Move parameter derivation to sounding.py
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50cdf4052d
commit
53ea99803e
2 changed files with 47 additions and 88 deletions
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@ -180,92 +180,6 @@ class SkewTGraph():
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cr.stroke()
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cr.restore()
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def follow_dry_adiabat(self, temp: float, pressure: float) -> dict:
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levels = dict()
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for level in loft_parcel(temp, pressure, lambda t, p: LAPSE_RATE_DRY):
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t2, p2 = level
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levels[p2] = t2
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return levels
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def follow_moist_adiabat(self, temp: float, pressure: float) -> dict:
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levels = dict()
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for level in loft_parcel(temp, pressure, moist_lapse_rate):
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t2, p2 = level
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levels[p2] = t2
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return levels
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def follow_saturated_mixing_ratio(self, temp: float, pressure: float) -> dict:
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levels = dict()
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ratio = saturated_mixing_ratio(temp, pressure)
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p2 = pressure
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while p2 >= PRESSURE_MIN:
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levels[p2] = mixing_ratio_temp(ratio, p2)
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p2 -= 10
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return levels
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def follow_sounding(self, sounding: Sounding) -> dict:
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levels = dict()
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for sample in sounding.samples:
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levels[sample.pressure] = sample.temp
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return levels
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def intersect(self, series1: dict, series2: dict):
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pairs = nearest(sorted(series1.keys(), reverse=True),
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sorted(series2.keys(), reverse=True))
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sign_last = None
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for pair in pairs:
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v1, v2 = series1[pair[0]], series2[pair[1]]
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sign = cmp(v1, v2)
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if sign == 0 or (sign_last is not None and sign_last != sign):
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return pair[0]
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sign_last = sign
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def find_lfc(self, temp: float, pressure: float, sounding: Sounding) -> float:
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moist_adiabat = self.follow_moist_adiabat(temp, pressure)
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temp_line = self.follow_sounding(sounding)
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pairs = nearest(sorted(moist_adiabat.keys(), reverse=True),
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sorted(temp_line.keys(), reverse=True))
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for pair in pairs:
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v1, v2 = moist_adiabat[pair[0]], temp_line[pair[1]]
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if v1 > v2:
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return pair[0]
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def derive_parameters(self, sounding: Sounding):
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dry_adiabat = self.follow_dry_adiabat(sounding.samples[0].temp,
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sounding.samples[0].pressure)
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saturated_mr_line = self.follow_saturated_mixing_ratio(sounding.samples[0].dewpoint,
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sounding.samples[0].pressure)
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lcl = self.intersect(dry_adiabat, saturated_mr_line)
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lfc = self.find_lfc(dry_adiabat[lcl], lcl, sounding)
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return {
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'lcl': lcl,
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'lfc': lfc
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}
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def draw(self,
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cr: cairo.Context,
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x: float,
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@ -1,8 +1,13 @@
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import datetime
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import shapely
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from xmet.db import Database, DatabaseTable, DatabaseOrder
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from xmet.coord import COORD_SYSTEM
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from xmet.db import Database, DatabaseTable, DatabaseOrder
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from xmet.coord import COORD_SYSTEM
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from xmet.list import nearest
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from xmet.series import Series
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from xmet.thermo import follow_dry_adiabat, \
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follow_moist_adiabat, \
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follow_saturated_mixing_ratio
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LAPSE_RATE_DRY = 9.8 # degrees C per 1000m
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LAPSE_RATE_MOIST = 4.0
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@ -42,6 +47,9 @@ class SoundingSample(DatabaseTable):
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def is_saturated(self) -> bool:
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return self.humidity >= 100.0
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class SoundingParameters():
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pass
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class Sounding(DatabaseTable):
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__slots__ = (
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'id', 'station', 'timestamp_observed', 'timestamp_released',
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@ -168,3 +176,40 @@ class Sounding(DatabaseTable):
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]]).fetchall())
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return sounding
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def follow_temp(self) -> Series:
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series = Series()
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for sample in self.samples:
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series[sample.pressure] = sample.temp
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return series
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def find_lfc(self, temp: float, pressure: float) -> float:
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moist_adiabat = follow_moist_adiabat(temp, pressure)
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temp_line = self.follow_temp()
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pairs = nearest(sorted(moist_adiabat.keys(), reverse=True),
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sorted(temp_line.keys(), reverse=True))
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for pair in pairs:
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v1, v2 = moist_adiabat[pair[0]], temp_line[pair[1]]
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if v1 > v2:
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return pair[0]
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def derive_parameters(self) -> SoundingParameters:
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dry_adiabat = follow_dry_adiabat(self.samples[0].temp,
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self.samples[0].pressure)
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saturated_mr_line = follow_saturated_mixing_ratio(self.samples[0].dewpoint,
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self.samples[0].pressure)
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lcl = dry_adiabat.intersect(saturated_mr_line)
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lfc = self.find_lfc(dry_adiabat[lcl], lcl)
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params = SoundingParameters()
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params.lcl = lcl
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params.lfc = lfc
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return params
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