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Add jinja2 logic to each obs space to toggle use of ob inflation (NOAA-EMC#568)
Add jinja2 logic to each obs space YAML to toggle the use of ob inflation. It is off by default. This will be helpful in the future if we ever do any obs error tuning.
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62 files changed

Lines changed: 243 additions & 88 deletions

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‎parm/jcb-rdas/observations/atmosphere/adpsfc_airTemperature_181.yaml.j2‎

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@@ -144,6 +144,7 @@
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056, 1.5056]
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{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
147148
# Reduce observation error and turn off ObsErrorFactorPressureCheck (l_gsd_terrain_match_surfTobs=.true., l_sfcobserror_ramp_t=.true.,)
148149
- filter: Perform Action
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filter variables:
@@ -212,6 +213,7 @@
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maxvalue: 10000.0
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- variable: ObsType/airTemperature
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is_in: 181
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{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_airTemperature_183.yaml.j2‎

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Original file line numberDiff line numberDiff line change
@@ -144,6 +144,7 @@
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349, 2.6349]
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{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
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# # Reduce observation error and turn off ObsErrorFactorPressureCheck (l_gsd_terrain_match_surfTobs=.true., l_sfcobserror_ramp_t=.true.,)
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# - filter: Perform Action
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# filter variables:
@@ -212,6 +213,7 @@
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maxvalue: 10000.0
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- variable: ObsType/airTemperature
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is_in: 183
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{% endif %} # END use_error_inflation
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216218
# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_airTemperature_187.yaml.j2‎

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@@ -144,6 +144,7 @@
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585, 2.2585]
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{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
147148
# Reduce observation error and turn off ObsErrorFactorPressureCheck (l_gsd_terrain_match_surfTobs=.true., l_sfcobserror_ramp_t=.true.,)
148149
- filter: Perform Action
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filter variables:
@@ -212,6 +213,7 @@
212213
maxvalue: 10000.0
213214
- variable: ObsType/airTemperature
214215
is_in: 187
216+
{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_specificHumidity_181.yaml.j2‎

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Original file line numberDiff line numberDiff line change
@@ -131,14 +131,18 @@
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action:
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name: assign error
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error function:
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{% if use_error_inflation | default(true) %}
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name: ObsFunction/ObsErrorModelStepwiseLinear
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#name: ObsFunction/ObsErrorModelHumidity
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{% else %}
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name: ObsFunction/ObsErrorModelHumidity
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{% endif %}
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options:
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xvar:
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name: MetaData/pressure
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912]
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{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
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# Error inflation based on pressure check (setupq.f90) -- if this is off, use ObsFunction/ObsErrorModelHumidity
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- filter: Perform Action
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udescriptor: "error_inflation_pressure_check"
@@ -199,6 +203,7 @@
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maxvalue: 10000.0
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- variable: ObsType/specificHumidity
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is_in: 181
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{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_specificHumidity_183.yaml.j2‎

Lines changed: 6 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -131,14 +131,18 @@
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action:
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name: assign error
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error function:
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{% if use_error_inflation | default(true) %}
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name: ObsFunction/ObsErrorModelStepwiseLinear
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#name: ObsFunction/ObsErrorModelHumidity
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{% else %}
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name: ObsFunction/ObsErrorModelHumidity
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{% endif %}
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options:
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xvar:
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name: MetaData/pressure
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912]
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{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
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# Error inflation based on pressure check (setupq.f90) -- if this is off, use ObsFunction/ObsErrorModelHumidity
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- filter: Perform Action
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udescriptor: "error_inflation_pressure_check"
@@ -199,6 +203,7 @@
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maxvalue: 10000.0
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- variable: ObsType/specificHumidity
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is_in: 183
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{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_specificHumidity_187.yaml.j2‎

Lines changed: 6 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -131,14 +131,18 @@
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action:
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name: assign error
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error function:
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{% if use_error_inflation | default(true) %}
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name: ObsFunction/ObsErrorModelStepwiseLinear
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#name: ObsFunction/ObsErrorModelHumidity
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{% else %}
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name: ObsFunction/ObsErrorModelHumidity
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{% endif %}
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options:
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xvar:
138141
name: MetaData/pressure
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912, 0.05912]
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{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
142146
# Error inflation based on pressure check (setupq.f90) -- if this is off, use ObsFunction/ObsErrorModelHumidity
143147
- filter: Perform Action
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udescriptor: "error_inflation_pressure_check"
@@ -199,6 +203,7 @@
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maxvalue: 10000.0
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- variable: ObsType/specificHumidity
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is_in: 187
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{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_stationPressure_181.yaml.j2‎

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@@ -140,6 +140,7 @@
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11]
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{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
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# Error inflation based on pressure check (setupps.f90)
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- filter: Perform Action
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udescriptor: "error_inflation_pressure_check"
@@ -199,6 +200,7 @@
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maxvalue: 10000.0
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- variable: ObsType/stationPressure
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is_in: 181
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{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_stationPressure_187.yaml.j2‎

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Original file line numberDiff line numberDiff line change
@@ -140,6 +140,7 @@
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 53.89, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11, 1E11]
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143+
{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
143144
# Error inflation based on pressure check (setupps.f90)
144145
- filter: Perform Action
145146
udescriptor: "error_inflation_pressure_check"
@@ -199,6 +200,7 @@
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maxvalue: 10000.0
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- variable: ObsType/stationPressure
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is_in: 187
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{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_winds_281.yaml.j2‎

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Original file line numberDiff line numberDiff line change
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874]
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148+
{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
148149
# Error inflation (windEastward) based on pressure check (setupw.f90)
149150
- filter: Perform Action
150151
udescriptor: "error_inflation_pressure_check"
@@ -248,6 +249,7 @@
248249
maxvalue: 5000.0
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- variable: ObsType/windEastward
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is_in: 281
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{% endif %} # END use_error_inflation
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# Bounds Check (ObsError)
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- filter: Bounds Check

‎parm/jcb-rdas/observations/atmosphere/adpsfc_winds_284.yaml.j2‎

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Original file line numberDiff line numberDiff line change
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xvals: [110000, 105000, 100000, 95000, 90000, 85000, 80000, 75000, 70000, 65000, 60000, 55000, 50000, 45000, 40000, 35000, 30000, 25000, 20000, 15000, 10000, 7500, 5000, 4000, 3000, 2000, 1000, 500, 400, 300, 200, 100, 0]
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errors: [1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874, 1.5874]
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148+
{% if use_error_inflation | default(true) %} # BEGIN use_error_inflation
148149
# Error inflation (windEastward) based on pressure check (setupw.f90)
149150
- filter: Perform Action
150151
udescriptor: "error_inflation_pressure_check"
@@ -248,6 +249,7 @@
248249
maxvalue: 5000.0
249250
- variable: ObsType/windEastward
250251
is_in: 284
252+
{% endif %} # END use_error_inflation
251253

252254
# Bounds Check (ObsError)
253255
- filter: Bounds Check

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