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| # | ||
| # MinMon summary plots for gfs | ||
| # | ||
| # Generate three, 120 cycle (30 day) time series plots: | ||
| # - initial gradients | ||
| # - final gnorm values | ||
| # - min/max gnorm values for final 10 iterations | ||
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| # Data read | ||
| # --------- | ||
| datasets: | ||
| - name: gnorm | ||
| type: CsvSpace | ||
| filenames: | ||
| - ${data_input_path}/csv_space.txt | ||
| groups: | ||
| - name: GsiIeee | ||
| variables: | ||
| igrad: 4 | ||
| final_gnorm: 5 | ||
| min_gnorm: 6 | ||
| max_gnorm: 7 | ||
| date: | ||
| year: 0 | ||
| month: 1 | ||
| day: 2 | ||
| hour: 3 | ||
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| graphics: | ||
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| plotting_backend: Emcpy | ||
| figure_list: | ||
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| # Gnorm single cycle & 7 day hourly mean | ||
| # -------------------------------------- | ||
| - figure: | ||
| layout: [3,1] | ||
| figure size: [20,18] | ||
| tight layout: | ||
| title: "Valid: 2023062006" | ||
| output name: line_plots/minimization/gfs_gdas.summary.gnorms.png | ||
| plot logo: | ||
| which: 'noaa/nws' | ||
| loc: 'upper left' | ||
| subplot_orientation: 'first' | ||
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| plots: | ||
| - add_xlabel: 'Cycle Time' | ||
| add_ylabel: 'Initial Gradient' | ||
| add_grid: | ||
| axis: 'both' | ||
| linestyle: 'dotted' | ||
| linewidth: 0.5 | ||
| color: 'black' | ||
| add_legend: | ||
| loc: 'upper right' | ||
| layers: | ||
| - type: LinePlot | ||
| x: | ||
| variable: gnorm::GsiIeee::datetime | ||
| y: | ||
| variable: gnorm::GsiIeee::igrad | ||
| color: 'blue' | ||
| label: 'Initial Gradient' | ||
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| - add_xlabel: 'Cycle Time' | ||
| add_ylabel: 'Final Gnorm' | ||
| set_yscale: 'log' | ||
| add_grid: | ||
| axis: 'both' | ||
| linestyle: 'dotted' | ||
| linewidth: 0.5 | ||
| color: 'black' | ||
| add_legend: | ||
| loc: 'upper right' | ||
| layers: | ||
| - type: LinePlot | ||
| x: | ||
| variable: gnorm::GsiIeee::datetime | ||
| y: | ||
| variable: gnorm::GsiIeee::final_gnorm | ||
| color: 'blue' | ||
| label: 'Final Gnorm' | ||
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| - add_xlabel: 'Cycle Time' | ||
| add_ylabel: 'Min/Max Gnorm, final 10 iterations' | ||
| set_yscale: 'log' | ||
| add_grid: | ||
| axis: 'both' | ||
| linestyle: 'dotted' | ||
| linewidth: 0.5 | ||
| color: 'black' | ||
| add_legend: | ||
| loc: 'upper right' | ||
| layers: | ||
| - type: LinePlot | ||
| x: | ||
| variable: gnorm::GsiIeee::datetime | ||
| y: | ||
| variable: gnorm::GsiIeee::min_gnorm | ||
| color: 'blue' | ||
| label: 'Minimum Gnorm' | ||
| - type: LinePlot | ||
| x: | ||
| variable: gnorm::GsiIeee::datetime | ||
| y: | ||
| variable: gnorm::GsiIeee::max_gnorm | ||
| color: 'red' | ||
| label: 'Maximum Gnorm' |
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| datasets: | ||
| - name: experiment | ||
| type: MonDataSpace | ||
| satellite: metop-a | ||
| sensor: hirs4 | ||
| control_file: | ||
| - ${data_input_path}/time.hirs4_metop-a.ctl | ||
| filenames: | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051418.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051500.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051506.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051512.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051518.ieee_d | ||
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| channels: &channels 1 | ||
| regions: ®ions 1 | ||
| groups: | ||
| - name: GsiIeee | ||
| variables: &variables [count, cycle] | ||
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| graphics: | ||
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| plotting_backend: Emcpy | ||
| figure_list: | ||
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| # Time series plots | ||
| # --------------- | ||
| - figure: | ||
| layout: [1,1] | ||
| figure size: [12,10] | ||
| title: 'hirs4_metop-a | Channel 1 | Obs Count' | ||
| output name: lineplots/hirs4_metop-a/hirs4_metop-a.0.count.png | ||
| plot logo: | ||
| which: 'noaa/nws' | ||
| loc: 'upper right' | ||
| plots: | ||
| - add_xlabel: 'Cycle Time' | ||
| add_ylabel: 'Observation Count' | ||
| layers: | ||
| - type: LinePlot | ||
| x: | ||
| variable: experiment::GsiIeee::cycle | ||
| y: | ||
| variable: experiment::GsiIeee::count | ||
| color: 'black' |
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| # Test Monitor Summary plot performs the following: | ||
| # 1. Load binary monitor data for 5 cycles | ||
| # 2. Select obs counts from last 4 cycles | ||
| # 3. Select total bias correction for 1 cycle and average of last 4 | ||
| # 4. Plot obs counts for the 4 cycles (panel 1). | ||
| # 5. Plot bias correction for 1 cycle and average of 4 (panel 2). | ||
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| datasets: | ||
| - name: experiment | ||
| type: MonDataSpace | ||
| satellite: metop-a | ||
| sensor: hirs4 | ||
| control_file: | ||
| - ${data_input_path}/time.hirs4_metop-a.ctl | ||
| filenames: | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051418.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051500.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051506.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051512.ieee_d | ||
| - ${data_input_path}/time.hirs4_metop-a.2015051518.ieee_d | ||
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| channels: &channels 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19 | ||
| regions: ®ions 1 | ||
| groups: | ||
| - name: GsiIeee | ||
| variables: ['count', 'cycle', 'total', 'channel'] | ||
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| transforms: | ||
| - transform: select time | ||
| new name: experiment::GsiIeee::count1 | ||
| starting field: experiment::GsiIeee::count | ||
| cycle: 2015051418 | ||
| for: | ||
| variable: [none] | ||
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| - transform: select time | ||
| new name: experiment::GsiIeee::count2 | ||
| starting field: experiment::GsiIeee::count | ||
| cycle: 2015051500 | ||
| for: | ||
| variable: [none] | ||
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| - transform: select time | ||
| new name: experiment::GsiIeee::count3 | ||
| starting field: experiment::GsiIeee::count | ||
| cycle: 2015051506 | ||
| for: | ||
| variable: [none] | ||
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| - transform: select time | ||
| new name: experiment::GsiIeee::count4 | ||
| starting field: experiment::GsiIeee::count | ||
| cycle: 2015051512 | ||
| for: | ||
| variable: [none] | ||
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| # Note that total is the total bias correction for a given | ||
| # channel/region. To find the average divide total by count. | ||
| - transform: arithmetic | ||
| new name: experiment::GsiIeee::total_avg | ||
| equals: experiment::GsiIeee::total/experiment::GsiIeee::count | ||
| for: | ||
| variable: [none] | ||
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| # Single cycle total bias correction | ||
| - transform: select time | ||
| new name: experiment::GsiIeee::total_1cyc | ||
| starting field: experiment::GsiIeee::total_avg | ||
| cycle: 2015051512 | ||
| for: | ||
| variable: [none] | ||
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| # 4 cycle total bias correction using time slice | ||
| - transform: select time | ||
| new name: experiment::GsiIeee::total_4cyc | ||
| starting field: experiment::GsiIeee::total_avg | ||
| start cycle: 2015051418 | ||
| end cycle: 2015051512 | ||
| for: | ||
| variable: [none] | ||
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| graphics: | ||
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| plotting_backend: Emcpy | ||
| figure_list: | ||
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| # Summary plots | ||
| # --------------- | ||
| - figure: | ||
| layout: [2,1] | ||
| figure size: [12,10] | ||
| tight layout: | ||
| pad: 5 | ||
| title: 'hirs4_metop-a | Number of Obs Count' | ||
| output name: lineplots/hirs4_metop-a/summary.hirs4_metop-a.png | ||
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| plots: | ||
| - add_xlabel: 'Channel' | ||
| add_ylabel: 'Observation Count' | ||
| add_legend: | ||
| loc: 'upper right' | ||
| layers: | ||
| - type: LinePlot | ||
| x: | ||
| variable: experiment::GsiIeee::channel | ||
| y: | ||
| variable: experiment::GsiIeee::count1 | ||
| color: 'blue' | ||
| label: '2015051418' | ||
| - type: LinePlot | ||
| x: | ||
| variable: experiment::GsiIeee::channel | ||
| y: | ||
| variable: experiment::GsiIeee::count2 | ||
| color: 'green' | ||
| label: '2015051500' | ||
| - type: LinePlot | ||
| x: | ||
| variable: experiment::GsiIeee::channel | ||
| y: | ||
| variable: experiment::GsiIeee::count3 | ||
| color: 'yellow' | ||
| label: '2015051506' | ||
| - type: LinePlot | ||
| x: | ||
| variable: experiment::GsiIeee::channel | ||
| y: | ||
| variable: experiment::GsiIeee::count4 | ||
| color: 'red' | ||
| label: '2015051512' | ||
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| - add_xlabel: 'Channel' | ||
| add_ylabel: 'Total Bias Correction (K)' | ||
| add_legend: | ||
| loc: 'upper right' | ||
| layers: | ||
| - type: LinePlot | ||
| x: | ||
| variable: experiment::GsiIeee::channel | ||
| y: | ||
| variable: experiment::GsiIeee::total_1cyc | ||
| color: 'blue' | ||
| label: '2015051512' | ||
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| - type: LinePlot | ||
| x: | ||
| variable: experiment::GsiIeee::channel | ||
| y: | ||
| variable: experiment::GsiIeee::total_4cyc | ||
| color: 'red' | ||
| label: 'Avg last 4 cycles' |