#! /usr/bin/env python3
from datetime import datetime, timedelta as td
import os
import numpy as np
class Toggle():
def __init__(self):
'''
Dictionary with values that can be adjusted by the user to change a
particular plot setting.
'''
self.plot_settings = {
'x_min_limit': -9999., # x-axis values will not subceed this value
'x_max_limit': 9999., # x-axis values will not exceed this value
'x_lim_lock': False, # lock the x-axis lower an upper limits to x_min_limit and x_max_limit, respectively
'y_min_limit': -9999.,
'y_max_limit': 9999.,
'y_lim_lock': False,
'ci_lev': .95, # confidence level, as a float > 0. and < 1.
'bs_nrep': 5000, # number of bootstrap repetitions when confidence intervals are computed
'bs_method': 'FORECASTS', # bootstrap method. 'FORECASTS' bootstraps the lines in the stat files, 'MATCHED_PAIRS' bootstraps the f-o matched pairs
'bs_min_samp': 30, # Minimum number of samples allowed for boostrapping to performed (if there are fewer samples, no confidence intervals)
'display_averages': False, # display mean statistic for each model, averaged across the dimension of the independent variable
'sample_equalization': True, # equalize samples along each value of the independent variable where data exist
#'sample_equalization': False, # just for SREF-GEFS comparison!
'keep_shared_events_only': False, # functional for time_series only.
'clear_prune_directory': False, # remove the intermediate directory created to store pruned data files temporarily
#'clear_prune_directory': True, # remove the intermediate directory created to store pruned data files temporarily
'plot_logo_left': True,
'plot_logo_right': True,
'zoom_logo_left': 1.0,
'zoom_logo_right': 1.0,
'delete_intermed_data': True
#'delete_intermed_data': False # Just for SREF/GEFS comparison since they have different lead times. whether or not to delete DataFrame rows if, for any model, rows include NaN (currently only used in lead_average.py)
}
class Templates():
def __init__(self):
'''
Custom template used to find .stat files in OUTPUT_BASE_DIR.
output_base_template must be a string. Use curly braces {} to enclose variable
names that will be substituted with the appropriate value according to
the plotting request.
Current possible variable names: Example substituted values:
================================ ===========================
RUN_CASE grid2obs
RUN_TYPE conus_sfc
LINE_TYPE sl1l2
VX_MASK conus
FCST_VAR_NAME VIS
VAR_NAME VISsfc
MODEL HRRR
EVAL_PERIOD PAST30DAYS
valid?fmt=%Y%m or VALID?fmt=%Y%m 202206
Additionally, variable names may have the _LOWER or _UPPER suffix to
substitute a lower- or upper-case conversion of the desired string.
Finally, use asterisk * as a wildcard to match with and use data from
several .stat files, or for portions of the .stat file name that vary but
are inconsequential.
Example:
"{RUN_CASE_LOWER}/{MODEL}/{valid?fmt=%Y%m}/{MODEL}_{valid?fmt=%Y%m%d}*"
'''
self.output_base_template = "{MODEL_LOWER}/{MODEL}_{valid?fmt=%Y%m%d}*"
#self.output_base_template = "{MODEL}.{valid?fmt=%Y%m%d}/evs.stats.{MODEL}.atmos.grid2obs.v{valid?fmt=%Y%m%d}*"
#self.output_base_template = "{RUN_CASE_LOWER}/{MODEL}/{valid?fmt=%Y%m}/{MODEL}_{valid?fmt=%Y%m%d}*"
class Paths():
def __init__(self):
'''
Custom paths to left and right logos.
Referenced if plot_logo_left and plot_logo_right, in the Toggle class,
are set to True
'''
self.logo_left_path = f"{os.environ['FIXevs']}/logos/noaa.png"
self.logo_right_path = f"{os.environ['FIXevs']}/logos/nws.png"
class Presets():
def __init__(self):
'''
Evaluation periods that are requested regularly can be defined here
and then requested as the 'EVAL_PERIOD' variable in the plotting
configuration file.
Additional presets can be added, but must look like this:
'NAME_OF_PRESET': {
'valid_beg': 'YYYYmmdd',
'valid_end': 'YYYYmmdd',
'init_beg': 'YYYYmmdd',
'init_end': 'YYYYmmdd',
},
Dates must be in YYYYmmdd format. A date can be written directly as
a string, or may be defined using python's built-in datetime and/or
timedelta (use td) libraries, which are already imported. Check
the online documentation to learn how to use these libraries.
'''
self.date_presets = {
'PAST30DAYS': {
'valid_beg': (datetime.now()-td(days=30)).strftime('%Y%m%d'),
'valid_end': (datetime.now()-td(days=1)).strftime('%Y%m%d'),
'init_beg': (datetime.now()-td(days=30)).strftime('%Y%m%d'),
'init_end': (datetime.now()-td(days=1)).strftime('%Y%m%d')
},
'PAST7DAYS': {
'valid_beg': (datetime.now()-td(days=7)).strftime('%Y%m%d'),
'valid_end': (datetime.now()-td(days=1)).strftime('%Y%m%d'),
'init_beg': (datetime.now()-td(days=7)).strftime('%Y%m%d'),
'init_end': (datetime.now()-td(days=1)).strftime('%Y%m%d')
},
'PAST3DAYS': {
'valid_beg': (datetime.now()-td(days=3)).strftime('%Y%m%d'),
'valid_end': (datetime.now()-td(days=1)).strftime('%Y%m%d'),
'init_beg': (datetime.now()-td(days=3)).strftime('%Y%m%d'),
'init_end': (datetime.now()-td(days=1)).strftime('%Y%m%d')
},
'2020': {
'valid_beg': '20200101',
'valid_end': '20201231',
'init_beg': '20200101',
'init_end': '20201231'
},
'2021': {
'valid_beg': '20210101',
'valid_end': '20211231',
'init_beg': '20210101',
'init_end': '20211231'
},
'DJF': {
'valid_beg': (datetime.now()-td(days=365)).strftime('%Y1201'),
'valid_end': datetime.now().strftime('%Y0228'),
'init_beg': (datetime.now()-td(days=365)).strftime('%Y1201'),
'init_end': datetime.now().strftime('%Y0228')
},
'MAM': {
'valid_beg': datetime.now().strftime('%Y0301'),
'valid_end': datetime.now().strftime('%Y0531'),
'init_beg': datetime.now().strftime('%Y0301'),
'init_end': datetime.now().strftime('%Y0531')
},
'JJA': {
'valid_beg': datetime.now().strftime('%Y0601'),
'valid_end': datetime.now().strftime('%Y0831'),
'init_beg': datetime.now().strftime('%Y0601'),
'init_end': datetime.now().strftime('%Y0831')
},
'SON': {
'valid_beg': datetime.now().strftime('%Y0901'),
'valid_end': datetime.now().strftime('%Y1130'),
'init_beg': datetime.now().strftime('%Y0901'),
'init_end': datetime.now().strftime('%Y1130')
}
}
class ModelSpecs():
def __init__(self):
'''
The model_alias dictionary defines the appropriate key to be used
when finding settings and the long name for certain requested models
that may have several possible names in MET .stat files and file names.
e.g., AKARW and CONUSARW, although they are different, may use the same
line/marker settings and the same long name on plots, and so both can
be defined here as aliases of the same model settings, if desired.
'''
self.model_alias = {
'ARW': {
'settings_key':'HRW_ARW',
'plot_name':'HiResW ARW'
},
'ARW2': {
'settings_key':'HRW_ARW2',
'plot_name':'HiResW ARW2'
},
'FV3': {
'settings_key':'HRW_FV3',
'plot_name':'HiResW FV3'
},
'NMMB': {
'settings_key':'HRW_NMMB',
'plot_name':'HiResW NMMB'
},
'AKARW': {
'settings_key':'HRW_ARW',
'plot_name':'HiResW ARW'
},
'AKARW2': {
'settings_key':'HRW_ARW2',
'plot_name':'HiResW ARW2'
},
'AKFV3': {
'settings_key':'HRW_FV3',
'plot_name':'HiResW FV3'
},
'AKNEST': {
'settings_key':'NAM_NEST',
'plot_name':'NAM Nest'
},
'AKNMMB': {
'settings_key':'HRW_NMMB',
'plot_name':'HiResW NMMB'
},
'CONUSARW': {
'settings_key':'HRW_ARW',
'plot_name':'HiResW ARW'
},
'CONUSARW2': {
'settings_key':'HRW_ARW2',
'plot_name':'HiResW ARW2'
},
'CONUSFV3': {
'settings_key':'HRW_FV3',
'plot_name':'HiResW FV3'
},
'CONUSNEST': {
'settings_key':'NAM_NEST',
'plot_name':'NAM Nest'
},
'CONUSNMMB': {
'settings_key':'HRW_NMMB',
'plot_name':'HiResW NMMB'
},
'hireswarw': {
'settings_key':'HRW_ARW',
'plot_name':'HiResW ARW'
},
'hireswarwmem2': {
'settings_key':'HRW_ARW2',
'plot_name':'HiResW ARW2'
},
'hireswfv3': {
'settings_key':'HRW_FV3',
'plot_name':'HiResW FV3'
},
'HREF_MEAN':{
'settings_key':'HREF_MEAN',
'plot_name':'HREF Mean'
},
'HREF_AVRG':{
'settings_key':'HREF_AVRG',
'plot_name':'HREF Average of MEAN and PMMN'
},
'HREF_LPMM':{
'settings_key':'HREF_LPMM',
'plot_name':'HREF Local Probability-Matched Mean'
},
'HREF_PMMN':{
'settings_key':'HREF_PMMN',
'plot_name':'HREF Probability-Matched Mean'
},
'HREF_PROB':{
'settings_key':'HREF_PROB',
'plot_name':'HREF Probability'
},
'HREFX_MEAN':{
'settings_key':'HREFX_MEAN',
'plot_name':'HREF-X Mean'
},
'CONUSHREF_MEAN':{
'settings_key':'HREF_MEAN',
'plot_name':'HREF Mean'
},
'CONUSHREF_AVRG':{
'settings_key':'HREF_AVRG',
'plot_name':'HREF Average of MEAN and PMMN'
},
'CONUSHREF_LPMM':{
'settings_key':'HREF_LPMM',
'plot_name':'HREF Local Probability-Matched Mean'
},
'CONUSHREF_PMMN':{
'settings_key':'HREF_PMMN',
'plot_name':'HREF Probability-Matched Mean'
},
'CONUSHREF_PROB':{
'settings_key':'HREF_PROB',
'plot_name':'HREF Probability'
},
'CONUSHREFX_MEAN':{
'settings_key':'HREFX_MEAN',
'plot_name':'HREF-X Mean'
},
'AKHREF_MEAN':{
'settings_key':'HREF_MEAN',
'plot_name':'HREF Mean'
},
'AKHREF_AVRG':{
'settings_key':'HREF_AVRG',
'plot_name':'HREF Average of MEAN and PMMN'
},
'AKHREF_LPMM':{
'settings_key':'HREF_LPMM',
'plot_name':'HREF Local Probability-Matched Mean'
},
'AKHREF_PMMN':{
'settings_key':'HREF_PMMN',
'plot_name':'HREF Probability-Matched Mean'
},
'AKHREF_PROB':{
'settings_key':'HREF_PROB',
'plot_name':'HREF Probability'
},
'AKHREFX_MEAN':{
'settings_key':'HREFX_MEAN',
'plot_name':'HREF-X Mean'
},
'PRHREF_MEAN':{
'settings_key':'HREF_MEAN',
'plot_name':'HREF Mean'
},
'PRHREF_AVRG':{
'settings_key':'HREF_AVRG',
'plot_name':'HREF Average of MEAN and PMMN'
},
'PRHREF_LPMM':{
'settings_key':'HREF_LPMM',
'plot_name':'HREF Local Probability-Matched Mean'
},
'PRHREF_PMMN':{
'settings_key':'HREF_PMMN',
'plot_name':'HREF Probability-Matched Mean'
},
'PRHREF_PROB':{
'settings_key':'HREF_PROB',
'plot_name':'HREF Probability'
},
'PRHREFX_MEAN':{
'settings_key':'HREFX_MEAN',
'plot_name':'HREF-X Mean'
},
'HIHREF_MEAN':{
'settings_key':'HREF_MEAN',
'plot_name':'HREF Mean'
},
'HIHREF_AVRG':{
'settings_key':'HREF_AVRG',
'plot_name':'HREF Average of MEAN and PMMN'
},
'HIHREF_LPMM':{
'settings_key':'HREF_LPMM',
'plot_name':'HREF Local Probability-Matched Mean'
},
'HIHREF_PMMN':{
'settings_key':'HREF_PMMN',
'plot_name':'HREF Probability-Matched Mean'
},
'HIHREF_PROB':{
'settings_key':'HREF_PROB',
'plot_name':'HREF Probability'
},
'HIHREFX_MEAN':{
'settings_key':'HREFX_MEAN',
'plot_name':'HREF-X Mean'
},
'NARRE_MEAN':{
'settings_key':'NARRE_MEAN',
'plot_name':'NARRE Mean'
},
'HIARW': {
'settings_key':'HRW_ARW',
'plot_name':'HiResW ARW'
},
'HIARW2': {
'settings_key':'HRW_ARW2',
'plot_name':'HiResW ARW2'
},
'HIFV3': {
'settings_key':'HRW_FV3',
'plot_name':'HiResW FV3'
},
'HINMMB': {
'settings_key':'HRW_NMMB',
'plot_name':'HiResW NMMB'
},
'HAWAIINEST': {
'settings_key':'NAM_NEST',
'plot_name':'NAM Nest'
},
'PRARW': {
'settings_key':'HRW_ARW',
'plot_name':'HiResW ARW'
},
'PRARW2': {
'settings_key':'HRW_ARW2',
'plot_name':'HiResW ARW2'
},
'PRFV3': {
'settings_key':'HRW_FV3',
'plot_name':'HiResW FV3'
},
'PRNMMB': {
'settings_key':'HRW_NMMB',
'plot_name':'HiResW NMMB'
},
'PRICONEST': {
'settings_key':'NAM_NEST',
'plot_name':'NAM Nest'
},
'FV3LAMDA': {
'settings_key':'LAMDA',
'plot_name':'FV3LAM-DA'
},
'FV3LAMDAX': {
'settings_key':'LAMDAX',
'plot_name':'FV3LAM-DAX'
},
'FV3LAMDAXAK': {
'settings_key':'LAMDAX',
'plot_name':'FV3LAM-DAX'
},
'FV3LAMDAXHI': {
'settings_key':'LAMDAX',
'plot_name':'FV3LAM-DAX'
},
'FV3LAMDAXNA': {
'settings_key':'LAMDAX',
'plot_name':'FV3LAM-DAX'
},
'FV3LAMDAXPR': {
'settings_key':'LAMDAX',
'plot_name':'FV3LAM-DAX'
},
'FV3LAM': {
'settings_key':'LAM',
'plot_name':'FV3LAM'
},
'FV3LAMAK': {
'settings_key':'LAM',
'plot_name':'FV3LAM'
},
'FV3LAMHI': {
'settings_key':'LAM',
'plot_name':'FV3LAM'
},
'FV3LAMNA': {
'settings_key':'LAM',
'plot_name':'FV3LAM'
},
'FV3LAMPR': {
'settings_key':'LAM',
'plot_name':'FV3LAM'
},
'FV3LAMX': {
'settings_key':'LAMX',
'plot_name':'FV3LAM-X'
},
'FV3LAMXAK': {
'settings_key':'LAMX',
'plot_name':'FV3LAM-X'
},
'FV3LAMXHI': {
'settings_key':'LAMX',
'plot_name':'FV3LAM-X'
},
'FV3LAMXNA': {
'settings_key':'LAMX',
'plot_name':'FV3LAM-X'
},
'FV3LAMXPR': {
'settings_key':'LAMX',
'plot_name':'FV3LAM-X'
},
'NAM_NEST': {
'settings_key':'NAM_NEST',
'plot_name':'NAM Nest'
},
'NAM_FIREWXNEST': {
'settings_key':'NAM_NEST',
'plot_name':'NAM Fire Wx Nest'
},
'namnest': {
'settings_key':'NAM_NEST',
'plot_name':'NAM Nest'
},
'HRRRAK': {
'settings_key':'HRRR',
'plot_name':'HRRR'
},
'hrrr': {
'settings_key':'HRRR',
'plot_name':'HRRR'
},
'NAMNA': {
'settings_key':'NAM',
'plot_name':'NAM'
},
'RAPAK': {
'settings_key':'RAP',
'plot_name':'RAP'
},
'RAPNA': {
'settings_key':'RAP',
'plot_name':'RAP'
},
'RRFS_A': {
'settings_key':'RRFS_A',
'plot_name':'RRFS-A'
},
'RRFS_A_AK': {
'settings_key':'RRFS_A',
'plot_name':'RRFS-A Alaska'
},
'RRFS_A_PR': {
'settings_key':'RRFS_A',
'plot_name':'RRFS-A Puerto Rico'
},
'RRFS_A_HI': {
'settings_key':'RRFS_A',
'plot_name':'RRFS-A Hawaii'
},
'RRFS_A_CONUS': {
'settings_key':'RRFS_A',
'plot_name':'RRFS-A CONUS'
},
'RRFS_A_NACONUS': {
'settings_key':'RRFS_A_NA',
'plot_name':'RRFS-A N. America'
},
'wafs': {
'settings_key':'WAFS',
'plot_name':'WAFS'
}
}
'''
model_settings defines the line/marker specifications according
to the model being plotted. See the online documentation for python's
matplotlib library to learn the possible specifications.
Some keys, however, represent generic model settings (model1, model2, etc..).
These generic settings are used if a model is requested in the configuration
file but not already included in this list, in which case generic settings
are chosen that don't match the settings for any other model already included
in the plot.
'''
self.model_settings = {
'model1': {'color': '#000000',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'model2': {'color': '#fb2020',
'marker': '^', 'markersize': 14,
'linestyle': 'solid', 'linewidth': 3.},
'model3': {'color': '#1e3cff',
'marker': 'X', 'markersize': 14,
'linestyle': 'solid', 'linewidth': 3.},
'model4': {'color': '#00dc00',
'marker': 'P', 'markersize': 14,
'linestyle': 'solid', 'linewidth': 3.},
'model5': {'color': '#e69f00',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'model6': {'color': '#56b4e9',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'model7': {'color': '#696969',
'marker': 's', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'model8': {'color': '#8400c8',
'marker': 'D', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'model9': {'color': '#d269c1',
'marker': 's', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'model10': {'color': '#f0e492',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'obs': {'color': '#aaaaaa',
'marker': 'None', 'markersize': 0,
'linestyle': 'solid', 'linewidth': 4.},
'LAM': {'color': '#00dc00',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'LAMDA': {'color': '#8400c8',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'LAMX': {'color': '#00dc00',
'marker': 'P', 'markersize': 14,
'linestyle': 'dashed', 'linewidth': 3.},
'LAMDAX': {'color': '#8400c8',
'marker': 'P', 'markersize': 14,
'linestyle': 'dashed', 'linewidth': 3.},
'HWRF': {'color': '#00dc00',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HMON': {'color': '#8400c8',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HRW_ARW': {'color': '#00dc00',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HRW_ARW2': {'color': '#e69f00',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HRW_FV3': {'color': '#56b4e9',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HREF_MEAN': {'color': '#000000',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HREF_AVRG': {'color': '#696969',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HREF_PMMN': {'color': '#8400c8',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HREF_LPMM': {'color': '#d269c1',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'HREFX_MEAN': {'color': '#000000',
'marker': 'P', 'markersize': 14,
'linestyle': 'dashed', 'linewidth': 3.},
'HRRR': {'color': '#fb2020',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'NAM': {'color': '#1e3cff',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'NAM_NEST': {'color': '#1e3cff',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'RRFS_A': {'color': '#00dc00',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'RRFS_A_NA': {'color': '#00dc00',
'marker': 'P', 'markersize': 14,
'linestyle': 'dashed', 'linewidth': 3.},
'GFS': {'color': '#000000',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 5.},
'GFS_DASHED': {'color': '#000000',
'marker': 'o', 'markersize': 12,
'linestyle': 'dashed', 'linewidth': 5.},
'GEFS': {'color': '#000000',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 5.},
'CMCE': {'color': '#1e3cff',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 5.},
'ECME': {'color': '#fb2020',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 5.},
'SREF': {'color': '#fb2020',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 5.},
'NAEFS': {'color': '#7f00ff',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 5.},
'NARRE_MEAN': {'color': '#000000',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 5.},
'EC': {'color': '#fb2020',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'CMC': {'color': '#1e3cff',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'CTCX': {'color': '#56b4e9',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.},
'OFCL': {'color': '#696969',
'marker': 'o', 'markersize': 12,
'linestyle': 'solid', 'linewidth': 3.}
}
def get_color_dict(self, name):
color_dict = self.model_settings[name]
return color_dict
class Reference():
def __init__(self):
'''
The plotting scripts will convert MET units if they are listed below.
The name of the unit must match one of the keys in the
unit_conversions dictionary. The name of the new unit will become the
value of the 'convert_to' key, and if necessary, the data and axis
labels will be converted according to the value of the 'formula' key.
Formulas are defined as regular functions in the formulas() subclass
of the Reference() class (i.e., below...)
'''
self.unit_conversions = {
#'kg/m^2': {
# 'convert_to': 'in',
# 'formula': self.formulas.mm_to_in
#},
'kg/m^2': {
'convert_to': 'mm',
'formula': self.formulas.mm_to_mm
},
'K': {
'convert_to': 'F',
'formula': self.formulas.K_to_F
},
'C': {
'convert_to': 'F',
'formula': self.formulas.C_to_F
},
'm/s': {
'convert_to': 'kt',
'formula': self.formulas.mps_to_kt
},
}
'''
Given a var_name, which is used to find the desired forecast field
in the MET .stat files, the plotting scripts will print the long name
of the associated forecast field according to this dictionary. Add
keys and values, not forgetting to include a comma at the end of any
new lines.
'''
self.variable_translator = {'TMP': 'Temperature',
'TMP_Z0_mean': 'Temperature',
'HGT': 'Ceiling Height',
'HGT_WV1_0-3': ('Geopotential Height:'
+ ' Waves 0-3'),
'HGT_WV1_4-9': ('Geopotential Height:'
+ ' Waves 4-9'),
'HGT_WV1_10-20': ('Geopotential Height:'
+ ' Waves 10-20'),
'HGT_WV1_0-20': ('Geopotential Height:'
+ ' Waves 0-20'),
'RH': 'Relative Humidity',
'SPFH': 'Specific Humidity',
'DPT': 'Dewpoint Temperature',
'UGRD': 'Zonal Wind Speed',
'VGRD': 'Meridional Wind Speed',
'UGRD_VGRD': 'Vector Wind',
'WIND': 'Wind Speed',
'GUST': 'Wind Gust',
'GUSTsfc': 'Wind Gust',
'CAPE': ('Convective Available Potential'
+ ' Energy'),
'SBCAPE': ('Surface-Based Convective Available Potential'
+ ' Energy'),
'CAPEsfc': ('Surface-Based Convective Available Potential'
+ ' Energy'),
'MLCAPE': ('Mixed-Layer Convective Available Potential'
+ ' Energy'),
'PRES': 'Pressure',
'MSLET': 'Pressure Reduced to MSL',
'PRMSL': 'Pressure Reduced to MSL',
'MSLMA': 'Mean Sea Level Pressure',
'MSLET': 'Mean Sea Level Pressure',
'MSLP': 'Mean Sea Level Pressure',
'O3MR': 'Ozone Mixing Ratio',
'TOZNE': 'Total Ozone',
'OZCON1': 'OZCON1',
'HPBL': 'Planetary Boundary Layer Height',
'TSOIL': 'Soil Temperature',
'SOILW': ('Volumetric Soil Moisture'
+ ' Content'),
'weasd': 'Accum. Snow Depth Water equiv.',
'WEASD_L0': 'Accum. Snow Depth Water equiv.',
'SNOD_L0':'Accum. Snow Depth',
'ASNOW': 'Accum. Snow Depth Water equiv.',
'APCP': ('Accumulated'
+ ' Precipitation'),
'APCP_01': ('Accumulated'
+ ' Precipitation'),
'APCP_03': ('Accumulated'
+ ' Precipitation'),
'APCP_06': ('Accumulated'
+ ' Precipitation'),
'APCP_24': ('Accumulated'
+ ' Precipitation'),
'PWAT': 'Precipitable Water',
'CWAT': 'Cloud Water',
'TCDC': 'Cloud Area Fraction',
'HGTCLDCEIL': 'Cloud Ceiling Height',
'VIS': 'Visibility',
'sst': 'Sea Surface Temperature',
'ssh': 'Sea Surface Height',
'ice_coverage': 'Sea Ice Concentration',
'sss': 'Sea Surface Salinity',
'ICEC_Z0_mean': 'Sea Ice Concentration',
'ICESEV': 'Icing Severity',
'REFC': 'Composite Reflectivity',
'REFD': 'Above Ground Level Reflectivity',
'RETOP': 'Echo Top Height',
#added for PSTD: Binbin Zhou
'TMP_ENS_FREQ_lt273.15': 'TMP < 0 C',
'WIND_ENS_FREQ_ge15.4': 'Wind speed >= 30kt',
'WIND_ENS_FREQ_ge20.58': 'Wind speed >= 40kt',
'APCP_24_ENS_FREQ_gt1': 'APCP_24hr > 1 mm',
'APCP_24_ENS_FREQ_gt2': 'APCP_24hr > 2 mm',
'APCP_24_ENS_FREQ_gt5': 'APCP_24hr > 5 mm',
'APCP_24_ENS_FREQ_gt10': 'APCP_24hr > 10 mm',
'APCP_24_ENS_FREQ_gt20': 'APCP_24hr > 20 mm',
'APCP_24_ENS_FREQ_gt25': 'APCP_24hr > 25 mm',
'APCP_24_ENS_FREQ_gt50': 'APCP_24hr > 50 mm'}
'''
Given a domain requested in the plotting configuration file, the
plotting scripts will print the long name of that domain according
to this dictionary. Add keys and values, not forgetting to include
a comma at the end of any new lines.
'''
self.domain_translator = {'NHX': 'Northern Hemisphere 20N-80N',
'SHX': 'Southern Hemisphere 20S-80S',
'NHEM': 'Northern Hemisphere 20N-80N',
'SHEM': 'Southern Hemisphere 20S-80S',
'TRO': 'Tropics 20S-20N',
'PNA': 'Pacific North America',
'N60': '60N-90N',
'S60': '60S-90S',
'North_Pacific': 'Northern Pacific Ocean',
'NPO': 'Northern Pacific Ocean',
'South_Pacific': 'Southern Pacific Ocean',
'SPO': 'Southern Pacific Ocean',
'Equatorial_Pacific': 'Equatorial Pacific Ocean',
'North_Atlantic': 'Northern Atlantic Ocean',
'NAO': 'Northern Atlantic Ocean',
'South_Atlantic': 'Southern Atlantic Ocean',
'SAO': 'Southern Atlantic Ocean',
'Equatorial_Atlantic': 'Equatorial Atlantic Ocean',
'Indian': 'Indian Ocean',
'Southern': 'Southern Ocean',
'Mediterranean': 'Mediterranean Sea',
'NH': 'Northern Hemisphere 20N-90N',
'SH': 'Southern Hemisphere 20S-90S',
'AR2': 'AR2',
'ASIA': 'Asia',
'AUNZ': 'Australia and New Zealand',
'NAMR': 'North America',
'NHM': 'Northern Hemisphere',
'NPCF': 'North Pacific Ocean',
'SHM': 'Southern Hemisphere',
'TRP': 'TRP',
'G002': 'Global',
'G003': 'Global',
'Global': 'Global',
'G130': 'CONUS - NCEP Grid 130',
'G211': 'CONUS - NCEP Grid 211',
'G221': 'CONUS - NCEP Grid 221',
'G236': 'CONUS - NCEP Grid 236',
'G223': 'CONUS - NCEP Grid 223',
'CONUS': 'CONUS',
'POLAR': 'Polar 60-90 N/S',
'ARCTIC': 'Arctic',
'ANTARCTIC': 'Antarctic',
'Arctic': 'Arctic Ocean',
'Antarctic': 'Antarctic Ocean',
'EAST': 'Eastern US',
'CONUS_East': 'Eastern US',
'WEST': 'Western US',
'CONUS_West': 'Western US',
'CONUS_Central': 'Central US',
'CONUS_South': 'Southern US',
'NWC': 'Northwest Coast',
'PacificNW': 'Pacific Northwest',
'SWC': 'Southwest Coast',
'PacificSW': 'Pacific Southwest',
'NMT': 'Northern Mountain Region',
'NRockies': 'Northern Rocky Mountains',
'GRB': 'Great Basin',
'GreatBasin': 'Great Basin',
'SMT': 'Southern Mountain Region',
'SRockies': 'Southern Rocky Mountains',
'SWD': 'Southwest Desert',
'Mezquital': 'Mezquital',
'NPL': 'Northern Plains',
'NPlains': 'Northern Plains',
'CPlains': 'Central Plains',
'SPL': 'Southern Plains',
'SPlains': 'Southern Plains',
'Prairie': 'Prairie',
'GreatLakes': 'Great Lakes',
'MDW': 'Midwest',
'LMV': 'Lower Mississippi Valley',
'APL': 'Appalachians',
'Appalachia': 'Appalachia',
'NorthAtlantic': 'North Atlantic',
'MidAtlantic': 'Mid-Atlantic',
'NEC': 'Northeast Coast',
'SEC': 'Southeast Coast',
'Southeast': 'Southeast CONUS',
'GAC': 'Gulf of America Coast',
'DeepSouth': 'Deep South',
'Alaska': 'Alaska',
'NAK': 'Northern Alaska',
'SAK': 'Southern Alaska',
'Hawaii': 'Hawaii',
'PuertoRico': 'Puerto Rico',
'Guam': 'Guam',
'FireWx': 'Fire Weather Nest',
'SEA_ICE': 'Global - Sea Ice',
'SEA_ICE_FREE': 'Global - Sea Ice Free',
'SEA_ICE_POLAR': 'Polar - Sea Ice',
'SEA_ICE_FREE_POLAR': ('Polar - Sea Ice'
+ ' Free')}
self.linetype_cols = {'FHO':['TOTAL','F_RATE','H_RATE','O_RATE'],
'CTC':['TOTAL','FY_OY','FY_ON','FN_OY','FN_ON'],
'CTS':['TOTAL','BASER','BASER_NCL','BASER_NCU',
'BASER_BCL','BASER_BCU','FMEAN',
'FMEAN_NCL','FMEAN_NCU','FMEAN_BCL',
'FMEAN_BCU','ACC','ACC_NCL','ACC_NCU',
'ACC_BCL','ACC_BCU','FBIAS','FBIAS_BCL',
'FBIAS_BCU','PODY','PODY_NCL','PODY_NCU',
'PODY_BCL','PODY_BCU','PODN','PODN_NCL',
'PODN_NCU','PODN_BCL','PODN_BCU','POFD',
'POFD_NCL','POFD_NCU','POFD_BCL',
'POFD_BCU','FAR','FAR_NCL','FAR_NCU',
'FAR_BCL','FAR_BCU','CSI','CSI_NCL',
'CSI_NCU','CSI_BCL','CSI_BCU','GSS',
'GSS_BCL','GSS_BCU','HK','HK_NCL',
'HK_NCU','HK_BCL','HK_BCU','HSS',
'HSS_BCL','HSS_BCU','ODDS','ODDS_NCL',
'ODDS_NCU','ODDS_BCL','ODDS_BCU','LODDS',
'LODDS_NCL','LODDS_NCU','LODDS_BCL',
'LODDS_BCU','ORSS','ORSS_NCL','ORSS_NCU',
'ORSS_BCL','ORSS_BCU','EDS','EDS_NCL',
'EDS_NCU','EDS_BCL','EDS_BCU','SEDS',
'SEDS_NCL','SEDS_NCU','SEDS_BCL',
'SEDS_BCU','EDI','EDI_NCL','EDI_NCU',
'EDI_BCL','EDI_BCU','SEDI','SEDI_NCL',
'SEDI_NCU','SEDI_BCL','SEDI_BCU','BAGSS',
'BAGSS_BCL','BAGSS_BCU'],
'CNT':['TOTAL','FBAR','FBAR_NCL','FBAR_NCU',
'FBAR_BCL','FBAR_BCU','FSTDEV',
'FSTDEV_NCL','FSTDEV_NCU','FSTDEV_BCL',
'FSTDEV_BCU','OBAR','OBAR_NCL',
'OBAR_NCU','OBAR_BCL','OBAR_BCU',
'OSTDEV','OSTDEV_NCL','OSTDEV_NCU',
'OSTDEV_BCL','OSTDEV_BCU','PR_CORR',
'PR_CORR_NCL','PR_CORR_NCU',
'PR_CORR_BCL','PR_CORR_BCU','SP_CORR',
'KT_CORR','RANKS','FRANK_TIES',
'ORANK_TIES','ME','ME_NCL','ME_NCU',
'ME_BCL','ME_BCU','ESTDEV','ESTDEV_NCL',
'ESTDEV_NCU','ESTDEV_BCL','ESTDEV_BCU',
'MBIAS','MBIAS_BCL','MBIAS_BCU',
'MAE','MAE_BCL','MAE_BCU',
'MSE','MSE_BCL','MSE_BCU',
'BCMSE','BCMSE_BCL','BCMSE_BCU',
'RMSE','RMSE_BCL','RMSE_BCU',
'E10','E10_BCL','E10_BCU',
'E25','E25_BCL','E25_BCU',
'E50','E50_BCL','E50_BCU',
'E75','E75_BCL','E75_BCU',
'E90','E90_BCL','E90_BCU',
'IQR','IQR_BCL','IQR_BCU',
'MAD','MAD_BCL','MAD_BCU',
'ANOM_CORR','ANOM_CORR_NCL',
'ANOM_CORR_NCU','ANOM_CORR_BCL',
'ANOM_CORR_BCU',
'ME2','ME2_BCL','ME2_BCU',
'MSESS','MSESS_BCL','MSESS_BCU',
'RMSFA','RMSFA_BCL','RMSFA_BCU',
'RMSOA','RMSOA_BCL','RMSOA_BCU',
'ANOM_CORR_UNCNTR',
'ANOM_CORR_UNCNTR_BCL',
'ANOM_CORR_UNCNTR_BCU'],
'MCTC':['TOTAL','N_CAT','Fi_Oj'],
'MCTS':['TOTAL','N_CAT','ACC','ACC_NCL',
'ACC_NCU','ACC_BCL','ACC_BCU',
'HK','HK_BCL','HK_BCU',
'GER','GER_BCL','GER_BCU'],
'PCT':['TOTAL','N_THRESH','THRESH_i','OY_i',
'ON_i','THRESH_n'],
'PSTD':['TOTAL','N_THRESH','BASER','BASER_NCL',
'BASER_NCU','RELIABILITY','RESOLUTION',
'UNCERTAINTY','ROC_AUC','BRIER',
'BRIER_NCL','BRIER_NCU','BRIERCL',
'BRIERCL_NCL','BRIERCL_NCU',
'BSS','BSS_SMPL','THRESH_i'],
'PJC':['TOTAL','N_THRESH','THRESH_i','OY_TP_i',
'ON_TP_i','CALIBRATION_i','REFINEMENT_i',
'LIKELIHOOD_i','BASER_i','THRESH_n'],
'PRC':['TOTAL','N_THRESH','THRESH_i','PODY_i',
'POFD_i','THRESH_n'],
'ECLV':['TOTAL','BASER','VALUE_BASER','N_PNT',
'CL_i','VALUE_i'],
'SL1L2':['TOTAL','FBAR','OBAR','FOBAR','FFBAR',
'OOBAR','MAE'],
'SAL1L2':['TOTAL','FABAR','OABAR','FOABAR',
'FFABAR','OOABAR','MAE'],
'VL1L2':['TOTAL','UFBAR','VFBAR','UOBAR',
'VOBAR','UVFOBAR','UVFFBAR','UVOOBAR',
'F_SPEED_BAR','O_SPEED_BAR'],
'VAL1L2':['TOTAL','UFABAR','VFABAR','UOABAR',
'VOABAR','UVFOABAR','UVFFABAR',
'UVOOABAR'],
'VCNT':['TOTAL','FBAR','OBAR','FS_RMS','OS_RMS',
'MSVE','RMSVE','FSTDEV','OSTDEV',
'FDIR','ODIR','FBAR_SPEED','OBAR_SPEED',
'VDIFF_SPEED','VDIFF_DIR','SPEED_ERR',
'SPEED_ABSERR','DIR_ERR','DIR_ABSERR'],
'MPR':['TOTAL','INDEX','OBS_SID','OBS_LAT',
'OBS_LON','OBS_LVL','OBS_ELV','FCST',
'OBS','OBS_QC','CLIMO_MEAN',
'CLIMO_STDEV','CLIMO_CDF'],
'NBRCTC':['TOTAL','FY_OY','FY_ON','FN_OY',
'FN_ON'],
'NBRCTS':['TOTAL','BASER','BASER_NCL',
'BASER_NCU','BASER_BCL','BASER_BCU',
'FMEAN','FMEAN_NCL','FMEAN_NCU',
'FMEAN_BCL','FMEAN_BCU','ACC',
'ACC_NCL','ACC_NCU','ACC_BCL',
'ACC_BCU','FBIAS','FBIAS_BCL',
'FBIAS_BCU','PODY','PODY_NCL',
'PODY_NCU','PODY_BCL','PODY_BCU',
'PODN','PODN_NCL','PODN_NCU',
'PODN_BCL','PODN_BCU','POFD',
'POFD_NCL','POFD_NCU','POFD_BCL',
'POFD_BCU','FAR','FAR_NCL','FAR_NCU',
'FAR_BCL','FAR_BCU','CSI','CSI_NCL',
'CSI_NCU','CSI_BCL','CSI_BCU','GSS',
'GSS_BCL','GSS_BCU','HK','HK_NCL',
'HK_NCU','HK_BCL','HK_BCU','HSS',
'HSS_BCL','HSS_BCU','ODDS','ODDS_NCL',
'ODDS_NCU','ODDS_BCL','ODDS_BCU',
'LODDS','LODDS_NCL','LODDS_NCU',
'LODDS_BCL','LODDS_BCU','ORSS',
'ORSS_NCL','ORSS_NCU','ORSS_BCL',
'ORSS_BCU','EDS','EDS_NCL','EDS_NCU',
'EDS_BCL','EDS_BCU','SEDS','SEDS_NCL',
'SEDS_NCU','SEDS_BCL','SEDS_BCU',
'EDI','EDI_NCL','EDI_NCU','EDI_BCL',
'EDI_BCU','SEDI','SEDI_NCL',
'SEDI_NCU','SEDI_BCL','SEDI_BCU',
'BAGSS','BAGSS_BCL','BAGSS_BCU'],
'NBRCNT':['TOTAL','FBS','FBS_BCL','FBS_BCU',
'FSS','FSS_BCL','FSS_BCU',
'AFSS','AFSS_BCL','AFSS_BCU',
'UFSS','UFSS_BCL','UFSS_BCU',
'F_RATE','F_RATE_BCL','F_RATE_BCU',
'O_RATE','O_RATE_BCL','O_RATE_BCU'],
'ECNT':['TOTAL', 'N_ENS', 'CRPS', 'CRPSS', 'IGN',
'ME', 'RMSE', 'SPREAD',
'ME_OERR', 'RMSE_OERR', 'SPREAD_OERR',
'SPREAD_PLUS_OERR', 'CRPSCL', 'CRPS_EMP',
'CRPSCL_EMP', 'CRPSS_EMP', 'CRPS_EMP_FAIR',
'SPREAD_MD', 'MAE', 'MAE_OERR', 'BIAS_RATIO',
'N_GE_OBS', 'ME_GE_OBS', 'N_LT_OBS', 'ME_LT_OBS'],
'GRAD':['TOTAL','FGBAR','OGBAR','MGBAR','EGBAR',
'S1','S1_OG','FGOG_RATIO','DX','DY'],
'DMAP':['TOTAL','FY','OY','FBIAS','BADDELEY',
'HAUSDORFF','MED_FO','MED_OF','MED_MIN',
'MED_MAX','MED_MEAN','FOM_FO','FOM_OF',
'FOM_MIN','FROM_MAX','FOM_MEAN','ZHU_FO',
'ZHU_OF','ZHU_MIN','ZHU_MAX','ZHU_MEAN'],
}
'''
Define plotting jobs that are allowed in order to draw attention to
configuration typos, to delineate the bounds of expected user
configurations, and to prevent unexpected behavior.
The case_type dictionary contains nested dictionaries, each named for
a specific configuration, and nested based on the type of configuration.
The hierarchy is this:
self.case_type[VERIF_CASE_VERIF_TYPE][LINE_TYPE]['var_dict'][var_name]
The var_name dictionary contains possible settings for the fcst/obs
names, levels, thresholds, and options stored in the MET .stat files.
It also includes the appropriate plotting group for that var_name
(e.g., 'sfc_upper', 'radar', or 'precip').
The LINE_TYPE dictionary includes the 'var_dict' dictionary and a few
additional variables. 'plot_stats_list' is a string containing a
comma-separated list of possible metrics that may be computed using
LINE_TYPE lines. 'interp' is a string containing a comma-separated list
of possible interpolation methods that may be searched for if the
line type is LINE_TYPE. 'vx_mask_list' is a python list of strings,
each string representing a possible domain name in the VX_MASK column
in the MET .stat file.
'''
self.case_type = {
'grid2grid_anom': {
'SAL1L2': {
'plot_stats_list': 'acc',
'interp': 'NEAREST',
#'vx_mask_list' : ['NHX', 'SHX', 'PNA', 'TRO'],
#Added 'G003','NHEM','SHEM','TROPICS','CONUS' for global_ens:
'vx_mask_list' : ['NHX', 'SHX', 'PNA', 'TRO', 'G003','NHEM','SHEM','TROPICS','CONUS'],
'var_dict': {
'HGT': {'fcst_var_names': ['HGT'],
'fcst_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT','GH'],
'obs_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGT_WV1_0-20': {'fcst_var_names': ['HGT'],
'fcst_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT'],
'obs_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGT_WV1_0-3': {'fcst_var_names': ['HGT'],
'fcst_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT'],
'obs_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGT_WV1_4-9': {'fcst_var_names': ['HGT'],
'fcst_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT'],
'obs_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGT_WV1_10-20': {'fcst_var_names': ['HGT'],
'fcst_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT'],
'obs_var_levels': [
'P1000', 'P700', 'P500', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMP': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['P850', 'P500', 'P250'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP','T'],
'obs_var_levels': ['P850', 'P500', 'P250'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['P850', 'P500', 'P250', 'Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD','U','10U'],
'obs_var_levels': ['P850', 'P500', 'P250','Z10','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['P850', 'P500', 'P250','Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD','V','10V'],
'obs_var_levels': ['P850', 'P500', 'P250','Z10','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'PRMSL': {'fcst_var_names': ['PRMSL','MSLET'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRMSL','MSL'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'VAL1L2': {
'plot_stats_list': 'acc',
'interp': 'NEAREST',
'vx_mask_list' : ['NHX', 'SHX', 'PNA', 'TRO'],
'var_dict': {
'UGRD_VGRD': {'fcst_var_names': ['UGRD_VGRD'],
'fcst_var_levels': [
'P850', 'P500', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD_VGRD'],
'obs_var_levels': [
'P850', 'P500', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'grid2grid_pres': {
'SL1L2': {
'plot_stats_list': ('bias, rmse, msess, rsd, rmse_md,'
+ ' rmse_pv, mae, me' ),
'interp': 'NEAREST',
'vx_mask_list' : ['NHX', 'SHX', 'PNA', 'TRO',
'G003','NHEM','SHEM','TROPICS','CONUS', 'CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'HGT': {'fcst_var_names': ['HGT'],
'fcst_var_levels': [
'P1000', 'P850', 'P700', 'P500', 'P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT','GH'],
'obs_var_levels': [
'P1000', 'P850', 'P700', 'P500', 'P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMP': {'fcst_var_names': ['TMP'],
'fcst_var_levels': [
'P1000', 'P850', 'P700', 'P500', 'P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP','T'],
'obs_var_levels': [
'P1000', 'P850', 'P700', 'P500', 'P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': [
'P1000', 'P850', 'P700', 'P500', 'P250','P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD','U'],
'obs_var_levels': [
'P1000', 'P850', 'P700', 'P500','P250', 'P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': [
'P1000', 'P850', 'P700', 'P500', 'P250', 'P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD','V'],
'obs_var_levels': [
'P1000', 'P850', 'P700', 'P500', 'P250', 'P200',
'P100', 'P50', 'P20', 'P10', 'P5', 'P1'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'O3MR': {'fcst_var_names': ['O3MR'],
'fcst_var_levels': [
'P100', 'P70', 'P50', 'P30', 'P20',
'P10', 'P5', 'P1'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['O3MR'],
'obs_var_levels': [
'P100', 'P70', 'P50', 'P30', 'P20',
'P10', 'P5', 'P1'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'VL1L2': {
'plot_stats_list': ('bias, rmse, msess, rsd, rmse_md,'
+ ' rmse_pv'),
'interp': 'NEAREST',
'vx_mask_list' : ['NHX', 'SHX', 'PNA', 'TRO'],
'var_dict': {
'UGRD_VGRD': {'fcst_var_names': ['UGRD_VGRD'],
'fcst_var_levels': [
'P1000', 'P850', 'P700', 'P500',
'P200', 'P100', 'P50', 'P20', 'P10',
'P5', 'P1'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD_VGRD'],
'obs_var_levels': [
'P1000', 'P850', 'P700', 'P500',
'P200', 'P100', 'P50', 'P20', 'P10',
'P5', 'P1'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'ECNT': {
'plot_stats_list': ('crps, crpss, rmse, spread, me, mae'),
'interp': 'NEAREST',
'vx_mask_list' : [
'G003','NHEM','SHEM','TROPICS','CONUS', 'CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'HGT': {'fcst_var_names': ['HGT'],
'fcst_var_levels': [
'P1000', 'P700', 'P500'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT','GH'],
'obs_var_levels': [
'P1000', 'P700', 'P500'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMP': {'fcst_var_names': ['TMP'],
'fcst_var_levels': [
'P850', 'P500'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP','T'],
'obs_var_levels': [
'P850', 'P500'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': [
'P850', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD','U','10U'],
'obs_var_levels': [
'P850', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': [
'P850', 'P250'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD','V','10V'],
'obs_var_levels': [
'P850', 'P250'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'grid2grid_sfc': {
'SL1L2': {
'plot_stats_list': ('fbar, bias, mae'),
'interp': 'NEAREST',
'vx_mask_list' : [
'NHX', 'SHX', 'N60', 'S60', 'TRO', 'NPO', 'SPO',
'NAO', 'SAO', 'G130', 'CONUS',
'G003','NHEM','SHEM','TROPICS', 'CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'TMP2m': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMPsfc': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMPtrops': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': 'GRIB_lvl_typ = 7;',
'obs_var_names': ['TMP'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': 'GRIB_lvl_typ = 7;',
'plot_group':'sfc_upper'},
'RH2m': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'SPFH2m': {'fcst_var_names': ['SPFH'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['SPFH'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HPBL': {'fcst_var_names': ['HPBL'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HPBL'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'PRESsfc': {'fcst_var_names': ['PRES'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRES'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'PREStrops': {'fcst_var_names': ['PRES'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': 'GRIB_lvl_typ = 7;',
'obs_var_names': ['PRES'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': 'GRIB_lvl_typ = 7;',
'plot_group':'sfc_upper'},
'PRMSL': {'fcst_var_names': ['PRMSL','MSLET'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRMSL','MSL'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD10m': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD','10U'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD10m': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD','10V'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD','10U'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD','10V'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TSOILtop': {'fcst_var_names': ['TSOIL'],
'fcst_var_levels': ['Z10-0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TSOIL'],
'obs_var_levels': ['Z10-0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'SOILWtop': {'fcst_var_names': ['SOILW'],
'fcst_var_levels': ['Z10-0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['SOILW'],
'obs_var_levels': ['Z10-0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'WEASD': {'fcst_var_names': ['WEASD'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['WEASD'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'CAPE': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['CAPE'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'cape'},
'PWAT': {'fcst_var_names': ['PWAT'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PWAT'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'CWAT': {'fcst_var_names': ['CWAT'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['CWAT'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGTtrops': {'fcst_var_names': ['HGT'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': 'GRIB_lvl_typ = 7;',
'obs_var_names': ['HGT'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': 'GRIB_lvl_typ = 7;',
'plot_group':'sfc_upper'},
'TOZNEclm': {'fcst_var_names': ['TOZNE'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TOZNE'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'ECNT': {
'plot_stats_list': ('crps, crpss, rmse, spread, me, mae'),
'interp': 'NEAREST',
'vx_mask_list' : [
'G003','NHEM','SHEM','TROPICS','CONUS', 'CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'PRMSL': {'fcst_var_names': ['PRMSL','MSLET'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRMSL','MSL'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD','10U'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD','10V'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'SST': {'fcst_var_names': ['TMP_Z0_mean'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['analysed_sst'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'grid2grid_mrms':{
'CTC': {
'plot_stats_list': ('fss, csi, fbias, pod, faratio,'
+ ' sratio'),
'interp': 'NEAREST, NBRHD_CIRCLE, BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'APL', 'GAC', 'GRB', 'LMV', 'MDW', 'NEC',
'NMT', 'NPL', 'NWC', 'SEC', 'SMT', 'SPL', 'SWC',
'SWD', 'DAY1_1200_TSTM', 'DAY2_1730_TSTM'
],
'var_dict': {
'REFC': {'fcst_var_names': ['REFC'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'fcst_var_options': '',
'obs_var_names': [
'MergedReflectivityQCComposite'
],
'obs_var_levels': ['Z500'],
'obs_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'obs_var_options': '',
'plot_group':'radar'},
'RETOP': {'fcst_var_names': ['RETOP'],
'fcst_var_levels': ['L0','Z1000'],
'fcst_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'fcst_var_options': '',
'obs_var_names': ['EchoTop18'],
'obs_var_levels': ['L0','Z500'],
'obs_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'obs_var_options': '',
'plot_group':'radar'},
'REFD': {'fcst_var_names': ['REFD'],
'fcst_var_levels': ['L0','Z1000'],
'fcst_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'fcst_var_options': '',
'obs_var_names': ['SeamlessHSR'],
'obs_var_levels': ['L0','Z500'],
'obs_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'obs_var_options': '',
'plot_group':'radar'}
}
}
},
'radar_mrms':{
'CTC': {
'plot_stats_list': ('fss, csi, fbias, pod, faratio,'
+ ' sratio'),
'interp': 'NEAREST, NBRHD_CIRCLE, BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'APL', 'GAC', 'GRB', 'LMV', 'MDW', 'NEC',
'NMT', 'NPL', 'NWC', 'SEC', 'SMT', 'SPL', 'SWC',
'SWD', 'DAY1_1200_TSTM', 'DAY2_1730_TSTM'
],
'var_dict': {
'REFC': {'fcst_var_names': ['REFC'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'fcst_var_options': '',
'obs_var_names': [
'MergedReflectivityQCComposite'
],
'obs_var_levels': ['Z500'],
'obs_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'obs_var_options': '',
'plot_group':'radar'},
'RETOP': {'fcst_var_names': ['RETOP'],
'fcst_var_levels': ['L0','Z1000'],
'fcst_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'fcst_var_options': '',
'obs_var_names': ['EchoTop18'],
'obs_var_levels': ['L0','Z500'],
'obs_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'obs_var_options': '',
'plot_group':'radar'},
'REFD': {'fcst_var_names': ['REFD'],
'fcst_var_levels': ['L0','Z1000'],
'fcst_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'fcst_var_options': '',
'obs_var_names': ['SeamlessHSR'],
'obs_var_levels': ['L0','Z500'],
'obs_var_thresholds': ('>=20, >=30, >=40,'
+ ' >=50'),
'obs_var_options': '',
'plot_group':'radar'}
}
}
},
'grid2obs_upper_air': {
'SL1L2': {
'plot_stats_list': ('bias, rmse, bcrmse, fbar_obar, fbar,'
+ ' obar'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'NH', 'SH', 'TRO', 'G236', 'POLAR', 'ARCTIC',
'NAK', 'SAK',
'G003','NHEM','SHEM','TROPICS','CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'TMP': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'RH': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'SPFH': {'fcst_var_names': ['SPFH'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['SPFH'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGT': {'fcst_var_names': ['HGT'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT','ZOB'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50',
'P10', 'P5', 'P1'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'VL1L2': {
'plot_stats_list': ('bias, rmse, bcrmse, fbar_obar, fbar,'
+ ' obar'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'NH', 'SH', 'TRO', 'G236', 'POLAR', 'ARCTIC',
'NAK', 'SAK'
],
'var_dict': {
'UGRD_VGRD': {'fcst_var_names': ['UGRD_VGRD'],
'fcst_var_levels': [
'P1000', 'P925', 'P850', 'P700',
'P500', 'P400','P300', 'P250',
'P200', 'P150', 'P100', 'P50',
'P10', 'P5', 'P1'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD_VGRD'],
'obs_var_levels': [
'P1000', 'P925', 'P850', 'P700',
'P500', 'P400', 'P300', 'P250',
'P200', 'P150', 'P100', 'P50',
'P10', 'P5', 'P1'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'ECNT':{
'plot_stats_list': ('crps, crpss, rmse, spread, me, mae'),
'interp': 'NEAREST',
'vx_mask_list' : [
'G003','NHEM','SHEM','TROPICS','CONUS', 'CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska',
'Hawaii', 'PRico'
],
'var_dict': {
'HGT': {'fcst_var_names': ['HGT'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMP': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'RH': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['P1000', 'P925', 'P850',
'P700', 'P500', 'P400',
'P300', 'P250', 'P200',
'P150', 'P100', 'P50', 'P10'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'PSTD': {
'plot_stats_list': ('bs,bss,bss_smpl'),
'interp': 'NEAREST',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West',
'CONUS_Central', 'CONUS_South', 'Alaska',
'Hawaii', 'PRico'
],
'var_dict': {
'TMP_lt0C': {'fcst_var_names': ['TMP_ENS_FREQ_lt273.15'],
'fcst_var_levels': ['P850', 'P700', 'P500'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['P850','P700','P500'],
'obs_var_thresholds': '<273.15',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'WIND_ge30kt': {'fcst_var_names': ['WIND_ENS_FREQ_ge15.4'],
'fcst_var_levels': ['P850', 'P700', 'P500'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['WIND'],
'obs_var_levels': ['P850','P700','P500'],
'obs_var_thresholds': '>=15.4',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'WIND_ge40kt': {'fcst_var_names': ['WIND_ENS_FREQ_ge20.58'],
'fcst_var_levels': ['P850', 'P700', 'P500'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['WIND'],
'obs_var_levels': ['P850', 'P700', 'P500'],
'obs_var_thresholds': '>=20.58',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'grid2obs_raob': {
'SL1L2': {
'plot_stats_list': ('bcrmse, bias, fbar_obar, fbar,'
+ ' obar'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes',
'Mezquital', 'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies',
'PacificNW', 'Prairie', 'Southeast', 'SPlains', 'SRockies',
'Alaska', 'Hawaii', 'PuertoRico', 'Guam', 'FireWx', 'DAY1_1200_TSTM',
'DAY1_0100_TSTM'
],
'var_dict': {
'HGT': {'fcst_var_names': ['HGT'],
'fcst_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HGT'],
'obs_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMP': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD'],
'obs_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD'],
'obs_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'SPFH': {'fcst_var_names': ['SPFH'],
'fcst_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['SPFH'],
'obs_var_levels': ['P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'SBCAPE': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['CAPE'],
'obs_var_levels': ['L100000-0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'cape'},
'MLCAPE': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['P90-0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['MLCAPE'],
'obs_var_levels': ['L90000-0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'cape'},
'HPBL': {'fcst_var_names': ['HGT','HPBL'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HPBL'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'VL1L2': {
'plot_stats_list': ('bias, rmse, bcrmse, fbar_obar, fbar,'
+ ' obar'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes',
'Mezquital', 'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies',
'PacificNW', 'Prairie', 'Southeast', 'SPlains', 'SRockies',
'Alaska', 'Hawaii', 'PuertoRico', 'Guam', 'FireWx', 'DAY1_1200_TSTM',
'DAY1_0100_TSTM'
],
'var_dict': {
'UGRD_VGRD': {'fcst_var_names': ['UGRD_VGRD'],
'fcst_var_levels': [
'P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'
],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD_VGRD'],
'obs_var_levels': [
'P1000', 'P975', 'P950', 'P925',
'P900', 'P875', 'P850', 'P825',
'P800', 'P775', 'P750', 'P725',
'P700', 'P675', 'P650', 'P625',
'P600', 'P575', 'P550', 'P525',
'P500', 'P475', 'P450', 'P425',
'P400', 'P375', 'P350', 'P325',
'P300', 'P275', 'P250', 'P225',
'P200', 'P175', 'P150', 'P125',
'P100', 'P75', 'P50', 'P30',
'P20', 'P10'
],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'CTC': {
'plot_stats_list': ('csi, fbias, pod,'
+ ' faratio, sratio'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes',
'Mezquital', 'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies',
'PacificNW', 'Prairie', 'Southeast', 'SPlains', 'SRockies',
'Alaska', 'Hawaii', 'PuertoRico', 'Guam', 'FireWx', 'DAY1_1200_TSTM',
'DAY1_0100_TSTM'
],
'var_dict': {
'SBCAPE': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': ('>=250, >=500, >=1000,'
+ ' >=1500, >=2000,'
+ ' >=3000,'
+ ' >=4000'),
'fcst_var_options': '',
'obs_var_names': ['CAPE'],
'obs_var_levels': ['L100000-0'],
'obs_var_thresholds': ('>=250, >=500, >=1000,'
+ ' >=1500, >=2000,'
+ ' >=3000,'
+ ' >=4000'),
'obs_var_options': '',
'plot_group':'cape'},
'MLCAPE': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['P90-0'],
'fcst_var_thresholds': ('>=250, >=500, >=1000,'
+ ' >=1500, >=2000,'
+ ' >=3000,'
+ ' >=4000'),
'fcst_var_options': '',
'obs_var_names': ['MLCAPE'],
'obs_var_levels': ['L90000-0'],
'obs_var_thresholds': ('>=250, >=500, >=1000,'
+ ' >=1500, >=2000,'
+ ' >=3000,'
+ ' >=4000'),
'obs_var_options': '',
'plot_group':'cape'},
'HPBL': {'fcst_var_names': ['HGT','HPBL'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '<=500, >=2000',
'fcst_var_options': '',
'obs_var_names': ['HPBL'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '<=500, >=2000',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
}
},
'grid2obs_metar': {
'SL1L2': {
'plot_stats_list': ('bcrmse, bias'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes',
'Mezquital', 'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies',
'PacificNW', 'Prairie', 'Southeast', 'SPlains', 'SRockies',
'Alaska', 'Hawaii', 'PuertoRico', 'Guam', 'FireWx', 'DAY1_1200_TSTM',
'DAY1_0100_TSTM'
],
'var_dict': {
'TMP2m': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'DPT2m': {'fcst_var_names': ['DPT'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['DPT'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '>=277.594,>=283.15,>=288.706,>=294.261',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'RH2m': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '<=15,<=20,<=25,<=30',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'MSLP': {'fcst_var_names': ['MSLET','MSLMA'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRMSL'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD10m': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD10m': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'WIND10m': {'fcst_var_names': ['WIND'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['WIND'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'GUSTsfc': {'fcst_var_names': ['GUST'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['GUST','L0'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'VL1L2': {
'plot_stats_list': ('bcrmse, bias'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes',
'Mezquital', 'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies',
'PacificNW', 'Prairie', 'Southeast', 'SPlains', 'SRockies',
'Alaska', 'Hawaii', 'PuertoRico', 'Guam', 'FireWx', 'DAY1_1200_TSTM',
'DAY1_0100_TSTM'
],
'var_dict': {
'UGRD_VGRD10m': {'fcst_var_names': ['UGRD_VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD_VGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'CTC': {
'plot_stats_list': ('csi, ets, fbias, pod,'
+ ' faratio, sratio'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes',
'Mezquital', 'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies',
'PacificNW', 'Prairie', 'Southeast', 'SPlains', 'SRockies',
'Alaska', 'Hawaii', 'PuertoRico', 'Guam', 'FireWx', 'DAY1_1200_TSTM',
'DAY1_0100_TSTM'
],
'var_dict': {
'DPT2m': {'fcst_var_names': ['DPT'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': (' >=277.594, >=283.15,'
+ ' >=288.706, >=294.261'),
'fcst_var_options': '',
'obs_var_names': ['DPT'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': (' >=277.594, >=283.15,'
+ ' >=288.706, >=294.261'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
'RH2m': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': (' <=15, >=15, <=20, >=20, '
+ ' <=25, >=25, <=30, >=30'),
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': (' <=15, >=15, <=20, >=20, '
+ ' <=25, >=25, <=30, >=30'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VIS': {'fcst_var_names': ['VIS'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': ('<=805, <=1609,'
+ ' <=4828, <=8045,'
+ ' >=8045,'
+ ' <=16090'),
'fcst_var_options': '',
'obs_var_names': ['VIS'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': ('<=805, <=1609,'
+ ' <=4828, <=8045,'
+ ' >=8045,'
+ ' <=16090'),
'obs_var_options': '',
'plot_group':'ceil_vis'},
'CEILING': {'fcst_var_names': ['HGT'],
'fcst_var_levels': ['L0','CEILING'],
'fcst_var_thresholds': ('<=152,'
+ ' <=305,'
+ ' >=914, <=914,'
+ ' <=1524, '
+ ' <=3048'),
'fcst_var_options': ('GRIB_lvl_typ ='
+ ' 215;'),
'obs_var_names': ['CEILING','HGT'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': ('<=152,'
+ ' <=305,'
+ ' >=914, <=914,'
+ ' <=1524, '
+ ' <=3048'),
'obs_var_options': '',
'plot_group':'ceil_vis'},
'TCDC': {'fcst_var_names': ['TCDC'],
'fcst_var_levels': ['L0','TOTAL'],
'fcst_var_thresholds': '<10, >10, >50, >90',
'fcst_var_options': 'GRIB_lvl_typ = 200;',
'obs_var_names': ['TCDC'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '<10, >10, >50, >90',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'CNT': {
'plot_stats_list': ('fss'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes',
'Mezquital', 'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies',
'PacificNW', 'Prairie', 'Southeast', 'SPlains', 'SRockies',
'Alaska', 'Hawaii', 'PuertoRico', 'Guam', 'FireWx', 'DAY1_1200_TSTM',
'DAY1_0100_TSTM'
],
'var_dict': {
'TCDC': {'fcst_var_names': ['TCDC'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TCDC'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
},
'grid2obs_conus_sfc': {
'SL1L2': {
'plot_stats_list': ('bias, rmse, bcrmse, fbar_obar, fbar,'
+ ' obar, mae'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'G214', 'WEST', 'EAST', 'MDW', 'NPL', 'SPL', 'NEC',
'SEC', 'NWC', 'SWC', 'NMT', 'SMT', 'SWD', 'GRB',
'LMV', 'GAC', 'APL', 'NAK', 'SAK',
'G003', 'NHEM', 'SHEM', 'TROPICS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'TMP2m': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'RH2m': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'DPT2m': {'fcst_var_names': ['DPT'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['DPT'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TCDC': {'fcst_var_names': ['TCDC'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': 'GRIB_lvl_typ = 200;',
'obs_var_names': ['TCDC'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'PRMSL': {'fcst_var_names': ['PRMSL','MSLET'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRMSL'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VISsfc': {'fcst_var_names': ['VIS'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VIS'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGTcldceil': {'fcst_var_names': ['HGT'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': ('GRIB_lvl_typ ='
+ ' 215;'),
'obs_var_names': ['CEILING','HGT'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'CAPEsfc': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['CAPE'],
'obs_var_levels': ['L100000-0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'cape'},
'GUSTsfc': {'fcst_var_names': ['GUST'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['GUST'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'WIND10m': {'fcst_var_names': ['WIND'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['WIND'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HPBL': {'fcst_var_names': ['HPBL'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['HPBL'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD10m': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD10m': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'VL1L2': {
'plot_stats_list': ('bias, rmse, bcrmse, fbar_obar, fbar,'
+ ' obar'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'G214', 'WEST', 'EAST', 'MDW', 'NPL', 'SPL', 'NEC',
'SEC', 'NWC', 'SWC', 'NMT', 'SMT', 'SWD', 'GRB',
'LMV', 'GAC', 'APL', 'NAK', 'SAK'
],
'var_dict': {
'UGRD_VGRD10m': {'fcst_var_names': ['UGRD_VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD_VGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
'CTC': {
'plot_stats_list': ('ets, csi, fbias, fss, pod,'
+ ' faratio, sratio'),
'interp': 'NEAREST, BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'G242', 'G214', 'G221', 'WEST', 'EAST', 'MDW', 'NPL', 'SPL', 'NEC',
'SEC', 'NWC', 'SWC', 'NMT', 'SMT', 'SWD', 'GRB',
'LMV', 'GAC', 'APL', 'NAK', 'SAK',
'G003', 'NHEM', 'SHEM', 'TROPICS', 'CONUS_East', 'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes', 'Mezquital', 'MidAtlantic', 'NorthAtlantic',
'NPlains', 'NRockies', 'PacificNW', 'PacificSW', 'Prairie', 'Southeast', 'Southwest', 'SPlains', 'SRockies'
],
'var_dict': {
'RH2m': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': (' <=15, <=20,'
+ ' <=25, <=30'),
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': (' <=15, <=20,'
+ ' <=25, <=30'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
'DPT2m': {'fcst_var_names': ['DPT'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': (' >=4.4, >=10,'
+ ' >=15.55, >=21.11,'
+ ' >=277.59, >=283.15, >=288.71, >=294.26'),
'fcst_var_options': '',
'obs_var_names': ['TDO', 'DPT'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': (' >=4.4, >=10,'
+ ' >=15.55, >=21.11'
+ ' >=277.59, >=283.15, >=288.71, >=294.26'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VISsfc': {'fcst_var_names': ['VIS'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': ('<=800, <805, <=1600, <1609,'
+ ' <=4800, <4828, <=8000, <8045,'
+ ' >=8045,'
+ ' <=16000, <16090'),
'fcst_var_options': '',
'obs_var_names': ['VIS'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': ('<=800, <805, <=1600, <1609,'
+ ' <=4800, <4828, <=8000, <8045,'
+ ' >=8045,'
+ ' <=16000, <16090'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HGTcldceil': {'fcst_var_names': ['HGT'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': ('<152, <=152, <305,'
+ ' <=305, <914,'
+ ' >=914, <=916,'
+ ' <1524, <=1524, '
+ ' <3048, <=3048'),
'fcst_var_options': ('GRIB_lvl_typ ='
+ ' 215;'),
'obs_var_names': ['CEILING','HGT'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': ('<152, <=152, <305,'
+ ' <=305, <914, '
+ '>=914, <=916, '
+ '<1524, <=1524, '
+ '<3048, <=3048'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
'CAPEsfc': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': ('>=250, >500, >=500, >1000, >=1000,'
+ ' >1500, >2000, >=2000,'
+ ' >3000,'
+ ' >4000'),
'fcst_var_options': '',
'obs_var_names': ['CAPE'],
'obs_var_levels': ['L100000-0','L0'],
'obs_var_thresholds': ('>=250, >500, >=500, >1000, >=1000,'
+ ' >1500, >2000, >=2000,'
+ ' >3000,'
+ ' >4000'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
'MLCAPE': {'fcst_var_names': ['CAPE'],
'fcst_var_levels': ['P90-0','ML'],
'fcst_var_thresholds': '>=250, >=500, >=1000, >=2000',
'fcst_var_options': '',
'obs_var_names': ['MLCAPE'],
'obs_var_levels': ['L90000-0','L100000-0','ML'],
'obs_var_thresholds': '>=250, >=500, >=1000, >=2000',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TCDC': {'fcst_var_names': ['TCDC'],
'fcst_var_levels': ['L0','TOTAL'],
'fcst_var_thresholds': ('<10, >=10, >=20, >=30, >=40, >=50,'
+ ' >=60, >=70, >=80, >=90'),
'fcst_var_options': '',
'obs_var_names': ['TCDC'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': ('<10, >=10, >=20, >=30, >=40, >=50,'
+ ' >=60, >=70, >=80, >=90'),
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
#Added for Global_ens, Binbin Zhou
'SAL1L2': {
'plot_stats_list': 'acc',
'interp': 'NEAREST',
'vx_mask_list' : [
'G003','NHEM','SHEM','TROPICS','CONUS', 'CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'PRMSL': {'fcst_var_names': ['PRMSL','MSLET'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRMSL','MSL'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMP2m': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'DPT2m': {'fcst_var_names': ['DPT'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['DPT'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD10m': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD10m': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
}
},
#Added for ensemble, Binbin Zhou
'ECNT':{
'plot_stats_list': ('crps, crpss, rmse, spread, me, mae'),
'interp': 'NEAREST',
'vx_mask_list' : [
'G003','NHEM','SHEM','TROPICS','CONUS', 'CONUS_East',
'CONUS_West', 'CONUS_Central', 'CONUS_South', 'Alaska',
'Appalachia', 'CPlains', 'DeepSouth', 'GreatBasin', 'GreatLakes', 'Mezquital',
'MidAtlantic', 'NorthAtlantic', 'NPlains', 'NRockies', 'PacificNW', 'PacificSW',
'Prairie', 'Southeast', 'Southwest', 'SPlains', 'SRockies'
],
'var_dict': {
'PRMSL': {'fcst_var_names': ['PRMSL','MSLET'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRMSL','MSL'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMP2m': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'RH2m': {'fcst_var_names': ['RH'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['RH'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'DPT2m': {'fcst_var_names': ['DPT'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['DPT'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'GUSTsfc': {'fcst_var_names': ['GUST'],
'fcst_var_levels': ['Z0','L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['GUST'],
'obs_var_levels': ['Z0','L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'HPBL': {'fcst_var_names': ['HPBL'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PBL'],
'obs_var_levels': ['L0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'WIND10m': {'fcst_var_names': ['WIND'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['WIND'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'UGRD10m': {'fcst_var_names': ['UGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['UGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'VGRD10m': {'fcst_var_names': ['VGRD'],
'fcst_var_levels': ['Z10'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['VGRD'],
'obs_var_levels': ['Z10'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'grid2obs_aq': {
'CTC': {
'plot_stats_list': ('csi, fbias, fss, pod,'
+ ' faratio, sratio'),
'interp': 'BILIN',
'vx_mask_list' : [
'CONUS', 'G130', 'G214', 'WEST', 'EAST', 'MDW', 'NPL', 'SPL', 'NEC',
'SEC', 'NWC', 'SWC', 'NMT', 'SMT', 'SWD', 'GRB',
'LMV', 'GAC', 'APL', 'NAK', 'SAK'
],
'var_dict': {
'OZCON1': {'fcst_var_names': ['OZCON1'],
'fcst_var_levels': ['A1'],
'fcst_var_thresholds': ('>50, >60, >65, >70,'
+ '>75, >85, >105,'
+ '>125, >150'),
'fcst_var_options': '',
'obs_var_names': ['COPO'],
'obs_var_levels': ['A1'],
'obs_var_thresholds': ('>50, >60, >65, >70,'
+ '>75, >85, >105,'
+ '>125, >150'),
'obs_var_options': '',
'plot_group':'aq'},
'OZCON8': {'fcst_var_names': ['OZCON8'],
'fcst_var_levels': ['A8'],
'fcst_var_thresholds': ('>50, >60, >65, >70,'
+ '>75, >85, >105,'
+ '>125, >150'),
'fcst_var_options': '',
'obs_var_names': ['COPO'],
'obs_var_levels': ['A8'],
'obs_var_thresholds': ('>50, >60, >65, >70,'
+ '>75, >85, >105,'
+ '>125, >150'),
'obs_var_options': '',
'plot_group':'aq'},
}
}
},
'grid2obs_polar_sfc': {
'SL1L2': {
'plot_stats_list': 'bias, rmse, fbar_obar',
'interp': 'NEAREST',
'vx_mask_list' : ['ARCTIC'],
'var_dict': {
'TMP2m': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z2'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z2'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'TMPsfc': {'fcst_var_names': ['TMP'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['TMP'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'PRESsfc': {'fcst_var_names': ['PRES'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['PRES'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'grid2grid_rtofs_sfc': {
'SL1L2': {
'plot_stats_list': 'bias, rmse, fbar_obar, estdev',
'interp': 'NEAREST',
'vx_mask_list' : [
'Global','North_Atlantic','South_Atlantic','Equatorial_Atlantic',
'North_Pacific','South_Pacific','Equatorial_Pacific','Indian',
'Southern','Arctic','Mediterranean','Antarctic'
],
'var_dict': {
'SST': {'fcst_var_names': ['sst'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['analysed_sst'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'rtofs_sfc'},
'SSS': {'fcst_var_names': ['sss'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds':'',
'fcst_var_options': '',
'obs_var_names': ['sss'],
'obs_var_levels': ['0,0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group': 'rtofs_sfc'},
'SSH': {'fcst_var_names': ['ssh'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['adt'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'rtofs_sfc'},
'SIC': {'fcst_var_names': ['ice_coverage'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['ice_conc'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'rtofs_sfc'}
}
},
'SAL1L2': {
'plot_stats_list': 'acc',
'interp': 'NEAREST',
'vx_mask_list' : [
'Global','North_Atlantic','South_Atlantic','Equatorial_Atlantic',
'North_Pacific','South_Pacific','Equatorial_Pacific','Indian',
'Southern','Arctic','Mediterranean'
],
'var_dict': {
'SST': {'fcst_var_names': ['sst'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['analysed_sst'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'rtofs_sfc'},
'SSS': {'fcst_var_names': ['sss'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds':'',
'fcst_var_options': '',
'obs_var_names': ['sss'],
'obs_var_levels': ['0,0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group': 'rtofs_sfc'},
'SSH': {'fcst_var_names': ['ssh'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['adt'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'rtofs_sfc'},
'SIC': {'fcst_var_names': ['ice_coverage'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['ice_conc'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'rtofs_sfc'}
}
},
'CTC': {
'plot_stats_list': 'sratio, pod, csi, hss',
'interp': 'NEAREST',
'vx_mask_list' : [
'Global','North_Atlantic','South_Atlantic','Equatorial_Atlantic',
'North_Pacific','South_Pacific','Equatorial_Pacific','Indian',
'Southern','Arctic','Mediterranean','Antarctic'
],
'var_dict': {
'SST': {'fcst_var_names': ['sst'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '>=0, >=26.5',
'fcst_var_options': '',
'obs_var_names': ['analysed_sst'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '>=0, >=26.5',
'obs_var_options': '',
'plot_group':'rtofs_sfc'},
'SIC': {'fcst_var_names': ['ice_coverage'],
'fcst_var_levels': ['0,*,*'],
'fcst_var_thresholds': '>=15, >=40, >=80',
'fcst_var_options': '',
'obs_var_names': ['ice_conc'],
'obs_var_levels': ['0,*,*'],
'obs_var_thresholds': '>=15, >=40, >=80',
'obs_var_options': '',
'plot_group':'rtofs_sfc'}
}
}
},
'precip_ccpa': {
'SL1L2': {
'plot_stats_list': ('bias, rmse, bcrmse, fbar_obar, fbar,'
+ ' obar'),
'interp': 'NEAREST',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central',
'CONUS_South', 'Alaska', 'G130', 'G214', 'WEST', 'EAST',
'MDW', 'NPL', 'SPL', 'NEC', 'SEC', 'NWC', 'SWC', 'NMT',
'SMT', 'SWD', 'GRB', 'LMV', 'GAC', 'APL', 'NAK', 'SAK'
],
'var_dict': {
'APCP_01': {'fcst_var_names': ['APCP', 'APCP_01'],
'fcst_var_levels': ['A01','A1'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_01', 'APCP_01_Z0'],
'obs_var_levels': ['A01','A1'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'APCP_03': {'fcst_var_names': ['APCP', 'APCP_03'],
'fcst_var_levels': ['A03','A3'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_03', 'APCP_01_Z0'],
'obs_var_levels': ['A03','A3'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'APCP_06': {'fcst_var_names': ['APCP', 'APCP_06'],
'fcst_var_levels': ['A06','A6'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_06', 'APCP_01_Z0'],
'obs_var_levels': ['A06','A6'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'APCP_24': {'fcst_var_names': ['APCP', 'APCP_24'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_24', 'APCP_01_Z0'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'}
}
},
'NBRCNT': {
'plot_stats_list': ('fss, afss, ufss'),
'interp': 'NEAREST, NBRHD_SQUARE',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central',
'CONUS_South', 'Alaska', 'G130', 'G214', 'WEST', 'EAST',
'MDW', 'NPL', 'SPL', 'NEC', 'SEC', 'NWC', 'SWC', 'NMT',
'SMT', 'SWD', 'GRB', 'LMV', 'GAC', 'APL', 'NAK', 'SAK'
],
'var_dict': {
'APCP_01': {'fcst_var_names': ['APCP', 'APCP_01'],
'fcst_var_levels': ['A01','A1'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_01', 'APCP_01_Z0'],
'obs_var_levels': ['A01','A1'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'APCP_03': {'fcst_var_names': ['APCP', 'APCP_03'],
'fcst_var_levels': ['A03','A3'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_03', 'APCP_01_Z0'],
'obs_var_levels': ['A03','A3'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'APCP_06': {'fcst_var_names': ['APCP', 'APCP_06'],
'fcst_var_levels': ['A06','A6'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_06', 'APCP_01_Z0'],
'obs_var_levels': ['A06','A6'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'APCP_24': {'fcst_var_names': ['APCP', 'APCP_24'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '>1, >2, >5, >10, >20, >25, >35, >50, >75',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_24', 'APCP_01_Z0'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>1, >2, >5, >10, >20, >25, >35, >50, >75',
'obs_var_options': '',
'plot_group':'precip'},
'WEASD_24': {'fcst_var_names': ['WEASD_L0'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'fcst_var_options': '',
'obs_var_names': ['ASNOW'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'obs_var_options': '',
'plot_group':'precip'},
'SNOD_24': {'fcst_var_names': ['SNOD_L0'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'fcst_var_options': '',
'obs_var_names': ['ASNOW'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'obs_var_options': '',
'plot_group':'precip'}
}
},
'CTC': {
'plot_stats_list': ('bias, ets, fss, csi, fbias, fbar,'
+ ' obar, pod, faratio, farate, sratio'),
'interp': 'NEAREST',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West', 'CONUS_Central',
'CONUS_South', 'Alaska', 'G130', 'G214', 'WEST', 'EAST', 'MDW', 'NPL', 'SPL', 'NEC',
'SEC', 'NWC', 'SWC', 'NMT', 'SMT', 'SWD', 'GRB',
'LMV', 'GAC', 'APL', 'NAK', 'SAK'
],
'var_dict': {
'APCP_01': {'fcst_var_names': ['APCP', 'APCP_01'],
'fcst_var_levels': ['A01','A1'],
'fcst_var_thresholds': ('>=0.254, >=1.27,'
+ ' >=2.54,'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=19.05,'
+ ' >=25.4,'),
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_01', 'APCP_01_Z0'],
'obs_var_levels': ['A01','A1'],
'obs_var_thresholds': ('>=0.254, >=1.27,'
+ ' >=2.54,'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=19.05,'
+ ' >=25.4,'),
'obs_var_options': '',
'plot_group':'precip'},
'APCP_03': {'fcst_var_names': ['APCP', 'APCP_03'],
'fcst_var_levels': ['A03','A3'],
'fcst_var_thresholds': ('>=0.254, >=1.27,'
+ ' >=2.54,'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=19.05,'
+ ' >=25.4,'
+ ' >=50.8,'),
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_03', 'APCP_01_Z0'],
'obs_var_levels': ['A03','A3'],
'obs_var_thresholds': ('>=0.254, >=1.27,'
+ ' >=2.54,'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=19.05,'
+ ' >=25.4,'
+ ' >=50.8,'),
'obs_var_options': '',
'plot_group':'precip'},
'APCP_06': {'fcst_var_names': ['APCP', 'APCP_06'],
'fcst_var_levels': ['A06','A6'],
'fcst_var_thresholds': ('>=0.254, >=2.54,'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=19.05,'
+ ' >=25.4,'
+ ' >=38.1,'
+ ' >=50.8,'
+ ' >=76.2,'
+ ' >=101.6'),
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_06', 'APCP_01_Z0'],
'obs_var_levels': ['A06','A6'],
'obs_var_thresholds': ('>=0.254, >=2.54,'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=19.05,'
+ ' >=25.4,'
+ ' >=38.1,'
+ ' >=50.8,'
+ ' >=76.2,'
+ ' >=101.6'),
'obs_var_options': '',
'plot_group':'precip'},
'APCP_24': {'fcst_var_names': ['APCP', 'APCP_24'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': ('>=0.254, >=2.54,>1,>2,>5,>10,>20,>25,>50,>75'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=25.4,'
+ ' >=38.1,'
+ ' >=50.8,'
+ ' >=76.2,'
+ ' >=101.6'
+ ' >=152.4'),
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_24', 'APCP_01_Z0'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': ('>=0.254, >=2.54,>1,>2,>5,>10,>20,>25,>50,>75'
+ ' >=6.35,'
+ ' >=12.7,'
+ ' >=25.4,'
+ ' >=38.1,'
+ ' >=50.8,'
+ ' >=76.2,'
+ ' >=101.6'
+ ' >=152.4'),
'obs_var_options': '',
'plot_group':'precip'},
'WEASD_24': {'fcst_var_names': ['WEASD_L0'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'fcst_var_options': '',
'obs_var_names': ['ASNOW'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'obs_var_options': '',
'plot_group':'precip'},
'SNOD_24': {'fcst_var_names': ['SNOD_L0'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'fcst_var_options': '',
'obs_var_names': ['ASNOW'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>0.0254, >0.1016, >0.2032, >0.3048',
'obs_var_options': '',
'plot_group':'precip'}
}
},
#Added for ensemble: Binbin Zhou
'ECNT': {
'plot_stats_list': ('crps, crpss, rmse, spread, me, mae'),
'interp': 'NEAREST',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West',
'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'APCP_06': {'fcst_var_names': ['APCP', 'APCP_06'],
'fcst_var_levels': ['A06','A6'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_06'],
'obs_var_levels': ['A06','A6'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'APCP_24': {'fcst_var_names': ['APCP', 'APCP_24'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['APCP', 'APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'WEASD_24': {'fcst_var_names': ['WEASD_L0'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['ASNOW'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'},
'SNOD_24': {'fcst_var_names': ['SNOD_L0'],
'fcst_var_levels': ['L0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['ASNOW'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'precip'}
}
},
#added for ensemble Binbin Zhou
'PSTD': {
'plot_stats_list': ('bs'),
'interp': 'NEAREST',
'vx_mask_list' : [
'CONUS', 'CONUS_East', 'CONUS_West',
'CONUS_Central', 'CONUS_South', 'Alaska'
],
'var_dict': {
'APCP24_gt1': {'fcst_var_names': ['APCP_24_ENS_FREQ_gt1'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>1',
'obs_var_options': '',
'plot_group':'precip'},
'APCP24_gt2': {'fcst_var_names': ['APCP_24_ENS_FREQ_gt2'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>2',
'obs_var_options': '',
'plot_group':'precip'},
'APCP24_gt5': {'fcst_var_names': ['APCP_24_ENS_FREQ_gt5'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>5',
'obs_var_options': '',
'plot_group':'precip'},
'APCP24_gt10': {'fcst_var_names': ['APCP_24_ENS_FREQ_gt10'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>10',
'obs_var_options': '',
'plot_group':'precip'},
'APCP24_gt20': {'fcst_var_names': ['APCP_24_ENS_FREQ_gt20'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>20',
'obs_var_options': '',
'plot_group':'precip'},
'APCP24_gt25': {'fcst_var_names': ['APCP_24_ENS_FREQ_gt25'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>25',
'obs_var_options': '',
'plot_group':'precip'},
'APCP24_gt50': {'fcst_var_names': ['APCP_24_ENS_FREQ_gt50'],
'fcst_var_levels': ['A24'],
'fcst_var_thresholds': '==0.10000',
'fcst_var_options': '',
'obs_var_names': ['APCP_24'],
'obs_var_levels': ['A24'],
'obs_var_thresholds': '>50',
'obs_var_options': '',
'plot_group':'precip'}
}
}
},
'satellite_ghrsst_ncei_avhrr_anl': {
'SL1L2': {
'plot_stats_list': 'bias, rmse',
'interp': 'NEAREST',
'vx_mask_list' : [
'NH', 'SH', 'POLAR', 'ARCTIC', 'SEA_ICE',
'SEA_ICE_FREE', 'SEA_ICE_POLAR', 'SEA_ICE_FREE_POLAR'
],
'var_dict': {
'SST': {'fcst_var_names': ['TMP_Z0_mean'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['analysed_sst'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'ICEC': {'fcst_var_names': ['ICEC_Z0_mean'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['sea_ice_fraction'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'ECNT': {
'plot_stats_list': 'rmse, me, mae',
'interp': 'NEAREST',
'vx_mask_list' : [ 'ARCTIC', 'ANTARCTIC'
],
'var_dict': {
'ICEC': {'fcst_var_names': ['ICEC_Z0_mean'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['ice_conc'],
'obs_var_levels': ['*,*'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
},
'CTC': {
'plot_stats_list': 'csi, fbias, pod, sratio',
'interp': 'NEAREST',
'vx_mask_list' : [ 'ARCTIC', 'ANTARCTIC'
],
'var_dict': {
'ICEC': {'fcst_var_names': ['ICEC_Z0_mean'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '>10, >40, >80',
'fcst_var_options': '',
'obs_var_names': ['ice_conc'],
'obs_var_levels': ['*,*'],
'obs_var_thresholds': '>10, >40, >80',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'satellite_ghrsst_ospo_geopolar_anl': {
'SL1L2': {
'plot_stats_list': 'bias, rmse',
'interp': 'NEAREST',
'vx_mask_list' : [
'NH', 'SH', 'POLAR', 'ARCTIC', 'SEA_ICE',
'SEA_ICE_FREE', 'SEA_ICE_POLAR', 'SEA_ICE_FREE_POLAR'
],
'var_dict': {
'SST': {'fcst_var_names': ['TMP_Z0_mean'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['analysed_sst'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'},
'ICEC': {'fcst_var_names': ['ICEC_Z0_mean'],
'fcst_var_levels': ['Z0'],
'fcst_var_thresholds': '',
'fcst_var_options': '',
'obs_var_names': ['sea_ice_fraction'],
'obs_var_levels': ['Z0'],
'obs_var_thresholds': '',
'obs_var_options': '',
'plot_group':'sfc_upper'}
}
}
},
'aviation_analysis': {
'CTC': {
'plot_stats_list': ('bias, ets, fss, csi, fbias, fbar,'
+ ' obar, pod, farate, faratio, sratio'),
'interp': 'NEAREST',
'vx_mask_list' : [
'AR2','ASIA','AUNZ','EAST','NAMR','NHM','NPCF','SHM','TRP'
],
'var_dict': {
'ICESEV': {'fcst_var_names': ['ICESEV'],
'fcst_var_levels': ['P812','P696.8','P595.2','P506','P392.7'],
'fcst_var_thresholds': '>=1, >=2, >=3, >=4',
'fcst_var_options': '',
'obs_var_names': ['ICESEV'],
'obs_var_levels': ['P800','P700','P600','P500','P400'],
'obs_var_thresholds': '>=1, >=2, >=3, >=4',
'obs_var_options': '',
'plot_group':'aviation'},
}
}
},
}
class formulas():
#def mm_to_in(mm_vals):
# inch_vals = np.divide(mm_vals, 25.4)
# return inch_vals
def mm_to_mm(mm_vals):
inch_vals = np.divide(mm_vals, 1.0)
return inch_vals
def K_to_F(K_vals):
F_vals = (((np.array(K_vals)-273.15)*9./5.)+32.).round()
return F_vals
def C_to_F(C_vals):
F_vals = (np.array(C_vals)*9./5.)+32.
return F_vals
def mps_to_kt(mps_vals):
kt_vals = np.array(mps_vals)*1.94384449412
return kt_vals