Hydrological Processes Modelling and Data Analysis

Vijay P. Singh is a Distinguished Professor, Regents Professor, and Inaugural Holder of the Caroline and William N. Lehrer Distinguished Chair in Water Engineering at Texas A&M University, USA. He is a Registered Professional Engineer, Registered Professional Hydrologist, and Honorary Diplomate of ASCE-AAWRE. He is a Member of the National Academy of Engineering (NAE), an Academician of Georgia Fazisi Academy, a Member of the European Academy of Sciences and Arts, and a Fellow/Member of 12 other international science/engineering academies. He has published extensively in the areas of hydrology, irrigation engineering, hydraulics, groundwater, hydraulic geometry, water quality, food-water-energy-environment nexus, water resources, entropy theory, copula theory, and climate change impacts with more than 1,540 refereed journal articles; 40 books; 95 edited reference books, as well as the Handbook of Applied Hydrology and Encyclopedia of Snow, Ice and Glaciers; 130 book chapters; and 330 conference papers. Rajendra Singh has been a Faculty in the Agricultural and Food Engineering Department at IIT Kharagpur since 1989. He has been associated with the Land and Water Resources Engineering (earlier, Soil and Water Conservation Engineering) discipline of the department and has taught surface water hydrology at UG and PG levels. He has contributed significantly to the agricultural engineering profession through teaching, research, and technology transfer. He has developed and popularised five software packages, including the “Hydrology Calculator,” to improve agricultural engineering education and research. He is a Fellow of the National Academy of Agricultural Sciences (NAAS). He has received the “Jawaharlal Nehru Award” for the best doctoral research, the “ICAR Young Scientist Award,” the “AICTE Career Award for Young Teachers,” “Recognition Award” in the area of “Soil and Water Conservation Engineering” from NAAS, and “Outstanding Book Award” from ISAE for his book “Soil and Water Conservation Structures Design.”Pranesh Kumar Paul is Distinguished Research Scientist at the University of Guelph, Guelph, Canada. He has completed his Ph.D. and Masters in the broad domain of hydrology and climate change from the Indian Institute of Technology Kharagpur. Before joining his current position, he worked as an International Fellow at the Chinese Academy of Sciences. As a Research Scientist, he continues to delve into the complexities of hydrology, contributing to the scientific community and collective understanding of water systems.Deepak Singh Bisht is Scientist ‘C’ at the Centre for Cryosphere and Climate Change Studies within the esteemed National Institute of Hydrology, Roorkee. He has completed his Ph.D. and Masters in the broad domain of Hydrology and Climate Change from the Agricultural and Food Engineering Department at the Indian Institute of Technology Kharagpur. Before joining NIH, he served as Assistant Professorof Soil and Water Engineering at the Sugarcane Research Institute of Dr. Rajendra Prasad Central Agricultural University, Pusa. His diverse research interests encompass hydrological modelling, hydro-climatology, springshed management, flood modelling, hydrological extremes, and the application of remote sensing and GIS in water resource management. He has published several research papers in internationally reputed, peer-reviewed journals. He has also received recognition for his contributions as a Reviewer for peer-reviewed journals and as a Proceeding Editor for an international conference.Srishti Gaur is a Post-doctoral Scholar in the Department of Food, Agricultural and Biological Engineering at the Ohio State University. She graduated with her joint M.Tech.-Ph.D. degree in Land and Water Resources Engineering from the Indian Institute of Technology Kharagpur in April 2022. She has a broader research interest in the fields of hydrology, eco-hydrology, hydro-climatology, environmental sustainability, and machine learning. The techniques involved in her research include modelling and simulation, machine learning, geospatial analysis, remote sensing, and hydrological and eco-hydrological field data collection. She is an Active Member of the American Society of Agricultural and Biological Engineering (ASABE) and the American Geophysical Union (AGU).

• Chapter 1. Introduction.- Chapter 2. Data Availability and Acquisition.- Chapter 3. Time-Series Analysis.- Chapter 4. Remote Sensing Driven Data Analysis and Geographic Information Systems (GIS).- Chapter 5. Climate Change Impact Analysis.- Chapter 6. Land Use Land Cover (LULC) Change Analysis.- Chapter 7. Integrated Modelling Systems.- Chapter 8. Extreme Event Analysis.- Chapter 9. Uncertainty Analysis.- Chapter 10. Machine Learning (ML) /Artificial Intelligence (AI) in Water Resources.- Chapter 11. Emerging Fields in Hydrology.- Chapter 12. Case Study of Examples.- Chapter 13. Way Forward.- Index.