Title Climate change impact on water resources : proceedings of 26th International Conference on Hydraulics, Water Resources and Coastal Engineering (HYDRO 2021) / P. V. Timbadiya, Vijay P. Singh, Priyank J. Sharma, editors

Published Singapore : Springer, 2023

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Description 1 online resource (449 p.) Series Lecture notes in civil engineering ; v. 313 Lecture notes in civil engineering ; v. 313. Contents Intro -- Preface -- Acknowledgements -- Contents -- About the Editors -- Temporal Networks: A New Approach to Model Non-stationary Hydroclimatic Processes with a Demonstration for Soil Moisture Prediction -- 1 Introduction -- 2 Methodological Approach in Temporal Networks -- 3 Application of the Temporal Network-Based Approach -- 3.1 Study Area and Data Source -- 3.2 Model Performance and Discussion -- 4 Concluding Remarks -- References -- Downscaling of GCM Output Using Deep Learning Techniques -- 1 Introduction -- 2 Study Area and Datasets -- 2.1 Mahanadi Basin 2.2 NCEP Reanalysis Datasets -- 2.3 Predictors Selection for Precipitation Prediction -- 2.4 APHRODITE Datasets -- 3 Methodologies -- 3.1 Deep Neural Network (DNN) -- 3.2 Convolutional Neural Network (CNN) -- 3.3 2D CNN -- 3.4 3D CNN -- 3.5 Hybrid Deep Neural Network (Hybrid-DNN) -- 3.6 Performance Evaluation Metrics -- 4 Results and Discussion -- 5 Conclusions -- References -- Application of TVDM in Modeling the Observed Precipitation Over Godavari River Basin, India -- 1 Introduction -- 2 Study Area and Data Source -- 2.1 Godavari River Basin -- 2.2 Data Used 2.3 Canadian Earth System Model-Version2 (CanESM2) -- 3 Methodology -- 3.1 Time-Varying Downscaling Model (TVDM) -- 4 Results and Discussions -- 5 Conclusions -- References -- Assessment of Kernel Regression Based Statistically Downscaled Rainfall Over Tapi River Basin, India -- 1 Introduction -- 2 Study Area and Data Source -- 2.1 Tapi River Basin -- 2.2 Data Used -- 3 Results and Discussions -- 3.1 Rainfall Characteristics -- 3.2 Sub-Basin Wise Rainfall Distribution -- 4 Conclusions -- References Analysis of Uncertainty Due to Climate Change Using REA Approach in Different Regions of Western Ghats, South India -- 1 Introduction -- 2 Study Area -- 3 Material and Methods -- 4 Results and Discussion -- 4.1 REA Weighted Ensemble and Uncertainty Estimation Grid Wise -- 4.2 River Basin Scale REA -- 5 Conclusions -- References -- Assessment of Temperature for Future Time Series Over Lower Godavari Sub-Basin, Maharashtra State, India -- 1 Introduction -- 2 Materials and Method -- 2.1 Downscaling -- 2.2 Study Area and Data Source -- 3 Results and Discussions 3.1 Calibration and Validation of the Model -- 4 Conclusions -- References -- Projection of Daily Rainfall States Over Tapi Basin Using CMIP5 and CMIP6-Based Global Climate Model -- 1 Introduction -- 2 Material and Methods -- 2.1 Study Area -- 2.2 Data Used -- 2.3 Methodology -- 3 Results and Analysis -- 4 Conclusions -- References -- Assessment of Precipitation Extremes in Northeast India Under CMIP5 Models -- 1 Introduction -- 2 Study Area and Data Collection -- 2.1 Study Area -- 2.2 Data Collection -- 2.3 Calculated Values of EPIs -- 3 Results and Discussion Summary This book comprises the proceedings of the 26th International Conference on Hydraulics, Water Resources and Coastal Engineering (HYDRO 2021) focusing on broad spectrum of emerging opportunities and challenges on the impact of climate change on water resources. It covers a range of topics, including, but not limited to, climate change assessment and downscaling issues, climate change impact and adaptive measures, influence of climate variability on hydro-climatic variables, impact of climate change on water resources of Indian Rivers, etc. Presenting recent advances in the form of illustrations, tables, and text, the content offers readers insights for their own research. In addition, the book addresses fundamental concepts and studies on the impact of climate change on water resources, making it a valuable resource for both beginners and researchers wanting to further their understanding of hydraulics, water resources and coastal engineering Analysis Meteorology Environmental Sciences Science Notes 4 Assessment of Simulated Historical Data Subject Water-supply -- Effect of global warming on -- Congresses Hydrology -- Congresses Hydraulics -- Congresses Coastal engineering -- Congresses Coastal engineering Hydraulics Hydrology Water-supply -- Effect of global warming on Genre/Form proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Timbadiya, P. V Singh, Vijay P Sharma, Priyank J ISBN 9789811985249 9811985243

Other Titles HYDRO 2021

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