LEADER 03951nam 22007095 450 001 9910866570503321 005 20250527124907.0 010 $a9789819715183$b(electronic bk.) 010 $z9789819715176 024 7 $a10.1007/978-981-97-1518-3 035 $a(MiAaPQ)EBC31501363 035 $a(Au-PeEL)EBL31501363 035 $a(CKB)32338371600041 035 $a(DE-He213)978-981-97-1518-3 035 $a(OCoLC)1443170190 035 $a(EXLCZ)9932338371600041 100 $a20240622d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aWater Informatics $eChallenges and Solutions Using State of Art Technologies /$fedited by Supreeti Kamilya, Arindam Biswas, Sheng-Lung Peng 205 $a1st ed. 2024. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2024. 215 $a1 online resource (239 pages) 225 1 $aWater Informatics for Water Resource Management,$x2731-9113 311 08$aPrint version: Kamilya, Supreeti Water Informatics Singapore : Springer,c2024 9789819715176 327 $aAn Analysis and Monitoring of Ground Water Quality and Disaster Management -- Presence of Non-biodegradable Polymer in the Hydro-logical Layers -- Applications of Elementary Cellular Automata for Water Informatics -- Identification of Water Potability using Machine Learning Techniques -- Soft Computing Techniques for Flood Prediction. 330 $aThis book provides a clear view of various applications for water resource management using different state-of-the-art technologies such as artificial intelligence, IoT, and cellular automata. The book also shows the analytical part of surface water as well as groundwater bodies to control pollution and save ecology. It gives an idea about the collection of data for disaster management such as flood prediction and flood inoculation. The book provides the fundamental aspects of various computational or simulation methods for surface and underground water body detection, prediction of non-biodegradable elements in water bodies, water potability, and predictions of natural disasters like floods. The book summarizes different aspects of water body challenges and the possible solutions proposed using new technologies. The book opens up a future research direction of dealing with various challenges and solutions based on emerging technologies. This book comes up with a direction for the researchers interested in dealing with various aspects of water challenges and finding solutions using emerging technologies in the new era of modern computations. . 410 0$aWater Informatics for Water Resource Management,$x2731-9113 606 $aMachine learning 606 $aApplication software 606 $aEnvironmental protection 606 $aCivil engineering 606 $aMachine Learning 606 $aComputer and Information Systems Applications 606 $aSoil and Water Protection 606 $aExplotació de recursos hidràulics$2thub 606 $aProgramari d'aplicació$2thub 606 $aIntel·ligència artificial$2thub 608 $aLlibres electrònics$2thub 615 0$aMachine learning. 615 0$aApplication software. 615 0$aEnvironmental protection. 615 0$aCivil engineering. 615 14$aMachine Learning. 615 24$aComputer and Information Systems Applications. 615 24$aSoil and Water Protection. 615 7$aExplotació de recursos hidràulics 615 7$aProgramari d'aplicació 615 7$aIntel·ligència artificial 676 $a006.31 700 $aKamilya$b Supreeti$01772015 701 $aBiswas$b Arindam$01772016 701 $aPeng$b Sheng-Lung$01363616 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910866570503321 996 $aWater Informatics$94269692 997 $aUNINA