Water Resource Modeling and Computational Technologies

1st Edition, Volume 7 - October 21, 2022
Imprint: Elsevier
Editors: Mohammad Zakwan, Abdul Wahid, Majid Niazkar, Uday Chatterjee
Language: English
Paperback ISBN:
9 7 8 - 0 - 3 2 3 - 9 1 9 1 0 - 4
eBook ISBN:
9 7 8 - 0 - 3 2 3 - 9 8 5 1 7 - 8

Water Resource Modeling and Computational Technologies, Seventh Edition provides the reader with a comprehensive overview of the applications that computational techniques have i… Read more

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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.

Cover image
Title page
Table of Contents
Copyright
Contributors
About the editors
Foreword
Preface
Acknowledgments
Section I: Introduction
Chapter 1: Artificial intelligence and machine learning in water resources engineering
Abstract
1: Introduction
2: Materials and methods
3: Evolution of artificial intelligence and machine learning
4: Results and discussion
5: Conclusion
References
Section II: Application of artificial intelligence to water resources
Chapter 2: Demystifying artificial intelligence amidst sustainable agricultural water management
Abstract
1: Introduction
2: AI in agriculture
3: Current and future scope in AI for agriculture
4: Challenges of AI in agriculture
5: Conclusions
Acknowledgments
Conflict of interest
References
Further reading
Chapter 3: Bidirectional long short-term memory-based empirical wavelet transform: A new hybrid artificial intelligence model for robust prediction of soil moisture content
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Conclusions
5: Recommendations
References
Chapter 4: Fuzzy logic modeling of groundwater potential in Marinduque, Philippines
Abstract
1: Introduction
2: Material and methods
3: Results
4: Discussion
5: Conclusion
References
Chapter 5: Soft-computing approach to scour depth prediction under wall jets
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Conclusions
References
Section III: Image processing applications in water resources
Chapter 6: Assessment of water resources using remote sensing and GIS techniques
Abstract
1: Introduction
2: Remote sensing and GIS: Tools for sustainability of water resources
3: Global positioning system (GPS)
4: Case study: Hydrological response analysis of IARI watershed using remote sensing and GIS
5: Future recommendations for efficient water resource management
6: Conclusion
References
Chapter 7: Establishing spatial relationships between land use and water quality influenced by urbanization
Abstract
1: Introduction
2: Study area
3: Material and methods
4: Results and discussion
5: Conclusion
Acknowledgments
References
Chapter 8: Satellite sensors, machine learning, and river channel unit types: A review
Abstract
1: Introduction
2: Bedrock channels
3: River channels and remote sensing
4: Materials and methods
5: Results and discussion
6: Predicting bedrock channels using machine learning algorithms
7: Conclusion
References
Chapter 9: Geospatial modeling in the assessment of environmental resources for sustainable water resource management in a semiarid region: A GIS approach
Abstract
1: Introduction
2: Study area
3: Material and methods
4: Results and discussion
5: Conclusions
Conflict of interest
References
Chapter 10: Study of morphologic changes in the past and predicting future changes of border rivers (case study: Arvand River, Iran-Iraq Border Line)
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Conclusion
References
Further reading
Chapter 11: Rainfall-runoff modeling using GIS: A case study of Gorganrood Watershed, Iran
Abstract
1: Introduction
2: Rationale of the study
3: Material and methods
4: Results and discussion
5: Conclusion
References
Chapter 12: A review of GIS-based hydrological models for sustainable groundwater management
Abstract
1: Introduction
2: Hydrological modeling
3: Geographic information system (GIS)
4: Benefits of using GIS-based hydrological models for groundwater modeling
5: Drawbacks of GIS-based hydrological models for groundwater modeling
6: Conclusion and future prospects
References
Chapter 13: Development of rainfall-runoff model using ANFIS with an integration of GIS: A case study
Abstract
1: Introduction
2: Study area
3: Methodology
4: Results and discussions
5: Conclusion
References
Chapter 14: Assessing the impact of land use and land cover changes on the water balances in an urbanized peninsular region of India
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Conclusion
References
Section IV: Advances in hydroinformatics mitigation
Chapter 15: Random vector functional link network based on variational mode decomposition for predicting river water turbidity
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Conclusions
5: Recommendations
Acknowledgments
References
Chapter 16: Water quality management: Development of a fuzzy-based index in hydro informatics platform
Abstract
1: Introduction
2: Study area
3: Materials and methods
4: Results and discussion
5: Conclusion
Acknowledgments
References
Chapter 17: Appraisal of multigene genetic programming for estimating optimal properties of lined open channels with circular shapes incorporating constant and variable roughness scenarios
Abstract
1: Introduction
2: Methods and materials
3: Results and discussion
4: Conclusions
Funding
Conflict of interest
References
Chapter 18: Geoinformatics-based assessment of gross irrigation requirement of different crops grown in the south-western region of Haryana, India
Abstract
1: Introduction
2: Study area
3: Material and methods
4: Results and discussion
5: Conclusions
Conflict of interest
References
Section V: Advances in watershed modelling
Chapter 19: Theoretical background and application of numerical modeling to surface water resources
Abstract
1: Introduction
2: Materials and methods
3: Conclusions
References
Chapter 20: Prophecy of groundwater fluctuation through SVM-FFA hybrid approaches in arid watershed, India
Abstract
1: Introduction
2: Study area
3: Material and methods
4: Results and discussion
5: Conclusions
Conflict of interest
Research funding
References
Further reading
Chapter 21: Basin-scale subsurface hydrology: Modeling of a stressed and data-scarce aquifer using hillslope-based approach
Abstract
1: Introduction
2: Materials and methods
3: Study area and data collection
4: Field application
5: Results and discussion
6: Summary and conclusions
References
Section VI: Advances in numerical modelling in water resources
Chapter 22: Multiphysics modeling of groundwater flow on the example of a coupled thermo-hydro-mechanical model of infiltration of water warmer or cooler than the surroundings
Abstract
1: Introduction
2: Mathematical models of fluid flow in porous media
3: Results and discussion
4: Conclusions
Acknowledgments
References
Chapter 23: Hydrosalinity modeling of water and salt dynamics in irrigated soil groundwater systems
Abstract
1: Introduction
2: Materials and methods
3: Hydrosalinity models
4: Results and discussions
5: Subsurface drainage modeling
6: Conclusions
References
Section VII: Optimization techniques and analytical formulations in water resource
Chapter 24: Multiobjective optimization techniques for integrated urban water management: A case study of Varanasi city
Abstract
1: Introduction
2: Material and methods
3: Case study of Varanasi City
4: Conclusion
References
Chapter 25: Hybrid extreme learning machine optimized bat algorithm based on ensemble empirical mode decomposition for modeling dissolved oxygen in river
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Conclusions
5: Recommendations
References
Further reading
Chapter 26: Application of machine learning models to side-weir discharge coefficient estimations in trapezoidal and rectangular open channels
Abstract
1: Introduction
2: Material and methods
3: Results and discussion
4: Conclusion
References
Section VIII: Advances in sediment transport modelling and river engineering
Chapter 27: The hole size analysis of bursting events around mid-channel bar using the conditional method approach
Abstract
1: Introduction
2: Experimental program
3: Bursting events
4: Conclusions
5: Limitation and scope for future research work
References
Chapter 28: Magnitude frequency analysis of sediment transport: Concept, review, and application
Abstract
1: Introduction
2: Literature review
3: Materials and method
4: Results and discussion
5: Applications of effective discharge in river design and monitoring
6: Conclusion
References
Chapter 29: Last century evolution in local scour measuring techniques
Abstract
1: Introduction
2: Scour monitoring
3: Scour monitoring measurement method in the laboratory
4: Scour monitoring using structural dynamic
5: Photogrammetry
6: Conclusion
References
Further reading
Section IX: Computational intelligence in extreme hydrology: flood and droughts
Chapter 30: Understanding trend and its variability of rainfall and temperature over Patna (Bihar)
Abstract
1: Introduction
2: Area of research and information sources
3: Material and methods
4: Results and discussion
5: Conclusion
References
Chapter 31: A review of climate change trends and scenarios (2011–2021)
Abstract
1: Introduction
2: Methodology
3: Results and discussion
4: Conclusion
References
Chapter 32: Climate change and trend analysis of precipitation and temperature: A case study of Gilan, Iran
Abstract
1: Introduction
2: Materials and methods
3: Performance evaluation of model used
4: Trend analysis
5: Results and discussion
6: Conclusions
References
Chapter 33: Innovative triangular trend analysis of monthly precipitation at Shiraz Station, Iran
Abstract
1: Introduction
2: Materials and methods
3: Innovative trend analysis (ITA)
4: Results and discussion
5: Conclusion
References
Chapter 34: Overview of trend and homogeneity tests and their application to rainfall time series
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Limitations and future challenges
5: Recommendations
6: Concluding remarks
Acknowledgments
References
Chapter 35: Flash floods and their impact on natural life using surface water model and GIS technique at Wadi Degla natural reserve area, Egypt
Abstract
1: Introduction
2: Materials and methods
3: Results and discussions
4: Impact on natural life
5: Conclusions
Funding
Availability of data and materials
Ethics approval and consent to participate
Consent for publication
Competing interests
References
Chapter 36: GLOF Early Warning System: Computational challenges and solutions
Abstract
1: Introduction
2: Materials and methods
3: Results and discussion
4: Salient features of GLOF Early Warning System
5: Limitations of the study
6: Recommendations
7: Conclusions
Acknowledgments
References
Chapter 37: Flood forecasting using novel ANFIS-WOA approach in Mahanadi river basin, India
Abstract
1: Introduction
2: Study area
3: Material and methods
4: Results and discussion
5: Conclusion
References
Index

Mohammad Zakwan

Dr. Mohammad Zakwan PhD is presently working as an Assistant Professor in Maulana Azad National University, Hyderabad, India. He has published numerous papers and has a demonstrated history of working in Water Resource Engineering. He has been serving as an editorial board member and reviewer for various journals. His research interests include modelling of infiltration, modelling river water quality, sediment rating curves, stage discharge curves, computation of effective discharge and dominant discharge, climate change, trend analysis in water resources, river engineering, hydraulics, and hydrology of rivers. Dr. Mohammad Zakwan was a recipient of Gold medals during his M.Tech and B.Tech. He was awarded MHRD GATE scholarship and CSIR NET JRF scholarship for his M.Tech and PhD, respectively.

Affiliations and expertise

Assistant Professor, Department of Civil Engineering, Maulana Azad National Urdu University, Hyderabad, Telangana, India

Abdul Wahid

Prof. Abdul Wahid is presently serving as Professor and Dean of the School of Technology, Maulana Azad National University, Hyderabad, India. He has also served as Visiting Professor (Research) in National Defense University Malaysia. He has over 20 years of teaching experience. He has published numerous papers in Science Citation Indexed and Scopus Journals with a demonstrated history of working in Computational Intelligence. He has been serving as an editorial board member and reviewer for various journals. He has been session chair and keynote speaker in many international conferences. His research interests include Computer Architecture, Artificial Neural Network, Computer Security and Reliability.

Affiliations and expertise

Professor and Dean, School of Technology, Maulana Azad National University, Hyderabad, India

Majid Niazkar

Dr. Majid Niazkar received his BS degree in Civil Engineering (2012), MS degree in Hydraulic Structures (2014) and PhD degree in Water Resources (2019) from the Department of Civil and Environmental Engineering, Shiraz University, Shiraz, Iran. He is currently a research assistant in the Department of Civil and Environmental Engineering, Shiraz University. His research interests include hydrology (specifically: flood modeling and routing), open channel hydraulics, water resources management, artificial intelligence (AI) applications in water resources, parameter estimation, bed roughness prediction, water distribution networks, optimization, numerical modeling, river engineering and sediment transport, groundwater, assessing the impacts of climate change, and interdisciplinary topics like AI in medicine. He has published more than 60 papers in international journals and conference proceedings.

Affiliations and expertise

Research assistant, Department of Civil and Environmental Engineering, Shiraz University, Iran

Uday Chatterjee

Dr. Uday Chatterjee is an Assistant Professor at Bhatter College in Dantan, Paschim Medinipur, West Bengal, India, and an Applied Geographer with a Post-Graduate in Applied Geography from Utkal University and a Doctorate in Applied Geography from Ravenshaw University in Cuttack, Odisha. He has contributed to a number of research papers that have been published in reputable national and international publications, as well as edited book volumes. He has also organized (as the convener) a Faculty Development Program on "Modern ways of teaching and advanced research methods," which was funded by the Indian Council of Social Science Research (ICSSR). Urban Planning, Social and Human Geography, Applied Geomorphology, Hazards & Disasters, Environmental Issues, Land Use and Rural Development are some of his research interests. The West Bengal Pollution Control Board (WBPCB) of the Government of West Bengal, India, financed his research. He has worked as a reviewer for a number of international publications. Dr. Uday Chatterjee is currently the lead editor of the Springer Special Issue (S.I) on Urbanism, Smart Cities, and Modelling.

Affiliations and expertise

Assistant Professor, Department of Geography, Bhatter College (Affiliated to Vidyasagar University), Dantan, India

Life Sciences

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Water Resource Modeling and Computational Technologies

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