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Feature 2557 stratosphere qbo (#2621)
* Initial commit for QBO driver * Adding initial documentation for Stratosphere * Updating documentation typo * Updates to Polar plot * Updates to Stratosphere use cases and documentation * Updates to polar use case * Updating documentation * Updates to Polar and QBO * Updated documentation for use cases that cannot be run in actions * Removed some unnecessary imports * Fixed staging dir settings * documentation update * More documentation edits * More updates * Fixed link in documentation * Updating documentation * Updated bullet list * More updates * Added some additional comments to the .conf file * Fixed typo in output file name in documentation * Updated output section of documentation * Updated documentation * Fixed list that was not working * Updated broken link * Fixed broken link again * Fixed another typo * Trying to fix documentation error * Trying to fix indent error * fixed capital typo * Added clarification
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...se_cases/model_applications/s2s_stratosphere/UserScript_fcstGFS_obsERA_StratosphereQBO.py
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""" | ||
QBO Phase plots and QBO Index: UserScript, Stat-Analysis | ||
================================================================================ | ||
model_applications/ | ||
s2s_stratosphere/ | ||
UserScript_fcstGFS_obsERA_StratosphereQBO.py | ||
""" | ||
|
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############################################################################## | ||
# Scientific Objective | ||
# -------------------- | ||
# | ||
# Many common modes of variability in the troposphere have stratospheric teloconnection | ||
# pathways. This use case performs evaluation of the Quasi-biennial Oscillation (QBO), | ||
# one of the key players of stratosphereic varability, using several different calculations | ||
# and plots. Specifically, phase diagrams can be used to compare the QBO plhase progression | ||
# between the model and observations. Additionally, timeseries of U at 30 and 50mb are also | ||
# plotted to compare the speed of propagation of QBO in the model versus observations. | ||
# Continuous statistics (ME, RMSE, etc.) are calculated for U at 30 and 50mb, and are also | ||
# computed separately to evaluate QBO in the easterly phase versus the westerly phase. | ||
# | ||
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############################################################################## | ||
# Datasets | ||
# -------- | ||
# | ||
# * GFS: 0-24 hour forecasts for 10/2017 - 2/2018 | ||
# * ERA: 30 year climatology for EOFs and 10/2017 - 2/2018 | ||
# | ||
# Data for this use case is not contained in the sample data tar files due to | ||
# its size. Rather, it is stored as additional data in a separate tar file, | ||
# named additional_data_UserScript_fcstGFS_obsERA_StratosphereQBO.tar.gz at | ||
# https://dtcenter.ucar.edu/dfiles/code/METplus/METplus_Data/v6.0/. | ||
# | ||
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############################################################################## | ||
# METplus Components | ||
# ------------------ | ||
# | ||
# This use case calls UserScript and StatAnalysis. The UserScript accesses calculation | ||
# in METcalcpy, METplotpy, and METdataio. For it to run, the following versions of those | ||
# repositories are needed, METcalcpy 3.0.0, METplotpy 3.0.0, and METdataio 2.1. | ||
# | ||
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############################################################################## | ||
# METplus Workflow | ||
# ---------------- | ||
# | ||
# This use case does not loop but UserScript and StatAnalysis are each run once. | ||
# The UserScript call runs the driver script stratosphere_qbo_driver.py which first | ||
# computes zonal and meridional means using directional_means.py in METcalcpy on U from | ||
# -10 S to 10N latitude. Then, an EOF analysis is performed on this zonal and meridional | ||
# mean data, and two phase diagrams of QBO are created using the plot_qbo_phase_circuits and | ||
# plot_qbo_phase_space functions from stratosphere_plots.py in METplotpy. Additionally the | ||
# zonal and meridional mean at 30 and 50mb are output as time series to matched pair (MPR) | ||
# files using write_mpr.py in METcalcpy and are also plotted as timeseries using the | ||
# plot_u_timeseries function from stratosphere_plots.py in METplotpy. Finally StatAnalysis is | ||
# run on the 30 and 50mb U mpr files to compute the bias (ME). | ||
# | ||
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############################################################################## | ||
# METplus Configuration | ||
# --------------------- | ||
# | ||
# METplus first loads all of the configuration files found in parm/metplus_config, | ||
# then it loads any configuration files passed to METplus via the command line, i.e | ||
# parm/use_cases/model_applications/s2s_stratosphere/UserScript_fcstGFS_obsERA_StratosphereQBO.conf | ||
# | ||
# .. highlight:: bash | ||
# .. literalinclude:: ../../../../parm/use_cases/model_applications/s2s_stratosphere/UserScript_fcstGFS_obsERA_StratosphereQBO.conf | ||
# | ||
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############################################################################# | ||
# MET Configuration | ||
# --------------------- | ||
# | ||
# METplus sets environment variables based on user settings in the METplus configuration file. | ||
# See :ref:`How METplus controls MET config file settings<metplus-control-met>` for more details. | ||
# | ||
# **YOU SHOULD NOT SET ANY OF THESE ENVIRONMENT VARIABLES YOURSELF! THEY WILL BE OVERWRITTEN BY METPLUS WHEN IT CALLS THE MET TOOLS!** | ||
# | ||
# If there is a setting in the MET configuration file that is currently not supported by METplus you'd like to control, please refer to: | ||
# :ref:`Overriding Unsupported MET config file settings<met-config-overrides>` | ||
# | ||
# **StatAnalysisConfig_wrapped** | ||
# | ||
# .. note:: See the :ref:`Stat-Analysis MET Configuration<series-analysis-met-conf>` section of the User's Guide for more information on the environment variables used in the file below: | ||
# | ||
# .. highlight:: bash | ||
# .. literalinclude:: ../../../../parm/met_config/STATAnalysisConfig_wrapped | ||
# | ||
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############################################################################## | ||
# Python Embedding | ||
# ---------------- | ||
# | ||
# This use case does not use python embedding | ||
# | ||
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############################################################################## | ||
# Python Scripting | ||
# ---------------- | ||
# | ||
# This use case runs the stratospher_qbo_driver.py python script. The processing | ||
# performed by the script are detailed in the METplus Workflow section above. | ||
# | ||
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############################################################################## | ||
# Running METplus | ||
# --------------- | ||
# | ||
# Pass the use case configuration file to the run_metplus.py script along with any | ||
# user-specific system configuration files if desired: | ||
# | ||
# run_metplus.py /path/to/METplus/parm/use_cases/model_applications/s2s_stratosphere/UserScript_fcstGFS_obsERA_StratosphereQBO.conf /path/to/user_system.conf | ||
# | ||
# See :ref:`running-metplus` for more information. | ||
# | ||
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############################################################################## | ||
# Expected Output | ||
# --------------- | ||
# | ||
# A successful run will output the following both to the screen and to the logfile:: | ||
# | ||
# INFO: METplus has successfully finished running. | ||
# | ||
# There should be 4 graphics output to the plot directory in the location set as OUTPUT_DIR | ||
# in the [user_env_vars] section of the configuration file: | ||
# | ||
# * ERA_GFS_QBO_circuits.png | ||
# * ERA5_QBO_PhaseSpace.png | ||
# * ERA_GFS_timeseries_30mb_u_201710_201802.png | ||
# * ERA_GFS_timeseries_50mb_u_201710_201802.png | ||
# | ||
# The name of the output graphics can be changed using PLOT_PHASE_CIRCUITS_OUTPUT_NAME, | ||
# PLOT_PHASE_SPACE_OUTPUT_NAME, PLOT_TIME_SERIES_OUTPUT_NAME_30, and PLOT_TIME_SERIES_OUTPUT_NAME_50 | ||
# also in the [user_env_vars] section. Additionally many matched pair .stat files will be output to | ||
# OUTPUT_DIR/mpr, and tow computed continuous statistics will be output to OUTPUT_DIR/StatAnalysis: | ||
# | ||
# * GFS_ERA_20171001_20180228_210000L_zonal_wind_byphase_CNT.stat | ||
# * GFS_ERA_20171001_20180228_210000L_zonal_wind_CNT.stat | ||
# | ||
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############################################################################## | ||
# Keywords | ||
# -------- | ||
# | ||
# .. note:: | ||
# | ||
# * UserScriptUseCase | ||
# * S2SAppUseCase | ||
# * S2SStratosphereAppUseCase | ||
# * StatAnalysisUseCase | ||
# * METcalcpyUseCase | ||
# * METplotpyUseCase | ||
# | ||
# Navigate to the :ref:`quick-search` page to discover other similar use cases. | ||
# | ||
# | ||
# | ||
# sphinx_gallery_thumbnail_path = '_static/s2s_stratosphere-UserScript_fcstGFS_obsERA_StratosphereQBO.png' |
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