Module #1 Introduction to Advanced Hydrological Modeling Overview of hydrological modeling, importance of advanced modeling, and course objectives
Module #2 Review of Hydrological Fundamentals Review of basic hydrological concepts, including precipitation, evaporation, runoff, and infiltration
Module #3 Hydrological Data Analysis Introduction to statistical analysis of hydrological data, including data preprocessing and visualization
Module #4 Advanced Precipitation Modeling Introduction to advanced precipitation modeling techniques, including stochastic and spatial modeling
Module #5 Evapotranspiration Modeling Advanced evapotranspiration modeling techniques, including remote sensing and land surface models
Module #6 Runoff Modeling using physically-based Models Introduction to physically-based runoff models, including kinematic wave and dynamic wave models
Module #7 Runoff Modeling using Conceptual Models Introduction to conceptual runoff models, including bucket-type and hybrid models
Module #8 Infiltration and Soil Moisture Modeling Advanced infiltration and soil moisture modeling techniques, including Green-Ampt and Richards equation
Module #9 Channel Flow and Hydraulic Modeling Introduction to channel flow and hydraulic modeling, including 1D and 2D modeling
Module #10 Flood Routing and Dam Break Modeling Advanced flood routing and dam break modeling techniques, including numerical and analytical solutions
Module #11 Uncertainty Analysis in Hydrological Modeling Introduction to uncertainty analysis in hydrological modeling, including sensitivity analysis and Monte Carlo simulations
Module #12 Model Calibration and Validation Advanced model calibration and validation techniques, including automatic calibration and multi-objective optimization
Module #13 Hydrological Model Ensemble and Multi-Model Approaches Introduction to hydrological model ensemble and multi-model approaches, including Bayesian model averaging and ensemble post-processing
Module #14 Data Assimilation in Hydrological Modeling Advanced data assimilation techniques in hydrological modeling, including ensemble Kalman filter and particle filter
Module #15 Applications of Advanced Hydrological Modeling Case studies of advanced hydrological modeling applications, including flood risk assessment, water resources management, and climate change impact assessment
Module #16 Hydrological Modeling in the Context of Climate Change Impact of climate change on hydrological systems and advanced modeling techniques for climate change impact assessment
Module #17 Advanced Topics in Hydrological Modeling Special topics in advanced hydrological modeling, including hydrological modeling in urban areas, hillslope hydrology, and ecohydrology
Module #18 Hydrological Modeling Software and Tools Overview of popular hydrological modeling software and tools, including HEC-RAS, ArcGIS, and SWAT
Module #19 Hands-on Exercise:Setting up a Hydrological Model Practical exercise on setting up a hydrological model using a popular software/tool
Module #20 Hands-on Exercise:Running a Hydrological Model Practical exercise on running a hydrological model and interpreting results
Module #21 Hands-on Exercise:Calibrating a Hydrological Model Practical exercise on calibrating a hydrological model using automatic calibration techniques
Module #22 Hands-on Exercise:Uncertainty Analysis in Hydrological Modeling Practical exercise on uncertainty analysis in hydrological modeling using sensitivity analysis and Monte Carlo simulations
Module #23 Hands-on Exercise:Data Assimilation in Hydrological Modeling Practical exercise on data assimilation in hydrological modeling using ensemble Kalman filter and particle filter
Module #24 Hands-on Exercise:Hydrological Model Ensemble and Multi-Model Approaches Practical exercise on hydrological model ensemble and multi-model approaches using Bayesian model averaging and ensemble post-processing
Module #25 Case Study:Advanced Hydrological Modeling Application Real-world case study of advanced hydrological modeling application, including data collection, modeling, and results interpretation
Module #26 Case Study:Hydrological Modeling in the Context of Climate Change Real-world case study of hydrological modeling in the context of climate change, including impact assessment and uncertainty analysis
Module #27 Group Project:Advanced Hydrological Modeling Application Group project on advanced hydrological modeling application, including problem definition, literature review, and model development
Module #28 Group Project:Presentation and Discussion Group project presentations and discussions, including feedback and peer review
Module #29 Course Wrap-up and Future Directions Course wrap-up, future directions, and emerging trends in advanced hydrological modeling
Module #30 Course Wrap-Up & Conclusion Planning next steps in Advanced Hydrological Modeling career
