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Data Analysis For Water Resources

DESCRIPTION
This course covers analysis and interpretation of water resources engineering data. Empirical, analytic, and statistical decomposition of spatial and temporal data are explained from a user’s, not mathematician’s perspective. Hands-on analysis of example data sets make the methods come alive.

LEARNING OBJECTIVES:
Participants will:
  • Learn how to determine the best approach(es) for analyzing and interpreting typical water data.
  • Experience applying standard and non-standard analyses and tools to data sets.
  • Understand how to extract meaning from noisy, error-filled, or multiple-forcing data.
  • Learn methods for communicating data by graphical displays.
​
INTENDED AUDIENCE
The course will be useful to engineers, scientists, and technicians who work with water resources data and need to extract meaningful information from those data. A basic knowledge of engineering mathematics is needed. (A refresher module is available for those that need it.)

COURSE BENEFITS
  • Be able to answer common questions about data:
  1. Which data points are likely to be errors?
  2. Is there a statistically significant trend or change?
  3. Can a causal relationship between two parameters be established?
  4. Can the noise be reduced or eliminated?
  • Learn how to present data so that non-specialists understand.
  • Earn PDH.

SUMMARY OUTLINE
  1. Introduction – types and applications of data analysis
  2. Data Characteristics – time series and spatially distributed, signal vs. noise, error and mistakes, uniform interval vs. non-uniform, gaps, deterministic vs. stochastic, fractals,
  3. Software introductions, EXCEL, MATLAB, others
  4. Statistics review – random variables, distributions, statistical measures
  5. Standard Analyses – Data pre-conditioning, scatter diagrams, RMS errors, linear and non-linear regression, coefficients of correlation, filtering
  6. Empirical relationships – Buckingham Pi theorem, cluster maps, multiple correlation coefficients and tests of distribution
  7. Advanced topics: Harmonic and Spectral analyses
 
LENGTH: 32 hours
​
Contact us for more information about our Short Courses and Training!


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​​​​​Contact Information
​

Dynamic Solutions, LLC 
​6421 Deane Hill Drive, Suite 1
Knoxville, TN 37919
(865) 212-3331
Fax: 212-3398

[email protected]
Services
​
Hydraulics & Hydrodynamics
Watershed Studies & Hydrology
Sedimentation Engineering
Water Quality
Ecological Modeling
GIS Services
Short Courses/Training
Natural Resources



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  • Home
    • News
  • water resources services
    • Hydraulics & Hydrodynamics
    • Watershed Studies & Hydrology
    • ​Sediment Transport Modeling
    • Litigation Support and Expert Witness
    • Water Quality Modeling
    • Ecological Modeling
    • PFAS Fate and Transport Modeling
    • Coastal Resiliency & Sea Level Rise
    • Applied Research
    • Short Courses/Training
    • GIS Services
  • Modeling Tools
    • EFDC
    • ADH/Adaptive Hydraulic Model
    • CASM/Comprehensive Aquatic System Model
    • HSPF/Hydrologics Simulation Program Fortran
    • HEC-RAS / HEC Software
    • SWMM
    • CORMIX
  • About
    • Key Staff
    • Recent Projects
    • Projects
  • Contact
    • Locations