{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
""
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"DaViTpy - models\n",
"==\n",
"***\n",
"\n",
"This notebook introduces useful space science models included in davitpy. \n",
" \n",
"Currently we have ported/wrapped the following models to python: \n",
"\n",
"- IGRF-11\n",
"- IRI\n",
"- TSYGANENKO (T96)\n",
"- MSIS (NRLMSISE00)\n",
"- HWM-07\n",
"- AACGM"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%pylab inline\n",
"from datetime import datetime as dt\n",
"from davitpy.models import *\n",
"from davitpy import utils"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"***\n",
"###IGRF - International Geomagnetic Reference Field\n",
"[top]"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# INPUTS\n",
"itype = 1 # Geodetic coordinates\n",
"pyDate = dt(2006,2,23)\n",
"date = utils.dateToDecYear(pyDate) # decimal year\n",
"alt = 300. # altitude\n",
"stp = 5.\n",
"xlti, xltf, xltd = -90.,90.,stp # latitude start, stop, step\n",
"xlni, xlnf, xlnd = -180.,180.,stp # longitude start, stop, step\n",
"ifl = 0 # Main field\n",
"# Call fortran subroutine\n",
"lat,lon,d,s,h,x,y,z,f = igrf.igrf11(itype,date,alt,ifl,xlti,xltf,xltd,xlni,xlnf,xlnd)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/local/lib/python2.7/dist-packages/matplotlib/text.py:52: UnicodeWarning: Unicode equal comparison failed to convert both arguments to Unicode - interpreting them as being unequal\n",
" if rotation in ('horizontal', None):\n",
"/usr/local/lib/python2.7/dist-packages/matplotlib/text.py:54: UnicodeWarning: Unicode equal comparison failed to convert both arguments to Unicode - interpreting them as being unequal\n",
" elif rotation == 'vertical':\n"
]
},
{
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Check that it worked by plotting magnetic dip angle contours on a map\n",
"from mpl_toolkits.basemap import Basemap\n",
"from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
"from numpy import meshgrid\n",
"\n",
"# Set figure\n",
"fig = figure(figsize=(10,5))\n",
"ax = fig.add_subplot(111)\n",
"rcParams.update({'font.size': 14})\n",
"\n",
"# Set-up the map background\n",
"map = Basemap(projection='cyl',llcrnrlat=-90,urcrnrlat=90,\\\n",
" llcrnrlon=-180,urcrnrlon=180,resolution='c')\n",
"map.drawmapboundary()\n",
"map.drawcoastlines(color='0.5')\n",
"# draw parallels and meridians.\n",
"map.drawparallels(np.arange(-80.,81.,20.))\n",
"map.drawmeridians(np.arange(-180.,181.,20.))\n",
"\n",
"# The igrf output needs to be reshaped to be plotted\n",
"dip = s.reshape((180./stp+1,360./stp+1))\n",
"dec = d.reshape((180./stp+1,360./stp+1))\n",
"lo = lon[0:(360./stp+1)]\n",
"la = lat[0::(360./stp+1)]\n",
"x,y = meshgrid(lo,la)\n",
"v = arange(0,90,20)\n",
"\n",
"# Plot dip angle contours and labels\n",
"cs = map.contour(x, y, abs(dip), v, latlon=True, linewidths=1.5, colors='k')\n",
"labs = plt.clabel(cs, inline=1, fontsize=10)\n",
"\n",
"# Plot declination and colorbar\n",
"im = map.pcolormesh(x, y, dec, vmin=-40, vmax=40, cmap='coolwarm')\n",
"divider = make_axes_locatable(ax)\n",
"cax = divider.append_axes(\"right\", \"3%\", pad=\"3%\")\n",
"colorbar(im, cax=cax)\n",
"cax.set_ylabel('Magnetic field declination')\n",
"cticks = cax.get_yticklabels()\n",
"cticks = [t.__dict__['_text'] for t in cticks]\n",
"cticks[0], cticks[-1] = 'W', 'E'\n",
"_ = cax.set_yticklabels(cticks)\n",
"savefig('dipdec.png')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Check that it worked by plotting magnetic dip angle contours on a map\n",
"from mpl_toolkits.basemap import Basemap\n",
"from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
"from numpy import meshgrid\n",
"\n",
"# Set figure\n",
"fig = figure(figsize=(10,5))\n",
"ax = fig.add_subplot(111)\n",
"rcParams.update({'font.size': 14})\n",
"\n",
"# Set-up the map background\n",
"map = Basemap(projection='cyl',llcrnrlat=-90,urcrnrlat=90,\\\n",
" llcrnrlon=-180,urcrnrlon=180,resolution='c')\n",
"map.drawmapboundary()\n",
"map.drawcoastlines(color='0.5')\n",
"# draw parallels and meridians.\n",
"map.drawparallels(np.arange(-80.,81.,20.))\n",
"map.drawmeridians(np.arange(-180.,181.,20.))\n",
"\n",
"# The igrf output needs to be reshaped to be plotted\n",
"babs = f.reshape((180./stp+1,360./stp+1))\n",
"lo = lon[0:(360./stp+1)]\n",
"la = lat[0::(360./stp+1)]\n",
"x,y = meshgrid(lo,la)\n",
"v = arange(0,90,20)\n",
"\n",
"# Plot declination and colorbar\n",
"im = map.pcolormesh(x, y, babs, cmap='jet')\n",
"divider = make_axes_locatable(ax)\n",
"cax = divider.append_axes(\"right\", \"3%\", pad=\"3%\")\n",
"colorbar(im, cax=cax)\n",
"cax.set_ylabel('Magnetic field intensity [nT]')\n",
"\n",
"savefig('babs.png')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"***\n",
"###IRI - International Reference Ionosphere\n",
"[top]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"* **JF switches to turn off/on (True/False) several options**\n",
"\n",
"* [0] : True\n",
" * Ne computed \n",
" * Ne not computed\n",
"* [1] : True\n",
" * Te, Ti computed \n",
" * Te, Ti not computed\n",
"* [2] : True\n",
" * Ne & Ni computed \n",
" * Ni not computed\n",
"* [3] : False\n",
" * B0 - Table option \n",
" * B0 - other models jf[30]\n",
"* [4] : False\n",
" * foF2 - CCIR \n",
" * foF2 - URSI\n",
"* [5] : False\n",
" * Ni - DS-95 & DY-85 \n",
" * Ni - RBV-10 & TTS-03\n",
"* [6] : True\n",
" * Ne - Tops: f10.7<188 \n",
" * f10.7 unlimited \n",
"* [7] : True\n",
" * foF2 from model \n",
" * foF2 or NmF2 - user input\n",
"* [8] : True\n",
" * hmF2 from model \n",
" * hmF2 or M3000F2 - user input\n",
"* [9] : True\n",
" * Te - Standard \n",
" * Te - Using Te/Ne correlation\n",
"* [10] : True\n",
" * Ne - Standard Profile \n",
" * Ne - Lay-function formalism\n",
"* [11] : True\n",
" * Messages to unit 6 \n",
" * to meesages.text on unit 11\n",
"* [12] : True\n",
" * foF1 from model \n",
" * foF1 or NmF1 - user input\n",
"* [13] : True\n",
" * hmF1 from model \n",
" * hmF1 - user input (only Lay version)\n",
"* [14] : True\n",
" * foE from model \n",
" * foE or NmE - user input\n",
"* [15] : True\n",
" * hmE from model \n",
" * hmE - user input\n",
"* [16] : True\n",
" * Rz12 from file \n",
" * Rz12 - user input\n",
"* [17] : True\n",
" * IGRF dip, magbr, modip \n",
" * old FIELDG using POGO68/10 for 1973\n",
"* [18] : True\n",
" * F1 probability model \n",
" * critical solar zenith angle (old)\n",
"* [19] : True\n",
" * standard F1 \n",
" * standard F1 plus L condition\n",
"* [20] : False\n",
" * ion drift computed \n",
" * ion drift not computed\n",
"* [21] : True\n",
" * ion densities in % \n",
" * ion densities in m-3\n",
"* [22] : False\n",
" * Te_tops (Aeros,ISIS) \n",
" * Te_topside (TBT-2011)\n",
"* [23] : True\n",
" * D-region: IRI-95 \n",
" * Special: 3 D-region models\n",
"* [24] : True\n",
" * F107D from APF107.DAT \n",
" * F107D user input (oarr[41])\n",
"* [25] : True\n",
" * foF2 storm model \n",
" * no storm updating\n",
"* [26] : True\n",
" * IG12 from file \n",
" * IG12 - user\n",
"* [27] : False\n",
" * spread-F probability \n",
" * not computed\n",
"* [28] : False\n",
" * IRI01-topside \n",
" * new options as def. by JF[30]\n",
"* [29] : False\n",
" * IRI01-topside corr. \n",
" * NeQuick topside model\n",
"* [28,29]:\n",
" * [t,t] IRIold, \n",
" * [f,t] IRIcor, \n",
" * [f,f] NeQuick, \n",
" * [t,f] Gulyaeva\n",
"* [30] : True\n",
" * B0,B1 ABT-2009 \n",
" * B0 Gulyaeva h0.5\n",
"* [31] : True\n",
" * F10.7_81 from file \n",
" * PF10.7_81 - user input (oarr[45])\n",
"* [32] : False\n",
" * Auroral boundary model on\n",
" * Auroral boundary model off\n",
"* [33] : True\n",
" * Messages on \n",
" * Messages off\n",
"* [34] : False\n",
" * foE storm model \n",
" * no foE storm updating\n",
"* [..] : ....\n",
"* [50] : ...."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Inputs\n",
"jf = [True]*50\n",
"jf[2:6] = [False]*4\n",
"jf[20] = False\n",
"jf[22] = False\n",
"jf[27:30] = [False]*3\n",
"jf[32] = False\n",
"jf[34] = False\n",
"jmag = 0.\n",
"alati = 40. \n",
"along = -80.\n",
"iyyyy = 2012\n",
"mmdd = 806 \n",
"dhour = 12. \n",
"heibeg, heiend, heistp = 80., 500., 10. \n",
"oarr = np.zeros(100)\n",
"# Call fortran subroutine\n",
"outf,oarr = iri.iri_sub(jf,jmag,alati,along,iyyyy,mmdd,dhour,heibeg,heiend,heistp,oarr)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Check that it worked by plotting vertical electron density profile\n",
"figure(figsize=(5,8))\n",
"\n",
"alt = np.arange(heibeg,heiend,heistp)\n",
"ax = plot(outf[0,0:len(alt)],alt)\n",
"\n",
"xlabel(r'Electron density [m$^{-3}$]')\n",
"ylabel('Altitude [km]')\n",
"grid(True)\n",
"rcParams.update({'font.size': 12})"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"***\n",
"###Tsyganenko (Geopack and T96)\n",
"[top]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- **The \"Porcelain\" way** (recommended)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/local/lib/python2.7/dist-packages/davitpy-0.2-py2.7-linux-x86_64.egg/davitpy/models/tsyganenko/__init__.py:80: FutureWarning: comparison to `None` will result in an elementwise object comparison in the future.\n",
" assert (None not in [lat, lon, rho]) or filename, 'You must provide either (lat, lon, rho) or a filename to read from'\n",
"/usr/local/lib/python2.7/dist-packages/davitpy-0.2-py2.7-linux-x86_64.egg/davitpy/models/tsyganenko/__init__.py:82: FutureWarning: comparison to `None` will result in an elementwise object comparison in the future.\n",
" if None not in [lat, lon, rho]:\n",
"/usr/local/lib/python2.7/dist-packages/davitpy-0.2-py2.7-linux-x86_64.egg/davitpy/models/tsyganenko/__init__.py:431: RuntimeWarning: invalid value encountered in less\n",
" indMask = sign*self.yTrace[ip,0:self.l[ip]] < 0\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"vswgse=[ -400, 0, 0] [m/s]\n",
"pdyn= 2 [nPa]\n",
"dst= -5 [nT]\n",
"byimf= 0 [nT]\n",
"bzimf= -5 [nT]\n",
" \n",
"Coords: geo\n",
"(latitude [degrees], longitude [degrees], distance from center of the Earth [km])\n",
"\n",
"(10.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(13.613, 359.855, 6371.131)\n",
" --> SH( 9.924, 0.004, 6371.164) \n",
" \n",
"(20.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(20.019, 360.000, 6371.191)\n",
" --> SH( 3.264, 0.744, 6371.132) \n",
" \n",
"(30.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(30.008, 360.000, 6371.198)\n",
" --> SH(-8.075, 2.517, 6371.173) \n",
" \n",
"(40.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(40.005, 360.000, 6371.199)\n",
" --> SH(-21.727, 6.465, 6371.188) \n",
" \n",
"(50.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(50.003, 360.000, 6371.200)\n",
" --> SH(-39.383, 15.079, 6371.187) \n",
" \n",
"(60.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(60.002, 360.000, 6371.200)\n",
" --> SH(-56.706, 31.776, 6371.182) \n",
" \n",
"(70.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(70.001, 360.000, 6371.200)\n",
" --> SH(-61.419, 86.864, 6371.196) \n",
" \n",
"(80.000, 0.000, 6372.000) @ 05:47 UT (12-Mar-15)\n",
" --> NH(80.001, 360.000, 6371.200)\n",
" --> SH( nan, nan, nan) \n",
" \n"
]
},
{
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"lats = range(10, 90, 10)\n",
"lons = zeros(len(lats))\n",
"rhos = 6372.*ones(len(lats))\n",
"trace = tsyganenko.tsygTrace(lats, lons, rhos)\n",
"print trace\n",
"ax = trace.plot()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"- **The \"Plumbing\" way**"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"** START: 50.000, 0.000, 1.000\n",
"** STOP: -40.341, 17.675, 1.000\n"
]
}
],
"source": [
"# Inputs\n",
"# Date and time\n",
"year = 2000\n",
"doy = 1\n",
"hr = 1\n",
"mn = 0\n",
"sc = 0\n",
"# Solar wind speed\n",
"vxgse = -400.\n",
"vygse = 0.\n",
"vzgse = 0.\n",
"# Execution parameters\n",
"lmax = 5000\n",
"rlim = 60. \n",
"r0 = 1. \n",
"dsmax = .01\n",
"err = .000001\n",
"# Direction of the tracing\n",
"mapto = 1\n",
"# Magnetic activity [SW pressure (nPa), Dst, ByIMF, BzIMF]\n",
"parmod = np.zeros(10)\n",
"parmod[0:4] = [2, -8, -2, -5]\n",
"# Start point (rh in Re)\n",
"lat = 50.\n",
"lon = 0.\n",
"rh = 0.\n",
"\n",
"# This has to be called first\n",
"tsyganenko.tsygFort.recalc_08(year,doy,hr,mn,sc,vxgse,vygse,vzgse)\n",
"\n",
"# Convert lat,lon to geographic cartesian and then gsw\n",
"r,theta,phi, xgeo, ygeo, zgeo = tsyganenko.tsygFort.sphcar_08(1., np.radians(90.-lat), np.radians(lon), 0., 0., 0., 1)\n",
"xgeo,ygeo,zgeo,xgsw,ygsw,zgsw = tsyganenko.tsygFort.geogsw_08(xgeo, ygeo, zgeo,0,0,0,1)\n",
"\n",
"# Trace field line\n",
"xfgsw,yfgsw,zfgsw,xarr,yarr,zarr,l = tsyganenko.tsygFort.trace_08(xgsw,ygsw,zgsw,mapto,dsmax,err, \n",
" rlim,r0,0,parmod,'T96_01','IGRF_GSW_08',lmax) \n",
"\n",
"# Convert back to spherical geographic coords\n",
"xfgeo,yfgeo,zfgeo,xfgsw,yfgsw,zfgsw = tsyganenko.tsygFort.geogsw_08(0,0,0,xfgsw,yfgsw,zfgsw,-1)\n",
"gcR, gdcolat, gdlon, xgeo, ygeo, zgeo = tsyganenko.tsygFort.sphcar_08(0., 0., 0., xfgeo, yfgeo, zfgeo, -1)\n",
"\n",
"\n",
"print '** START: {:6.3f}, {:6.3f}, {:6.3f}'.format(lat, lon, 1.)\n",
"print '** STOP: {:6.3f}, {:6.3f}, {:6.3f}'.format(90.-np.degrees(gdcolat), np.degrees(gdlon), gcR)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(-4, 4)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# A quick checking plot\n",
"from mpl_toolkits.mplot3d import proj3d\n",
"import numpy as np\n",
"fig = plt.figure(figsize=(10,10))\n",
"ax = fig.add_subplot(111, projection='3d')\n",
"# Plot coordinate system\n",
"ax.plot3D([0,1],[0,0],[0,0],'b')\n",
"ax.plot3D([0,0],[0,1],[0,0],'g')\n",
"ax.plot3D([0,0],[0,0],[0,1],'r')\n",
"\n",
"# First plot a nice sphere for the Earth\n",
"u = np.linspace(0, 2 * np.pi, 179)\n",
"v = np.linspace(0, np.pi, 179)\n",
"tx = np.outer(np.cos(u), np.sin(v))\n",
"ty = np.outer(np.sin(u), np.sin(v))\n",
"tz = np.outer(np.ones(np.size(u)), np.cos(v))\n",
"ax.plot_surface(tx,ty,tz,rstride=10, cstride=10, color='grey', alpha=.5, zorder=2, linewidth=0.5)\n",
"\n",
"# Then plot the traced field line\n",
"latarr = [10.,20.,30.,40.,50.,60.,70.,80.]\n",
"lonarr = [0., 180.]\n",
"rh = 0.\n",
"for lon in lonarr:\n",
" for lat in latarr:\n",
" r,theta,phi, xgeo, ygeo, zgeo = tsyganenko.tsygFort.sphcar_08(1., np.radians(90.-lat), np.radians(lon), 0., 0., 0., 1)\n",
" xgeo,ygeo,zgeo,xgsw,ygsw,zgsw = tsyganenko.tsygFort.geogsw_08(xgeo, ygeo, zgeo,0,0,0,1)\n",
" xfgsw,yfgsw,zfgsw,xarr,yarr,zarr,l = tsyganenko.tsygFort.trace_08(xgsw,ygsw,zgsw,mapto,dsmax,err, \n",
" rlim,r0,0,parmod,'T96_01','IGRF_GSW_08',lmax) \n",
" for i in xrange(l):\n",
" xgeo,ygeo,zgeo,dum,dum,dum = tsyganenko.tsygFort.geogsw_08(0,0,0,xarr[i],yarr[i],zarr[i],-1)\n",
" xarr[i],yarr[i],zarr[i] = xgeo,ygeo,zgeo\n",
" ax.plot3D(xarr[0:l],yarr[0:l],zarr[0:l], zorder=3, linewidth=2, color='y')\n",
"\n",
"# Set plot limits\n",
"lim=4\n",
"ax.set_xlim3d([-lim,lim])\n",
"ax.set_ylim3d([-lim,lim])\n",
"ax.set_zlim3d([-lim,lim])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"***\n",
"###MSIS - Mass Spectrometer and Incoherent Scatter Radar\n",
"[top]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"####The fortran subroutine needed is gtd7:\n",
"* **INPUTS**:\n",
" * **IYD** - year and day as YYDDD (day of year from 1 to 365 (or 366)) (Year ignored in current model)\n",
" * **SEC** - UT (SEC)\n",
" * **ALT** - altitude (KM)\n",
" * **GLAT** - geodetic latitude (DEG)\n",
" * **GLONG** - geodetic longitude (DEG)\n",
" * **STL** - local aparent solar time (HRS; see Note below)\n",
" * **F107A** - 81 day average of F10.7 flux (centered on day DDD)\n",
" * **F107** - daily F10.7 flux for previous day\n",
" * **AP** - magnetic index (daily) OR when SW(9)=-1., array containing:\n",
" * (1) daily AP\n",
" * (2) 3 HR AP index FOR current time\n",
" * (3) 3 HR AP index FOR 3 hrs before current time\n",
" * (4) 3 HR AP index FOR 6 hrs before current time\n",
" * (5) 3 HR AP index FOR 9 hrs before current time\n",
" * (6) average of height 3 HR AP indices from 12 TO 33 HRS prior to current time\n",
" * (7) average of height 3 HR AP indices from 36 TO 57 HRS prior to current time\n",
" * **MASS** - mass number (only density for selected gass is calculated. MASS 0 is temperature. \n",
" MASS 48 for ALL. MASS 17 is Anomalous O ONLY.)\n",
"* **OUTPUTS**:\n",
" * **D(1)** - HE number density(CM-3)\n",
" * **D(2)** - O number density(CM-3)\n",
" * **D(3)** - N2 number density(CM-3)\n",
" * **D(4)** - O2 number density(CM-3)\n",
" * **D(5)** - AR number density(CM-3) \n",
" * **D(6)** - total mass density(GM/CM3)\n",
" * **D(7)** - H number density(CM-3)\n",
" * **D(8)** - N number density(CM-3)\n",
" * **D(9)** - Anomalous oxygen number density(CM-3)\n",
" * **T(1)** - exospheric temperature\n",
" * **T(2)** - temperature at ALT"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"# Inputs\n",
"import datetime as dt\n",
"myDate = dt.datetime(2012, 7, 5, 12, 35)\n",
"glat = 40.\n",
"glon = -80.\n",
"mass = 48\n",
"\n",
"# First, MSIS needs a bunch of input which can be obtained from tabulated values\n",
"# This function was written to access these values (not provided with MSIS by default)\n",
"solInput = msis.getF107Ap(myDate)\n",
"\n",
"# Also, to switch to SI units:\n",
"msis.meters(True)\n",
"\n",
"# Other input conversion\n",
"iyd = (myDate.year - myDate.year/100*100)*100 + myDate.timetuple().tm_yday\n",
"sec = myDate.hour*24. + myDate.minute*60.\n",
"stl = sec/3600. + glon/15."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"altitude = linspace(0., 500., 100)\n",
"temp = zeros(shape(altitude))\n",
"dens = zeros(shape(altitude))\n",
"N2dens = zeros(shape(altitude))\n",
"O2dens = zeros(shape(altitude))\n",
"Odens = zeros(shape(altitude))\n",
"Ndens = zeros(shape(altitude))\n",
"Ardens = zeros(shape(altitude))\n",
"Hdens = zeros(shape(altitude))\n",
"Hedens = zeros(shape(altitude))\n",
"for ia,alt in enumerate(altitude):\n",
" d,t = msis.gtd7(iyd, sec, alt, glat, glon, stl, solInput['f107a'], solInput['f107'], solInput['ap'], mass)\n",
" temp[ia] = t[1]\n",
" dens[ia] = d[5]\n",
" N2dens[ia] = d[2]\n",
" O2dens[ia] = d[3]\n",
" Ndens[ia] = d[7]\n",
" Odens[ia] = d[1]\n",
" Hdens[ia] = d[6]\n",
" Hedens[ia] = d[0]\n",
" Ardens[ia] = d[4]"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/usr/local/lib/python2.7/dist-packages/matplotlib/cbook.py:137: MatplotlibDeprecationWarning: The \"loc\" positional argument to legend is deprecated. Please use the \"loc\" keyword instead.\n",
" warnings.warn(message, mplDeprecation, stacklevel=1)\n"
]
},
{
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],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"figure(figsize=(16,8))\n",
"#rcParams.update({'font.size': 12})\n",
"\n",
"subplot(131)\n",
"plot(temp, altitude)\n",
"gca().set_xscale('log')\n",
"xlabel('Temp. [K]')\n",
"ylabel('Altitude [km]')\n",
"\n",
"subplot(132)\n",
"plot(dens, altitude)\n",
"gca().set_xscale('log')\n",
"gca().set_yticklabels([])\n",
"xlabel(r'Mass dens. [kg/m$^3$]')\n",
"\n",
"subplot(133)\n",
"plot(Odens, altitude, 'r-', \n",
" O2dens, altitude, 'r--',\n",
" Ndens, altitude, 'g-',\n",
" N2dens, altitude, 'g--',\n",
" Hdens, altitude, 'b-',\n",
" Hedens, altitude, 'y-',\n",
" Ardens, altitude, 'm-')\n",
"gca().set_xscale('log')\n",
"gca().set_yticklabels([])\n",
"xlabel(r'Density [m$^3$]')\n",
"leg = legend( (r'O', \n",
" r'O$_2$', \n",
" r'N',\n",
" r'N$_2$',\n",
" r'H',\n",
" r'He',\n",
" r'Ar',),\n",
" 'upper right')\n",
"\n",
"tight_layout()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"***\n",
"###HWM07: Horizontal Wind Model\n",
"[top]\n",
"\n",
"* **Input arguments**:\n",
" * **iyd** - year and day as yyddd\n",
" * **sec** - ut(sec)\n",
" * **alt** - altitude(km)\n",
" * **glat** - geodetic latitude(deg)\n",
" * **glon** - geodetic longitude(deg)\n",
" * **stl** - not used\n",
" * **f107a** - not used\n",
" * **f107** - not used\n",
" * **ap** - two element array with \n",
" * ap(1) = not used \n",
" * ap(2) = current 3hr ap index\n",
"\n",
"* **Output argument**:\n",
" * **w(1)** = meridional wind (m/sec + northward)\n",
" * **w(2)** = zonal wind (m/sec + eastward)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"w = hwm.hwm07(11001, 0., 200., 40., -80., 0, 0, 0, [0, 0])"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[ -4.81379271 67.79786682]\n"
]
}
],
"source": [
"print w"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"***\n",
"###AACGM--Altitude Adjusted Corrected Geomagnetic Coordinates\n",
"AACGM Homepage
\n",
"[top]\n",
"\n",
"**models.aacgm.aacgmConv(lat,lon,alt,flg)**\n",
"\n",
"convert between geographic coords and aacgm\n",
"\n",
"* **Input arguments**:\n",
" * **lat** - latitude\n",
" * **lon** - longitude\n",
" * **alt** - altitude(km)\n",
" * **flg** - flag to indicate geo to AACGM (0) or AACGM to geo (1)\n",
"\n",
"* **Outputs**:\n",
" * **olat** = output latitude\n",
" * **olon** = output longitude\n",
" * **r** = the accuracy of the transform"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"53.0477701663 6.31063730422 1.0\n"
]
}
],
"source": [
"#geo to aacgm\n",
"glat,glon,r = aacgm.aacgmConv(42.0,-71.4,300.,2000,0)\n",
"print glat, glon, r"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"41.4692793038 -71.090203565 1.0\n"
]
}
],
"source": [
"#aacgm to geo\n",
"glat,glon,r = aacgm.aacgmConv(52.7,6.6,300.,2000,1)\n",
"print glat, glon, r"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**models.aacgm.aacgmConvArr(lat,lon,alt,flg)**\n",
"\n",
"convert between geographic coords and aacgm (array form)\n",
"\n",
"* **Input arguments**:\n",
" * **lat** - latitude list\n",
" * **lon** - longitude list\n",
" * **alt** - altitude(km) list\n",
" * **flg** - flag to indicate geo to AACGM (0) or AACGM to geo (1)\n",
"\n",
"* **Outputs**:\n",
" * **olat** = output latitude list\n",
" * **olon** = output longitude list\n",
" * **r** = the accuracy of the transform"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[7.4318388600758, 15.446694598871858, 25.709559426821173, 35.92397286391025]\n",
"[151.9994260976915, 162.04520124338288, 172.05073106755245, -177.5742593251219]\n",
"[1.0, 1.0, 1.0, 1.0]\n"
]
}
],
"source": [
"#geo to aacgm\n",
"olat,olon,r = aacgm.aacgmConvArr([10.,20.,30.,40.],[80.,90.,100.,110.],[100.,150.,200.,250.],2000,0)\n",
"print olat\n",
"print olon\n",
"print r"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**models.aacgm.mltFromEpoch(epoch,mlon)**\n",
"\n",
"calculate magnetic local time from epoch time and mag lon\n",
"\n",
"* **Input arguments**:\n",
" * **epoch** - the target time in epoch format\n",
" * **mlon** - the input magnetic longitude\n",
"\n",
"* **Outputs**:\n",
" * **mlt** = the magnetic local time\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"22.864638597\n"
]
}
],
"source": [
"import datetime as dt\n",
"myDate = dt.datetime(2012,7,10)\n",
"epoch = utils.timeUtils.datetimeToEpoch(myDate)\n",
"mlt = aacgm.mltFromEpoch(epoch,52.7)\n",
"print mlt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**models.aacgm.mltFromYmdhms(yr,mo,dy,hr,mt,sc,mlon)**\n",
"\n",
"calculate magnetic local time from year, month, day, hour, minute, second and mag lon\n",
"\n",
"* **Input arguments**:\n",
" * **yr** - the year\n",
" * **mo** - the month\n",
" * **dy** - the day\n",
" * **hr** - the hour\n",
" * **mt** - the minute\n",
" * **sc** - the second\n",
" * **mlon** - the input magnetic longitude\n",
"\n",
"* **Outputs**:\n",
" * **mlt** = the magnetic local time"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"22.864638597\n"
]
}
],
"source": [
"mlt = aacgm.mltFromYmdhms(2012,7,10,0,0,0,52.7)\n",
"print mlt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**models.aacgm.mltFromYrsec(yr,yrsec,mlon)**\n",
"\n",
"calculate magnetic local time from seconds elapsed in the year and mag lon\n",
"\n",
"* **Input arguments**:\n",
" * **yr** - the year\n",
" * **yrsec** - the year seconds\n",
" * **mlon** - the input magnetic longitude\n",
"\n",
"* **Outputs**:\n",
" * **mlt** = the magnetic local time"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"16502400\n",
"22.8620094835\n"
]
}
],
"source": [
"yrsec = int(utils.timeUtils.datetimeToEpoch(dt.datetime(2012,7,10)) - utils.timeUtils.datetimeToEpoch(dt.datetime(2012,1,1)))\n",
"print yrsec\n",
"mlt = aacgm.mltFromYrsec(2013,yrsec,52.7)\n",
"print mlt"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
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