Python VariableModel Exemples

Exemple #1

        'linestyle': '',
        'linewidth': 1.5,
        'marker': '.',
        'markersize': 5,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'Kp'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Kp index'
var.label = r'Kp'
var.group = r'KpAp'
var.unit = ''
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1B'
plot_config.bar = {
    'color_by_value':
    True,
    'vmin':
    0,

Exemple #2

        'linewidth':        1.5,
        'marker':           '',
        'markersize':       3,
    },
    'pcolormesh':   {
        'cmap':            default_colormap,
    }
}

configured_variables = {}
visual = 'on'


####################################################################################################################
var_name = 'Dst'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Dst index'
var.label = r'Dst'
var.group = r'Dst'
var.unit = 'nT'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1noE'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"
axis[1].lim = [None, None]
axis[1].label = '@v.group'

Exemple #3

        'linestyle': '-',
        'linewidth': 1.5,
        'marker': '',
        'markersize': 3,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'TEC_MAP'
var = Var(name=var_name, ndim=3, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'GNSS TEC MAP'
var.label = r'TEC'
var.group = r'TEC'
var.unit = 'TECu'
var.depends = {0: depend_0, 1: depend_1}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '2P'
# set axis attrs
axis = var.visual.axis

configured_variables[var_name] = var

Exemple #4

        'linestyle': '-',
        'linewidth': 1.5,
        'marker': '',
        'markersize': 3,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'AE'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'AE index'
var.label = r'AE'
var.group = r'AE indices'
var.unit = 'nT'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1noE'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"
axis[1].lim = [-np.inf, np.inf]
axis[1].label = '@v.group'

Exemple #5

        'linestyle': '-',
        'linewidth': 1.5,
        'marker': '',
        'markersize': 3,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'ASY_D'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'ASY-D index'
var.label = r'ASY-D'
var.group = r'ASY/SYM'
var.unit = 'nT'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1noE'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"
axis[1].lim = [-np.inf, np.inf]
axis[1].label = '@v.group'

Exemple #6

configured_variables = {}
visual = 'on'

depend_0 = {
    'UT': 'SC_DATETIME',
    'GEO_LAT': 'SC_GEO_LAT',
    'GEO_LON': 'SC_GEO_LON',
    'AACGM_LAT': 'SC_AACGM_LAT',
    'AACGM_LON': 'SC_AACGM_LON',
    'AACGM_MLT': 'SC_AACGM_MLT'
}
# depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'u_CROSS'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Cross neutral wind'
var.label = r'$u_{cross}$'
var.unit = 'm/s'
var.unit_label = r'm/s'
var.group = r'$u$'
# var.error = var_name + '_err'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1noE'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"

Exemple #7

        'linestyle': '',
        'linewidth': 1.5,
        'marker': '.',
        'markersize': 3,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'n_e'
var = Var(ndim=2, variable_type='scalar', visual=visual)
# set variable attrs
var_config = {
    'name': var_name,
    'fullname': 'electron density',
    'label': r'$n_e$',
    'unit': 'm-3',
    'unit_label': r'm$^{-3}$',
    'error': var_name + '_err',
    'depends': {
        0: depend_0,
        1: depend_1
    },
}
var.config(**var_config)
# set plot attrs

Exemple #8

Fichier : variable_config.py Projet : JouleCai/geospacelab

        'linestyle':        '',
        'linewidth':        1.5,
        'marker':           '.',
        'markersize':       3,
    },
    'pcolormesh':   {
        'cmap':            default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'n_e'
var = Var(ndim=2, variable_type='scalar', visual=visual)
# set variable attrs
var_config = {
    'name': var_name,
    'fullname': 'electron density',
    'label': r'$n_e$',
    'unit': 'm-3',
    'unit_label': r'm$^{-3}$',
    'error': var_name + '_err',
    'depends': {0: depend_0, 1: depend_1},
}
var.config(**var_config)
# set plot attrs
var.visual.plot_config.config(**default_plot_config)
var.visual.plot_config.style = '2P'
# set axis attrs

Exemple #9

Fichier : variable_config.py Projet : JouleCai/geospacelab

        'linestyle':        '',
        'linewidth':        1.5,
        'marker':           '.',
        'markersize':       3,
    },
    'pcolormesh':   {
        'cmap':            default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'v_i_N'
var = Var(name=var_name, ndim=2, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Ion velocity perpendicular to B (Northward)'
var.label = r'$v_{iN}$'
var.unit = 'm/s'
var.error = var_name + '_err'
var.depends = {0: depend_0, 1: depend_1}
# set plot attrs
var.visual.plot_config.config(**default_plot_config)
var.visual.plot_config.style = '2P'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@d.HEIGHT.value"
axis[2].data = "@v.value"
axis[1].lim = [90, 300]
axis[1].label = 'h'

Exemple #10

Fichier : variable_config.py Projet : JouleCai/geospacelab

    'pcolormesh':   {
        'cmap':            default_colormap,
    }
}

configured_variables = {}
visual = 'on'

depend_0 = {'UT': 'SC_DATETIME',
            'GEO_LAT': 'SC_GEO_LAT', 'GEO_LON': 'SC_GEO_LON',
            'AACGM_LAT': 'SC_AACGM_LAT', 'AACGM_LON': 'SC_AACGM_LON', 'AACGM_MLT': 'SC_AACGM_MLT'}
# depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'rho_n'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Neutral mass density'
var.label = r'$\rho_n$'
var.unit = 'kg/m-3'
var.unit_label = r'kg$\cdot$m$^{-3}$'
var.group = r'$\rho$'
# var.error = var_name + '_err'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1noE'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"

Exemple #11

        'c_lim': [100, 6000],
        'alpha': 0.9,
    }
}

configured_variables = {}
visual = 'on'

depend_0 = {'GEO_LAT': 'DISK_GEO_LAT', 'GEO_LON': 'DISK_GEO_LON'}
depend_1 = {'GEO_LAT': 'DISK_GEO_LAT'}
depend_2 = {'GEO_LAT': 'DISK_GEO_LAT', 'GEO_LON': 'DISK_GEO_LON'}
depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'DISK_R_LBHS'
var = Var(name=var_name, ndim=3, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Auroral emission intensity at LBHS'
var.label = r'LBHS'
var.group = 'Emission intensity'
var.unit = 'R'
var.depends = {
    0: depend_0,
    1: {
        'AACGM_LAT': 'GRID_MLAT'
    },
    2: {
        'AACGM_LON': 'GRID_MLON'
    }
}
# set plot attrs

Exemple #12

        'linestyle': '-',
        'linewidth': 1.5,
        'marker': '',
        'markersize': 3,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'B_x_GSM'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Magnetic flux density along the GSM x-axis'
var.label = r'$B_x^{GSM}$'
var.group = r'$B$'
var.unit = 'nT'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1noE'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"
axis[1].lim = [-np.inf, np.inf]
axis[1].label = '@v.group'

Exemple #13

Fichier : variable_config.py Projet : JouleCai/geospacelab

        'linestyle': '',
        'linewidth': 1.5,
        'marker': '.',
        'markersize': 5,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'Hp'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Hp index'
var.label = r'Hp'
var.group = r'Hpo'
var.unit = ''
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1B'
plot_config.bar = {
    'color_by_value':
    True,
    'vmin':
    0,

Exemple #14

configured_variables = {}
visual = 'on'

depend_0 = {
    'UT': 'SC_DATETIME',
    'GEO_LAT': 'SC_GEO_LAT',
    'GEO_LON': 'SC_GEO_LON',
    'AACGM_LAT': 'SC_AACGM_LAT',
    'AACGM_LON': 'SC_AACGM_LON',
    'AACGM_MLT': 'SC_AACGM_MLT'
}
# depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'v_i_H_x'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'TII-H ion velocity (x component)'
var.label = r'$v_{ix}^{(H)}$'
var.unit = 'm/s'
var.group = r'$v_i$'
var.error = var_name + '_err'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1E'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"
axis[1].lim = [-4000, 4000]

Exemple #15

Fichier : variable_config.py Projet : JouleCai/geospacelab

        'markersize': 3,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

depend_0 = {'UT': 'DATETIME'}
depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'GRID_phi'
var = Var(name=var_name, ndim=4, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Electric potential map'
var.label = r'$\phi$'
var.group = 'Electric potential'
var.unit = r'$\mu$A/m$^2$'
var.depends = {
    0: depend_0,
    1: {
        'AACGM_LAT': 'GRID_MLAT'
    },
    2: {
        'AACGM_MLT': 'GRID_MLT'
    }
}
# set plot attrs

Exemple #16

configured_variables = {}
visual = 'on'

depend_0 = {
    'UT': 'SC_DATETIME',
    'GEO_LAT': 'SC_GEO_LAT',
    'GEO_LON': 'SC_GEO_LON',
    'AACGM_LAT': 'SC_AACGM_LAT',
    'AACGM_LON': 'SC_AACGM_LON',
    'AACGM_MLT': 'SC_AACGM_MLT'
}
# depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'n_e'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Plasma density from ion current'
var.label = r'$n_e$'
var.unit = 'cm-3'
var.unit_label = r'cm$^{-3}$'
var.group = r'$n_e$'
# var.error = var_name + '_err'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1noE'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"

Exemple #17

Fichier : variable_config.py Projet : JouleCai/geospacelab

configured_variables = {}
visual = 'on'

depend_0 = {
    'UT': 'SC_DATETIME',
    'GEO_LAT': 'SC_GEO_LAT',
    'GEO_LON': 'SC_GEO_LON',
    'AACGM_LAT': 'SC_AACGM_LAT',
    'AACGM_LON': 'SC_AACGM_LON',
    'AACGM_MLT': 'SC_AACGM_MLT'
}
# depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'rho_n'
var = Var(name=var_name, ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Neutral mass density'
var.label = r'$\rho_n$'
var.unit = 'kg/m-3'
var.unit_label = r'kg$\cdot$m$^{-3}$'
var.group = r'$\rho$'
var.error = var_name + '_err'
var.depends = {0: depend_0}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '1E'
# set axis attrs
axis = var.visual.axis
axis[1].data = "@v.value"

Exemple #18

        'markersize':       3,
    },
    'pcolormesh':   {
        'cmap':            default_colormap,
    }
}

configured_variables = {}
visual = 'on'

depend_0 = {'UT': 'DATETIME'}
depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'GRID_Jr'
var = Var(name=var_name, ndim=4, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Field-aligned current'
var.label = r'FAC'
var.group = 'Emission intensity'
var.unit = r'$\mu$A/m$^2$'
var.depends = {0: depend_0, 1: {'AACGM_LAT': 'GRID_MLAT'}, 2: {'AACGM_MLT': 'GRID_MLT'}}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '2P'
# set axis attrs
axis = var.visual.axis


configured_variables[var_name] = var

Exemple #19

        'linestyle': '',
        'linewidth': 1.5,
        'marker': '.',
        'markersize': 3,
    },
    'pcolormesh': {
        'cmap': default_colormap,
    }
}

configured_variables = {}
visual = 'on'

####################################################################################################################
var_name = 'JE_e'
var = Var(ndim=1, variable_type='scalar', visual=visual)
# set variable attrs
var_config = {
    'name': var_name,
    'fullname': 'Integrated energy flux of electrons',
    'label': r'JE$_e$',
    'group': 'JE',
    'unit': r'eV/cm2/s/ster',
    'unit_label': r'eV$/$cm$^{2}/$s$/$ster',
    'error': None,
    'depends': {
        0: depend_0
    },
}
var.config(**var_config)
# set plot attrs

Exemple #20

        'c_lim':           [100, 6000],
        'alpha':            0.9,
    }
}

configured_variables = {}
visual = 'on'

depend_0 = {'UT': 'DATETIME'}
depend_1 = {'AACGM_LAT': 'GRID_MLAT'}
depend_2 = {'AACGM_LON': 'GRID_MLON'}
depend_c = {'SPECTRA': 'EMISSION_SPECTRA'}

####################################################################################################################
var_name = 'GRID_AUR_LBHS'
var = Var(name=var_name, ndim=3, variable_type='scalar', visual=visual)
# set variable attrs
var.fullname = 'Auroral emission intensity at LBHS'
var.label = r'LBHS'
var.group = 'Emission intensity'
var.unit = 'R'
var.depends = {0: depend_0, 1: {'AACGM_LAT': 'GRID_MLAT'}, 2: {'AACGM_LON': 'GRID_MLON'}}
# set plot attrs
plot_config = var.visual.plot_config
plot_config.config(**default_plot_config)
plot_config.style = '2P'
# set axis attrs
axis = var.visual.axis


configured_variables[var_name] = var