{"id":"https://openalex.org/W3214232631","doi":"https://doi.org/10.3390/s21227502","title":"Edge Computing Driven Data Sensing Strategy in the Entire Crop Lifecycle for Smart Agriculture","display_name":"Edge Computing Driven Data Sensing Strategy in the Entire Crop Lifecycle for Smart Agriculture","publication_year":2021,"publication_date":"2021-11-11","ids":{"openalex":"https://openalex.org/W3214232631","doi":"https://doi.org/10.3390/s21227502","mag":"3214232631","pmid":"https://pubmed.ncbi.nlm.nih.gov/34833575"},"language":"en","primary_location":{"id":"doi:10.3390/s21227502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21227502","pdf_url":"https://www.mdpi.com/1424-8220/21/22/7502/pdf?version=1636697237","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/22/7502/pdf?version=1636697237","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103043158","display_name":"Rihong Zhang","orcid":"https://orcid.org/0000-0003-2627-6040"},"institutions":[{"id":"https://openalex.org/I94357780","display_name":"Zhongkai University of Agriculture and Engineering","ror":"https://ror.org/000b7ms85","country_code":"CN","type":"education","lineage":["https://openalex.org/I94357780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rihong Zhang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China"],"raw_orcid":"https://orcid.org/0000-0003-2627-6040","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China","institution_ids":["https://openalex.org/I94357780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042058386","display_name":"Xiaomin Li","orcid":"https://orcid.org/0000-0001-7587-0543"},"institutions":[{"id":"https://openalex.org/I94357780","display_name":"Zhongkai University of Agriculture and Engineering","ror":"https://ror.org/000b7ms85","country_code":"CN","type":"education","lineage":["https://openalex.org/I94357780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaomin Li","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China"],"raw_orcid":"https://orcid.org/0000-0001-7587-0543","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, China","institution_ids":["https://openalex.org/I94357780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042058386"],"corresponding_institution_ids":["https://openalex.org/I94357780"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.0984,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.91154214,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"21","issue":"22","first_page":"7502","last_page":"7502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9972000122070312,"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":0.9972000122070312,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9796000123023987,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9329000115394592,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6021422147750854},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5458155870437622},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4593660235404968},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07711556553840637}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6021422147750854},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5458155870437622},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4593660235404968},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07711556553840637},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000383","descriptor_name":"Agriculture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008018","descriptor_name":"Life Cycle Stages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008018","descriptor_name":"Life Cycle Stages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008018","descriptor_name":"Life Cycle Stages","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21227502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21227502","pdf_url":"https://www.mdpi.com/1424-8220/21/22/7502/pdf?version=1636697237","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},{"id":"pmid:34833575","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34833575","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:50ed96c997c34b119536c53c1c38a9b1","is_oa":true,"landing_page_url":"https://doaj.org/article/50ed96c997c34b119536c53c1c38a9b1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 22, p 7502 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/22/7502/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21227502","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":"Sensors; Volume 21; Issue 22; Pages: 7502","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8619343","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8619343","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21227502","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21227502","pdf_url":"https://www.mdpi.com/1424-8220/21/22/7502/pdf?version=1636697237","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"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":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3214232631.pdf","grobid_xml":"https://content.openalex.org/works/W3214232631.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W2061190667","https://openalex.org/W2344424854","https://openalex.org/W2509862718","https://openalex.org/W2530592706","https://openalex.org/W2615040829","https://openalex.org/W2624989916","https://openalex.org/W2734776320","https://openalex.org/W2744069265","https://openalex.org/W2769686021","https://openalex.org/W2775394714","https://openalex.org/W2791624996","https://openalex.org/W2797869184","https://openalex.org/W2803421549","https://openalex.org/W2805668853","https://openalex.org/W2896325049","https://openalex.org/W2899874282","https://openalex.org/W2943930927","https://openalex.org/W2969823908","https://openalex.org/W2978644427","https://openalex.org/W2996375266","https://openalex.org/W3003262233","https://openalex.org/W3008823600","https://openalex.org/W3029332223","https://openalex.org/W3034190611","https://openalex.org/W3038470246","https://openalex.org/W3038634026","https://openalex.org/W3087317107","https://openalex.org/W3093969495","https://openalex.org/W3110512320","https://openalex.org/W3120006585","https://openalex.org/W3120512242","https://openalex.org/W3134873717","https://openalex.org/W3160896753","https://openalex.org/W3163861059","https://openalex.org/W3171926713","https://openalex.org/W3177280855","https://openalex.org/W3182328144","https://openalex.org/W3191877054","https://openalex.org/W6725154157","https://openalex.org/W6738480426","https://openalex.org/W6769417117","https://openalex.org/W7005958180"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,109,136,166,189],"the":[1,10,22,30,49,83,94,110,113,125,131,137,142,151,167,177,182,190,210,216,226,232,242,245,253,261,269,289,301],"context":[2],"of":[3,85,150,181,197,231,303],"smart":[4],"agriculture,":[5],"high-value":[6,57],"data":[7,24,32,35,39,46,58,73,90,247,292],"sensing":[8,25,31,47,74,91,179,195,198,202,248,290,304],"in":[9,100],"entire":[11,50,95],"crop":[12,18,51,61,96,114,144,153,184,212,218,236,277],"lifecycle":[13,52,97],"is":[14,53,98,117,156,205,222,250,256],"fundamental":[15],"for":[16,45,93,235],"realizing":[17],"cultivation":[19],"control.":[20],"However,":[21],"existing":[23],"methods":[26],"are":[27,134,187],"deficient":[28],"regarding":[29],"value,":[33],"poor":[34],"correlation,":[36],"and":[37,87,124,228,258,274,291,295,298],"high":[38,281],"collection":[40,293],"cost.":[41,67],"The":[42,103,264,283],"main":[43],"problem":[44],"over":[48],"how":[54],"to":[55,60,130,224],"sense":[56],"according":[59],"growth":[62,115,127,132,145,154,185,213,237,278],"stage":[63,116,133,155,186,238],"at":[64],"a":[65,72,88,147,160,276],"low":[66],"To":[68],"solve":[69],"this":[70,101],"problem,":[71],"framework":[75],"was":[76],"developed":[77],"by":[78,119,158],"combining":[79],"edge":[80],"computing":[81],"with":[82,200,260,280],"Internet":[84],"Things,":[86],"novel":[89],"strategy":[92,105,271,285],"proposed":[99,104,233,254,270,284],"paper.":[102],"includes":[106],"four":[107],"phases.":[108],"first":[111],"phase,":[112,139,169,192],"divided":[118],"Gath-Geva":[120],"(GG)":[121],"fuzzy":[122,163],"clustering,":[123],"key":[126],"parameters":[128,180],"corresponding":[129,183],"extracted.":[135],"second":[138],"based":[140,170,208],"on":[141,171,209,241],"current":[143,152],"information,":[146],"prediction":[148,229],"method":[149,196,234],"constructed":[157],"using":[159],"Tkagi-Sugneo":[161],"(T-S)":[162],"neural":[164],"network.":[165],"third":[168],"Deng's":[172],"grey":[173],"relational":[174],"analysis":[175],"method,":[176],"environmental":[178],"optimized.":[188],"fourth":[191],"an":[193],"adaptive":[194],"nodes":[199],"effective":[201],"area":[203],"constraints":[204],"established.":[206,251],"Finally,":[207],"actual":[211],"history":[214],"data,":[215,244],"whole":[217],"life":[219],"cycle":[220,279],"dataset":[221],"established":[223],"test":[225],"performance":[227],"accuracy":[230],"division.":[239],"Based":[240],"historical":[243],"simulation":[246],"environment":[249],"Then,":[252],"algorithm":[255],"tested":[257],"compared":[259],"traditional":[262],"algorithms.":[263],"comparison":[265],"results":[266],"show":[267],"that":[268],"can":[272,286],"divide":[273],"predict":[275],"accuracy.":[282],"significantly":[287,299],"reduce":[288],"times":[294],"energy":[296],"consumption":[297],"improve":[300],"value":[302],"data.":[305]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
