{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T20:05:40Z","timestamp":1762459540430},"reference-count":40,"publisher":"IGI Global","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,1,1]]},"abstract":"<p>A shift in water monitoring approach from traditional grab sampling to novel wireless sensors is gaining in popularity not only among researchers but also in the market. These latest technologies readily enable numerous advantageous monitoring arrangements like remote, continuous, real-time, and spatially-dense and broad in coverage measurements, and identification of long-term trends of parameters of interest. Thus, a WSN system is implemented in a river in Kosovo as part of the InWaterSense project to monitor its water quality parameters. It is one of the first state of the art technology demonstration systems of its kind in the domain of water monitoring in developing countries like Kosovo. Water quality datasets are transmitted at pre-programmed intervals from sensing stations deployed in the river to the server at university via the GPRS network. Data is then made available through a portal to different target groups (policy-makers, water experts, and citizens). Moreover, the InWaterSense system behaves intelligently like staying in line with water quality regulatory standards.<\/p>","DOI":"10.4018\/ijaeis.2018010103","type":"journal-article","created":{"date-parts":[[2017,11,8]],"date-time":"2017-11-08T15:53:01Z","timestamp":1510156381000},"page":"39-61","source":"Crossref","is-referenced-by-count":4,"title":["InWaterSense"],"prefix":"10.4018","volume":"9","author":[{"given":"Figene","family":"Ahmedi","sequence":"first","affiliation":[{"name":"Faculty of Civil Engineering and Architecture, University of Prishtina, Prishtina, Kosovo"}]},{"given":"Lule","family":"Ahmedi","sequence":"additional","affiliation":[{"name":"Faculty of Electrical and Computer Engineering, University of Prishtina, Prishtina, Kosovo"}]},{"given":"Brendan","family":"O'Flynn","sequence":"additional","affiliation":[{"name":"Tyndall National Institute, Cork, Ireland and Clarity Centre for Sensor Web Technologies, University College Cork, Cork, Ireland"}]},{"given":"Arianit","family":"Kurti","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Linnaeus University, V\u00e4xj\u00f6, Sweden"}]},{"given":"Syl\u00eb","family":"Tahirsylaj","sequence":"additional","affiliation":[{"name":"Hydrometeorological Institute of Kosova, Prishtina, Kosovo"}]},{"given":"Eliot","family":"Byty\u00e7i","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, University of Prishtina, Prishtina, Kosovo"}]},{"given":"Besmir","family":"Sejdiu","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, University of Prishtina, Prishtina, Kosovo"}]},{"given":"Astrit","family":"Salihu","sequence":"additional","affiliation":[{"name":"University of Prishtina, Prishtina, Kosovo"}]}],"member":"2432","reference":[{"key":"IJAEIS.2018010103-0","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2014.2360816"},{"key":"IJAEIS.2018010103-1","doi-asserted-by":"publisher","DOI":"10.1145\/3005719"},{"key":"IJAEIS.2018010103-2","unstructured":"Ahmedi, L., Jajaga, E., & Ahmedi, F. (2013). An Ontology Framework for Water Quality Management. In C. H. O. Corcho (Ed.), Proceedings of the 6th International Workshop on Semantic Sensor Networks co-located with the 12th International Semantic Web Conference(ISWC 2013), Sydney, Australia (pp. 35-50)."},{"key":"IJAEIS.2018010103-3","doi-asserted-by":"publisher","DOI":"10.4018\/IJWP.2015010102"},{"key":"IJAEIS.2018010103-4","doi-asserted-by":"publisher","DOI":"10.1016\/j.trac.2006.05.009"},{"key":"IJAEIS.2018010103-5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-49157-8_6"},{"key":"IJAEIS.2018010103-6","doi-asserted-by":"publisher","DOI":"10.1109\/ICBBE.2010.5515792"},{"key":"IJAEIS.2018010103-7","author":"P.Chave","year":"2001","journal-title":"The EU water framework directive"},{"key":"IJAEIS.2018010103-8","unstructured":"CIRCA. (2003). Monitoring under the Water Framework Directive, Policy Summary to Guidance Document 7. Retrieved 01\/01\/2017 from http:\/\/www.epa.ie\/pubs\/reports\/water\/other\/wfd\/"},{"issue":"3","key":"IJAEIS.2018010103-9","doi-asserted-by":"crossref","first-page":"33","DOI":"10.2166\/wst.2002.0048","article-title":"Management of sensible water uses with real-time measurements.","volume":"46","author":"N.Fleischmann","year":"2002","journal-title":"Water Science and Technology"},{"key":"IJAEIS.2018010103-10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-73549-6_22"},{"key":"IJAEIS.2018010103-11","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2014.03.012"},{"key":"IJAEIS.2018010103-12","doi-asserted-by":"publisher","DOI":"10.1039\/b710665n"},{"key":"IJAEIS.2018010103-13","unstructured":"Greenwood, R., Webster, J., & Regan, F. (2008). Sustainable water: chemical science priorities. RSC Report."},{"key":"IJAEIS.2018010103-14","unstructured":"Irvine, K., Boelens, R., Fitzsimmons, J., Kemp, A., & Johnston, P. (2002). Review of Monitoring and Research to meet the needs of the EU Water Framework Directive (200-DS-5-M1). In R.T. Watson, M.C. Zinyowera, R.H. Moss et al. (Eds.), IPCC \u201901. Geneva: IPCC."},{"key":"IJAEIS.2018010103-15","doi-asserted-by":"crossref","unstructured":"Jajaga, E., & Ahmedi, L. (2017). C-SWRL: SWRL for Reasoning over Stream Data information. In Proceedings of the 11th IEEE International Conference on Semantic Computing (ICSC 2017), San Diego, CA, January 30-February 1.","DOI":"10.1109\/ICSC.2017.64"},{"key":"IJAEIS.2018010103-16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24129-6_8"},{"key":"IJAEIS.2018010103-17","unstructured":"Jajaga, E., Ahmedi, L., & Ahmedi, F. (2016)a. StreamJess: Enabling Jess for Stream Data Reasoning and the Water Domain Case. In Proceedings of the20th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2016), Bologna, Italy, November 19-23."},{"key":"IJAEIS.2018010103-18","doi-asserted-by":"publisher","DOI":"10.1504\/IJMSO.2016.083507"},{"key":"IJAEIS.2018010103-19","doi-asserted-by":"publisher","DOI":"10.3390\/s90806411"},{"key":"IJAEIS.2018010103-20","doi-asserted-by":"publisher","DOI":"10.1021\/cr050354e"},{"key":"IJAEIS.2018010103-21","author":"T.K\u00f6nn\u00f6l\u00e4","year":"2008","journal-title":"Future outlook on water quality monitoring technologies"},{"key":"IJAEIS.2018010103-22","doi-asserted-by":"publisher","DOI":"10.1108\/02602281211197125"},{"key":"IJAEIS.2018010103-23","unstructured":"Monitoring, I. D. S. https:\/\/www.idsmonitoring.com (accessed 01\/02\/2017)"},{"key":"IJAEIS.2018010103-24","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA.2013.6616432"},{"key":"IJAEIS.2018010103-25","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2007.34"},{"key":"IJAEIS.2018010103-26","doi-asserted-by":"publisher","DOI":"10.1088\/0957-0233\/21\/12\/124004"},{"key":"IJAEIS.2018010103-27","doi-asserted-by":"publisher","DOI":"10.4304\/jcm.6.2.143-151"},{"key":"IJAEIS.2018010103-28","doi-asserted-by":"publisher","DOI":"10.1065\/jss2006.02.002"},{"issue":"10","key":"IJAEIS.2018010103-29","first-page":"24","article-title":"Water quality monitoring system using ZigBee based wireless sensor network.","volume":"9","author":"Z.Rasin","year":"2009","journal-title":"IACSIT International Journal of Engineering and Technology"},{"key":"IJAEIS.2018010103-30","doi-asserted-by":"publisher","DOI":"10.1089\/ees.2006.0041"},{"key":"IJAEIS.2018010103-31","doi-asserted-by":"publisher","DOI":"10.1089\/ees.2006.0044"},{"key":"IJAEIS.2018010103-32","doi-asserted-by":"publisher","DOI":"10.1109\/HONET.2011.6149804"},{"key":"IJAEIS.2018010103-33","unstructured":"Statutory Instruments. (2009), European Communities Environmental Objectives (Surface Waters) Regulations 2015 (S.I. No. 386 of 2015). Retrieved 10 July 2017 from http:\/\/www.irishstatutebook.ie\/eli\/2015\/si\/386\/made\/en\/pdf"},{"key":"IJAEIS.2018010103-34","doi-asserted-by":"publisher","DOI":"10.1289\/ehp.115-a348"},{"key":"IJAEIS.2018010103-35","article-title":"Real world issues in deploying a wireless sensor network for oceanography.","author":"J.Tateson","year":"2005","journal-title":"Workshop on Real-World Wireless Sensor Networks REALWSN\u201905"},{"key":"IJAEIS.2018010103-36","doi-asserted-by":"publisher","DOI":"10.1109\/LCN.2007.23"},{"key":"IJAEIS.2018010103-37","doi-asserted-by":"publisher","DOI":"10.1109\/CICC-ITOE.2010.9"},{"key":"IJAEIS.2018010103-38","doi-asserted-by":"publisher","DOI":"10.1109\/WICOM.2009.5303974"},{"key":"IJAEIS.2018010103-39","doi-asserted-by":"publisher","DOI":"10.3390\/s21100455"}],"container-title":["International Journal of Agricultural and Environmental Information Systems"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=192194","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,7]],"date-time":"2022-05-07T01:57:02Z","timestamp":1651888622000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJAEIS.2018010103"}},"subtitle":["An Intelligent Wireless Sensor Network for Monitoring Surface Water Quality to a River in Kosovo"],"short-title":[],"issued":{"date-parts":[[2018,1,1]]},"references-count":40,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,1]]}},"URL":"https:\/\/doi.org\/10.4018\/ijaeis.2018010103","relation":{},"ISSN":["1947-3192","1947-3206"],"issn-type":[{"value":"1947-3192","type":"print"},{"value":"1947-3206","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1,1]]}}}