{"id":"https://openalex.org/W2953621601","doi":"https://doi.org/10.3390/data4030092","title":"On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library","display_name":"On-Demand Processing of Data Cubes from Satellite Image Collections with the gdalcubes Library","publication_year":2019,"publication_date":"2019-06-28","ids":{"openalex":"https://openalex.org/W2953621601","doi":"https://doi.org/10.3390/data4030092","mag":"2953621601"},"language":"en","primary_location":{"id":"doi:10.3390/data4030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data4030092","pdf_url":"https://www.mdpi.com/2306-5729/4/3/92/pdf?version=1561712810","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/4/3/92/pdf?version=1561712810","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068355168","display_name":"Marius Appel","orcid":"https://orcid.org/0000-0001-5281-3896"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marius Appel","raw_affiliation_strings":["Institute for Geoinformatics, University of M\u00fcnster, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5281-3896","affiliations":[{"raw_affiliation_string":"Institute for Geoinformatics, University of M\u00fcnster, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054607061","display_name":"Edzer Pebesma","orcid":"https://orcid.org/0000-0001-8049-7069"},"institutions":[{"id":"https://openalex.org/I22465464","display_name":"University of M\u00fcnster","ror":"https://ror.org/00pd74e08","country_code":"DE","type":"education","lineage":["https://openalex.org/I22465464"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Edzer Pebesma","raw_affiliation_strings":["Institute for Geoinformatics, University of M\u00fcnster, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8049-7069","affiliations":[{"raw_affiliation_string":"Institute for Geoinformatics, University of M\u00fcnster, Heisenbergstra\u00dfe 2, 48149 M\u00fcnster, Germany","institution_ids":["https://openalex.org/I22465464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068355168"],"corresponding_institution_ids":["https://openalex.org/I22465464"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":14.5527,"has_fulltext":true,"cited_by_count":63,"citation_normalized_percentile":{"value":0.98854942,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"4","issue":"3","first_page":"92","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9779999852180481,"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":0.9779999852180481,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9359999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.74127197265625},{"id":"https://openalex.org/keywords/data-cube","display_name":"Data cube","score":0.6327832937240601},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5251241326332092},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.5184954404830933},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4897041618824005},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4773281216621399},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.46673381328582764},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4283725917339325},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4028377830982208},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4010334014892578},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09318619966506958}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.74127197265625},{"id":"https://openalex.org/C78168278","wikidata":"https://www.wikidata.org/wiki/Q5227269","display_name":"Data cube","level":2,"score":0.6327832937240601},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5251241326332092},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.5184954404830933},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4897041618824005},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4773281216621399},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.46673381328582764},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4283725917339325},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4028377830982208},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4010334014892578},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09318619966506958},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/data4030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data4030092","pdf_url":"https://www.mdpi.com/2306-5729/4/3/92/pdf?version=1561712810","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jdataj:v:4:y:2019:i:3:p:92-:d:243780","is_oa":false,"landing_page_url":"https://www.mdpi.com/2306-5729/4/3/92/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:1ce5bd99e20e4196a9c4c933e9d33f55","is_oa":true,"landing_page_url":"https://doaj.org/article/1ce5bd99e20e4196a9c4c933e9d33f55","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":"Data, Vol 4, Iss 3, p 92 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2306-5729/4/3/92/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/data4030092","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":"Data","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/data4030092","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data4030092","pdf_url":"https://www.mdpi.com/2306-5729/4/3/92/pdf?version=1561712810","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G6905410288","display_name":null,"funder_award_id":"396611854","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953621601.pdf","grobid_xml":"https://content.openalex.org/works/W2953621601.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1623781634","https://openalex.org/W1987822482","https://openalex.org/W2083036673","https://openalex.org/W2114993363","https://openalex.org/W2122982975","https://openalex.org/W2146292423","https://openalex.org/W2169251528","https://openalex.org/W2312997001","https://openalex.org/W2527672088","https://openalex.org/W2604239613","https://openalex.org/W2605433586","https://openalex.org/W2725897987","https://openalex.org/W2771417949","https://openalex.org/W2773549323","https://openalex.org/W2786138856","https://openalex.org/W2792826355","https://openalex.org/W2885254075","https://openalex.org/W2937702028","https://openalex.org/W2953013665","https://openalex.org/W3005299115","https://openalex.org/W3108538688"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W75281627"],"abstract_inverted_index":{"Earth":[0],"observation":[1],"data":[2,9,27,30,40,46,68,77,99,115,164,176,187],"cubes":[3,47,100,165],"are":[4,71,189],"increasingly":[5],"used":[6],"as":[7],"a":[8],"structure":[10],"to":[11,20,60],"make":[12],"large":[13,131],"collections":[14],"of":[15,45,97],"satellite":[16,102],"images":[17],"easily":[18],"accessible":[19],"scientists.":[21],"They":[22],"hide":[23],"complexities":[24],"in":[25,167],"the":[26,35,43,74,80,84,93,143,178],"such":[28],"that":[29,54,162],"users":[31,78,116],"can":[32,117],"concentrate":[33],"on":[34,39,73,121,127,137,145,184],"analysis":[36],"rather":[37],"than":[38],"management.":[41],"However,":[42],"construction":[44,94],"is":[48,196],"not":[49],"trivial":[50],"and":[51,88,95,105,142,151,155,171],"involves":[52],"decisions":[53],"must":[55],"be":[56],"taken":[57],"with":[58],"regard":[59],"any":[61],"particular":[62],"analyses.":[63],"This":[64],"paper":[65],"proposes":[66],"on-demand":[67,98,163],"cubes,":[69],"which":[70],"constructed":[72],"fly":[75],"when":[76],"process":[79],"data.":[81],"We":[82],"introduce":[83],"open-source":[85],"C++":[86],"library":[87],"R":[89],"package":[90],"gdalcubes":[91,168],"for":[92,173,193],"processing":[96,138],"from":[101],"image":[103],"collections,":[104],"show":[106],"how":[107,185],"it":[108],"supports":[109],"interactive":[110],"method":[111],"development":[112],"workflows":[113],"where":[114],"initially":[118],"try":[119],"methods":[120],"small":[122],"subsamples":[123],"before":[124],"running":[125],"analyses":[126],"high":[128],"resolution":[129],"and/or":[130],"areas.":[132],"Two":[133],"study":[134],"cases,":[135],"one":[136],"Sentinel-2":[139],"time":[140],"series":[141],"other":[144],"combining":[146,174],"vegetation,":[147],"land":[148],"surface":[149],"temperature,":[150],"precipitation":[152],"data,":[153],"demonstrate":[154],"evaluate":[156],"this":[157],"implementation.":[158],"While":[159],"results":[160],"suggest":[161],"implemented":[166],"support":[169],"interactivity":[170],"allow":[172],"multiple":[175],"products,":[177],"speed-up":[179],"effect":[180],"also":[181],"strongly":[182],"depends":[183],"original":[186],"products":[188],"organized.":[190],"The":[191],"potential":[192],"cloud":[194],"deployment":[195],"discussed.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
