def __init__(self, year, timeframe):
self.year = year
self.timeframe = timeframe
self.hedata = loadswicsiondata("He2+", 720., self.year, self.timeframe,
"/data/etph/ace/")
self.odata = loadswicsiondata("O6+", 720., self.year, self.timeframe,
"/data/etph/ace/")
self.hdata = swicsdcrtcr("H1+", self.year, self.timeframe,
"/data/etph/ace/pui/12mdata/")
self.swedata = swepamdata(64., self.year, self.timeframe,
"/data/etph/ace/swepam/")
self.swedata.sync_h(self.hedata)
self.mag = magdata(1., self.year, self.timeframe,
"/data/etph/ace/mag/")
self.mag.sync_mag(self.hedata)
self.theta = arccos(cos(self.mag.phi) * cos(self.mag.theta))
self.valf = 21.8 / sqrt(self.swedata.dens) * (self.mag.magb)
self.valf[isinf(self.valf)] = -1.
self.valf[isnan(self.valf)] = -2.
self.effh = zeros([58])
self.effhe = zeros([58])
self.effo = zeros([58])
self.gp = Gnuplot()
self.gp("set xr [-2:3]")
self.gp("set yr [0:1]")
self.gp("set xlabel '(v-v_{sw})/C_{A}'")
self.stdhe = []
self.stdo = []
self.stdh = []
self.skewhe = []
self.skewo = []
self.skewh = []
self.kurthe = []
self.kurto = []
self.kurth = []
self.meanvhe = []
self.meanvo = []
self.meanvh = []
self.maxvhe = []
self.maxvo = []
self.maxvh = []
self.time = []
self.years = []
self.valfs = []
self.magb = []
self.thetas = []
self.sigtheta = []
self.vsw = []
self.dsw = []
self.tsw = []
self.load_eff()
def __init__(self, swicspath, swepampath, magpath, effpath, ionname,
timeframe):
self.swicspath = swicspath
self.swepampath = swepampath
self.magpath = magpath
self.effpath = effpath
self.ionname = ionname
self.timeframe = timeframe
self.swepamres = 720
self.magres = 240
self.year = 2007
swepam = swepamdata(720, 2007, timeframe[0][0],
timeframe[len(timeframe) - 1][1] + 1., swepampath)
swepam.load()
mag = magdata(240, 2007, float(daylist[0]),
float(daylist[len(daylist) - 1]), magpath)
mag.load()
att = attdata(mag.year, mag.path)
att.load()
timeframequietplot = [[4., 9.], [17.4, 25.25], [30.5, 35.], [45.5, 55.],
[60., 63.], [65.5, 70.], [73.25, 80.5], [93., 97.5],
[103., 107.], [119., 126.5], [129., 131.], [134., 135.],
[145.25, 151.1]]
timeframequietplot = [[1., 360.]]
he = swicsiondata("He2+", timeframequietplot, swicspath)
he.load()
h = swepamdata(720, 2001, 1., 362., swepampath)
h.load()
hsync = sync_h(h, he)
"""
hswics=swicsprotondata("H1+",timeframequietplot,ppath)
hswics.load()
"""
mag = magdata(240, 2007, 1., 362., magpath)
mag.load()
magsync = sync_mag(mag, he)
o = swicselemdata("O", timeframequietplot, swicspath)
fe = swicselemdata("Fe", timeframequietplot, swicspath)
o.load()
fe.load()
feoheh = []
feoheh2 = []
feoheh3 = []
feoheh4 = []
feoheh5 = []
gp = Gnuplot()
hehmag = []
def load_mag(self):
from libacepy.mag import magdata
self.mag = magdata(self.magres, self.year, self.timeframe[0][0],
self.timeframe[len(self.timeframe) - 1][1] + 1.,
self.magpath)
self.mag.load()
bintime = 4 * 3600
year = 2007
timeframe = [mark - 4, mark + 4]
#Multiplotklasse initialisieren
mp = multiplot(6, 0)
mp.setgv(0)
mp.setxrange(timeframe[0], timeframe[1])
mpi = 0
#vertikale Marks setzen
for i in range(len(marks)):
mp.addplotmark("vline")
mp.plotmarks[i].setvlinepos(marks[i])
# Anfang: Magdaten auswerten
mdata = magdata(mres, year, timeframe[0], timeframe[1], "/data/ivar/ace/mag/")
mdata.load()
binres = bintime / mres
mbin = []
for i in range(len(mdata.magbx)):
# Anfang: Winkel ausrechnen
if (mdata.magbx[i][1] < 0):
phi = atan(-mdata.magby[i][1] / mdata.magbx[i][1])
elif (mdata.magbx[i][1] == 0):
if (mdata.magby[i][1] > 0):
phi = pi / 2
elif (mdata.magby[i][1] < 0):
phi = -pi / 2
else:
phi = 0
else:
timeframe = [[222, 223.]]
timeframe = [[39., 40.]]
timeframe = [[4., 5.]]
timeframe = [[153., 155.]]
timeframe = [[32., 34.]]
#year=2008
#timeframe=[[20.,22.]]
hdata = swicsdcrtcr("H1+", year, timeframe, "/data/etph/ace/pui/12mdata/")
hedata = loadswicsiondata("He2+", 720., year, timeframe, "/data/etph/ace/")
odata = loadswicsiondata("O6+", 720., year, timeframe, "/data/etph/ace/")
fedata = loadswicsiondata("Fe9+", 720., year, timeframe, "/data/etph/ace/")
sidata = loadswicsiondata("C6+", 720., year, timeframe, "/data/etph/ace/")
cdata = loadswicsiondata("Fe8+", 720., year, timeframe, "/data/etph/ace/")
swdata = swepamdata(64., year, timeframe, "/data/etph/ace/swepam/")
magdat = magdata(1., year, timeframe, "/data/etph/ace/mag/")
#magdat.sync_mag(hedata)
#gp=Gnuplot()
def get_tseries(iond):
from numpy import where, mean
timestep = 12. / 86400. # time of single esa-step
d3iondata = []
d3ionv = []
for i in range(len(iond.time)):
ionmax = amax(iond.countspec[i, :, 1])
vtime = 0.
for j in range(58):
#d3iondata.append([iond.time[i]-(58-j)*timestep,iond.countspec[i,j,0],iond.countspec[i,j,1]/ionmax])
corrarr2 = []
for year in years:
print year
for doy in range(start, doys[ycount] + 1):
#for doy in range(start,stop+1):#doys[ycount]+1):
try:
listin = open(path + "%.4i/%.3i/list.in" % (year, doy), "r")
hesum = 0.
hesumeff = 0.
hesumeff2 = 0.
magsum = 0.
magangsum = 0.
magphisum = 0.
magthetasum = 0.
magdoy = magdata(1., year, [[doy, doy + 0.999999]], magpath)
nr = 0.
for s in listin:
k = s.split()
tmpdat, tmptime, tmpvsw = read_pui(path + "%.4i/%.3i/He1+_%s" %
(year, doy, k[0]))
v = tmpdat[:, 0]
w = tmpdat[:, 1]
dcr = tmpdat[:, 2]
tcr = tmpdat[:, 3]
mag = mean(magdoy.magb[(magdoy.time > tmptime) *
(magdoy.time < tmptime + 12. / 1440.)])
magphi = mean(
magdoy.phi[(magdoy.time > tmptime) *
(magdoy.time < tmptime + 12. / 1440.)])
magtheta = mean(
dvvsvparr = []
ratioarr = []
for i in range(len(ionlist)):
meandvvsvparr.append([0., 0., 0., 0.])
dvvsvparr.append([])
ratioarr.append([])
p = -1
magarr = []
alfarr = []
masscharge = []
for tf in timeframe:
p += 1
hedata = swicsiondata("He2+", resswics, year, [tf], datapath)
swepam = swepamdata(resswepam, year, [tf], swepampath)
swepam.sync_h(hedata)
mag = magdata(resmag, year, [tf], magpath)
mag.sync_mag(hedata)
ionnr = -1
for ion in ionlist:
ionnr += 1
iondata = swicsiondata(ion[0], resswics, year, [tf], datapath)
meandvvsvparr[ionnr][0] = iondata.mass / iondata.charge
meandvvsvparr[ionnr][3] = iondata.mass / iondata.charge**2
if p == 0:
masscharge.append([iondata.mass, iondata.charge, 0, 0])
for i in range(len(iondata.time)):
if (swepam.dens[i] > 0.):
valf = 21.8 * mag.magb[i] / sqrt(swepam.dens[i])
else:
valf = 0.
#syncatt=sync_attitude(att,iondata)
polarity = zeros([len(timeframe)])
uppervel = 700.
lowervel = 600.
linetype = 0
for ion in ionlist:
iondata = swicsiondata(ion, resswics, year, timeframe, datapath)
#if (ion!="He2+"):
# hedata=swicsiondata("He2+",resswics,year,timeframe,datapath)
#else:
# hedata=iondata
#iondata.load()
swepam = swepamdata(resswepam, year, timeframe, swepampath)
mag = magdata(resmag, year, timeframe, magpath)
att = attdata(mag.year, mag.path)
att.load()
mag.sync_mag(iondata)
swepam.sync_h(iondata)
syncatt = sync_attitude(att, iondata)
dblistin = open("sigb_2007.dat")
dblistin.readline()
sigarr = []
barr = []
i = 0
for s in dblistin:
k = s.split()
if (float(k[0]) > iondata.time[i] - 0.001
daylist=range(1,153)
timeframe=[[4.,9.],[17.4,25.25],[30.5,35.],[45.5,55.],[60.,63.],[65.5,70.],[73.25,80.5],[93.,97.5],[103.,107.],[119.,126.5],[129.,135.],[145.25,151.1]]
#timeframe=[[4.,9.]]
effpath="/data/ivar/ace/efficencies/aspeff/"
datapath="/data/wimmer/ace/12mdata/2007/"
datapath2="/data/zechine/ace/12mprotons/2007/"
swepampath="/data/ivar/ace/swepam/"
magpath="/data/ivar/ace/mag/"
#protondata=swicsprotondata("H1+",timeframe,datapath2)
#protondata.load()
ionlist=["He2+","C6+","C5+","N7+","N6+","O7+","O6+","Ne8+","Mg8+","Mg9+","Si8+","Si9+","S8+","S9+","Ca9+","Ca10+","Fe9+","Fe10+","Fe11+","Fe12+","Fe13+"]
ionlist=["He2+"]
swepam=swepamdata(720,2007,timeframe[0][0],timeframe[len(timeframe)-1][1]+1.,swepampath)
swepam.load()
mag=magdata(240,2007,float(daylist[0]),float(daylist[len(daylist)-1]),magpath)
mag.load()
att=attdata(mag.year,mag.path)
att.load()
pdvhist=[]
pdvhist2=[]
pdvmqhist=[]
ptemphist=[]
pdenshist=[]
pvthhist=[]
pvthhist2=[]
swepamvel=[]
swepamvthhist=[]
gp=Gnuplot()
gp2=Gnuplot()
from libacepy.mag import magdata
from Gnuplot import Gnuplot, Data, GridData
timeframe = [[25.25, 26.5]] #[15.,22.5]]#[6.25,12.2]]
#timeframe=[[6.25,12.2],[15.,22.5],[25.25,26.5],[33.,37.8],[42.5,49.],[50.,53.5],[61.,64.],[69.5,77.5],[88.5,91.5],[97.75,105.75],[115.5,118.5],[126.,130.],[143.,147.5],[151.,155.],[168.,171.],[172.5,175.5],[179.,181.5],[194.5,200.5],[223.25,226.75],[232.,234.75],[248.5,253.5],[259.5,261.],[276.5,281.5],[286.,288.5],[303.5,308.75],[313.25,314.25],[331.,335.],[341.5,344.],[359.,361.5]]
magpath = "/data/wimmer/ace/mag/"
#mag=magdata(1.,2008,timeframe,magpath)
binres = 64.
thetaarr = []
phiarr = []
THETAarr = []
magbarr = []
phiser = []
for tf in timeframe:
mag = magdata(1., 2008, [tf], magpath)
for i in range(len(mag.time) / binres):
tmpmag = 0.
tmpmag2 = 0.
tmpmagx = 0.
tmpmagy = 0.
tmpmagz = 0.
tmpmagphi1 = 0.
tmpmagphi2 = 0.
tmpmagphi3 = 0.
tmpmagtheta1 = 0.
tmpmagtheta2 = 0.
tmpmagtheta3 = 0.
tmpmagTHETA1 = 0.
tmpmagTHETA2 = 0.
tmpmagTHETA3 = 0.