{"id":"https://openalex.org/W3204209608","doi":"https://doi.org/10.1109/jiot.2021.3118024","title":"A Heterogeneous Access Metamodel for Efficient IoT Remote Sensing Observation Management: Taking Precision Agriculture as an Example","display_name":"A Heterogeneous Access Metamodel for Efficient IoT Remote Sensing Observation Management: Taking Precision Agriculture as an Example","publication_year":2021,"publication_date":"2021-10-07","ids":{"openalex":"https://openalex.org/W3204209608","doi":"https://doi.org/10.1109/jiot.2021.3118024","mag":"3204209608"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2021.3118024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3118024","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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":"IEEE Internet of Things Journal","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/A5078928542","display_name":"Lianjie Zhou","orcid":"https://orcid.org/0000-0003-3424-1729"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianjie Zhou","raw_affiliation_strings":["School of Civil Engineering, Chongqing Jiaotong University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-3424-1729","affiliations":[{"raw_affiliation_string":"School of Civil Engineering, Chongqing Jiaotong University, Chongqing, China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022293237","display_name":"Wei Tu","orcid":"https://orcid.org/0000-0002-0255-4037"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Tu","raw_affiliation_strings":["Guangdong Key Laboratory of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","MNR Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Services, and Research Institute for Smart Cities, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0255-4037","affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"MNR Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Services, and Research Institute for Smart Cities, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050021374","display_name":"Chisheng Wang","orcid":"https://orcid.org/0000-0003-3489-173X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chisheng Wang","raw_affiliation_strings":["Guangdong Key Laboratory of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","MNR Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Services, and Research Institute for Smart Cities, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Urban Informatics, School of Architecture and Urban Planning, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"MNR Key Laboratory for Geo-Environmental Monitoring of Great Bay Area, Guangdong Key Laboratory of Urban Informatics, Shenzhen Key Laboratory of Spatial Smart Sensing and Services, and Research Institute for Smart Cities, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404067","display_name":"Qingquan Li","orcid":"https://orcid.org/0000-0002-2438-6046"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingquan Li","raw_affiliation_strings":["Shenzhen Key Laboratory of Spatial Smart Sensing and Services, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2438-6046","affiliations":[{"raw_affiliation_string":"Shenzhen Key Laboratory of Spatial Smart Sensing and Services, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9089,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.86601493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":"11","first_page":"8616","last_page":"8632"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9764999747276306,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9710999727249146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.8491264581680298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.721901535987854},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.6093314290046692},{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.5646628141403198},{"id":"https://openalex.org/keywords/metadata-management","display_name":"Metadata management","score":0.5537449717521667},{"id":"https://openalex.org/keywords/data-access","display_name":"Data access","score":0.45856013894081116},{"id":"https://openalex.org/keywords/petabyte","display_name":"Petabyte","score":0.4465849995613098},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3799075484275818},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.28410834074020386},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2839853763580322},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14198005199432373}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8491264581680298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721901535987854},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.6093314290046692},{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.5646628141403198},{"id":"https://openalex.org/C2779489174","wikidata":"https://www.wikidata.org/wiki/Q6822246","display_name":"Metadata management","level":3,"score":0.5537449717521667},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.45856013894081116},{"id":"https://openalex.org/C13600138","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Petabyte","level":3,"score":0.4465849995613098},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3799075484275818},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.28410834074020386},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2839853763580322},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14198005199432373}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2021.3118024","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2021.3118024","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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":"IEEE Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G2110528947","display_name":"\u57fa\u4e8e\u591a\u6e90\u8f68\u8ff9\u5927\u6570\u636e\u7684\u5c45\u6c11\u6d3b\u52a8\u4e00\u81f4\u6027\u5206\u6790\u53ca\u5176\u65f6\u7a7a\u878d\u5408\u65b9\u6cd5\u7814\u7a76","funder_award_id":"42071360","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2605175088","display_name":null,"funder_award_id":"42001324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3645992102","display_name":null,"funder_award_id":"20200812164904001","funder_id":"https://openalex.org/F4320329801","funder_display_name":"Shenzhen Research and Development Program"},{"id":"https://openalex.org/G555574497","display_name":null,"funder_award_id":"2019YFB2103104","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5865199361","display_name":"InSAR\u5730\u9707\u53c2\u6570\u53cd\u6f14\u4e0d\u786e\u5b9a\u6027\u7684\u4fe1\u606f\u71b5\u5206\u6790\u65b9\u6cd5\u7814\u7a76","funder_award_id":"41974006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8268357905","display_name":null,"funder_award_id":"2018KTSCX196","funder_id":"https://openalex.org/F4320326279","funder_display_name":"Department of Education of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326279","display_name":"Department of Education of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320329801","display_name":"Shenzhen Research and Development Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W143143057","https://openalex.org/W615506782","https://openalex.org/W1467891129","https://openalex.org/W1600925983","https://openalex.org/W1966159511","https://openalex.org/W1966317989","https://openalex.org/W1970767012","https://openalex.org/W1973422732","https://openalex.org/W1975699440","https://openalex.org/W1981747052","https://openalex.org/W1998621228","https://openalex.org/W2003802442","https://openalex.org/W2011316986","https://openalex.org/W2020041214","https://openalex.org/W2021832406","https://openalex.org/W2036857303","https://openalex.org/W2040680526","https://openalex.org/W2044463389","https://openalex.org/W2047352628","https://openalex.org/W2060243415","https://openalex.org/W2071814662","https://openalex.org/W2072193727","https://openalex.org/W2081871642","https://openalex.org/W2083765056","https://openalex.org/W2096123611","https://openalex.org/W2105782107","https://openalex.org/W2107913843","https://openalex.org/W2111619626","https://openalex.org/W2183046237","https://openalex.org/W2276030348","https://openalex.org/W2285924575","https://openalex.org/W2306827324","https://openalex.org/W2330029115","https://openalex.org/W2345549197","https://openalex.org/W2415809052","https://openalex.org/W2464069818","https://openalex.org/W2481261941","https://openalex.org/W2537734429","https://openalex.org/W2542459869","https://openalex.org/W2606119790","https://openalex.org/W2625980043","https://openalex.org/W2734663564","https://openalex.org/W2763122328","https://openalex.org/W2798434712","https://openalex.org/W2884070836","https://openalex.org/W2889979647","https://openalex.org/W2904012927","https://openalex.org/W2908948085","https://openalex.org/W2912667501","https://openalex.org/W2944432191","https://openalex.org/W2945368423","https://openalex.org/W2954342716","https://openalex.org/W2964579991","https://openalex.org/W2969082208","https://openalex.org/W2969376103","https://openalex.org/W2986016922","https://openalex.org/W2987354670","https://openalex.org/W3010808823","https://openalex.org/W3117881979","https://openalex.org/W4320912077","https://openalex.org/W6605816114"],"related_works":["https://openalex.org/W1487702188","https://openalex.org/W2374913837","https://openalex.org/W2460834149","https://openalex.org/W1512114296","https://openalex.org/W2109107360","https://openalex.org/W2354316773","https://openalex.org/W2376038160","https://openalex.org/W2907247951","https://openalex.org/W4205875026","https://openalex.org/W2389651964"],"abstract_inverted_index":{"Standard":[0],"remote":[1,36],"sensing":[2,37],"observation":[3],"(RSO)":[4],"access":[5,50],"and":[6,28,57,88,104,114,150,157,182],"formulization":[7,136],"is":[8,68,79,206],"essential":[9],"to":[10,128,140,198],"Internet":[11],"of":[12,24,33,64,83,95,144,148,180,188],"Things":[13],"(IoT)":[14],"data":[15,31,155,158],"management,":[16],"such":[17],"as":[18],"in":[19,39,60,122],"precision":[20],"agriculture":[21],"(PA).":[22],"Because":[23],"the":[25,29,76,92,101,105,130,142,146,169,192,213],"heterogeneous":[26,49,151],"characteristics":[27],"petabyte":[30],"size":[32],"RSO,":[34],"massive":[35],"processing":[38],"RSO":[40,54,96,134,210],"management":[41,55,211],"has":[42],"been":[43,109],"hampered.":[44],"Here,":[45],"we":[46],"present":[47],"a":[48,173],"metamodel":[51],"for":[52,208,212],"efficient":[53,200,209],"(HAMERM)":[56],"verify":[58],"it":[59],"PA.":[61],"The":[62,165],"structure":[63,73,107],"basic":[65],"metadata":[66,72,97,135],"components":[67],"defined.":[69],"A":[70],"five-tuple":[71],"based":[74],"on":[75],"metaobject":[77],"facility":[78],"designed.":[80],"HAMERM":[81,170,194],"consists":[82],"identification,":[84],"platform,":[85],"observation,":[86],"product,":[87],"access,":[89],"which":[90,205],"represent":[91],"five":[93],"aspects":[94],"information.":[98],"In":[99],"addition,":[100],"flatMap/reduceByKey":[102],"algorithms":[103],"table":[106],"have":[108],"proposed":[110,131,193],"under":[111],"Sensor":[112],"Web":[113],"Geographic":[115],"Information":[116],"Science":[117],"(GIS)":[118],"techniques.":[119],"Intensive":[120],"experiments":[121],"Guangdong":[123],"Province,":[124],"China":[125],"are":[126],"conducted":[127,139],"test":[129],"method.":[132],"Two":[133],"instances":[137],"were":[138,163],"examine":[141],"ability":[143],"sheltering":[145],"differences":[147],"multisource":[149],"RSO.":[152],"Experiments":[153],"containing":[154],"storage":[156],"soil":[159],"moisture":[160],"(SM)":[161],"mapping":[162,202],"performed.":[164],"results":[166],"suggest":[167],"that":[168,179,187],"method":[171],"achieved":[172],"performance":[174],"30.1":[175],"times":[176,184],"higher":[177,185],"than":[178,186],"Hadoop":[181],"three":[183],"Spark":[189],"(stand-alone).":[190],"Consequently,":[191],"can":[195],"be":[196],"applied":[197],"achieve":[199],"SM":[201],"within":[203],"PA,":[204],"helpful":[207],"IoT.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}