Hydrodynamic Modeling and Fish Behavior Analysis for Reducing Entrainment Risk at Dam Intakes

Academic Description of the Dataset1. OverviewThe 'DATA.xlsx' dataset comprises eight sheets, each sheet focuses on distinct parameters relevant to the research.2. Sheet - by - Sheet Summary'measured and simulated': 419 rows, 6 columns. Compares measured and simulated values of velocity and turbulent kinetic energy, with spatial coordinates.'Entrainment rate': 46 rows, 6 columns. Deals with entrainment rates for different particle sizes and flow velocities in categorical format.'Trace': 2343 rows, 40 columns. Tracks movement, likely centroid positions under various conditions.'Speed': 2344 rows, 20 columns. Records speed data for different flow velocities.Other sheets: 'acceleration', 'Tail_Angle', 'Tail_Amplitude', 'Frequency' record respective movement - related parameters.3. Data SourcesCombines physical experiment (measured) and computer simulation (simulated) data, with use of established models.4. ApplicationsUseful for small hydropower research, engineering design, and model validation. Academic Description of the Hydropower Station Dataset1. OverviewThis dataset integrates data from over 900 hydropower stations nationwide, with 946 records and 30 columns. It's crucial for real - time hydropower monitoring and related research.2. Key DataLocation: plant_lat and plant_lon offer geographical coordinates.Identity: Each station has an ID and name.Technical Details: capacity_m shows installed capacity; year gives relevant time info; river indicates its water source.3. SourcesData comes from reliable places like WRI and the UNFCCC's CDM database, ensuring credibility.4. ApplicationsSupports real - time monitoring, aids academic research on hydropower trends, and helps policymakers plan energy strategies.