AHGestimation - v0.2.0

Initial Release

1. Initial software release to accompany JOSS paper
2. Full testing suite
3. Full pkgdown site complete with vignettes
4. Functions to accomplish the following task for hydraulic data:

• AHG Estimation (ahg_estimate): This tool provides robust estimation techniques to estimate single and full system AHG relations that enforce flow continuity and minimizes total system error. This is accomplished by introducing a hybrid approach that supplements the traditional OLS approach, with a Nonlinear Least Square (NLS) regression, Evolutionary algorithm (NSGA-2), and ensemble modeling approach.

• Outlier Filtering Methods (date_filter, qva_filter, mad_filter, nls_filter): These methods allow users to filter outliers based on various criteria, including time, mass conservation, and statistical detection.

• Formalization of derived AHG Concepts (cross_section, compute_hydraulic_params, compute_n): These functions formalize concepts from existing literature, such as the relationship between AHG coefficients and exponents and cross-section hydraulics and geometry. Formalize, in code, many of the concepts derived in Dingman et al., 2018 that relate AHG coefficients and exponents to cross-section hydraulics and geometry.

Scientific Software - Peer-reviewed - HTML
Published by mikejohnson51 almost 2 years ago