{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T17:03:16Z","timestamp":1781715796953,"version":"3.54.5"},"reference-count":25,"publisher":"Hindawi Limited","license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Sensors"],"published-print":{"date-parts":[[2015]]},"abstract":"<jats:p>Smartphones have become a useful tool in agriculture because their mobility matches the nature of farming, the cost of the device is highly accessible, and their computing power allows a variety of practical applications to be created. Moreover, smartphones are nowadays equipped with various types of physical sensors which make them a promising tool to assist diverse farming tasks. This paper systematically reviews smartphone applications mentioned in research literature that utilize smartphone built-in sensors to provide agricultural solutions. The initial 1,500 articles identified through database search were screened based on exclusion criteria and then reviewed thoroughly in full text, resulting in 22 articles included in this review. The applications are categorized according to their agricultural functions. Those articles reviewed describe 12 farming applications, 6 farm management applications, 3 information system applications, and 4 extension service applications. GPS and cameras are the most popular sensors used in the reviewed papers. This shows an opportunity for future applications to utilize other sensors such as accelerometer to provide advanced agricultural solutions.<\/jats:p>","DOI":"10.1155\/2015\/195308","type":"journal-article","created":{"date-parts":[[2015,7,30]],"date-time":"2015-07-30T21:29:03Z","timestamp":1438291743000},"page":"1-18","source":"Crossref","is-referenced-by-count":160,"title":["Applications of Smartphone-Based Sensors in Agriculture: A Systematic Review of Research"],"prefix":"10.1155","volume":"2015","author":[{"given":"Suporn","family":"Pongnumkul","sequence":"first","affiliation":[{"name":"National Electronics and Computer Technology Center (NECTEC), 112 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pimwadee","family":"Chaovalit","sequence":"additional","affiliation":[{"name":"National Electronics and Computer Technology Center (NECTEC), 112 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Navaporn","family":"Surasvadi","sequence":"additional","affiliation":[{"name":"National Electronics and Computer Technology Center (NECTEC), 112 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"98","reference":[{"key":"2","doi-asserted-by":"publisher","DOI":"10.1186\/1472-6947-12-67"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.3390\/s140407181"},{"issue":"2","key":"4","first-page":"153","volume":"25","year":"2009","journal-title":"Australasian Journal of Educational Technology"},{"issue":"4","key":"5","first-page":"62","volume":"10","year":"2007","journal-title":"Educational Technology and Society"},{"issue":"2","key":"6","first-page":"1","volume":"1","year":"2012","journal-title":"Agriculture & Food Security"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2013.04.019"},{"issue":"4","key":"10","doi-asserted-by":"crossref","first-page":"637","DOI":"10.1111\/j.1365-2389.2011.01356.x","volume":"62","year":"2011","journal-title":"European Journal of Soil Science"},{"key":"30","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2013.10.002"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41151-9_13"},{"key":"45","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2012.04.003"},{"key":"33","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2011.06.009"},{"key":"37","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2013.08.002"},{"key":"39","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2010.08.006"},{"key":"46","doi-asserted-by":"publisher","DOI":"10.3390\/educsci5010026"},{"key":"47","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2012.04.042"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compenvurbsys.2011.05.003"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1186\/1687-1499-2014-135"},{"key":"19","volume":"339","year":"2009","journal-title":"British Medical Journal"},{"key":"20","series-title":"Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)","first-page":"196","volume-title":"Intelligent ubiquitous sensor network for agricultural and livestock farms","volume":"7017","year":"2011"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2008.04.007"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-77253-0_10"},{"key":"38","series-title":"Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)","first-page":"264","volume-title":"Farmer response towards the initial agriculture information dissemination mobile prototype","volume":"7971","year":"2013"},{"issue":"3-4","key":"48","first-page":"2532","volume":"11","year":"2013","journal-title":"Journal of Food, Agriculture and Environment"},{"key":"49","doi-asserted-by":"publisher","DOI":"10.1006\/jaer.2000.0639"},{"key":"50","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2014.09.004"}],"container-title":["Journal of Sensors"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/195308.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/195308.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/js\/2015\/195308.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,23]],"date-time":"2017-06-23T16:44:26Z","timestamp":1498236266000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/js\/2015\/195308\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"references-count":25,"alternative-id":["195308","195308"],"URL":"https:\/\/doi.org\/10.1155\/2015\/195308","relation":{},"ISSN":["1687-725X","1687-7268"],"issn-type":[{"value":"1687-725X","type":"print"},{"value":"1687-7268","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015]]}}}