Man pages for ScottHMcKean/duvernay_geomech_model
A Geostatistical Model of Geomechanical Properties in the Duvernay Play
| assign_lmc_sills | Assign the LMC sills back to the gstat object |
| calculate_weights | Calculate weights for variogram for simulated annealing... |
| classify_log_intervals | Mappable function to subset logs into shale and carbonate... |
| cova | Compute covariance for reduced distance h Ported from Emery... |
| fit_linear_model_of_coregionalization | Fit Linear Model of Coregionalization Ported from Emergy et... |
| fit_vp_model | Make a model of vp ~ confining + deviatoric stress for... |
| fit_vs_model | Make a model of vs ~ confining + deviatoric stress for... |
| generate_model | Wrapper Function for model generation |
| generate_models | Wrapper of the Wrapper Function for model generation |
| get_head_id | Helper to map head id from gstat to LMC code, rowwise... |
| get_las_headers | Get Las Headers and return cleaned column |
| get_resample_regr_res | Calculate the bias and variance for a resample object on a... |
| get_subset_log_data | Mappable function to read LAS files and subset to duvernay... |
| get_tail_id | Helper to map tail id from gstat to LMC code, rowwise... |
| ggvariogram_map | Make a variogram map with ggplot |
| load_las_file | Load LAS file into a table with a name ID and formatted... |
| make_3d_plot | Make a 3D plot using Plot3D with a viridis colour scale and... |
| make_curves_table | Make a numeric table by cutting the headers and unnecessary... |
| make_lmc_input | Make an input list for the LMC algorithm from gstat |
| make_lmc_model | Make an LMC compliant model from the gstat common variogram... |
| make_pdp_plot | Make a partial dependence plot of all features |
| model_type_to_cova | Convert gstat factors to LMC COVA model types, list applied |
| plot_importance_interaction | Plot importance and interation plot |
| plot_pdp | Plot partial dependence plot |
| plot_residuals | Plot residuals for train and test set |
| pr_correction_loss | Average of Mean Absolute Error and RMSE of Wave Equation PR... |
| pull_substring | Check and pull a substring from LAS |
| read_file_to_char | Read a file into an ASCII text file |
| rmse | Root Mean Square Error of a model |
| setrot | Setup a rotated matrix of a geostatistical model Ported from... |
| wave_pr_w_correction | Wave Equation for Poisson Ratio with a correction factor |
| wave_ym_w_correction | Wave Equation for Poisson Ratio with a correction factor |
| ym_correction_loss | Average of Mean Absolute Error and RMSE of Wave Equation YM... |
