def get_kinematics(self):
'''
Function to generate the numerous kinematic quantities
used for display and calculations. It requires that the
parcel calculations have already been called for the lcl
to el shear and mean wind vectors, as well as indices
that require an effective inflow layer.
Parameters
----------
None
Returns
-------
None
'''
sfc = self.pres[self.sfc]
heights = np.array([1000., 3000., 4000., 5000., 6000., 8000., 9000.])
p1km, p3km, p4km, p5km, p6km, p8km, p9km = interp.pres(
self, interp.to_msl(self, heights))
## 1km and 6km winds
self.wind1km = interp.vec(self, p1km)
self.wind6km = interp.vec(self, p6km)
## calcluate wind shear
self.sfc_1km_shear = winds.wind_shear(self, pbot=sfc, ptop=p1km)
self.sfc_3km_shear = winds.wind_shear(self, pbot=sfc, ptop=p3km)
self.sfc_6km_shear = winds.wind_shear(self, pbot=sfc, ptop=p6km)
self.sfc_8km_shear = winds.wind_shear(self, pbot=sfc, ptop=p8km)
self.sfc_9km_shear = winds.wind_shear(self, pbot=sfc, ptop=p9km)
self.lcl_el_shear = winds.wind_shear(self,
pbot=self.mupcl.lclpres,
ptop=self.mupcl.elpres)
## calculate mean wind
self.mean_1km = utils.comp2vec(
*winds.mean_wind(self, pbot=sfc, ptop=p1km))
self.mean_3km = utils.comp2vec(
*winds.mean_wind(self, pbot=sfc, ptop=p3km))
self.mean_6km = utils.comp2vec(
*winds.mean_wind(self, pbot=sfc, ptop=p6km))
self.mean_8km = utils.comp2vec(
*winds.mean_wind(self, pbot=sfc, ptop=p8km))
self.mean_lcl_el = utils.comp2vec(*winds.mean_wind(
self, pbot=self.mupcl.lclpres, ptop=self.mupcl.elpres))
## parameters that depend on the presence of an effective inflow layer
if self.etop is ma.masked or self.ebottom is ma.masked:
self.etopm = ma.masked
self.ebotm = ma.masked
self.srwind = winds.non_parcel_bunkers_motion(self)
self.eff_shear = [MISSING, MISSING]
self.ebwd = [MISSING, MISSING, MISSING]
self.ebwspd = MISSING
self.mean_eff = [MISSING, MISSING, MISSING]
self.mean_ebw = [MISSING, MISSING, MISSING]
self.srw_eff = [MISSING, MISSING, MISSING]
self.srw_ebw = [MISSING, MISSING, MISSING]
self.right_esrh = [ma.masked, ma.masked, ma.masked]
self.left_esrh = [ma.masked, ma.masked, ma.masked]
self.critical_angle = ma.masked
else:
self.srwind = params.bunkers_storm_motion(self,
mupcl=self.mupcl,
pbot=self.ebottom)
depth = (self.mupcl.elhght - self.ebotm) / 2
elh = interp.pres(self, interp.to_msl(self, self.ebotm + depth))
## calculate mean wind
self.mean_eff = winds.mean_wind(self, self.ebottom, self.etop)
self.mean_ebw = winds.mean_wind(self, pbot=self.ebottom, ptop=elh)
## calculate wind shear of the effective layer
self.eff_shear = winds.wind_shear(self,
pbot=self.ebottom,
ptop=self.etop)
self.ebwd = winds.wind_shear(self, pbot=self.ebottom, ptop=elh)
self.ebwspd = utils.mag(self.ebwd[0], self.ebwd[1])
## calculate the mean sr wind
self.srw_eff = winds.sr_wind(self,
pbot=self.ebottom,
ptop=self.etop,
stu=self.srwind[0],
stv=self.srwind[1])
self.srw_ebw = winds.sr_wind(self,
pbot=self.ebottom,
ptop=elh,
stu=self.srwind[0],
stv=self.srwind[1])
self.right_esrh = winds.helicity(self,
self.ebotm,
self.etopm,
stu=self.srwind[0],
stv=self.srwind[1])
self.left_esrh = winds.helicity(self,
self.ebotm,
self.etopm,
stu=self.srwind[2],
stv=self.srwind[3])
self.critical_angle = winds.critical_angle(self,
stu=self.srwind[0],
stv=self.srwind[1])
## calculate mean srw
self.srw_1km = utils.comp2vec(*winds.sr_wind(
self, pbot=sfc, ptop=p1km, stu=self.srwind[0], stv=self.srwind[1]))
self.srw_3km = utils.comp2vec(*winds.sr_wind(
self, pbot=sfc, ptop=p3km, stu=self.srwind[0], stv=self.srwind[1]))
self.srw_6km = utils.comp2vec(*winds.sr_wind(
self, pbot=sfc, ptop=p6km, stu=self.srwind[0], stv=self.srwind[1]))
self.srw_8km = utils.comp2vec(*winds.sr_wind(
self, pbot=sfc, ptop=p8km, stu=self.srwind[0], stv=self.srwind[1]))
self.srw_4_5km = utils.comp2vec(*winds.sr_wind(
self, pbot=p4km, ptop=p5km, stu=self.srwind[0],
stv=self.srwind[1]))
self.srw_lcl_el = utils.comp2vec(
*winds.sr_wind(self,
pbot=self.mupcl.lclpres,
ptop=self.mupcl.elpres,
stu=self.srwind[0],
stv=self.srwind[1]))
# This is for the red, blue, and purple bars that appear on the SR Winds vs. Height plot
self.srw_0_2km = winds.sr_wind(self,
pbot=sfc,
ptop=interp.pres(
self, interp.to_msl(self, 2000.)),
stu=self.srwind[0],
stv=self.srwind[1])
self.srw_4_6km = winds.sr_wind(self,
pbot=interp.pres(
self, interp.to_msl(self, 4000.)),
ptop=p6km,
stu=self.srwind[0],
stv=self.srwind[1])
self.srw_9_11km = winds.sr_wind(
self,
pbot=interp.pres(self, interp.to_msl(self, 9000.)),
ptop=interp.pres(self, interp.to_msl(self, 11000.)),
stu=self.srwind[0],
stv=self.srwind[1])
## calculate upshear and downshear
self.upshear_downshear = winds.mbe_vectors(self)
self.srh1km = winds.helicity(self,
0,
1000.,
stu=self.srwind[0],
stv=self.srwind[1])
self.srh3km = winds.helicity(self,
0,
3000.,
stu=self.srwind[0],
stv=self.srwind[1])
''' Create the Sounding (Profile) Object '''
def test_sr_wind():
input_stu = 10
input_stv = 10
returned = winds.sr_wind(prof, stu=input_stu, stv=input_stv)
correct_u, correct_v = 17.347100616691126, -8.2911876872066141
npt.assert_almost_equal(returned, [correct_u, correct_v])
def get_kinematics(self):
'''
Function to generate the numerous kinematic quantities
used for display and calculations. It requires that the
parcel calculations have already been called for the lcl
to el shear and mean wind vectors, as well as indices
that require an effective inflow layer.
Parameters
----------
None
Returns
-------
None
'''
sfc = self.pres[self.sfc]
heights = np.array([1000., 3000., 4000., 5000., 6000., 8000., 9000.])
p1km, p3km, p4km, p5km, p6km, p8km, p9km = interp.pres(self, interp.to_msl(self, heights))
## 1km and 6km winds
self.wind1km = interp.vec(self, p1km)
self.wind6km = interp.vec(self, p6km)
## calcluate wind shear
self.sfc_1km_shear = winds.wind_shear(self, pbot=sfc, ptop=p1km)
self.sfc_3km_shear = winds.wind_shear(self, pbot=sfc, ptop=p3km)
self.sfc_6km_shear = winds.wind_shear(self, pbot=sfc, ptop=p6km)
self.sfc_8km_shear = winds.wind_shear(self, pbot=sfc, ptop=p8km)
self.sfc_9km_shear = winds.wind_shear(self, pbot=sfc, ptop=p9km)
self.lcl_el_shear = winds.wind_shear(self, pbot=self.mupcl.lclpres, ptop=self.mupcl.elpres)
## calculate mean wind
self.mean_1km = utils.comp2vec(*winds.mean_wind(self, pbot=sfc, ptop=p1km))
self.mean_3km = utils.comp2vec(*winds.mean_wind(self, pbot=sfc, ptop=p3km))
self.mean_6km = utils.comp2vec(*winds.mean_wind(self, pbot=sfc, ptop=p6km))
self.mean_8km = utils.comp2vec(*winds.mean_wind(self, pbot=sfc, ptop=p8km))
self.mean_lcl_el = utils.comp2vec(*winds.mean_wind(self, pbot=self.mupcl.lclpres, ptop=self.mupcl.elpres))
## parameters that depend on the presence of an effective inflow layer
if self.etop is ma.masked or self.ebottom is ma.masked:
self.etopm = ma.masked; self.ebotm = ma.masked
self.srwind = winds.non_parcel_bunkers_motion( self )
self.eff_shear = [MISSING, MISSING]
self.ebwd = [MISSING, MISSING, MISSING]
self.ebwspd = MISSING
self.mean_eff = [MISSING, MISSING, MISSING]
self.mean_ebw = [MISSING, MISSING, MISSING]
self.srw_eff = [MISSING, MISSING, MISSING]
self.srw_ebw = [MISSING, MISSING, MISSING]
self.right_esrh = [ma.masked, ma.masked, ma.masked]
self.left_esrh = [ma.masked, ma.masked, ma.masked]
self.critical_angle = ma.masked
else:
self.srwind = params.bunkers_storm_motion(self, mupcl=self.mupcl, pbot=self.ebottom)
depth = ( self.mupcl.elhght - self.ebotm ) / 2
elh = interp.pres(self, interp.to_msl(self, self.ebotm + depth))
## calculate mean wind
self.mean_eff = winds.mean_wind(self, self.ebottom, self.etop )
self.mean_ebw = winds.mean_wind(self, pbot=self.ebottom, ptop=elh )
## calculate wind shear of the effective layer
self.eff_shear = winds.wind_shear(self, pbot=self.ebottom, ptop=self.etop)
self.ebwd = winds.wind_shear(self, pbot=self.ebottom, ptop=elh)
self.ebwspd = utils.mag( self.ebwd[0], self.ebwd[1] )
## calculate the mean sr wind
self.srw_eff = winds.sr_wind(self, pbot=self.ebottom, ptop=self.etop, stu=self.srwind[0], stv=self.srwind[1] )
self.srw_ebw = winds.sr_wind(self, pbot=self.ebottom, ptop=elh, stu=self.srwind[0], stv=self.srwind[1] )
self.right_esrh = winds.helicity(self, self.ebotm, self.etopm, stu=self.srwind[0], stv=self.srwind[1])
self.left_esrh = winds.helicity(self, self.ebotm, self.etopm, stu=self.srwind[2], stv=self.srwind[3])
self.critical_angle = winds.critical_angle(self, stu=self.srwind[0], stv=self.srwind[1])
## calculate mean srw
self.srw_1km = utils.comp2vec(*winds.sr_wind(self, pbot=sfc, ptop=p1km, stu=self.srwind[0], stv=self.srwind[1] ))
self.srw_3km = utils.comp2vec(*winds.sr_wind(self, pbot=sfc, ptop=p3km, stu=self.srwind[0], stv=self.srwind[1] ))
self.srw_6km = utils.comp2vec(*winds.sr_wind(self, pbot=sfc, ptop=p6km, stu=self.srwind[0], stv=self.srwind[1] ))
self.srw_8km = utils.comp2vec(*winds.sr_wind(self, pbot=sfc, ptop=p8km, stu=self.srwind[0], stv=self.srwind[1] ))
self.srw_4_5km = utils.comp2vec(*winds.sr_wind(self, pbot=p4km, ptop=p5km, stu=self.srwind[0], stv=self.srwind[1] ))
self.srw_lcl_el = utils.comp2vec(*winds.sr_wind(self, pbot=self.mupcl.lclpres, ptop=self.mupcl.elpres, stu=self.srwind[0], stv=self.srwind[1] ))
# This is for the red, blue, and purple bars that appear on the SR Winds vs. Height plot
self.srw_0_2km = winds.sr_wind(self, pbot=sfc, ptop=interp.pres(self, interp.to_msl(self, 2000.)), stu=self.srwind[0], stv=self.srwind[1])
self.srw_4_6km = winds.sr_wind(self, pbot=interp.pres(self, interp.to_msl(self, 4000.)), ptop=p6km, stu=self.srwind[0], stv=self.srwind[1])
self.srw_9_11km = winds.sr_wind(self, pbot=interp.pres(self, interp.to_msl(self, 9000.)), ptop=interp.pres(self, interp.to_msl(self, 11000.)), stu=self.srwind[0], stv=self.srwind[1])
## calculate upshear and downshear
self.upshear_downshear = winds.mbe_vectors(self)
self.srh1km = winds.helicity(self, 0, 1000., stu=self.srwind[0], stv=self.srwind[1])
self.srh3km = winds.helicity(self, 0, 3000., stu=self.srwind[0], stv=self.srwind[1])
def test_sr_wind():
input_stu = 10
input_stv = 10
returned = winds.sr_wind(prof, stu=input_stu, stv=input_stv)
correct_u, correct_v = 17.347100616691126, -8.2911876872066141
npt.assert_almost_equal(returned, [correct_u, correct_v])