech International (United States)","ror":"https://ror.org/01mjdf856","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108547"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sal Tijerina","raw_affiliation_strings":["Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA","institution_ids":["https://openalex.org/I86519309","https://openalex.org/I4210108547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068691775","display_name":"Virginia Trueheart","orcid":"https://orcid.org/0000-0001-5751-860X"},"institutions":[{"id":"https://openalex.org/I4210108547","display_name":"EarthTech International (United States)","ror":"https://ror.org/01mjdf856","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108547"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Virginia Trueheart","raw_affiliation_strings":["Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA","institution_ids":["https://openalex.org/I86519309","https://openalex.org/I4210108547"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056065769","display_name":"Kasey M. Faust","orcid":"https://orcid.org/0000-0001-7986-4757"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kasey Faust","raw_affiliation_strings":["Department of Civil, Architectural, Environmental Engineering, The University of Texas at Austin, 110 Inner Campus Dr, Austin, 78712, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Architectural, Environmental Engineering, The University of Texas at Austin, 110 Inner Campus Dr, Austin, 78712, Texas, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128225402","display_name":"William Mobley","orcid":null},"institutions":[{"id":"https://openalex.org/I4210108547","display_name":"EarthTech International (United States)","ror":"https://ror.org/01mjdf856","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108547"]},{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Mobley","raw_affiliation_strings":["Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Advanced Computing Center, The University of Texas at Austin, 10100 Burnet, Austin, 78758, Texas, USA","institution_ids":["https://openalex.org/I86519309","https://openalex.org/I4210108547"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5090133713"],"corresponding_institution_ids":["https://openalex.org/I4210108547","https://openalex.org/I86519309"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26826512,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.05429999902844429,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.05429999902844429,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12766","display_name":"Interdisciplinary Research and Collaboration","score":0.02370000071823597,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10906","display_name":"AI-based Problem Solving and Planning","score":0.01899999938905239,"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/sociotechnical-system","display_name":"Sociotechnical system","score":0.7462999820709229},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7114999890327454},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5516999959945679},{"id":"https://openalex.org/keywords/gateway","display_name":"Gateway (web page)","score":0.4884999990463257},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.4293999969959259},{"id":"https://openalex.org/keywords/citizen-journalism","display_name":"Citizen journalism","score":0.32850000262260437}],"concepts":[{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.7462999820709229},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7114999890327454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7063000202178955},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5516999959945679},{"id":"https://openalex.org/C2777710495","wikidata":"https://www.wikidata.org/wiki/Q5527195","display_name":"Gateway (web page)","level":2,"score":0.4884999990463257},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47040000557899475},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4507000148296356},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.4293999969959259},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.32850000262260437},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.328000009059906},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.30320000648498535},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2953999936580658},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.289000004529953},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.2879999876022339},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.28139999508857727},{"id":"https://openalex.org/C2777455480","wikidata":"https://www.wikidata.org/wiki/Q1038171","display_name":"Participatory design","level":3,"score":0.25690001249313354},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2547999918460846},{"id":"https://openalex.org/C554579003","wikidata":"https://www.wikidata.org/wiki/Q474157","display_name":"Collaborative software","level":2,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-026-04845-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-04845-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-04845-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s42979-026-04845-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-04845-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-04845-5.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6600719094276428}],"awards":[{"id":"https://openalex.org/G2288691626","display_name":null,"funder_award_id":"DE-SC0023216","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G5816323382","display_name":"Planning for the Leadership-Class Computing Facility","funder_award_id":"1940979","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6746846871","display_name":null,"funder_award_id":"DE-SC0023216","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7397513787","display_name":null,"funder_award_id":"DE-SC0023216","funder_id":"https://openalex.org/F4320337509","funder_display_name":"Biological and Environmental Research"}],"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/F4320310620","display_name":"University of Texas at Austin","ror":"https://ror.org/00hj54h04"},{"id":"https://openalex.org/F4320332170","display_name":"Directorate for Engineering","ror":"https://ror.org/00b6sbb32"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337377","display_name":"Office of Advanced Cyberinfrastructure","ror":"https://ror.org/04nh1dc89"},{"id":"https://openalex.org/F4320337509","display_name":"Biological and Environmental Research","ror":"https://ror.org/0114b2m14"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7134046505.pdf","grobid_xml":"https://content.openalex.org/works/W7134046505.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1492272080","https://openalex.org/W1978394996","https://openalex.org/W1988510158","https://openalex.org/W2007959519","https://openalex.org/W2010793828","https://openalex.org/W2022738881","https://openalex.org/W2055737690","https://openalex.org/W2142133602","https://openalex.org/W2531139278","https://openalex.org/W2562631396","https://openalex.org/W2731998311","https://openalex.org/W2806723392","https://openalex.org/W2825777969","https://openalex.org/W2966210265","https://openalex.org/W3044681323","https://openalex.org/W3045203596","https://openalex.org/W3045301923","https://openalex.org/W3156001951","https://openalex.org/W3172252495","https://openalex.org/W3183787761","https://openalex.org/W4200582294","https://openalex.org/W4213009331","https://openalex.org/W4400334845","https://openalex.org/W4401462574","https://openalex.org/W4405418810","https://openalex.org/W4409157111","https://openalex.org/W4415729278","https://openalex.org/W6911962887","https://openalex.org/W7124686324"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Science":[1],"gateways":[2,171],"represent":[3],"pivotal":[4],"computational":[5,152,188],"infrastructure":[6,119],"for":[7,79,158,203],"deploying":[8],"environmental":[9,194,207],"decision":[10,65],"support":[11,66],"systems":[12],"that":[13,36,57,182],"address":[14],"complex":[15],"stakeholder":[16,91],"requirements":[17],"and":[18,61,85,127,148,164,196],"wicked":[19],"problems.":[20],"This":[21],"research":[22],"demonstrates":[23],"how":[24,169],"these":[25],"platforms":[26,177],"democratize":[27],"access":[28,198],"to":[29,93,132,161,199],"high-performance":[30],"computing":[31],"while":[32,186],"enabling":[33],"participatory":[34],"decision-making":[35,185],"integrates":[37],"community":[38,83,130],"knowledge":[39],"with":[40,111],"scientific":[41,95],"analysis.":[42],"We":[43],"developed":[44],"the":[45],"Decision":[46],"Pathways":[47],"Framework":[48],"(DPF),":[49],"a":[50,106],"three-phase":[51],"approach":[52,102],"implemented":[53],"through":[54,97,105],"Computational":[55],"Cookbooks":[56],"facilitate":[58],"rapid":[59],"prototyping":[60],"integration":[62],"of":[63,113,145],"flexible":[64],"capabilities":[67],"at":[68],"scale.":[69],"Our":[70],"methodology":[71],"employs":[72],"containerized":[73],"workflows":[74],"including":[75],"natural":[76],"language":[77],"processing":[78,122],"extracting":[80],"insights":[81],"from":[82,151],"narratives":[84],"semantic":[86,141],"linking":[87,129,142],"algorithms":[88],"connecting":[89],"qualitative":[90],"descriptions":[92],"quantitative":[94],"variables":[96],"standardized":[98],"naming":[99],"conventions.":[100],"The":[101,140],"is":[103],"validated":[104],"case":[107],"study":[108],"analyzing":[109],"interviews":[110],"members":[112],"an":[114],"Alaskan":[115],"village":[116],"regarding":[117],"Arctic":[118],"challenges,":[120],"successfully":[121],"themes":[123],"across":[124],"six":[125],"categories":[126],"automatically":[128],"observations":[131],"measurable":[133],"parameters":[134],"such":[135],"as":[136],"permafrost":[137],"thaw":[138],"rates.":[139],"enabled":[143],"recommendation":[144],"relevant":[146],"datasets":[147],"physics-based":[149],"models":[150],"catalogs,":[153],"significantly":[154],"reducing":[155],"technical":[156],"barriers":[157],"non-expert":[159],"users":[160],"build":[162],"visualizations":[163],"reports.":[165],"These":[166],"findings":[167],"demonstrate":[168],"science":[170],"can":[172],"evolve":[173],"beyond":[174],"job":[175],"submission":[176],"into":[178],"collaborative":[179,191],"sociotechnical":[180],"environments":[181],"preserve":[183],"community-centered":[184],"maintaining":[187],"rigor,":[189],"fostering":[190],"intelligence":[192],"in":[193],"management,":[195],"accelerating":[197],"advanced":[200],"analytical":[201],"tools":[202],"communities":[204],"facing":[205],"urgent":[206],"challenges.":[208]},"counts_by_year":[],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2026-03-07T00:00:00"}
