{"id":"https://openalex.org/W2401246392","doi":"https://doi.org/10.1109/jproc.2016.2598228","title":"Big Data for Remote Sensing: Challenges and Opportunities","display_name":"Big Data for Remote Sensing: Challenges and Opportunities","publication_year":2016,"publication_date":"2016-09-13","ids":{"openalex":"https://openalex.org/W2401246392","doi":"https://doi.org/10.1109/jproc.2016.2598228","mag":"2401246392"},"language":"en","primary_location":{"id":"doi:10.1109/jproc.2016.2598228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2016.2598228","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057267422","display_name":"Mingmin Chi","orcid":"https://orcid.org/0000-0003-2650-4146"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210109544","display_name":"Second Institute of Oceanography","ror":"https://ror.org/01tkb7c15","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210109544"]},{"id":"https://openalex.org/I4391767716","display_name":"State Key Laboratory of Satellite Ocean Environment Dynamics","ror":"https://ror.org/02q9ddr54","country_code":null,"type":"facility","lineage":["https://openalex.org/I4210109544","https://openalex.org/I4391767716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingmin Chi","raw_affiliation_strings":["School of Computer Science, Shanghai Key Laboratory of Data Science, Key Laboratory for Information Science of Electromagnetic Waves (MoE), State Key Laboratory of Satellite Ocean Environment Dynamics, Fudan University, Second Institute of Oceanography (SOA), Shanghai, Hangzhou, ChinaChina"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Key Laboratory of Data Science, Key Laboratory for Information Science of Electromagnetic Waves (MoE), State Key Laboratory of Satellite Ocean Environment Dynamics, Fudan University, Second Institute of Oceanography (SOA), Shanghai, Hangzhou, ChinaChina","institution_ids":["https://openalex.org/I4210109544","https://openalex.org/I24943067","https://openalex.org/I4391767716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054292278","display_name":"Antonio Plaza","orcid":"https://orcid.org/0000-0002-9613-1659"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Plaza","raw_affiliation_strings":["Department of Technology of Computers and Communications, Escuela Polit&#x00E9;cnica de C&#x00E1;ceres, University of Extremadura, C&#x00E1;ceres, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Technology of Computers and Communications, Escuela Polit&#x00E9;cnica de C&#x00E1;ceres, University of Extremadura, C&#x00E1;ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035508615","display_name":"J\u00f3n Atli Benediktsson","orcid":"https://orcid.org/0000-0003-0621-9647"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Jon Atli Benediktsson","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, University of Iceland, Reykjavik, Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, University of Iceland, Reykjavik, Iceland","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002427493","display_name":"Zhongyi Sun","orcid":"https://orcid.org/0000-0002-5099-5363"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyi Sun","raw_affiliation_strings":["School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034466750","display_name":"Jinsheng Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinsheng Shen","raw_affiliation_strings":["School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020370754","display_name":"Yangyong Zhu","orcid":"https://orcid.org/0000-0002-6258-0747"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangyong Zhu","raw_affiliation_strings":["School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shanghai Key Laboratory of Data Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":33.7326,"has_fulltext":false,"cited_by_count":565,"citation_normalized_percentile":{"value":0.99769663,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"104","issue":"11","first_page":"2207","last_page":"2219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12316","display_name":"Oil Spill Detection and Mitigation","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9580000042915344,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8577117919921875},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6582947969436646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6474523544311523},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.5620250701904297},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5553923845291138},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5076941251754761},{"id":"https://openalex.org/keywords/earth-observation","display_name":"Earth observation","score":0.4812457263469696},{"id":"https://openalex.org/keywords/remote-sensing-application","display_name":"Remote sensing application","score":0.4287105202674866},{"id":"https://openalex.org/keywords/hazard","display_name":"Hazard","score":0.42192164063453674},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.21580326557159424},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2054212987422943},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18588599562644958},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1316451132297516}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8577117919921875},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6582947969436646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6474523544311523},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.5620250701904297},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5553923845291138},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5076941251754761},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.4812457263469696},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.4287105202674866},{"id":"https://openalex.org/C49261128","wikidata":"https://www.wikidata.org/wiki/Q1132455","display_name":"Hazard","level":2,"score":0.42192164063453674},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.21580326557159424},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2054212987422943},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18588599562644958},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1316451132297516},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jproc.2016.2598228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jproc.2016.2598228","pdf_url":null,"source":{"id":"https://openalex.org/S68686220","display_name":"Proceedings of the IEEE","issn_l":"0018-9219","issn":["0018-9219","1558-2256"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the IEEE","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G645463129","display_name":"\u5927\u6570\u636e\u73af\u5883\u4e0b\u7684\u7ba1\u7406\u51b3\u7b56\u521b\u65b0\u7814\u7a76","funder_award_id":"71331005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W8434213","https://openalex.org/W35445800","https://openalex.org/W121901878","https://openalex.org/W405321894","https://openalex.org/W646742349","https://openalex.org/W1543713962","https://openalex.org/W1548849615","https://openalex.org/W1552960680","https://openalex.org/W1601538959","https://openalex.org/W1982319584","https://openalex.org/W1982627164","https://openalex.org/W1986261119","https://openalex.org/W1991571876","https://openalex.org/W2025263547","https://openalex.org/W2033603874","https://openalex.org/W2045360958","https://openalex.org/W2048204427","https://openalex.org/W2058590043","https://openalex.org/W2063553556","https://openalex.org/W2067721080","https://openalex.org/W2070302879","https://openalex.org/W2080956593","https://openalex.org/W2090424610","https://openalex.org/W2093892281","https://openalex.org/W2095483845","https://openalex.org/W2098469025","https://openalex.org/W2104269704","https://openalex.org/W2106652097","https://openalex.org/W2111975408","https://openalex.org/W2114060717","https://openalex.org/W2127038040","https://openalex.org/W2131697388","https://openalex.org/W2132201434","https://openalex.org/W2136251662","https://openalex.org/W2136922672","https://openalex.org/W2151610277","https://openalex.org/W2154835046","https://openalex.org/W2156710280","https://openalex.org/W2162480849","https://openalex.org/W2163605009","https://openalex.org/W2167594433","https://openalex.org/W2172009270","https://openalex.org/W2229436090","https://openalex.org/W2232134493","https://openalex.org/W2244992359","https://openalex.org/W2299084831","https://openalex.org/W2482549452","https://openalex.org/W2620485168","https://openalex.org/W2765856416","https://openalex.org/W2767063932","https://openalex.org/W2903158431","https://openalex.org/W3206971523","https://openalex.org/W4235687993","https://openalex.org/W4250060123","https://openalex.org/W4285292898","https://openalex.org/W6684191040","https://openalex.org/W6689359494","https://openalex.org/W6745499653","https://openalex.org/W6745528791"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4394895745","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W198397934","https://openalex.org/W4380629442","https://openalex.org/W1551594539","https://openalex.org/W938217087"],"abstract_inverted_index":{"Every":[0],"day":[1],"a":[2,18,81,193,218],"large":[3,194,219],"number":[4],"of":[5,21,67,105,149,169,196,221,254],"Earth":[6],"observation":[7],"(EO)":[8],"spaceborne":[9],"and":[10,48,80,96,124,146,248],"airborne":[11],"sensors":[12],"from":[13,217],"many":[14,86],"different":[15,30],"countries":[16],"provide":[17,129],"massive":[19],"amount":[20],"remotely":[22],"sensed":[23],"data.":[24,71,199],"Those":[25],"data":[26,46,74,100,118,128,151,171,183,256],"are":[27,45,61,75,175,184,241],"used":[28,185,242],"for":[29,152],"applications,":[31],"such":[32],"as":[33],"natural":[34],"hazard":[35],"monitoring,":[36],"global":[37],"climate":[38],"change,":[39],"urban":[40],"planning,":[41],"etc.":[42],"The":[43],"applications":[44,123],"driven":[47],"mostly":[49],"interdisciplinary.":[50],"Based":[51],"on":[52],"this":[53,89,133,136],"it":[54],"can":[55,126],"truly":[56],"be":[57],"stated":[58],"that":[59,98],"we":[60,91],"now":[62],"living":[63],"in":[64,85,102,120,132,143,172,235,257],"the":[65,94,103,139,160,167,178,201,227,231,245,252],"age":[66],"big":[68,99,117,127,150,170,182,255],"remote":[69,106,121,153,173,197,222,258],"sensing":[70,107,122,154,174,198,223,259],"Furthermore,":[72,135],"these":[73],"becoming":[76],"an":[77],"economic":[78],"asset":[79],"new":[82],"important":[83],"resource":[84],"applications.":[87,108,260],"In":[88,156,177,200],"paper,":[90],"specifically":[92],"analyze":[93,113],"challenges":[95,247],"opportunities":[97,249],"bring":[101],"context":[104],"Our":[109],"focus":[110],"is":[111,208],"to":[112,158,186,214,230,243],"what":[114],"exactly":[115],"does":[116],"mean":[119],"how":[125],"added":[130],"value":[131],"context.":[134],"paper":[137],"describes":[138],"most":[140],"challenging":[141],"issues":[142],"managing,":[144],"processing,":[145],"efficient":[147],"exploitation":[148],"problems.":[155],"order":[157],"illustrate":[159,244],"aforementioned":[161],"aspects,":[162],"two":[163],"case":[164],"studies":[165],"discussing":[166],"use":[168,253],"demonstrated.":[176],"first":[179],"test":[180,203],"case,":[181,204],"automatically":[187],"detect":[188],"marine":[189],"oil":[190],"spills":[191],"using":[192,210],"archive":[195],"second":[202],"content-based":[205],"information":[206,216],"retrieval":[207],"performed":[209],"high-performance":[211],"computing":[212],"(HPC)":[213],"extract":[215],"database":[220],"images,":[224],"collected":[225],"after":[226],"terrorist":[228],"attack":[229],"World":[232],"Trade":[233],"Center":[234],"New":[236],"York":[237],"City.":[238],"Both":[239],"cases":[240],"significant":[246],"brought":[250],"by":[251]},"counts_by_year":[{"year":2026,"cited_by_count":24},{"year":2025,"cited_by_count":82},{"year":2024,"cited_by_count":72},{"year":2023,"cited_by_count":76},{"year":2022,"cited_by_count":68},{"year":2021,"cited_by_count":77},{"year":2020,"cited_by_count":61},{"year":2019,"cited_by_count":47},{"year":2018,"cited_by_count":37},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
