{"id":"https://openalex.org/W2770487291","doi":"https://doi.org/10.1109/geoinformatics.2017.8090913","title":"Research on intelligent acquisition of smart agricultural big data","display_name":"Research on intelligent acquisition of smart agricultural big data","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2770487291","doi":"https://doi.org/10.1109/geoinformatics.2017.8090913","mag":"2770487291"},"language":"en","primary_location":{"id":"doi:10.1109/geoinformatics.2017.8090913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2017.8090913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th International Conference on Geoinformatics","raw_type":"proceedings-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/A5081491162","display_name":"Qiulan Wu","orcid":"https://orcid.org/0000-0002-2355-2874"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiulan Wu","raw_affiliation_strings":["School of Information Science and Engineering, Shandong Agricultural University, Taian, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Agricultural University, Taian, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083841358","display_name":"Yong Liang","orcid":"https://orcid.org/0000-0002-2858-2810"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]},{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Liang","raw_affiliation_strings":["College of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing, China","School of Information Science and Engineering, Shandong Agricultural University, Taian, China"],"affiliations":[{"raw_affiliation_string":"College of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Agricultural University, Taian, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414100","display_name":"Ying Li","orcid":"https://orcid.org/0000-0001-9513-843X"},"institutions":[{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Li","raw_affiliation_strings":["School of Economics and Management, Shandong Agricultural University, Taian, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Shandong Agricultural University, Taian, China","institution_ids":["https://openalex.org/I74485261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067178249","display_name":"Yusheng Liang","orcid":"https://orcid.org/0000-0003-4337-2448"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]},{"id":"https://openalex.org/I74485261","display_name":"Shandong Agricultural University","ror":"https://ror.org/02ke8fw32","country_code":"CN","type":"education","lineage":["https://openalex.org/I74485261"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yusheng Liang","raw_affiliation_strings":["College of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing, China","School of Information Science and Engineering, Shandong Agricultural University, Taian, China"],"affiliations":[{"raw_affiliation_string":"College of Geoscience and Surveying Engineering, China University of Mining and Technology, Beijing, China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong Agricultural University, Taian, China","institution_ids":["https://openalex.org/I74485261"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081491162"],"corresponding_institution_ids":["https://openalex.org/I74485261"],"apc_list":null,"apc_paid":null,"fwci":1.6576,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.86741099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9815000295639038,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9815000295639038,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9452000260353088,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.944100022315979,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7514702677726746},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7046545743942261},{"id":"https://openalex.org/keywords/data-access-layer","display_name":"Data access layer","score":0.6811042428016663},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5373996496200562},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.5181933045387268},{"id":"https://openalex.org/keywords/application-layer","display_name":"Application layer","score":0.48727428913116455},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4532011151313782},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.42769360542297363},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.26846843957901},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23577705025672913},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17316415905952454},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.14763039350509644},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09515172243118286},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08982503414154053}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7514702677726746},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7046545743942261},{"id":"https://openalex.org/C20277647","wikidata":"https://www.wikidata.org/wiki/Q5227234","display_name":"Data access layer","level":3,"score":0.6811042428016663},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5373996496200562},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.5181933045387268},{"id":"https://openalex.org/C190793597","wikidata":"https://www.wikidata.org/wiki/Q189768","display_name":"Application layer","level":3,"score":0.48727428913116455},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4532011151313782},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.42769360542297363},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.26846843957901},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23577705025672913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17316415905952454},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.14763039350509644},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09515172243118286},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08982503414154053},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"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/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/geoinformatics.2017.8090913","is_oa":false,"landing_page_url":"https://doi.org/10.1109/geoinformatics.2017.8090913","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 25th International Conference on Geoinformatics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W80089308","https://openalex.org/W1494137514","https://openalex.org/W2021973007","https://openalex.org/W2054714419","https://openalex.org/W2067010756","https://openalex.org/W2105103777","https://openalex.org/W2317762284","https://openalex.org/W2349806503","https://openalex.org/W2378002406","https://openalex.org/W2391841426","https://openalex.org/W2392759859","https://openalex.org/W2501161992","https://openalex.org/W2561217093","https://openalex.org/W2569293328","https://openalex.org/W3009454296","https://openalex.org/W3148396403","https://openalex.org/W6653513856"],"related_works":["https://openalex.org/W3200063678","https://openalex.org/W1585302186","https://openalex.org/W4255840494","https://openalex.org/W2357301475","https://openalex.org/W1549035432","https://openalex.org/W2348465281","https://openalex.org/W3176900231","https://openalex.org/W195440470","https://openalex.org/W2382248125","https://openalex.org/W2025393435"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,11,76,87,93,100,117,124,133,140,146,154,161,173,177,189,193,198,205,236,240,251],"construction":[4,94,125],"goals":[5],"of":[6,13,40,78,83,95,113,126,142,149,166,176,201,217,231,254],"smart":[7,17,25,143,158,202,263],"agriculture":[8,26,144,159,203,264],"according":[9],"to":[10,122,153,238,248,261],"requirements":[12],"smarter":[14],"planet":[15],"and":[16,19,44,64,80,110,129,132,145,160,214,228,270],"agriculture,":[18,222],"designs":[20],"an":[21],"overall":[22,155],"scheme":[23,48,156],"for":[24,157,192,221],"based":[27,267],"on":[28,75,268],"technologies":[29,112],"such":[30,211],"as":[31,188,212,223,225],"GIS":[32,269],"(Geographic":[33],"Information":[34],"System),":[35],"cloud":[36,265,271],"computing,":[37],"IOT":[38],"(Internet":[39],"Things),":[41],"big":[42,85,115,206,233],"data":[43,207],"sensing":[45],"technology.":[46],"The":[47,68,245,258],"contains":[49],"five":[50],"layers:":[51],"all-sided":[52,69],"perception":[53,70],"layer,":[54,57,60,63],"reliable":[55,97],"transmission":[56,88,98],"intelligent":[58,61,81,101,226,229],"processing":[59,102,109,227],"application":[62,118,127,148,230],"supporting":[65,134],"environment":[66,135],"layer.":[67],"layer":[71,89,103,119,136],"is":[72,90,104,120,137,247,260],"mainly":[73,91,105,121],"concentrated":[74],"marks":[77],"things":[79],"acquisition":[82],"agricultural":[84,114,232],"data;":[86,116],"about":[92],"a":[96],"network;":[99],"aimed":[106,138],"at":[107,139],"storage,":[108],"control":[111],"study":[123],"system":[128],"intelligence":[130],"application;":[131],"implementation":[141],"long-term":[147],"its":[150],"results.":[151],"According":[152],"National":[162],"High-tech":[163],"R&D":[164],"Program":[165],"China":[167],"(the":[168],"863":[169],"project)":[170],"sponsored":[171],"by":[172],"author,":[174],"part":[175],"farmland":[178],"in":[179,204],"Yanzhou":[180],"District,":[181],"Jining":[182],"Municipality,":[183],"Shandong":[184],"Province":[185],"was":[186],"chosen":[187],"experimental":[190],"area":[191],"research.":[194],"On":[195],"this":[196],"basis,":[197],"bottleneck":[199,253],"problems":[200,242],"times":[208],"are":[209,243],"studied,":[210],"type":[213],"precision":[215],"problem":[216],"sensors":[218],"used":[219],"specially":[220],"well":[224],"data.":[234],"Finally,":[235],"countermeasures":[237],"solve":[239],"above":[241],"discussed.":[244],"first":[246],"break":[249],"through":[250],"technical":[252],"high":[255],"performance":[256],"sensors.":[257],"second":[259],"establish":[262],"platform":[266],"computing.":[272]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}