forked from e-farahbakhsh/STAMP_Global
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathparameters.py
More file actions
138 lines (129 loc) · 5.69 KB
/
Copy pathparameters.py
File metadata and controls
138 lines (129 loc) · 5.69 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
parameters = {
'plate_model': 'Muller2025',
'anchor_plate_id': None,
'timespan': {
'min': 0,
'max': 540
},
'temporal_resolution': 1,
'buffer_distance': 6,
'num_random': 10,
'grid_resolution': 0.5,
'inputs_dir': 'inputs',
'slab_h2o_dir': 'H2O/',
'slab_co2_dir': 'CO2/',
'lookup_tables_dir': 'LookupTables',
'outputs_dir': 'outputs',
'figs_dir': 'figs',
'buffer_zones_dir': 'buffer_zones',
'coastlines_recon_dir': 'coastlines_recon',
'continents_recon_dir': 'continents_recon',
'ml_dir': 'ml',
'backarc_prob_grids_dir': 'backarc_prob_grids',
'backarc_uncertainty_grids_dir': 'backarc_uncertainty_grids',
'backarc_prob_unc_grids_dir': 'backarc_prob_unc_grids',
'backarc_prob_maps_dir': 'backarc_prob_maps',
'backarc_uncertainty_maps_dir': 'backarc_uncertainty_maps',
'backarc_prob_unc_maps_dir': 'backarc_prob_unc_maps',
'coastline_prob_grids_dir': 'coastline_prob_grids',
'coastline_uncertainty_grids_dir': 'coastline_uncertainty_grids',
'coastline_prob_unc_grids_dir': 'coastline_prob_unc_grids',
'coastline_prob_maps_dir': 'coastline_prob_maps',
'coastline_uncertainty_maps_dir': 'coastline_uncertainty_maps',
'coastline_prob_unc_maps_dir': 'coastline_prob_unc_maps',
'pres_dir': 'preservation',
'backarc_pres_grids_dir': 'backarc_pres_grids',
'backarc_pres_maps_dir': 'backarc_pres_maps',
'backarc_prob_pres_grids_dir': 'backarc_prob_pres_grids',
'backarc_prob_pres_maps_dir': 'backarc_prob_pres_maps',
'backarc_prob_unc_pres_grids_dir': 'backarc_prob_unc_pres_grids',
'backarc_prob_unc_pres_maps_dir': 'backarc_prob_unc_pres_maps',
'coastline_pres_grids_dir': 'coastline_pres_grids',
'coastline_pres_maps_dir': 'coastline_pres_maps',
'coastline_prob_pres_grids_dir': 'coastline_prob_pres_grids',
'coastline_prob_pres_maps_dir': 'coastline_prob_pres_maps',
'coastline_prob_unc_pres_grids_dir': 'coastline_prob_unc_pres_grids',
'coastline_prob_unc_pres_maps_dir': 'coastline_prob_unc_pres_maps',
'subduction_data_filename': 'subduction_data.csv',
'deposit_coords_filename': 'deposit_coords_weight.csv',
'deposit_coords_recon_filename': 'deposit_coords_recon.csv',
'deposit_coords_recon_all_filename': 'deposit_coords_recon_all.csv',
'deposit_coords_recon_all_filtered_filename': 'deposit_coords_recon_all_filtered.csv',
'unlabelled_coords_filename': 'unlabelled_coords.csv',
'backarc_coords_filename': 'backarc_coords.csv',
'deposit_data_filename': 'deposit_data.csv',
'unlabelled_data_filename': 'unlabelled_data.csv',
'backarc_data_filename': 'backarc_data.csv',
'features_imputed_weight_label_filename': 'features_imputed_weight_label.csv',
'corr_filename': 'corr.csv',
'Xy_train_original_filename': 'Xy_train_original.csv',
'Xy_pos_test_original_filename': 'Xy_pos_test_original.csv',
'Xy_train_filename': 'Xy_train.csv',
'Xy_pos_test_filename': 'Xy_pos_test.csv',
'Xy_train_new_filename': 'Xy_train_new.csv',
'Xy_rf_train_filename': 'Xy_rf_train.csv',
'Xy_rf_val_filename': 'Xy_rf_val.csv',
'Xy_rf_test_filename': 'Xy_rf_test.csv',
'gini_importances_filename': 'gini_importances.csv',
'permutation_importances_filename': 'permutation_importances.csv',
'shap_values_filename': 'shap_values.csv',
'features_shap_test_filename': 'features_shap_test.csv',
'backarc_prob_filename': 'backarc_prob.csv',
'coastlines_filename': 'coastlines.shp',
'coastlines_recon_filename': 'shapes_coasts.gpmlz',
'continents_recon_filename': 'shapes_continents.gpmlz',
'coastline_coords_filename': 'coastline_coords.csv',
'coastline_data_filename': 'coastline_data.csv',
'coastline_prob_filename': 'coastline_prob.csv',
'coastline_prob_present_day_filename': 'coastline_prob_present_day.csv',
'coastline_prob_unc_present_day_filename': 'coastline_prob_unc_present_day.csv',
'coastline_prob_present_day_grid_filename': 'coastline_prob_present_day_grid.nc',
'coastline_uncertainty_present_day_grid_filename': 'coastline_uncertainty_present_day_grid.nc',
'coastline_prob_unc_present_day_grid_filename': 'coastline_prob_unc_present_day_grid.nc',
'gengamma_dist_filename': 'gengamma_dist.joblib',
'deposit_ero_filename': 'deposit_ero.csv',
'unlabelled_ero_filename': 'unlabelled_ero.csv',
'backarc_ero_filename': 'backarc_ero.csv',
'coastline_ero_filename': 'coastline_ero.csv',
'coastline_prob_pres_present_day_grid_filename': 'coastline_prob_pres_present_day_grid',
'coastline_prob_unc_pres_present_day_grid_filename': 'coastline_prob_unc_pres_present_day_grid.nc',
'robust_scaler_filename': 'robust_scaler.pkl',
'model_pub_filename': 'model_pub.pkl',
'model_rf_filename': 'model_rf.pkl',
'model_rf_calibrated_filename': 'model_rf_calibrated.pkl',
'columns_to_drop_deposit': [
'present_lon',
'present_lat',
'age (Ma)',
'weight',
'lon',
'lat',
'subducting_plate_ID',
'trench_plate_ID',
'distance_from_trench_start (km)',
'trench_normal_angle (degrees)',
],
'columns_to_drop_unlabelled': [
'present_lon',
'present_lat',
'age (Ma)',
'weight',
'lon',
'lat',
'subducting_plate_ID',
'trench_plate_ID',
'distance_from_trench_start (km)',
'trench_normal_angle (degrees)',
],
'columns_to_drop_backarc': [
'present_lon',
'present_lat',
'age (Ma)',
'lon',
'lat',
'subducting_plate_ID',
'trench_plate_ID',
'distance_from_trench_start (km)',
'trench_normal_angle (degrees)',
]
}