{"id":"https://openalex.org/W3007283024","doi":"https://doi.org/10.3390/ijgi9020119","title":"Geoweaver: Advanced Cyberinfrastructure for Managing Hybrid Geoscientific AI Workflows","display_name":"Geoweaver: Advanced Cyberinfrastructure for Managing Hybrid Geoscientific AI Workflows","publication_year":2020,"publication_date":"2020-02-21","ids":{"openalex":"https://openalex.org/W3007283024","doi":"https://doi.org/10.3390/ijgi9020119","mag":"3007283024"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi9020119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9020119","pdf_url":"https://www.mdpi.com/2220-9964/9/2/119/pdf?version=1582720597","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/9/2/119/pdf?version=1582720597","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014889794","display_name":"Ziheng Sun","orcid":"https://orcid.org/0000-0001-9810-0023"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziheng Sun","raw_affiliation_strings":["Center for Spatial Information Science and Systems, George Mason University, 4400 University Dr, Fairfax, VA 22030, USA"],"affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science and Systems, George Mason University, 4400 University Dr, Fairfax, VA 22030, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012116347","display_name":"Liping Di","orcid":"https://orcid.org/0000-0002-3953-9965"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Liping Di","raw_affiliation_strings":["Center for Spatial Information Science and Systems, George Mason University, 4400 University Dr, Fairfax, VA 22030, USA"],"affiliations":[{"raw_affiliation_string":"Center for Spatial Information Science and Systems, George Mason University, 4400 University Dr, Fairfax, VA 22030, USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002678825","display_name":"Annie Burgess","orcid":"https://orcid.org/0000-0002-6026-0336"},"institutions":[{"id":"https://openalex.org/I2802436485","display_name":"Earth Science Information Partners","ror":"https://ror.org/03q5xa910","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802436485"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Annie Burgess","raw_affiliation_strings":["Earth Science Information Partners (ESIP), Raleigh, NC 27612, USA"],"affiliations":[{"raw_affiliation_string":"Earth Science Information Partners (ESIP), Raleigh, NC 27612, USA","institution_ids":["https://openalex.org/I2802436485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009290470","display_name":"Jason A. Tullis","orcid":"https://orcid.org/0000-0002-1134-4373"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason A. Tullis","raw_affiliation_strings":["Department of Geosciences and Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR 72701, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences and Center for Advanced Spatial Technologies, University of Arkansas, Fayetteville, AR 72701, USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088099180","display_name":"Andrew Magill","orcid":"https://orcid.org/0000-0003-0084-9090"},"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":"Andrew B. Magill","raw_affiliation_strings":["Texas Advanced Computing Center, The University of Texas at Austin, Austin, TX 78712, USA"],"affiliations":[{"raw_affiliation_string":"Texas Advanced Computing Center, The University of Texas at Austin, Austin, TX 78712, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012116347"],"corresponding_institution_ids":["https://openalex.org/I162714631"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":11.9459,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.98140124,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"9","issue":"2","first_page":"119","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9998000264167786,"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/T11937","display_name":"Research Data Management Practices","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11719","display_name":"Data Quality and Management","score":0.9549000263214111,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8565685153007507},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.816441535949707},{"id":"https://openalex.org/keywords/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.7637131214141846},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.5615733861923218},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5373948812484741},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.5018548965454102},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.49843645095825195},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45374590158462524},{"id":"https://openalex.org/keywords/software-versioning","display_name":"Software versioning","score":0.4226375222206116},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3822571933269501},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37205034494400024},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3604263961315155},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.35082876682281494},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.3261626362800598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3229064345359802},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1365588903427124}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8565685153007507},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.816441535949707},{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.7637131214141846},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.5615733861923218},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5373948812484741},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.5018548965454102},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.49843645095825195},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45374590158462524},{"id":"https://openalex.org/C198140048","wikidata":"https://www.wikidata.org/wiki/Q10859422","display_name":"Software versioning","level":3,"score":0.4226375222206116},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3822571933269501},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37205034494400024},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3604263961315155},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.35082876682281494},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.3261626362800598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3229064345359802},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1365588903427124},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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":3,"locations":[{"id":"doi:10.3390/ijgi9020119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9020119","pdf_url":"https://www.mdpi.com/2220-9964/9/2/119/pdf?version=1582720597","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e4ef1e7e334a4729853317059ab46db1","is_oa":true,"landing_page_url":"https://doaj.org/article/e4ef1e7e334a4729853317059ab46db1","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":"ISPRS International Journal of Geo-Information, Vol 9, Iss 2, p 119 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/9/2/119/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi9020119","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":"ISPRS International Journal of Geo-Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi9020119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi9020119","pdf_url":"https://www.mdpi.com/2220-9964/9/2/119/pdf?version=1582720597","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"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":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5252594254","display_name":null,"funder_award_id":"AGS1740693","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5921281487","display_name":null,"funder_award_id":"number","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7923198729","display_name":"EarthCube Integration: CyberWay--Integrated Capabilities of EarthCube Building Blocks for Facilitating Cyber-based Innovative Way of Interdisciplinary Geoscience Studies","funder_award_id":"1740693","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8053113291","display_name":null,"funder_award_id":"1739705","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","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"},{"id":"https://openalex.org/F4320309029","display_name":"George Mason University","ror":"https://ror.org/02jqj7156"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3007283024.pdf","grobid_xml":"https://content.openalex.org/works/W3007283024.grobid-xml"},"referenced_works_count":101,"referenced_works":["https://openalex.org/W197230442","https://openalex.org/W1494137514","https://openalex.org/W1505316203","https://openalex.org/W1528140509","https://openalex.org/W1533861849","https://openalex.org/W1615716513","https://openalex.org/W1859126261","https://openalex.org/W1969736307","https://openalex.org/W1971683018","https://openalex.org/W1973814550","https://openalex.org/W1983833794","https://openalex.org/W1991895738","https://openalex.org/W2013019383","https://openalex.org/W2015652608","https://openalex.org/W2024828464","https://openalex.org/W2027230917","https://openalex.org/W2027287150","https://openalex.org/W2039929218","https://openalex.org/W2044049559","https://openalex.org/W2051265785","https://openalex.org/W2064675550","https://openalex.org/W2087369113","https://openalex.org/W2092882395","https://openalex.org/W2095483845","https://openalex.org/W2110086534","https://openalex.org/W2114296561","https://openalex.org/W2114669620","https://openalex.org/W2118023920","https://openalex.org/W2119081965","https://openalex.org/W2120286347","https://openalex.org/W2128832455","https://openalex.org/W2129753516","https://openalex.org/W2136482257","https://openalex.org/W2139709933","https://openalex.org/W2140157849","https://openalex.org/W2143054001","https://openalex.org/W2143612262","https://openalex.org/W2149140091","https://openalex.org/W2150291840","https://openalex.org/W2155622525","https://openalex.org/W2161353308","https://openalex.org/W2177959459","https://openalex.org/W2244992359","https://openalex.org/W2330637810","https://openalex.org/W2418729479","https://openalex.org/W2420646957","https://openalex.org/W2493670965","https://openalex.org/W2499381872","https://openalex.org/W2530443992","https://openalex.org/W2542459869","https://openalex.org/W2551131358","https://openalex.org/W2572857085","https://openalex.org/W2583993537","https://openalex.org/W2604713509","https://openalex.org/W2605502382","https://openalex.org/W2605516844","https://openalex.org/W2607097720","https://openalex.org/W2725897987","https://openalex.org/W2739413991","https://openalex.org/W2756515976","https://openalex.org/W2757776570","https://openalex.org/W2761434131","https://openalex.org/W2783197284","https://openalex.org/W2794284562","https://openalex.org/W2800893514","https://openalex.org/W2801412600","https://openalex.org/W2883743899","https://openalex.org/W2896998982","https://openalex.org/W2899989952","https://openalex.org/W2904030137","https://openalex.org/W2910240920","https://openalex.org/W2912361013","https://openalex.org/W2913323966","https://openalex.org/W2913649977","https://openalex.org/W2919115771","https://openalex.org/W2923222994","https://openalex.org/W2949117887","https://openalex.org/W2950849277","https://openalex.org/W2951163624","https://openalex.org/W2953384591","https://openalex.org/W2954992390","https://openalex.org/W2955890777","https://openalex.org/W2971827703","https://openalex.org/W2974527409","https://openalex.org/W2976179526","https://openalex.org/W2979666105","https://openalex.org/W2981038088","https://openalex.org/W2983047913","https://openalex.org/W3008574013","https://openalex.org/W3016717217","https://openalex.org/W3031740828","https://openalex.org/W3093218026","https://openalex.org/W3098773793","https://openalex.org/W3100944043","https://openalex.org/W3162616674","https://openalex.org/W3214993377","https://openalex.org/W6636456564","https://openalex.org/W6713134421","https://openalex.org/W6778554190","https://openalex.org/W6902362365","https://openalex.org/W6982728064"],"related_works":["https://openalex.org/W273500195","https://openalex.org/W2043019925","https://openalex.org/W4236056781","https://openalex.org/W4293768956","https://openalex.org/W2773781927","https://openalex.org/W2012360003","https://openalex.org/W2058748907","https://openalex.org/W2146567529","https://openalex.org/W3044499696","https://openalex.org/W2033959260"],"abstract_inverted_index":{"AI":[0,27,34,57,112,121,207],"(artificial":[1],"intelligence)-based":[2],"analysis":[3],"of":[4,11,66,76,110,164,204],"geospatial":[5],"data":[6,41,92],"has":[7],"gained":[8],"a":[9,49,83,101,129,139],"lot":[10],"attention.":[12],"Geospatial":[13],"datasets":[14],"are":[15],"multi-dimensional;":[16],"have":[17],"spatiotemporal":[18],"context;":[19],"exist":[20],"in":[21,142,201],"disparate":[22],"formats;":[23],"and":[24,37,43,96,123,125,174,181],"require":[25],"sophisticated":[26],"workflows":[28],"that":[29],"include":[30],"not":[31],"only":[32],"the":[33,77,108,119,162,178,202],"algorithm":[35],"training":[36,122],"testing,":[38,124],"but":[39],"also":[40],"preprocessing":[42],"result":[44],"post-processing.":[45],"This":[46,98],"complexity":[47],"poses":[48],"huge":[50],"challenge":[51],"when":[52],"it":[53],"comes":[54],"to":[55,70,106],"full-stack":[56,111],"workflow":[58,79,113],"management,":[59],"as":[60,196],"researchers":[61,183],"often":[62],"use":[63,140],"an":[64,197],"assortment":[65],"time-intensive":[67],"manual":[68],"operations":[69],"manage":[71],"their":[72],"projects.":[73],"However,":[74],"none":[75],"existing":[78],"management":[80],"software":[81],"provides":[82],"satisfying":[84],"solution":[85],"on":[86,186],"hybrid":[87],"resources,":[88],"full":[89],"file":[90],"access,":[91],"flow,":[93],"code":[94],"control,":[95],"provenance.":[97],"paper":[99],"introduces":[100],"new":[102],"system":[103],"named":[104],"Geoweaver":[105,144,159,194],"improve":[107],"efficiency":[109],"management.":[114],"It":[115],"supports":[116],"linking":[117],"all":[118],"preprocessing,":[120],"post-processing":[126],"steps":[127],"into":[128],"single":[130],"automated":[131],"workflow.":[132],"To":[133],"demonstrate":[134],"its":[135],"utility,":[136],"we":[137],"present":[138],"case":[141],"which":[143],"manages":[145],"end-to-end":[146],"deep":[147],"learning":[148],"for":[149,206],"in-time":[150],"crop":[151],"mapping":[152],"using":[153],"Landsat":[154],"data.":[155],"We":[156],"show":[157],"how":[158],"effectively":[160],"removes":[161],"tedium":[163],"managing":[165],"various":[166],"scripts,":[167],"code,":[168],"libraries,":[169],"Jupyter":[170],"Notebooks,":[171],"datasets,":[172],"servers,":[173],"platforms,":[175],"greatly":[176],"reducing":[177],"time,":[179],"cost,":[180],"effort":[182],"must":[184],"spend":[185],"such":[187],"AI-based":[188],"workflows.":[189],"The":[190],"concepts":[191],"demonstrated":[192],"through":[193],"serve":[195],"important":[198],"building":[199],"block":[200],"future":[203],"cyberinfrastructure":[205],"research.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
