Man pages for Enlightengeo/GeoscienceBC_2019-008
Enlighten Geoscience BC 2019-008 Induced Seismicity Statistical Study Code
| add_extra_geologic_columns | Add extra Geologic Frac Database columns at a well level |
| add_horizontal_well_spacing | Calculate horizontal well spacing and join with horizontal... |
| b_value_plot | Create a plot from the b-value analysis |
| calc_ecdf | ECDF Calculation using Freedman & Diaconis (1981) approach... |
| calc_skipped_stages | Estimate skipped stages from BCOGC database |
| cat_bvalue_plot | Evaluate b-value models and make a plot |
| filter_extents_add_on_prod_comp | Filter extents of wells and add in production and well... |
| get_deviated_surveys | Get surveys for all wells that aren't 'horizontal' |
| get_earthquake_stats | Function to map the max, mean earthquake magnitudes and count... |
| get_horiz_dev_sf | Wrapper to get horizontal and deviated wells from the well... |
| get_horizontal_laterals | Calculate the lateral portion of horizontals, using an... |
| get_max_mag | Mapped function to get max magnitude |
| get_mean_mag | Mapped function to get mean magnitude |
| get_n_earthquakes | Mapped function to count number of earthquakes for each well |
| get_resample_class_res | Calculate the bias and variance for a resample object on a... |
| get_resample_regr_res | Calculate the bias and variance for a resample object on a... |
| gr_prob | Gutenberg Richter Probability |
| hdbscan_seismic_catalog | Cluster earthquake catalog using hdbscan |
| k_bins | Function to determine bin numbers for catalog determination |
| load_geotiff | Load and process geotiff |
| load_preprocessed_catalogue | Load preprocessed seismic catalogue |
| load_process_geologic_frac_data | Load completions data from Geologic Frac Database |
| load_process_ogc_frac_data | Load completions data from BCOGC Frac Database |
| load_process_ogc_prod_data | Load and process production data |
| load_process_ogc_surface_data | Load and process BCOGC surface survey data |
| load_process_ogc_survey_data | Load and process BCOGC downhole survey data for deviated and... |
| load_process_vertical_surveys | Get single points for the remaining wells based on surface... |
| load_resample_geotiffs | Load and process a folder of geotiffs |
| make_pdp_plot | Make a single PDP plot for mapping |
| mapped_horizontal_well_spacing | Function to be mapped and get the horizontal well spacing and... |
| ml_corrplot | Make a correlation plot |
| mmaxc | Function to determine the maximum magnitude of a catalog |
| most_freq_var | Return most frequent variable from a dataframe |
| pca_scree_plot | Calculate and Plot a PCA scree plot |
| pca_unit_circle_plot | Calculate and Plot a PCA unit circle |
| plot_classif_feat_rand | Plot wrapper feature selection results |
| plot_classif_feat_seq | Plot wrapper feature selection results |
| plot_classif_filt_importance | Make a target scatter plot |
| plot_ecdf | GGPlot function to plot an ECDF with minimal formatting |
| plot_feat_imp | Plot feature importance |
| plot_regr_feat_rand | Plot wrapper feature selection results |
| plot_regr_feat_seq | Plot wrapper feature selection results |
| plot_regr_filt_importance | Make a target scatter plot |
| process_cat | Function to process an earthquake catalog, as a vector of... |
| run_plot_models | Run three models to fit distribution, output parameters, and... |
| run_spatiotemporal_filter | Spatiotemporal Association Filter |
| st_line_midpoints | Calculate the midpoint of lines for horizontal laterals, for... |
| summarize_bcogc_frac_data | Summarize BCOGC Frac Database at a well level |
| summarize_geologic_frac_data | Summarize Geologic Frac Database at a well level |
| summarize_prod_data | Summarize production data by well |
| target_boxplot | Make a boxplot of variables against the target |
| target_scatter_plot | Make a target scatter plot |
| train_aki_model | Aki (1965) method |
| train_gof_model | Goodness of Fit Method |
| train_maxc_model | Maximum curvature method linear model |
