Water Resource Modeling and Computational Technologies

Mohammad Zakwan , Abdul Wahid , Majid Niazkar , Uday Chatterjee 지음

Elsevier 2023년 03월 22일 출간 종이책 : 2022년 10월 28일 출간

작품소개

책소개

Water Resource Modeling and Computational Technologies, Seventh Edition provides the reader with a comprehensive overview of the applications that computational techniques have in various sectors of water resource engineering. The book explores applications of recent modeling and computational techniques in various sectors of water resource engineering, including hydroinformatics, irrigation engineering, climate change, hydrologic forecasting, floods, droughts, image processing, GIS, water quality, aquifer mapping, basin scale modeling, computational fluid dynamics, numerical modeling of surges and groundwater flow, river engineering, optimal reservoir operation, multipurpose projects, and water resource management. As such, this is a must read for hydrologists, civil engineers and water resource managers. Presents contributed chapters from global experts in the field of water resources from both a science and engineering perspective Includes case studies throughout, providing readers with an opportunity to understand how case specific challenges can help with computational techniques Provides basic concepts as well as a literature review on the application of computational techniques in various sectors of water resources

목차

Section I - Introduction 1. Artificial intelligence and machine learning in water resources engineering Section II - Application of Artificial Intelligence to Water Resources 2. Demystifying Artificial Intelligence amidst Sustainable Agricultural Water Management 3. Bidirectional Long Short-Term Memory Based Empirical Wavelet Transform: a New Hybrid Artificial Intelligence Model for Robust Prediction of Soil Moisture Content 4. Fuzzy logic modeling of groundwater potential in Marinduque, Philippines 5. Soft-computing approach to scour depth prediction under wall jets Section III – Image Processing Applications in Water Resources 6. Assessment of Water Resources using Remote Sensing and GIS Techniques 7. Establishing Spatial Relationships Between Land Use and Water Quality Influenced by Urbanization 8. Satellite sensors, machine learning and river channel unit types: A review 9. Geospatial modeling in the assessment of environmental resources for sustainable water resource management in a semi-arid region: A GIS approach 10. Study of morphologic changes of Arvand River in the past and predicting its future changes 11. Rainfall runoff modelling using GIS: a case study of Gonbad Kavous, Iran 12. GIS-Based Hydrological Models for a Sustainable Groundwater Management: An Overview 13. Development of Rainfall-Runoff Model Using ANFIS with an Integration of GIS: A Case Study 14. Assessing the impact of land use and land cover changes on the water balances in an urbanized peninsular region of India Section IV - Advances in Hydroinformatics mitigation 15. Random Vector Functional Link Network based On Variational Mode Decomposition for Accurate Prediction of River Water Turbidity 16. Water Quality Management: Development of a Fuzzy based index in Hydroinformatics platform 17. Appraisal Of Multi-Gene Genetic Programming For Estimating Optimal Properties Of Lined Open Channels With Circular Shapes Incorporating Constant And Va

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작가정보

저자(글) Mohammad Zakwan

저자(글) Abdul Wahid

저자(글) Majid Niazkar

저자(글) Uday Chatterjee