{"id":"https://openalex.org/W3016495922","doi":"https://doi.org/10.3390/rs12081253","title":"An Overview of Platforms for Big Earth Observation Data Management and Analysis","display_name":"An Overview of Platforms for Big Earth Observation Data Management and Analysis","publication_year":2020,"publication_date":"2020-04-16","ids":{"openalex":"https://openalex.org/W3016495922","doi":"https://doi.org/10.3390/rs12081253","mag":"3016495922"},"language":"en","primary_location":{"id":"doi:10.3390/rs12081253","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12081253","pdf_url":"https://www.mdpi.com/2072-4292/12/8/1253/pdf?version=1587031835","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/8/1253/pdf?version=1587031835","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082223088","display_name":"Vitor C. F. Gomes","orcid":"https://orcid.org/0000-0003-3239-2160"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Vitor Gomes","raw_affiliation_strings":["C4ISR Division, Institute for Advanced Studies (IEAv), S\u00e3o Jos\u00e9 dos Campos, SP 12228-001, Brazil","Image Processing Division, National Institute for Space Research (INPE), S\u00e3o Jos\u00e9 dos Campos, SP 12227-010, Brazil"],"affiliations":[{"raw_affiliation_string":"C4ISR Division, Institute for Advanced Studies (IEAv), S\u00e3o Jos\u00e9 dos Campos, SP 12228-001, Brazil","institution_ids":[]},{"raw_affiliation_string":"Image Processing Division, National Institute for Space Research (INPE), S\u00e3o Jos\u00e9 dos Campos, SP 12227-010, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072692356","display_name":"Gilberto Ribeiro de Queiroz","orcid":"https://orcid.org/0000-0001-7534-0219"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gilberto Queiroz","raw_affiliation_strings":["Image Processing Division, National Institute for Space Research (INPE), S\u00e3o Jos\u00e9 dos Campos, SP 12227-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Image Processing Division, National Institute for Space Research (INPE), S\u00e3o Jos\u00e9 dos Campos, SP 12227-010, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086993472","display_name":"Karine Reis Ferreira","orcid":"https://orcid.org/0000-0003-2656-5504"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"Instituto Nacional de Pesquisas Espaciais","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Karine Ferreira","raw_affiliation_strings":["Image Processing Division, National Institute for Space Research (INPE), S\u00e3o Jos\u00e9 dos Campos, SP 12227-010, Brazil"],"affiliations":[{"raw_affiliation_string":"Image Processing Division, National Institute for Space Research (INPE), S\u00e3o Jos\u00e9 dos Campos, SP 12227-010, Brazil","institution_ids":["https://openalex.org/I80849659"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072692356","https://openalex.org/A5082223088","https://openalex.org/A5086993472"],"corresponding_institution_ids":["https://openalex.org/I80849659"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":121.7206,"has_fulltext":false,"cited_by_count":300,"citation_normalized_percentile":{"value":0.99983669,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"8","first_page":"1253","last_page":"1253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.2689000070095062,"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"}},"topics":[{"id":"https://openalex.org/T10757","display_name":"Geographic Information Systems Studies","score":0.2689000070095062,"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"}},{"id":"https://openalex.org/T14427","display_name":"Environmental Monitoring and Data Management","score":0.03099999949336052,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.02979999966919422,"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/big-data","display_name":"Big data","score":0.8014539480209351},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.7223767042160034},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.671169638633728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6383748054504395},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6138159036636353},{"id":"https://openalex.org/keywords/dissemination","display_name":"Dissemination","score":0.5046125650405884},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.48636892437934875},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43636777997016907},{"id":"https://openalex.org/keywords/earth-system-science","display_name":"Earth system science","score":0.42569172382354736},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.39489078521728516},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3253260850906372},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.29082173109054565},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21358439326286316},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14386975765228271},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.12002554535865784},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11521121859550476},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11140745878219604},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09167203307151794}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8014539480209351},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.7223767042160034},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.671169638633728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6383748054504395},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6138159036636353},{"id":"https://openalex.org/C101780184","wikidata":"https://www.wikidata.org/wiki/Q840576","display_name":"Dissemination","level":2,"score":0.5046125650405884},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.48636892437934875},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43636777997016907},{"id":"https://openalex.org/C80368990","wikidata":"https://www.wikidata.org/wiki/Q3046459","display_name":"Earth system science","level":2,"score":0.42569172382354736},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.39489078521728516},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3253260850906372},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.29082173109054565},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21358439326286316},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14386975765228271},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.12002554535865784},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11521121859550476},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11140745878219604},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09167203307151794},{"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/rs12081253","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12081253","pdf_url":"https://www.mdpi.com/2072-4292/12/8/1253/pdf?version=1587031835","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:51dbf5c854e943dd89141992ed0bee04","is_oa":true,"landing_page_url":"https://doaj.org/article/51dbf5c854e943dd89141992ed0bee04","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":"Remote Sensing, Vol 12, Iss 8, p 1253 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/8/1253/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12081253","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":"Remote Sensing; Volume 12; Issue 8; Pages: 1253","raw_type":"Text"},{"id":"pmh:oai:urlib.net:sid.inpe.br/mtc-m21c/2020/05.21.12.02.01-0","is_oa":false,"landing_page_url":"http://urlib.net/sid.inpe.br/mtc-m21c/2020/05.21.12.02","pdf_url":null,"source":{"id":"https://openalex.org/S4377196298","display_name":"Biblioteca Digital da Mem\u00f3ria Cient\u00edfica do INPE (National Institute for Space Research)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I80849659","host_organization_name":"Instituto Nacional de Pesquisas Espaciais","host_organization_lineage":["https://openalex.org/I80849659"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"doi:10.3390/rs12081253","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12081253","pdf_url":"https://www.mdpi.com/2072-4292/12/8/1253/pdf?version=1587031835","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G265660671","display_name":null,"funder_award_id":"0001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016495922.pdf","grobid_xml":"https://content.openalex.org/works/W3016495922.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W622484496","https://openalex.org/W2018681530","https://openalex.org/W2032443667","https://openalex.org/W2083036673","https://openalex.org/W2095977162","https://openalex.org/W2119565742","https://openalex.org/W2119738171","https://openalex.org/W2125006813","https://openalex.org/W2240795334","https://openalex.org/W2266330136","https://openalex.org/W2286596378","https://openalex.org/W2397745141","https://openalex.org/W2474671832","https://openalex.org/W2474784204","https://openalex.org/W2490264735","https://openalex.org/W2514858538","https://openalex.org/W2552056843","https://openalex.org/W2559234799","https://openalex.org/W2565062267","https://openalex.org/W2574839832","https://openalex.org/W2591129009","https://openalex.org/W2605433586","https://openalex.org/W2620616208","https://openalex.org/W2621355035","https://openalex.org/W2725897987","https://openalex.org/W2745712681","https://openalex.org/W2770909156","https://openalex.org/W2771417949","https://openalex.org/W2773549323","https://openalex.org/W2792826355","https://openalex.org/W2888536367","https://openalex.org/W2953621601","https://openalex.org/W2983099966","https://openalex.org/W2995000346","https://openalex.org/W2996948100","https://openalex.org/W3142730227","https://openalex.org/W4238584892","https://openalex.org/W4285719527","https://openalex.org/W4399650155","https://openalex.org/W6696068559","https://openalex.org/W6712676884","https://openalex.org/W6738453630"],"related_works":["https://openalex.org/W4319440096","https://openalex.org/W2096681746","https://openalex.org/W118109877","https://openalex.org/W2134193953","https://openalex.org/W2337733834","https://openalex.org/W2036745212","https://openalex.org/W3147186087","https://openalex.org/W4232955587","https://openalex.org/W3154496658","https://openalex.org/W3108913796"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"Earth":[3,76,100,113,119,130],"observation":[4,77,101,114],"(EO)":[5],"satellites":[6],"have":[7,49,82],"generated":[8],"big":[9,40,75,99,112],"amounts":[10],"of":[11,96,108,150,159],"geospatial":[12],"data":[13,29,41,115],"that":[14,156],"are":[15],"freely":[16],"available":[17],"for":[18,26,98,111,129,137],"society":[19],"and":[20,37,52,58,68,73,117,135,143],"researchers.":[21],"This":[22,103],"scenario":[23],"brings":[24],"challenges":[25],"traditional":[27],"spatial":[28],"infrastructures":[30],"(SDI)":[31],"to":[32,71,91,154],"properly":[33],"store,":[34],"process,":[35],"disseminate":[36],"analyze":[38],"these":[39,45,80,151],"sets.":[42],"To":[43],"meet":[44],"demands,":[46],"novel":[47],"technologies":[48,81],"been":[50,83],"proposed":[51],"developed,":[53],"based":[54],"on":[55],"cloud":[56],"computing":[57],"distributed":[59],"systems,":[60,65],"such":[61],"as":[62],"array":[63],"database":[64],"MapReduce":[66],"systems":[67],"web":[69],"services":[70],"access":[72],"process":[74],"data.":[78,102],"Currently,":[79],"integrated":[84],"into":[85],"cutting":[86],"edge":[87],"platforms":[88,110,152],"in":[89],"order":[90],"support":[92],"a":[93,148],"new":[94],"generation":[95],"SDI":[97],"paper":[104],"presents":[105],"an":[106],"overview":[107],"seven":[109],"management":[116],"analysis\u2014Google":[118],"Engine":[120],"(GEE),":[121],"Sentinel":[122],"Hub,":[123],"Open":[124],"Data":[125,132],"Cube":[126],"(ODC),":[127],"System":[128],"Observation":[131],"Access,":[133],"Processing":[134],"Analysis":[136],"Land":[138],"Monitoring":[139],"(SEPAL),":[140],"openEO,":[141],"JEODPP,":[142],"pipsCloud.":[144],"We":[145],"also":[146],"provide":[147],"comparison":[149],"according":[153],"criteria":[155],"represent":[157],"capabilities":[158],"the":[160],"EO":[161],"community":[162],"interest.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":57},{"year":2024,"cited_by_count":64},{"year":2023,"cited_by_count":60},{"year":2022,"cited_by_count":61},{"year":2021,"cited_by_count":37},{"year":2020,"cited_by_count":9}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}
