{"id":"https://openalex.org/W2991475544","doi":"https://doi.org/10.3390/ijgi8120533","title":"A Distributed Storage and Access Approach for Massive Remote Sensing Data in MongoDB","display_name":"A Distributed Storage and Access Approach for Massive Remote Sensing Data in MongoDB","publication_year":2019,"publication_date":"2019-11-27","ids":{"openalex":"https://openalex.org/W2991475544","doi":"https://doi.org/10.3390/ijgi8120533","mag":"2991475544"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi8120533","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8120533","pdf_url":"https://www.mdpi.com/2220-9964/8/12/533/pdf?version=1574850142","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/2220-9964/8/12/533/pdf?version=1574850142","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037587878","display_name":"Shuang Wang","orcid":"https://orcid.org/0000-0002-1586-5117"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Wang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China"],"raw_orcid":"https://orcid.org/0000-0002-1586-5117","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing 100049, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368582","display_name":"Guoqing Li","orcid":"https://orcid.org/0000-0003-0654-5426"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoqing Li","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038634873","display_name":"Xiaochuang Yao","orcid":"https://orcid.org/0000-0001-8068-9415"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaochuang Yao","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"raw_orcid":"https://orcid.org/0000-0001-8068-9415","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458986","display_name":"Yi Zeng","orcid":"https://orcid.org/0000-0001-7680-2833"},"institutions":[{"id":"https://openalex.org/I31683504","display_name":"Beijing Forestry University","ror":"https://ror.org/04xv2pc41","country_code":"CN","type":"education","lineage":["https://openalex.org/I1327237609","https://openalex.org/I31683504","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zeng","raw_affiliation_strings":["School of Information Science and Technology, Beijing Forestry University, Beijing 100083, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Beijing Forestry University, Beijing 100083, China","institution_ids":["https://openalex.org/I31683504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020448131","display_name":"Lushen Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119087","display_name":"North China Institute of Aerospace Engineering","ror":"https://ror.org/02m7msy24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lushen Pang","raw_affiliation_strings":["School of Computer and Remote Sensing Information Technology, North China Institute of Aerospace Engineering, Langfang 065000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Remote Sensing Information Technology, North China Institute of Aerospace Engineering, Langfang 065000, China","institution_ids":["https://openalex.org/I4210119087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022100239","display_name":"Lianchong Zhang","orcid":"https://orcid.org/0000-0001-5902-7126"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianchong Zhang","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100368582"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"],"apc_list":{"value":1700,"currency":"CHF","value_usd":1893},"apc_paid":{"value":1700,"currency":"CHF","value_usd":1893},"fwci":5.1866,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.96534119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":"12","first_page":"533","last_page":"533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9957000017166138,"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/T14280","display_name":"Big Data Technologies and Applications","score":0.9957000017166138,"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":0.995199978351593,"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/T11106","display_name":"Data Management and Algorithms","score":0.9943000078201294,"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/nosql","display_name":"NoSQL","score":0.9373154640197754},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.8537672758102417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.797991156578064},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.7204794883728027},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.6272896528244019},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5463165044784546},{"id":"https://openalex.org/keywords/data-element","display_name":"Data element","score":0.5089731216430664},{"id":"https://openalex.org/keywords/metadata-management","display_name":"Metadata management","score":0.5007741451263428},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.49507346749305725},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.4736971855163574},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.47271984815597534},{"id":"https://openalex.org/keywords/remote-sensing-application","display_name":"Remote sensing application","score":0.4425972104072571},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.4423184394836426},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4312618374824524},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4236561954021454},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.33875077962875366},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1799834668636322},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.16922897100448608},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.14706844091415405}],"concepts":[{"id":"https://openalex.org/C2779599972","wikidata":"https://www.wikidata.org/wiki/Q82231","display_name":"NoSQL","level":3,"score":0.9373154640197754},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8537672758102417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.797991156578064},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.7204794883728027},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.6272896528244019},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5463165044784546},{"id":"https://openalex.org/C30872290","wikidata":"https://www.wikidata.org/wiki/Q1172389","display_name":"Data element","level":3,"score":0.5089731216430664},{"id":"https://openalex.org/C2779489174","wikidata":"https://www.wikidata.org/wiki/Q6822246","display_name":"Metadata management","level":3,"score":0.5007741451263428},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.49507346749305725},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.4736971855163574},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.47271984815597534},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.4425972104072571},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.4423184394836426},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4312618374824524},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4236561954021454},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.33875077962875366},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1799834668636322},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.16922897100448608},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.14706844091415405},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ijgi8120533","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8120533","pdf_url":"https://www.mdpi.com/2220-9964/8/12/533/pdf?version=1574850142","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:mdpi.com:/2220-9964/8/12/533/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/ijgi8120533","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/ijgi8120533","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi8120533","pdf_url":"https://www.mdpi.com/2220-9964/8/12/533/pdf?version=1574850142","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":[],"awards":[{"id":"https://openalex.org/G1764471004","display_name":null,"funder_award_id":"XDA19020103","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991475544.pdf","grobid_xml":"https://content.openalex.org/works/W2991475544.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W8914018","https://openalex.org/W1503850995","https://openalex.org/W1675021660","https://openalex.org/W2019540883","https://openalex.org/W2026205964","https://openalex.org/W2033042438","https://openalex.org/W2033356616","https://openalex.org/W2041520818","https://openalex.org/W2072348749","https://openalex.org/W2076381052","https://openalex.org/W2091250046","https://openalex.org/W2095483845","https://openalex.org/W2314184976","https://openalex.org/W2314952820","https://openalex.org/W2325257380","https://openalex.org/W2333527583","https://openalex.org/W2374984757","https://openalex.org/W2389913524","https://openalex.org/W2462845833","https://openalex.org/W2482127814","https://openalex.org/W2734380548","https://openalex.org/W2753254640","https://openalex.org/W2890379434","https://openalex.org/W2996496241","https://openalex.org/W3009454296","https://openalex.org/W3135111294","https://openalex.org/W6657084543","https://openalex.org/W6699106022","https://openalex.org/W6703185006","https://openalex.org/W6996194718"],"related_works":["https://openalex.org/W2365178252","https://openalex.org/W4205875026","https://openalex.org/W2907247951","https://openalex.org/W3084772717","https://openalex.org/W2374161210","https://openalex.org/W2391528930","https://openalex.org/W2376038160","https://openalex.org/W2389651964","https://openalex.org/W1512114296","https://openalex.org/W2360527443"],"abstract_inverted_index":{"With":[0],"the":[1,7,22,40,49,66,86,89,115,120,124,134,160,167,174,179,189,207],"rapid":[2],"development":[3],"of":[4,9,24,39,69,92,126,154,166,181,209],"earth-observation":[5],"technology,":[6],"amount":[8],"remote":[10,27,60,81,93,102,198,211],"sensing":[11,28,61,82,94,103,199,212],"data":[12,45,131,200],"has":[13],"increased":[14],"exponentially,":[15],"and":[16,52,77,101,108,129,143,163,201],"traditional":[17,182],"relational":[18,150],"databases":[19],"cannot":[20],"satisfy":[21],"requirements":[23],"managing":[25,58,196],"large-scale":[26,59],"data.":[29,62,83,213],"To":[30],"address":[31],"this":[32,34],"problem,":[33],"paper":[35],"undertakes":[36],"intensive":[37],"research":[38],"NoSQL":[41],"(Not":[42],"Only":[43],"SQL)":[44],"management":[46,91,208],"model,":[47],"especially":[48],"MongoDB":[50,145],"database,":[51,151,190],"proposes":[53],"a":[54,71,127,148],"new":[55],"approach":[56],"to":[57,158],"Firstly,":[63],"based":[64],"on":[65],"sharding":[67],"technology":[68],"MongoDB,":[70],"distributed":[72],"cluster":[73,117,146],"architecture":[74],"was":[75,99],"designed":[76],"established":[78],"for":[79,85,195,206],"massive":[80,197,210],"Secondly,":[84],"convenience":[87],"in":[88,114,123],"unified":[90],"data,":[95,104,111],"an":[96],"archiving":[97],"model":[98],"constructed,":[100],"including":[105],"structured":[106],"metadata":[107,121],"unstructured":[109],"image":[110,130],"were":[112,156],"stored":[113,122,132],"above":[116],"separately,":[118],"with":[119,133,147],"form":[125],"document,":[128],"GridFS":[135],"mechanism.":[136],"Finally,":[137],"by":[138],"designing":[139],"different":[140],"shard":[141],"strategies":[142],"comparing":[144],"typical":[149],"several":[152],"groups":[153],"experiments":[155],"conducted":[157],"verify":[159],"storage":[161],"performance":[162,165],"access":[164],"cluster.":[168],"The":[169],"experimental":[170],"results":[171],"show":[172],"that":[173],"proposed":[175],"method":[176],"can":[177,202],"overcome":[178],"deficiencies":[180],"methods,":[183],"as":[184,186],"well":[185],"scale":[187],"out":[188],"which":[191],"is":[192],"more":[193],"suitable":[194],"provide":[203],"technical":[204],"support":[205]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}