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# -*- coding: utf-8 -*- |
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"""Pythonic wrappers for AACGM-V2 C functions. |
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Functions |
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-------------- |
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set_coeff_path : Set the coefficient paths using default or supplied values |
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convert_latlon : Converts scalar location |
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convert_latlon_arr : Converts array location |
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get_aacgm_coord : Get scalar magnetic lat, lon, mlt from geographic location |
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get_aacgm_coord_arr : Get array magnetic lat, lon, mlt from geographic location |
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convert_str_to_bit : Convert human readible AACGM flag to bits |
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convert_bool_to_bit : Convert boolian flags to bits |
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convert_mlt : Get array mlt |
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-------------- |
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""" |
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from __future__ import division, absolute_import, unicode_literals |
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import datetime as dt |
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import numpy as np |
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def set_coeff_path(igrf_file=False, coeff_prefix=False): |
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"""Sets the IGRF_COEFF and AACGMV_V2_DAT_PREFIX environment variables. |
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Parameters |
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----------- |
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igrf_file : (str or bool) |
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Full filename of IGRF coefficient file, True to use |
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aacgmv2.IGRF_COEFFS, or False to leave as is. (default=False) |
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coeff_prefix : (str or bool) |
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Location and file prefix for aacgm coefficient files, True to use |
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aacgmv2.AACGM_V2_DAT_PREFIX, or False to leave as is. (default=False) |
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Returns |
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--------- |
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Void |
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""" |
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import aacgmv2 |
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import os |
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# Define coefficient file prefix if requested |
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if coeff_prefix is not False: |
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# Use the default value, if one was not supplied (allow None to |
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# comply with depricated behaviour) |
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if coeff_prefix is True or coeff_prefix is None: |
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coeff_prefix = aacgmv2.AACGM_v2_DAT_PREFIX |
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if hasattr(os, "unsetenv"): |
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os.unsetenv('AACGM_v2_DAT_PREFIX') |
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else: |
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del os.environ['AACGM_v2_DAT_PREFIX'] |
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os.environ['AACGM_v2_DAT_PREFIX'] = coeff_prefix |
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# Define IGRF file if requested |
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if igrf_file is not False: |
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# Use the default value, if one was not supplied (allow None to |
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# comply with depricated behaviour) |
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if igrf_file is True or igrf_file is None: |
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igrf_file = aacgmv2.IGRF_COEFFS |
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if hasattr(os, "unsetenv"): |
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os.unsetenv('IGRF_COEFFS') |
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else: |
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del os.environ['IGRF_COEFFS'] |
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os.environ['IGRF_COEFFS'] = igrf_file |
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return |
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def convert_latlon(in_lat, in_lon, height, dtime, code="G2A"): |
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"""Converts between geomagnetic coordinates and AACGM coordinates |
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Parameters |
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------------ |
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in_lat : (float) |
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Input latitude in degrees N (code specifies type of latitude) |
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in_lon : (float) |
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Input longitude in degrees E (code specifies type of longitude) |
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height : (float) |
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Altitude above the surface of the earth in km |
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dtime : (datetime) |
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Datetime for magnetic field |
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code : (str or int) |
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Bit code or string denoting which type(s) of conversion to perform |
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G2A - geographic (geodetic) to AACGM-v2 |
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A2G - AACGM-v2 to geographic (geodetic) |
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TRACE - use field-line tracing, not coefficients |
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ALLOWTRACE - use trace only above 2000 km |
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BADIDEA - use coefficients above 2000 km |
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GEOCENTRIC - assume inputs are geocentric w/ RE=6371.2 |
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(default is "G2A") |
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Returns |
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------- |
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out_lat : (float) |
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Output latitude in degrees N |
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out_lon : (float) |
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Output longitude in degrees E |
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out_r : (float) |
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Geocentric radial distance (R_Earth) or altitude above the surface of |
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the Earth (km) |
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""" |
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import aacgmv2._aacgmv2 as c_aacgmv2 |
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import aacgmv2 |
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# Test time |
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if isinstance(dtime, dt.date): |
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dtime = dt.datetime.combine(dtime, dt.time(0)) |
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if not isinstance(dtime, dt.datetime): |
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raise ValueError('time must be specified as datetime object') |
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# Test height |
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if height < 0: |
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aacgmv2.logger.warning('conversion not intended for altitudes < 0 km') |
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# Initialise output |
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lat_out = np.nan |
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lon_out = np.nan |
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r_out = np.nan |
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# Test code |
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try: |
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code = code.upper() |
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if(height > aacgmv2.high_alt_coeff and code.find("TRACE") < 0 and |
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code.find("ALLOWTRACE") < 0 and code.find("BADIDEA") < 0): |
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estr = ''.join(['coefficients are not valid for altitudes above ', |
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'{:.0f} km. You '.format(aacgmv2.high_alt_coeff), |
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'must either use field-line tracing (trace=True or', |
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' allowtrace=True) or indicate you know this is a', |
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' bad idea']) |
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aacgmv2.logger.error(estr) |
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return lat_out, lon_out, r_out |
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if height > aacgmv2.high_alt_trace and code.find("BADIDEA") < 0: |
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estr = ''.join(['these coordinates are not intended for the ', |
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'magnetosphere! You must indicate that you know ', |
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'this is a bad idea. If you continue, it is ', |
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'possible that the code will hang.']) |
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aacgmv2.logger.error(estr) |
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return lat_out, lon_out, r_out |
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# make flag |
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bit_code = convert_str_to_bit(code) |
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except AttributeError: |
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bit_code = code |
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if not isinstance(bit_code, int): |
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raise ValueError("unknown code {:}".format(bit_code)) |
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# Test latitude range |
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if abs(in_lat) > 90.0: |
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if abs(in_lat) > 90.1: |
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raise ValueError('unrealistic latitude') |
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in_lat = np.sign(in_lat) * 90.0 |
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# Constrain longitudes between -180 and 180 |
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in_lon = ((in_lon + 180.0) % 360.0) - 180.0 |
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# Set current date and time |
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try: |
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c_aacgmv2.set_datetime(dtime.year, dtime.month, dtime.day, dtime.hour, |
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dtime.minute, dtime.second) |
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except: |
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raise ValueError("unable to set time for {:}".format(dtime)) |
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# convert location |
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try: |
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lat_out, lon_out, r_out = c_aacgmv2.convert(in_lat, in_lon, height, |
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bit_code) |
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except: |
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pass |
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return lat_out, lon_out, r_out |
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def convert_latlon_arr(in_lat, in_lon, height, dtime, code="G2A"): |
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"""Converts between geomagnetic coordinates and AACGM coordinates. |
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Parameters |
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------------ |
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in_lat : (np.ndarray or list or float) |
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Input latitude in degrees N (code specifies type of latitude) |
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in_lon : (np.ndarray or list or float) |
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Input longitude in degrees E (code specifies type of longitude) |
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height : (np.ndarray or list or float) |
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Altitude above the surface of the earth in km |
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dtime : (datetime) |
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Single datetime object for magnetic field |
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code : (int or str) |
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Bit code or string denoting which type(s) of conversion to perform |
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G2A - geographic (geodetic) to AACGM-v2 |
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A2G - AACGM-v2 to geographic (geodetic) |
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TRACE - use field-line tracing, not coefficients |
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ALLOWTRACE - use trace only above 2000 km |
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BADIDEA - use coefficients above 2000 km |
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GEOCENTRIC - assume inputs are geocentric w/ RE=6371.2 |
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(default = "G2A") |
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Returns |
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------- |
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out_lat : (np.ndarray) |
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Output latitudes in degrees N |
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out_lon : (np.ndarray) |
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Output longitudes in degrees E |
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out_r : (np.ndarray) |
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Geocentric radial distance (R_Earth) or altitude above the surface of |
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the Earth (km) |
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Notes |
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------- |
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At least one of in_lat, in_lon, and height must be a list or array. |
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""" |
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import aacgmv2._aacgmv2 as c_aacgmv2 |
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import aacgmv2 |
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# Recast the data as numpy arrays |
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in_lat = np.array(in_lat) |
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in_lon = np.array(in_lon) |
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height = np.array(height) |
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# If one or two of these elements is a float or int, create an array |
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test_array = np.array([len(in_lat.shape), len(in_lon.shape), |
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len(height.shape)]) |
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if test_array.min() == 0: |
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if test_array.max() == 0: |
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aacgmv2.logger.warning("for a single location, consider using " \ |
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"convert_latlon or get_aacgm_coord") |
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in_lat = np.array([in_lat]) |
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in_lon = np.array([in_lon]) |
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height = np.array([height]) |
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else: |
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imax = test_array.argmax() |
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max_shape = in_lat.shape if imax == 0 else (in_lon.shape \ |
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if imax == 1 else height.shape) |
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if test_array[0] == 0: |
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in_lat = np.full(shape=max_shape, fill_value=in_lat) |
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if not test_array[1]: |
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in_lon = np.full(shape=max_shape, fill_value=in_lon) |
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if not test_array[2]: |
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height = np.full(shape=max_shape, fill_value=height) |
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# Ensure that lat, lon, and height are the same length or if the lengths |
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# differ that the different ones contain only a single value |
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if not (in_lat.shape == in_lon.shape and in_lat.shape == height.shape): |
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ulen = np.unique([in_lat.shape, in_lon.shape, height.shape]) |
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if ulen.min() != (1,): |
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raise ValueError('mismatched input arrays') |
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# Test time |
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if isinstance(dtime, dt.date): |
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dtime = dt.datetime.combine(dtime, dt.time(0)) |
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if not isinstance(dtime, dt.datetime): |
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raise ValueError('time must be specified as datetime object') |
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# Test height |
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if np.min(height) < 0: |
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aacgmv2.logger.warning('conversion not intended for altitudes < 0 km') |
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# Initialise output |
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lat_out = np.full(shape=in_lat.shape, fill_value=np.nan) |
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lon_out = np.full(shape=in_lon.shape, fill_value=np.nan) |
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r_out = np.full(shape=height.shape, fill_value=np.nan) |
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# Test code |
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try: |
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code = code.upper() |
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if(np.nanmax(height) > aacgmv2.high_alt_coeff and code.find("TRACE") < 0 |
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and code.find("ALLOWTRACE") < 0 and code.find("BADIDEA") < 0): |
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estr = ''.join(['coefficients are not valid for altitudes above ', |
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'{:.0f} km. You '.format(aacgmv2.high_alt_coeff), |
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'must either use field-line tracing (trace=True or', |
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' allowtrace=True) or indicate you know this is a ', |
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'bad idea']) |
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aacgmv2.logger.error(estr) |
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return lat_out, lon_out, r_out |
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if(np.nanmax(height) > aacgmv2.high_alt_trace and |
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code.find("BADIDEA") < 0): |
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estr = ''.join(['these coordinates are not intended for the ', |
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'magnetosphere! You must indicate that you know ', |
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284
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'this is a bad idea. If you continue, it is ', |
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285
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'possible that the code will hang.']) |
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aacgmv2.logger.error(estr) |
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return lat_out, lon_out, r_out |
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# make flag |
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bit_code = convert_str_to_bit(code) |
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except AttributeError: |
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bit_code = code |
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if not isinstance(bit_code, int): |
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raise ValueError("unknown code {:}".format(bit_code)) |
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297
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# Test latitude range |
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if np.abs(in_lat).max() > 90.0: |
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if np.abs(in_lat).max() > 90.1: |
|
300
|
|
|
raise ValueError('unrealistic latitude') |
|
301
|
|
|
in_lat = np.clip(in_lat, -90.0, 90.0) |
|
302
|
|
|
|
|
303
|
|
|
# Constrain longitudes between -180 and 180 |
|
304
|
|
|
in_lon = ((in_lon + 180.0) % 360.0) - 180.0 |
|
305
|
|
|
|
|
306
|
|
|
|
|
307
|
|
|
# Set current date and time |
|
308
|
|
|
try: |
|
309
|
|
|
c_aacgmv2.set_datetime(dtime.year, dtime.month, dtime.day, dtime.hour, |
|
310
|
|
|
dtime.minute, dtime.second) |
|
311
|
|
|
except: |
|
312
|
|
|
raise RuntimeError("unable to set time for {:}".format(dtime)) |
|
313
|
|
|
|
|
314
|
|
|
# Vectorise the AACGM code |
|
315
|
|
|
convert_vectorised = np.vectorize(c_aacgmv2.convert) |
|
316
|
|
|
|
|
317
|
|
|
# convert |
|
318
|
|
|
try: |
|
319
|
|
|
lat_out, lon_out, r_out = convert_vectorised(in_lat, in_lon, height, |
|
320
|
|
|
bit_code) |
|
321
|
|
|
|
|
322
|
|
|
except: |
|
323
|
|
|
pass |
|
324
|
|
|
|
|
325
|
|
|
return lat_out, lon_out, r_out |
|
326
|
|
|
|
|
327
|
|
|
def get_aacgm_coord(glat, glon, height, dtime, method="TRACE"): |
|
328
|
|
|
"""Get AACGM latitude, longitude, and magnetic local time |
|
329
|
|
|
|
|
330
|
|
|
Parameters |
|
331
|
|
|
------------ |
|
332
|
|
|
glat : (float) |
|
333
|
|
|
Geodetic latitude in degrees N |
|
334
|
|
|
glon : (float) |
|
335
|
|
|
Geodetic longitude in degrees E |
|
336
|
|
|
height : (float) |
|
337
|
|
|
Altitude above the surface of the earth in km |
|
338
|
|
|
dtime : (datetime) |
|
339
|
|
|
Date and time to calculate magnetic location |
|
340
|
|
|
method : (str) |
|
341
|
|
|
String denoting which type(s) of conversion to perform |
|
342
|
|
|
TRACE - use field-line tracing, not coefficients |
|
343
|
|
|
ALLOWTRACE - use trace only above 2000 km |
|
344
|
|
|
BADIDEA - use coefficients above 2000 km |
|
345
|
|
|
GEOCENTRIC - assume inputs are geocentric w/ RE=6371.2 |
|
346
|
|
|
(default = "TRACE") |
|
347
|
|
|
|
|
348
|
|
|
Returns |
|
349
|
|
|
------- |
|
350
|
|
|
mlat : (float) |
|
351
|
|
|
magnetic latitude in degrees N |
|
352
|
|
|
mlon : (float) |
|
353
|
|
|
magnetic longitude in degrees E |
|
354
|
|
|
mlt : (float) |
|
355
|
|
|
magnetic local time in hours |
|
356
|
|
|
""" |
|
357
|
|
|
# Initialize code |
|
358
|
|
|
code = "G2A|{:s}".format(method) |
|
359
|
|
|
|
|
360
|
|
|
# Get magnetic lat and lon. |
|
361
|
|
|
mlat, mlon, _ = convert_latlon(glat, glon, height, dtime, code=code) |
|
362
|
|
|
|
|
363
|
|
|
# Get magnetic local time |
|
364
|
|
|
if np.isnan(mlon): |
|
365
|
|
|
mlt = np.nan |
|
366
|
|
|
else: |
|
367
|
|
|
mlt = convert_mlt(mlon, dtime, m2a=False) |
|
368
|
|
|
|
|
369
|
|
|
return mlat, mlon, mlt |
|
370
|
|
|
|
|
371
|
|
|
|
|
372
|
|
|
def get_aacgm_coord_arr(glat, glon, height, dtime, method="TRACE"): |
|
373
|
|
|
"""Get AACGM latitude, longitude, and magnetic local time |
|
374
|
|
|
|
|
375
|
|
|
Parameters |
|
376
|
|
|
------------ |
|
377
|
|
|
glat : (np.array or list) |
|
378
|
|
|
Geodetic latitude in degrees N |
|
379
|
|
|
glon : (np.array or list) |
|
380
|
|
|
Geodetic longitude in degrees E |
|
381
|
|
|
height : (np.array or list) |
|
382
|
|
|
Altitude above the surface of the earth in km |
|
383
|
|
|
dtime : (datetime) |
|
384
|
|
|
Date and time to calculate magnetic location |
|
385
|
|
|
method : (str) |
|
386
|
|
|
String denoting which type(s) of conversion to perform |
|
387
|
|
|
TRACE - use field-line tracing, not coefficients |
|
388
|
|
|
ALLOWTRACE - use trace only above 2000 km |
|
389
|
|
|
BADIDEA - use coefficients above 2000 km |
|
390
|
|
|
GEOCENTRIC - assume inputs are geocentric w/ RE=6371.2 |
|
391
|
|
|
(default = "TRACE") |
|
392
|
|
|
(default = "TRACE") |
|
393
|
|
|
|
|
394
|
|
|
Returns |
|
395
|
|
|
------- |
|
396
|
|
|
mlat : (float) |
|
397
|
|
|
magnetic latitude in degrees N |
|
398
|
|
|
mlon : (float) |
|
399
|
|
|
magnetic longitude in degrees E |
|
400
|
|
|
mlt : (float) |
|
401
|
|
|
magnetic local time in hours |
|
402
|
|
|
""" |
|
403
|
|
|
# Initialize code |
|
404
|
|
|
code = "G2A|{:s}".format(method) |
|
405
|
|
|
|
|
406
|
|
|
# Get magnetic lat and lon. |
|
407
|
|
|
mlat, mlon, _ = convert_latlon_arr(glat, glon, height, dtime, code=code) |
|
408
|
|
|
|
|
409
|
|
|
if np.all(np.isnan(mlon)): |
|
410
|
|
|
mlt = np.full(shape=mlat.shape, fill_value=np.nan) |
|
411
|
|
|
else: |
|
412
|
|
|
# Get magnetic local time |
|
413
|
|
|
mlt = convert_mlt(mlon, dtime, m2a=False) |
|
414
|
|
|
|
|
415
|
|
|
return mlat, mlon, mlt |
|
416
|
|
|
|
|
417
|
|
|
def convert_str_to_bit(code): |
|
418
|
|
|
"""convert string code specification to bit code specification |
|
419
|
|
|
|
|
420
|
|
|
Parameters |
|
421
|
|
|
------------ |
|
422
|
|
|
code : (str) |
|
423
|
|
|
Bitwise code for passing options into converter (default=0) |
|
424
|
|
|
G2A - geographic (geodetic) to AACGM-v2 |
|
425
|
|
|
A2G - AACGM-v2 to geographic (geodetic) |
|
426
|
|
|
TRACE - use field-line tracing, not coefficients |
|
427
|
|
|
ALLOWTRACE - use trace only above 2000 km |
|
428
|
|
|
BADIDEA - use coefficients above 2000 km |
|
429
|
|
|
GEOCENTRIC - assume inputs are geocentric w/ RE=6371.2 |
|
430
|
|
|
|
|
431
|
|
|
Returns |
|
432
|
|
|
-------- |
|
433
|
|
|
bit_code : (int) |
|
434
|
|
|
code specification in bits |
|
435
|
|
|
|
|
436
|
|
|
Notes |
|
437
|
|
|
-------- |
|
438
|
|
|
Multiple codes should be seperated by pipes '|'. Invalid parts of the code |
|
439
|
|
|
are ignored and no code defaults to 'G2A'. |
|
440
|
|
|
""" |
|
441
|
|
|
import aacgmv2._aacgmv2 as c_aacgmv2 |
|
442
|
|
|
|
|
443
|
|
|
convert_code = {"G2A": c_aacgmv2.G2A, "A2G": c_aacgmv2.A2G, |
|
444
|
|
|
"TRACE": c_aacgmv2.TRACE, "BADIDEA": c_aacgmv2.BADIDEA, |
|
445
|
|
|
"GEOCENTRIC": c_aacgmv2.GEOCENTRIC, |
|
446
|
|
|
"ALLOWTRACE": c_aacgmv2.ALLOWTRACE} |
|
447
|
|
|
|
|
448
|
|
|
# Force upper case, remove any spaces, and split along pipes |
|
449
|
|
|
codes = code.upper().replace(" ", "").split("|") |
|
450
|
|
|
|
|
451
|
|
|
# Add the valid parts of the code, invalid elements are ignored |
|
452
|
|
|
bit_code = sum([convert_code[k] for k in codes if k in convert_code.keys()]) |
|
453
|
|
|
|
|
454
|
|
|
return bit_code |
|
455
|
|
|
|
|
456
|
|
|
def convert_bool_to_bit(a2g=False, trace=False, allowtrace=False, |
|
457
|
|
|
badidea=False, geocentric=False): |
|
458
|
|
|
"""convert boolian flags to bit code specification |
|
459
|
|
|
|
|
460
|
|
|
Parameters |
|
461
|
|
|
---------- |
|
462
|
|
|
a2g : (bool) |
|
463
|
|
|
True for AACGM-v2 to geographic (geodetic), False otherwise |
|
464
|
|
|
(default=False) |
|
465
|
|
|
trace : (bool) |
|
466
|
|
|
If True, use field-line tracing, not coefficients (default=False) |
|
467
|
|
|
allowtrace : (bool) |
|
468
|
|
|
If True, use trace only above 2000 km (default=False) |
|
469
|
|
|
badidea : (bool) |
|
470
|
|
|
If True, use coefficients above 2000 km (default=False) |
|
471
|
|
|
geocentric : (bool) |
|
472
|
|
|
True for geodetic, False for geocentric w/RE=6371.2 (default=False) |
|
473
|
|
|
|
|
474
|
|
|
Returns |
|
475
|
|
|
-------- |
|
476
|
|
|
bit_code : (int) |
|
477
|
|
|
code specification in bits |
|
478
|
|
|
""" |
|
479
|
|
|
import aacgmv2._aacgmv2 as c_aacgmv2 |
|
480
|
|
|
|
|
481
|
|
|
bit_code = c_aacgmv2.A2G if a2g else c_aacgmv2.G2A |
|
482
|
|
|
|
|
483
|
|
|
if trace: |
|
484
|
|
|
bit_code += c_aacgmv2.TRACE |
|
485
|
|
|
if allowtrace: |
|
486
|
|
|
bit_code += c_aacgmv2.ALLOWTRACE |
|
487
|
|
|
if badidea: |
|
488
|
|
|
bit_code += c_aacgmv2.BADIDEA |
|
489
|
|
|
if geocentric: |
|
490
|
|
|
bit_code += c_aacgmv2.GEOCENTRIC |
|
491
|
|
|
|
|
492
|
|
|
return bit_code |
|
493
|
|
|
|
|
494
|
|
|
def convert_mlt(arr, dtime, m2a=False): |
|
495
|
|
|
"""Converts between magnetic local time (MLT) and AACGM-v2 longitude |
|
496
|
|
|
|
|
497
|
|
|
Parameters |
|
498
|
|
|
------------ |
|
499
|
|
|
arr : (array_line or float) |
|
500
|
|
|
Magnetic longitudes (degrees E) or MLTs (hours) to convert |
|
501
|
|
|
dtime : (datetime.datetime) |
|
502
|
|
|
Date and time for MLT conversion in Universal Time (UT). |
|
503
|
|
|
m2a : (bool) |
|
504
|
|
|
Convert MLT to AACGM-v2 longitude (True) or magnetic longitude to MLT |
|
505
|
|
|
(False). (default=False) |
|
506
|
|
|
|
|
507
|
|
|
Returns |
|
508
|
|
|
-------- |
|
509
|
|
|
out : (np.ndarray) |
|
510
|
|
|
Converted coordinates/MLT in degrees E or hours (as appropriate) |
|
511
|
|
|
|
|
512
|
|
|
Notes |
|
513
|
|
|
------- |
|
514
|
|
|
This routine previously based on Laundal et al. 2016, but now uses the |
|
515
|
|
|
improved calculation available in AACGM-V2.4. |
|
516
|
|
|
""" |
|
517
|
|
|
import aacgmv2._aacgmv2 as c_aacgmv2 |
|
518
|
|
|
|
|
519
|
|
|
# Test time |
|
520
|
|
|
if isinstance(dtime, dt.date): |
|
521
|
|
|
if not isinstance(dtime, dt.datetime): |
|
522
|
|
|
dtime = dt.datetime.combine(dtime, dt.time(0)) |
|
523
|
|
|
else: |
|
524
|
|
|
raise ValueError('time must be specified as datetime object') |
|
525
|
|
|
|
|
526
|
|
|
# Calculate desired location, C routines set date and time |
|
527
|
|
|
if m2a: |
|
528
|
|
|
# Get the magnetic longitude |
|
529
|
|
|
inv_vectorised = np.vectorize(c_aacgmv2.inv_mlt_convert) |
|
530
|
|
|
out = inv_vectorised(dtime.year, dtime.month, dtime.day, dtime.hour, |
|
531
|
|
|
dtime.minute, dtime.second, arr) |
|
532
|
|
|
else: |
|
533
|
|
|
# Get magnetic local time |
|
534
|
|
|
mlt_vectorised = np.vectorize(c_aacgmv2.mlt_convert) |
|
535
|
|
|
out = mlt_vectorised(dtime.year, dtime.month, dtime.day, dtime.hour, |
|
536
|
|
|
dtime.minute, dtime.second, arr) |
|
537
|
|
|
|
|
538
|
|
|
if hasattr(out, "shape") and out.shape == (): |
|
539
|
|
|
out = float(out) |
|
540
|
|
|
|
|
541
|
|
|
return out |
|
542
|
|
|
|