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Add create_obs_with_localisation_attributes.py
add test_create_obs_with_localisation Add example config file
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‎src/fmu/tools/rms/localisation/__init__.py‎

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‎src/fmu/tools/rms/localisation/create_obs_with_localisation_attributes.py‎

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‎src/fmu/tools/rms/localisation/example_dist_loc1.yml‎

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localisation:
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# Result file format (for summary observations) can be a csv file with columns:
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# field_name ert-id xpos, ypos xrange yrange rotation tapering_function_name
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result_file: params_dist_localisation.dat
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rms_settings:
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use_well_head_position: False
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grid_model: "Geogrid_Valysar"
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blocked_well_set: "BW"
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trajectory: "Drilled trajectory"
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input_files:
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well_renaming_table: ../input/well_modelling/well_info/rms_eclipse.renaming_table
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ert_summary_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d.obs
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ert_general_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d.obs
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rms_field_correlation_file: ../input/config/aps/correlation_ranges.txt # Not yet used
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ert_config_field_param_file: ../../ert/input/config/ahm_field_aps.ert
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# Simplest specification (all fields, all summary obs_types, all wells) use the same influence ellipse range and orientation
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# If field_settings keyword is used, this will override the default settings for the fields specified in field_settings
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default_field_settings:
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ranges: [2000.0, 1000.0, 45.0] # (main_range, perpendicular_range, rotation)
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# Alternative tapering functions (scaling by distance functions). Optional
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tapering: "gauss"
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# Alternative way to define one common settings
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# The name: 'all' means the same as wildcard settings '*'
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# In this case all combinations (field_name, ert_id) will get a range setting
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# and no combination will get default value for range setting
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field_settings:
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- field_name: [all]
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obs_type: [all]
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well_names: [all]
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ranges: [3000.0, 2500.0, 15.0] # (main_range, perpendicular_range, rotation)
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‎src/fmu/tools/rms/localisation/example_dist_loc2.yml‎

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localisation:
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# Result file format (for summary observations) can be a csv file with columns:
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# field_name ert-id xpos, ypos xrange yrange rotation tapering_function_name
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result_file: params_dist_localisation.dat
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rms_settings:
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use_well_head_position: True
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grid_model: "Geogrid_Valysar"
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blocked_well_set: "BW"
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trajectory: "Drilled trajectory"
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input_files:
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well_renaming_table: ../input/well_modelling/well_info/rms_eclipse.renaming_table
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ert_summary_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d_plt.obs
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ert_general_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d_plt.obs
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rms_field_correlation_file: ../input/config/aps/correlation_ranges.txt # Not yet used
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ert_config_field_param_file: ../../ert/input/config/ahm_field_aps.ert
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default_field_settings:
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ranges: [2000.0, 1000.0, 45.0] # (main_range, perpendicular_range, rotation)
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# Select scaling function (how scaling factor decreases from 1 to 0 as function of distance from position of observation)
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tapering: "gauss"
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# Individual settings per field that is explicitly specified,
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# but common settings for all obs_types, all wells found in summary observations.
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# For fields not specified, use default settings.
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# These settings will override the default_field_settings.
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field_settings:
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- field_name: [aps_Valysar_GRF1]
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obs_type: [all]
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well_names: [all]
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ranges: [1500.0, 1250.0, 45.0]
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- field_name: [aps_Valysar_GRF2]
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obs_type: [all]
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well_names: [all]
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ranges: [1000.0, 1000.0, 35.0]
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- field_name: [aps_Valysar_GRF3]
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obs_type: [all]
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well_names: [all]
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ranges: [2500.0, 1500.0, 145.0]
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‎src/fmu/tools/rms/localisation/example_dist_loc3.yml‎

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localisation:
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# Result file format (for summary observations) can be a csv file with columns:
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# field_name ert-id xpos, ypos xrange yrange rotation tapering_function_name
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result_file: params_dist_localisation.dat
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rms_settings:
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use_well_head_position: False
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grid_model: "Geogrid_Valysar"
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blocked_well_set: "BW"
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trajectory: "Drilled trajectory"
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input_files:
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well_renaming_table: ../input/well_modelling/well_info/rms_eclipse.renaming_table
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ert_summary_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d_plt.obs
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ert_general_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d_plt.obs
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rms_field_correlation_file: ../input/config/aps/correlation_ranges.txt # Not yet used
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ert_config_field_param_file: ../../ert/input/config/ahm_field_aps.ert
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default_field_settings:
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ranges: [2000.0, 1000.0, 45.0] # (main_range, perpendicular_range, rotation)
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tapering: "gauss"
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# Individual settings per field that is explicitly specified,
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# but common settings for all obs_types, all wells found in summary observations.
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# For fields not specified, use default settings.
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# These settings will override the default_field_settings.
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#Example below specify the following:
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# First item in the field_settings list: All field names, all obs_types and all wells matching the wildcard notation
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# will be assigned one common set of range values.
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# Second item in the field settings list: All field names, all obs_types and all wells matching the wildcard notation
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# will be assigned one common set of range values if the have not already be assigned a range in the previous
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# field settings item in the list.
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# Third item in the field settings list: All field names, all obs_types and all wells matching the wildcard notation
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# will be assigned one common set of range values if the have not already be assigned a range in the previous
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# field settings item in the list.
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#
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# For all combinations of (field_parameter, ert_id) not assigned here, the default set of range paramters will be used.
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#
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#
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# Wildcard notation is possible in field_settings for:
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# - field_name
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# - obs_type
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# - well names
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#
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# NOTE: If there are overlapping specifications in keyword 'field_settings',
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# the field settings items previously in the list of field settings will be used!!
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# No warning or error message if overlapping
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# Specification in keyword 'field_settings' will always overwrite default settings.
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field_settings:
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- field_name: [aps_*_GRF1]
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obs_type: ["WO*",WWCT]
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well_names: ["55*"]
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ranges: [300.0, 300.0, 0.0]
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- field_name: [aps_Valysar_GRF1]
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obs_type: ["*O*"]
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well_names: ["*-A-*"]
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ranges: [3000.0, 3000.0, 0.0]
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- field_name: [aps_V*_GRF1]
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obs_type: [WGOR]
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well_names: [55_33-A-4]
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ranges: [1000.0, 1000.0, 0.0]
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- field_name: [aps_Valysar_GRF2]
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obs_type: [all]
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well_names: [all]
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ranges: [300.0, 400.0, 25.0]
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individual_obs_settings:
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- field_name: aps_Volon_GRF1
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ert_obs_id: A1_WBHP_05_05_2019
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ranges: [1200, 1500, 30]
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- field_name: aps_Therys_GRF2
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ert_obs_id: A1_WBHP_02_11_2019
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ranges: [1200, 1700, 30]
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‎src/fmu/tools/rms/localisation/example_dist_loc4.yml‎

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localisation:
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# Result file format (for summary observations) can be a csv file with columns:
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# field_name ert-id xpos, ypos xrange yrange rotation tapering_function_name
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result_file: params_dist_localisation.dat
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# RMS blocked wells used in calculating position
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rms_settings:
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use_well_head_position: True
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grid_model: "Geogrid_Valysar"
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blocked_well_set: "BW"
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trajectory: "Drilled trajectory"
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input_files:
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well_renaming_table: ../input/well_modelling/well_info/rms_eclipse.renaming_table
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ert_summary_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d_plt.obs
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ert_general_obs_file: ../../ert/input/observations/drogon_wbhp_rft_wct_gor_tracer_4d_plt.obs
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rms_field_correlation_file: ../input/config/aps/correlation_ranges.txt # NOt yet used
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ert_config_field_param_file: ../../ert/input/config/ahm_field_aps.ert
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default_field_settings:
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ranges: [2000.0, 1000.0, 45.0] # (main_range, perpendicular_range, rotation)
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# Individual settings per field that is explicitly specified,
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# but common settings for all obs_types, all wells found in summary observations.
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# For fields not specified, use default settings.
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# These settings will override the default_field_settings.
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# Example below specify that for two particular combinations (field_name, ert_id)
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# an individual range setting different from the default is specified
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individual_obs_settings:
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- field_name: aps_Valysar_GRF1
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ert_obs_id: A1_WBHP_05_05_2019
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ranges: [1200, 1500, 30]
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- field_name: aps_Valysar_GRF1
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ert_obs_id: A1_WBHP_02_11_2019
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ranges: [1200, 1700, 30]
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‎src/fmu/tools/rms/localisation/example_obs_format.yml‎

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summary_observation:
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- well_name:
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rms_name: "55_33-A-1"
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sim_name: A1
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position:
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xpos: 462588.5
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ypos: 5934081.0
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hwell_length: 0.0
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hwell_angle: 0.0
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influence:
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- type:
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- WGOR
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- WWCT
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xrange: 1500.0
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yrange: 1250.0
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angle: 45.0
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- type:
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- WBHP
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xrange: 100.0
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yrange: 150.0
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angle: 45.0
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obs:
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- id: WGOR_A1_0
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type: WGOR
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value: 138.32456970214844
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uncertainty: 50.0
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date: "2018-03-30"
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- id: WGOR_A1_1
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type: WGOR
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value: 138.32456970214844
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uncertainty: 50.0
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date: "2018-06-30"
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- id: WGOR_A1_2
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type: WGOR
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value: 140.0
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uncertainty: 50.0
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date: "2018-09-30"
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- type: WWCT
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value: 0.035560693591833115
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uncertainty: 0.1
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date: "2018-03-30"
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- type: WBHP
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value: 248.1
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uncertainty: 1.0
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date: "2018-03-30"
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- type: WGOR
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value: 138.32456970214844
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uncertainty: 50.0
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date: "2018-03-30"
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‎tests/rms/localisation/input_files/ahm_field_aps.ert‎

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-----------------------------------------------------
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-- AHM - APS
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-----------------------------------------------------
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-- Use ert/updated field parameters if they exist
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-- Ert parameters are generated for the second iteration/posterior (i.e. after prior is finished)
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GRID ../../../rms/output/aps/ERTBOX.EGRID -- Neccessary for AHM using field parameters
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FIELD aps_Valysar_GRF1 PARAMETER aps_Valysar_GRF1.roff INIT_FILES:rms/output/aps/aps_Valysar_GRF1.roff MIN:-5.5 MAX:5.5 FORWARD_INIT:True
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FIELD aps_Valysar_GRF2 PARAMETER aps_Valysar_GRF2.roff INIT_FILES:rms/output/aps/aps_Valysar_GRF2.roff MIN:-5.5 MAX:5.5 FORWARD_INIT:True
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FIELD aps_Valysar_GRF3 PARAMETER aps_Valysar_GRF3.roff INIT_FILES:rms/output/aps/aps_Valysar_GRF3.roff MIN:-5.5 MAX:5.5 FORWARD_INIT:True
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FIELD aps_Therys_GRF1 PARAMETER aps_Therys_GRF1.roff INIT_FILES:rms/output/aps/aps_Therys_GRF1.roff MIN:-5.5 MAX:5.5 FORWARD_INIT:True
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FIELD aps_Therys_GRF2 PARAMETER aps_Therys_GRF2.roff INIT_FILES:rms/output/aps/aps_Therys_GRF2.roff MIN:-5.5 MAX:5.5 FORWARD_INIT:True
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FIELD aps_Therys_GRF3 PARAMETER aps_Therys_GRF3.roff INIT_FILES:rms/output/aps/aps_Therys_GRF3.roff MIN:-5.5 MAX:5.5 FORWARD_INIT:True

‎tests/rms/localisation/input_files/ex1_ert_summary.obs‎

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-- Seismic data
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GENERAL_OBSERVATION AMP_2020_2018_TOP { DATA = AMP_2020_2018_TOP ; RESTART=1; OBS_FILE=./seismic/topvolantis_amplitude_mean_20200701_20180101_1.txt; };
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--
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-- PLT data
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SUMMARY_OBSERVATION A3_WOPR_VALYSAR_01_08_2019 {VALUE = 266; ERROR = 100; DATE = 2019-08-01; KEY = WOPRL__1:A3;};
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-- Tracer data
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GENERAL_OBSERVATION TRACER_OBS { DATA = TRACER_SIM ; RESTART=1; OBS_FILE=./tracer/drogon_tracer.obs; };
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--
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-- RFT data
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GENERAL_OBSERVATION R_A2_OBS { DATA = R_A2_SIM ; RESTART = 1; OBS_FILE =./rft/R_A2_1.obs; };
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--
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-- BHP (shut-in) data
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SUMMARY_OBSERVATION A2_WBHP_05_05_2019 { VALUE = 266.8; ERROR = 10; DATE = 2019-05-05; KEY = WBHP:A2; };

‎tests/rms/localisation/input_files/ex2_ert_summary.obs‎

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-- WWCT and WGOR data
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SUMMARY_OBSERVATION WWCT_A1_1{VALUE=2.9680345505767036e-06; ERROR=0.1; DATE=2018-06-22; KEY=WWCT:A1;};
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SUMMARY_OBSERVATION WGOR_A4_5{VALUE=134.9546356201172; ERROR=50; DATE=2020-02-08; KEY=WGOR:A4;};
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