{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T01:35:16Z","timestamp":1775871316214,"version":"3.50.1"},"reference-count":132,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2018,10,1]],"date-time":"2018-10-01T00:00:00Z","timestamp":1538352000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/jiot.2018.2844296","type":"journal-article","created":{"date-parts":[[2018,6,5]],"date-time":"2018-06-05T19:40:46Z","timestamp":1528227646000},"page":"3758-3773","source":"Crossref","is-referenced-by-count":1155,"title":["An Overview of Internet of Things (IoT) and Data Analytics in Agriculture: Benefits and Challenges"],"prefix":"10.1109","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6498-5780","authenticated-orcid":false,"given":"Olakunle","family":"Elijah","sequence":"first","affiliation":[]},{"given":"Tharek Abdul","family":"Rahman","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8746-2990","authenticated-orcid":false,"given":"Igbafe","family":"Orikumhi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6418-0184","authenticated-orcid":false,"given":"Chee Yen","family":"Leow","sequence":"additional","affiliation":[]},{"given":"M.H.D. Nour","family":"Hindia","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","year":"2017","journal-title":"Easyfarm"},{"key":"ref38","year":"2017","journal-title":"Farmx"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICICTA.2011.262"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.comnet.2010.05.010"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2013.02.008"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2615180"},{"key":"ref37","year":"2017","journal-title":"Cropx"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2805263"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2018.1700145"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/NGCT.2015.7375220"},{"key":"ref28","article-title":"Smart agriculture based on cloud computing and IoT","volume":"8","author":"tongke","year":"2013","journal-title":"J Converg Inf Technol"},{"key":"ref27","year":"2017","journal-title":"Machinary"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2014.2300753"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ISSC.2016.7528456"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1149\/2.F05104if"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/j.csi.2011.03.004","article-title":"A review of wireless sensors and networks’ applications in agriculture","volume":"36","author":"abbasi","year":"2014","journal-title":"Comput Stand Interfaces"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2017.1600418"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.icte.2016.07.003"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/IJCSS.2011.40"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1016\/j.icte.2017.03.004","article-title":"A survey on LPWA technology: LoRa and NB-IoT","volume":"3","author":"sinha","year":"2017","journal-title":"ICT Exp"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1142\/S0217984917400644"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2652320"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1049\/el.2017.1344"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2017.2718107"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAMT.2017.7904949"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICMIC.2015.7409402"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CCNC.2017.8013434"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIAR.2016.7801206"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2015.2435516"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2017.2705043"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/JCSSE.2017.8025904"},{"key":"ref52","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.ifacol.2016.10.024","article-title":"Adapting an industrial automation protocol to remote monitoring of mobile agricultural machinery: A combine harvester with IoT","volume":"49","author":"oksanen","year":"2016","journal-title":"IFAC-PapersOnLine"},{"key":"ref40","year":"2017","journal-title":"Kaa"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISITIA.2016.7828696"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2750765"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICSGTEIS.2016.7885771"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600528"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICICTA.2011.256"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/VTCFall.2016.7881160"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2437951"},{"key":"ref9","year":"2017","journal-title":"European Research Cluster on the Internet of Things-Outlook of IoT Activities in Europe"},{"key":"ref46","year":"2017","journal-title":"Mbeguchoice"},{"key":"ref45","year":"2017","journal-title":"EZ Farm"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2015.2512358"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.7721743"},{"key":"ref42","year":"2017","journal-title":"OnFarm"},{"key":"ref41","year":"2017","journal-title":"Farmlogs"},{"key":"ref44","year":"2017","journal-title":"Semios"},{"key":"ref43","year":"2017","journal-title":"Phytec"},{"key":"ref127","first-page":"191","article-title":"Research on application of local fruit E-commerce based on Internet of Things","volume":"2","author":"huang","year":"2017","journal-title":"Proc IEEE Int Conf Comput Sci Eng (CSE) IEEE Int Conf Embedded Ubiquitous Comput (EUC)"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/iThings\/CPSCom.2011.125"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2015.2469676"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2016.68"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfoodeng.2006.10.032"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/531364"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2017.03.001"},{"key":"ref71","first-page":"269","author":"huang","year":"2014","journal-title":"Key Technologies and Alogrithms’ Application in Agricultural Food Supply Chain Tracking System in E-Commerce"},{"key":"ref128","year":"2017","journal-title":"Plantix"},{"key":"ref70","first-page":"252","article-title":"IoT based animal health monitoring with naive Bayes classification","volume":"1","author":"shinde","year":"2017","journal-title":"Int J Emerg Trends Sci Technol"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/IE.2015.29"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2018.112102519"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2012.09.002"},{"key":"ref74","first-page":"400","article-title":"On RFID application in the tracking and tracing system of agricultural product logistics","author":"gan","year":"2010","journal-title":"International Conference on Computer and Computing Technologies in Agriculture"},{"key":"ref75","first-page":"496","article-title":"Multipurpose agricultural robot platform: Conceptual design of control system software for autonomous driving and agricultural operations using programmable logic controller","volume":"11","author":"abhishesh","year":"2017","journal-title":"World Acad Sci Eng Technol Int J Mech Aerosp Ind Mechatronic Manuf Eng"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2707489"},{"key":"ref78","year":"2017","journal-title":"CLAAS"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2706947"},{"key":"ref79","year":"2017","journal-title":"Precisionhawk"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CSE-EUC.2017.258"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/INCITE.2016.7857638"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/R10-HTC.2016.7906846"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSE.2014.6926609"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICUFN.2017.7993840"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/INCITE.2016.7857603"},{"key":"ref66","first-page":"462","article-title":"The study and application of the IoT technology in agriculture","volume":"2","author":"zhao","year":"2010","journal-title":"Proc 3rd Int Conf Comput Sci Inf Technol"},{"key":"ref67","first-page":"5216","article-title":"Agriculture field monitoring using wireless sensor networks to improving crop production","volume":"5216","author":"rubala","year":"2017","journal-title":"Int J Eng Sci"},{"key":"ref68","first-page":"844","article-title":"Smart aquaponics system for industrial Internet of Things (IIoT)","author":"odema","year":"2017","journal-title":"International Conference on Advanced Intelligent Systems and Informatics"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.bjp.2013.12.020"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.2478\/cait-2014-0043"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2014.2306328"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2695525"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2689040"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2017.1600625"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2017.7996640"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2014.2337336"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2017.5"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2016.2560919"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/CSITSS.2016.7779434"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1108\/00070700610682319"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAR.2015.7166035"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1016\/j.cofs.2016.07.001"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/ICIIP.2013.6707647"},{"key":"ref103","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1016\/j.foodcont.2014.07.007","article-title":"Patterns of food frauds and adulterations reported in the EU rapid alert system for food and feed and in finland","volume":"47","author":"t\u00e4hk\u00e4p\u00e4\u00e4","year":"2015","journal-title":"Food Control"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1016\/j.foodres.2016.08.028"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2014.2314132"},{"key":"ref112","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1145\/2636344","article-title":"Node-capture resilient key establishment in sensor networks: Design space and new protocols","volume":"47","author":"newell","year":"2015","journal-title":"ACM Comput Surveys (CSUR)"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/WFCS.2017.7991968"},{"key":"ref98","author":"nelleman","year":"2009","journal-title":"The Environmental Food Crisis the Environment’s Role in Averting Future Food Crises A UNEP Rapid Response Assessment"},{"key":"ref99","doi-asserted-by":"crossref","first-page":"556","DOI":"10.23883\/IJRTER.2017.3270.BH05J","article-title":"Cold storage management system for farmers based on IoT","volume":"3","author":"deepak","year":"2017","journal-title":"International Journal of Recent Trends in Engineering"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2016.1500131WC"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1126\/science.1185383"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ETNCC.2015.7184801"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.agsy.2017.01.023"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/NIGERCON.2017.8281944"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2005.09.003"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1109\/MIS.2015.67","article-title":"Precision farming: Sensor analytics","volume":"30","author":"ivanov","year":"2015","journal-title":"IEEE Intell Syst"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICNS.2010.26"},{"key":"ref118","year":"2017","journal-title":"If This Then That"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2010.5416341"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/ICM.2016.7847850"},{"key":"ref117","year":"2017","journal-title":"OpenConnectivity"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2011.02.004"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/ICOS.2016.7881983"},{"key":"ref18","first-page":"47","article-title":"Spatial soil variability mapping using electrical conductivity sensor for precision farming of rice","volume":"1","author":"amin","year":"2004","journal-title":"Int J Eng Technol"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1631\/jzus.2007.A1584"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2677977"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/iThings-GreenCom-CPSCom-SmartData.2016.66"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/WICOM.2007.584"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/ICIMIA.2017.7975628"},{"key":"ref113","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.dcan.2015.02.001","article-title":"The challenges of M2M massive access in wireless cellular networks","volume":"1","author":"biral","year":"2015","journal-title":"Digit Commun Netw"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2015.2389854"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-10-4154-9_82"},{"key":"ref115","author":"veer","year":"2017","journal-title":"Achieving Technical Interoperability—The ETSI Approach European Telecommunications Standards Institute"},{"key":"ref120","year":"2017","journal-title":"A Comparison of UNB and Spread Spectrum Wireless Technologies As Used in LPWA M2M Applications"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1145\/1555815.1555775"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2015.2504379"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2016.2551466"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2008.06.003"},{"key":"ref85","first-page":"503","article-title":"Autonomous wireless sensor network for greenhouse environmental conditions monitoring","author":"pekoslawski","year":"2013","journal-title":"Proc Int Conf Mixed Design Integr Circuits Syst (MIXDES'06)"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/ICITBS.2015.126"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2014.01.015"},{"key":"ref88","first-page":"1601","article-title":"MOA: Massive online analysis","volume":"11","author":"bifet","year":"2010","journal-title":"J Mach Learn Res"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/8534511\/08372905.pdf?arnumber=8372905","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T19:09:45Z","timestamp":1643224185000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8372905\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":132,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2018.2844296","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10]]}}}