Ibrahim,T.Mıshra, AlokMishra,A.Software Engineering2024-10-062024-10-06202011506-218X[SCOPUS-DOI-BELIRLENECEK-57]2-s2.0-85097196987https://hdl.handle.net/20.500.14411/9534Water could be some-times a source of danger on people's lives and property. Although it is one of the most important elements of life on this planet. This article define the threat of water pollution in Tigris River in Iraq. by collecting a data that generated by sensors that installed in a water pollution sensing project in Baghdad city, also this article aimed to detect and analyze the behavior of water environment. It is an effort to predict the threat of pollution by using advanced scientific methods like the technology of Internet of Things (IoT) and Machine learning in order to avoid the threat and/or minimize the possible damages. This can be used as a proactive service provided by E-governments towards their own citizens. © Middle Pomeranian Scientific Society of The Environment Protection. All rights reserved.eninfo:eu-repo/semantics/closedAccessArtificial Neural NetworkE-governmentInternet of ThingsTigris RiverWater Pollution predictionArticleQ4Q4221117129