Intro
Preface
Contents
Contributors
1 Assessment of Water Consumers Literacy
1.1 Introduction
1.2 State of Art
1.3 The Quality of Water for Human Consumption
1.4 Literacy
1.4.1 Literacy in Water Consumption
1.5 Artificial Neural Networks-Based Approach
1.6 Materials and Methods
1.6.1 Research Design
1.6.2 Data Collection
1.6.3 Location of Study
1.6.4 Participants
1.6.5 Qualitative Data Processing
1.6.6 Artificial Neural Networks
1.6.7 Ethical Aspects
1.7 Results and Discussion
1.7.1 Frequency of Response Analysis

1.7.2 Water Consumers' Literacy Assessment
1.8 Conclusions
Annex A
References
2 Machine Learning Applications in Sustainable Water Resource Management: A Systematic Review
2.1 Introduction
2.2 Conceptualization of Water Resource
2.2.1 Water Resource Management (WRM)
2.2.2 Tools and Techniques of WRM
2.3 Methodology Adopted for Conducting Systematic Review
2.4 Approaches and Modeling for Sustainable Water Resource via Machine Learning
2.4.1 Maintenance Planning for Water Infrastructure
2.4.2 Forecasting Water Demand and Use

2.4.3 Observing Dams and Water Reservoirs
2.4.4 Water Quality Monitoring and Reporting
2.4.5 Use of AI in Assessing Water Quality Using Remote Sensing
2.5 Challenges in WRM
2.6 Review Findings and Research Gap
2.7 Conclusion
2.8 Recommendations
References
3 Remote Sensing and Machine Learning Applications for the Assessment of Urban Water Stress: A Review
3.1 Introduction
3.2 Key Indices and Indicators for the Water Quantity and Water Quality
3.3 Application of Remote Sensing and Machine Learning for Urban Water Quantity

3.4 Application of Remote Sensing and Machine Learning with the Water Quality
3.5 Conclusion
References
4 Role of Artificial Intelligence in Water Conservation with Special Reference to India
4.1 Introduction
4.2 Review Studies in the Modelling of Water Variables
4.3 Water Conservation
4.4 Managing Water in Megacities
4.5 Government of India Water Resource Management Policies and Programs
4.5.1 Components
4.5.2 National Water Policy
4.5.3 Jal Shakti Abhiyan
4.5.4 Jal Jeevan Mission
4.5.5 Swajal Scheme

4.5.6 The National Rural Drinking Water Programme (NRDWP)
4.5.7 Nal Se Jal Scheme
4.6 Information and Communication Technology Tools in Water Sector
4.6.1 Meters and Sensors
4.6.2 Sensor for Pressure Management
4.6.3 The Flow Sensors
4.6.4 Sensors for Energy Consumption
4.6.5 Water Consumption Meter
4.6.6 Supervisory Control and Data Acquisition (SCADA)
4.7 Communication Facilities
4.8 Mechanics Models
4.9 Decision-Making Aid
4.10 Design and Management of Water Supply and Irrigation
4.11 Advantages of AI in Water Conservation
4.12 Conclusion
References