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lib/world_magnetic_model: fetch_noaa_table.py refactor and scaling improvements

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- upate to NOAA grid API to build WMM table in one pass
 - refactor declination/inclination/totalintensity table printing to
   shared method
 - compute scaling factor to maximize resolution
This commit is contained in:
Daniel Agar
2024-05-16 14:45:48 -04:00
parent 22a38c0c6d
commit 5fa3b9d86a
7 changed files with 3421 additions and 3491 deletions
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src/lib/world_magnetic_model/fetch_noaa_table.py
+80 -158
View File
@@ -1,7 +1,7 @@
#!/usr/bin/env python3
############################################################################
#
# Copyright (c) 2020-2023 PX4 Development Team. All rights reserved.
# Copyright (c) 2020-2024 PX4 Development Team. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
@@ -33,6 +33,7 @@
############################################################################
import math
import numpy
import json
import statistics
import sys
@@ -49,7 +50,7 @@ def constrain(n, nmin, nmax):
header = """/****************************************************************************
*
* Copyright (c) 2020-2023 PX4 Development Team. All rights reserved.
* Copyright (c) 2020-2024 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
@@ -80,6 +81,9 @@ header = """/*******************************************************************
*
****************************************************************************/
"""
key=sys.argv[1] # NOAA key (https://www.ngdc.noaa.gov/geomag/CalcSurvey.shtml)
print(header)
print('#include <stdint.h>\n')
@@ -97,188 +101,106 @@ print('static constexpr int LAT_DIM = {}'.format(LAT_DIM) + ';')
print('static constexpr int LON_DIM = {}'.format(LON_DIM) + ';')
print('\n')
print('// *INDENT-OFF*')
print('// *INDENT-OFF*\n\n\n')
# Declination
params = urllib.parse.urlencode({'lat1': 0, 'lat2': 0, 'lon1': 0, 'lon2': 0, 'latStepSize': 1, 'lonStepSize': 1, 'magneticComponent': 'd', 'resultFormat': 'json'})
key=sys.argv[1] # NOAA key (https://www.ngdc.noaa.gov/geomag/CalcSurvey.shtml)
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfgrid?key=%s&%s" % (key, params))
# build the world magnetic model dictionary
world_magnitude_model = {} # lat/lon dictionary with grid result
params = urllib.parse.urlencode({'lat1': 0, 'lon1': 0, 'resultFormat': 'json'})
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfwmm?key=%s&%s" % (key, params))
data = json.loads(f.read())
print("// Magnetic declination data in radians * 10^-4")
print('// Model: {},'.format(data['model']))
print('// Version: {},'.format(data['version']))
print('// Date: {},'.format(data['result'][0]['date']))
print('static constexpr const int16_t declination_table[{}][{}]'.format(LAT_DIM, LON_DIM) + " {")
print('\t// LONGITUDE: ', end='')
for l in range(SAMPLING_MIN_LON, SAMPLING_MAX_LON+1, SAMPLING_RES):
print('{0:6d},'.format(l), end='')
print('')
declination_min = float('inf')
declination_max = float('-inf')
declination_min_lat_lon = ()
declination_max_lat_lon = ()
world_magnitude_model_units = data['units']
for latitude in range(SAMPLING_MIN_LAT, SAMPLING_MAX_LAT+1, SAMPLING_RES):
params = urllib.parse.urlencode({'lat1': latitude, 'lat2': latitude, 'lon1': SAMPLING_MIN_LON, 'lon2': SAMPLING_MAX_LON, 'latStepSize': 1, 'lonStepSize': SAMPLING_RES, 'magneticComponent': 'd', 'resultFormat': 'json'})
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfgrid?key=%s&%s" % (key, params))
data = json.loads(f.read())
world_magnitude_model[latitude] = {}
latitude_blackout_zone = False
for longitude in range(SAMPLING_MIN_LON, SAMPLING_MAX_LON+1, SAMPLING_RES):
params = urllib.parse.urlencode({'lat1': latitude, 'lon1': longitude, 'lon2': SAMPLING_MAX_LON, 'resultFormat': 'json'})
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfwmm?key=%s&%s" % (key, params))
data = json.loads(f.read())
#print(json.dumps(data, indent = 4)) # debugging
print('\t/* LAT: {0:3d} */'.format(latitude) + ' { ', end='')
for p in data['result']:
declination_rad = math.radians(p['declination'])
warning = False
try:
if p['warning']:
warning = True
latitude_blackout_zone = True
#print("WARNING black out zone!", p)
except:
pass
# declination in radians * 10^-4
declination_int = constrain(int(round(declination_rad * 10000)), 32767, -32768)
print('{0:6d},'.format(declination_int), end='')
if (declination_rad > declination_max):
declination_max = declination_rad
declination_max_lat_lon = (p['latitude'], p['longitude'])
if (declination_rad < declination_min):
declination_min = declination_rad
declination_min_lat_lon = (p['latitude'], p['longitude'])
if latitude_blackout_zone:
print(' }, // WARNING! black out zone')
else:
print(' },')
print("};")
print('static constexpr float WMM_DECLINATION_MIN_RAD = {:.3f}; // latitude: {:.0f}, longitude: {:.0f}'.format(declination_min, declination_min_lat_lon[0], declination_min_lat_lon[1]))
print('static constexpr float WMM_DECLINATION_MAX_RAD = {:.3f}; // latitude: {:.0f}, longitude: {:.0f}'.format(declination_max, declination_max_lat_lon[0], declination_max_lat_lon[1]))
print("\n")
world_magnitude_model[latitude][longitude] = data['result'][0]
#print(world_magnitude_model[latitude][longitude])
# Inclination
params = urllib.parse.urlencode({'lat1': 0, 'lat2': 0, 'lon1': 0, 'lon2': 0, 'latStepSize': 1, 'lonStepSize': 1, 'magneticComponent': 'i', 'resultFormat': 'json'})
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfgrid?key=%s&%s" % (key, params))
data = json.loads(f.read())
print("// Magnetic inclination data in radians * 10^-4")
print('// Model: {},'.format(data['model']))
print('// Version: {},'.format(data['version']))
print('// Date: {},'.format(data['result'][0]['date']))
print('static constexpr const int16_t inclination_table[{}][{}]'.format(LAT_DIM, LON_DIM) + " {")
print('\t// LONGITUDE: ', end='')
for l in range(SAMPLING_MIN_LON, SAMPLING_MAX_LON+1, SAMPLING_RES):
print('{0:6d},'.format(l), end='')
print('')
def print_wmm_table(key_name):
inclination_min = float('inf')
inclination_max = float('-inf')
inclination_min_lat_lon = ()
inclination_max_lat_lon = ()
value_min = float('inf')
value_min_lat_lon = ()
for latitude in range(SAMPLING_MIN_LAT, SAMPLING_MAX_LAT+1, SAMPLING_RES):
params = urllib.parse.urlencode({'lat1': latitude, 'lat2': latitude, 'lon1': SAMPLING_MIN_LON, 'lon2': SAMPLING_MAX_LON, 'latStepSize': 1, 'lonStepSize': SAMPLING_RES, 'magneticComponent': 'i', 'resultFormat': 'json'})
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfgrid?key=%s&%s" % (key, params))
data = json.loads(f.read())
value_max = float('-inf')
value_max_lat_lon = ()
latitude_blackout_zone = False
for latitude, lat_row in world_magnitude_model.items():
#print(latitude, lat_row)
for longitude, result in lat_row.items():
#print(result)
print('\t/* LAT: {0:3d} */'.format(latitude) + ' { ', end='')
for p in data['result']:
inclination_rad = math.radians(p['inclination'])
value = float(result[key_name])
warning = False
if (value > value_max):
value_max = value
value_max_lat_lon = (latitude, longitude)
try:
if p['warning']:
warning = True
latitude_blackout_zone = True
#print("WARNING black out zone!", p)
if (value < value_min):
value_min = value
value_min_lat_lon = (latitude, longitude)
except:
pass
# scale the values to fit into int16_t
value_scale_max = abs(numpy.iinfo(numpy.int16).max) / abs(value_max)
value_scale_min = abs(numpy.iinfo(numpy.int16).min) / abs(value_min)
value_scale = min(value_scale_max, value_scale_min)
# inclination in radians * 10^-4
inclination_int = constrain(int(round(inclination_rad * 10000)), 32767, -32768)
print('{0:6d},'.format(inclination_int), end='')
units_str = world_magnitude_model_units[key_name].split(' ')[0]
if (inclination_rad > inclination_max):
inclination_max = inclination_rad
inclination_max_lat_lon = (p['latitude'], p['longitude'])
# print the table
print('// Magnetic {} data in {:.4g} {}'.format(key_name, 1.0 / value_scale, units_str))
print('// Model: {},'.format(data['model']))
print('// Version: {},'.format(data['version']))
print('// Date: {},'.format(data['result'][0]['date']))
print('static constexpr const int16_t {}_table[{}][{}]'.format(key_name, LAT_DIM, LON_DIM) + " {")
print('\t// LONGITUDE: ', end='')
for l in range(SAMPLING_MIN_LON, SAMPLING_MAX_LON+1, SAMPLING_RES):
print('{0:6d},'.format(l), end='')
print('')
if (inclination_rad < inclination_min):
inclination_min = inclination_rad
inclination_min_lat_lon = (p['latitude'], p['longitude'])
for latitude, lat_row in world_magnitude_model.items():
print('\t/* LAT: {0:3d} */'.format(latitude) + ' { ', end='')
latitude_blackout_zone = False
if latitude_blackout_zone:
print(' }, // WARNING! black out zone')
else:
print(' },')
for longitude, result in lat_row.items():
print("};")
value = float(result[key_name])
print('static constexpr float WMM_INCLINATION_MIN_RAD = {:.3f}; // latitude: {:.0f}, longitude: {:.0f}'.format(inclination_min, inclination_min_lat_lon[0], inclination_min_lat_lon[1]))
print('static constexpr float WMM_INCLINATION_MAX_RAD = {:.3f}; // latitude: {:.0f}, longitude: {:.0f}'.format(inclination_max, inclination_max_lat_lon[0], inclination_max_lat_lon[1]))
print("\n")
# value scaled to fit into int16_t
value_int = int(round(value * value_scale))
print('{0:6d},'.format(value_int), end='')
# total intensity
params = urllib.parse.urlencode({'lat1': 0, 'lat2': 0, 'lon1': 0, 'lon2': 0, 'latStepSize': 1, 'lonStepSize': 1, 'magneticComponent': 'i', 'resultFormat': 'json'})
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfgrid?key=%s&%s" % (key, params))
data = json.loads(f.read())
print("// Magnetic strength data in milli-Gauss * 10")
print('// Model: {},'.format(data['model']))
print('// Version: {},'.format(data['version']))
print('// Date: {},'.format(data['result'][0]['date']))
print('static constexpr const int16_t strength_table[{}][{}]'.format(LAT_DIM, LON_DIM) + " {")
print('\t// LONGITUDE: ', end='')
for l in range(SAMPLING_MIN_LON, SAMPLING_MAX_LON+1, SAMPLING_RES):
print('{0:5d},'.format(l), end='')
print('')
# blackout warning at this latitude
try:
if result['warning']:
latitude_blackout_zone = True
strength_min = float('inf')
strength_max = 0
strength_min_lat_lon = ()
strength_max_lat_lon = ()
strength_sum = 0
strength_sum_count = 0
except:
pass
strength_list = []
if latitude_blackout_zone:
print(' }, // WARNING! black out zone')
else:
print(' },')
for latitude in range(SAMPLING_MIN_LAT, SAMPLING_MAX_LAT+1, SAMPLING_RES):
params = urllib.parse.urlencode({'lat1': latitude, 'lat2': latitude, 'lon1': SAMPLING_MIN_LON, 'lon2': SAMPLING_MAX_LON, 'latStepSize': 1, 'lonStepSize': SAMPLING_RES, 'magneticComponent': 'f', 'resultFormat': 'json'})
f = urllib.request.urlopen("https://www.ngdc.noaa.gov/geomag-web/calculators/calculateIgrfgrid?key=%s&%s" % (key, params))
data = json.loads(f.read())
print("};")
print('\t/* LAT: {0:3d} */'.format(latitude) + ' { ', end='')
for p in data['result']:
print('static constexpr float WMM_{}_SCALE_TO_{} = {:.9g}f;'.format(key_name.upper(), units_str.upper(), 1.0 / value_scale))
print('static constexpr float WMM_{}_MIN_{} = {:.1f}f; // latitude: {:.0f}, longitude: {:.0f}'.format(key_name.upper(), units_str.upper(), value_min, value_min_lat_lon[0], value_min_lat_lon[1]))
print('static constexpr float WMM_{}_MAX_{} = {:.1f}f; // latitude: {:.0f}, longitude: {:.0f}'.format(key_name.upper(), units_str.upper(), value_max, value_max_lat_lon[0], value_max_lat_lon[1]))
print("\n")
strength_gauss = p['totalintensity'] * 1e-3
strength_list.append(strength_gauss)
totalintensity_int = int(round(p['totalintensity']/10))
print('{0:5d},'.format(totalintensity_int), end='')
if (strength_gauss > strength_max):
strength_max = strength_gauss
strength_max_lat_lon = (p['latitude'], p['longitude'])
if (strength_gauss < strength_min):
strength_min = strength_gauss
strength_min_lat_lon = (p['latitude'], p['longitude'])
print(' },')
print("};")
print('static constexpr float WMM_STRENGTH_MIN_GS = {:.1f}; // latitude: {:.0f}, longitude: {:.0f}'.format(strength_min, strength_min_lat_lon[0], strength_min_lat_lon[1]))
print('static constexpr float WMM_STRENGTH_MAX_GS = {:.1f}; // latitude: {:.0f}, longitude: {:.0f}'.format(strength_max, strength_max_lat_lon[0], strength_max_lat_lon[1]))
print('static constexpr float WMM_STRENGTH_MEAN_GS = {:.1f};'.format(statistics.mean(strength_list)))
print('static constexpr float WMM_STRENGTH_MEDIAN_GS = {:.1f};'.format(statistics.median(strength_list)))
print("\n")
print_wmm_table('declination')
print_wmm_table('inclination')
print_wmm_table('totalintensity')
src/lib/world_magnetic_model/generate_gtest.py
+1 -1
View File
@@ -44,7 +44,7 @@ SAMPLING_MAX_LON = 180
header = """/****************************************************************************
*
* Copyright (c) 2020-2023 PX4 Development Team. All rights reserved.
* Copyright (c) 2020-2024 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
src/lib/world_magnetic_model/geo_mag_declination.cpp
+10 -6
View File
@@ -103,30 +103,34 @@ static constexpr float get_table_data(float lat, float lon, const int16_t table[
float get_mag_declination_radians(float lat, float lon)
{
return get_table_data(lat, lon, declination_table) * 1e-4f; // declination table stored as 10^-4 radians
return math::radians(get_mag_declination_degrees(lat, lon));
}
float get_mag_declination_degrees(float lat, float lon)
{
return math::degrees(get_mag_declination_radians(lat, lon));
// table stored as scaled degrees
return get_table_data(lat, lon, declination_table) * WMM_DECLINATION_SCALE_TO_DEGREES;
}
float get_mag_inclination_radians(float lat, float lon)
{
return get_table_data(lat, lon, inclination_table) * 1e-4f; // inclination table stored as 10^-4 radians
return math::radians(get_mag_inclination_degrees(lat, lon));
}
float get_mag_inclination_degrees(float lat, float lon)
{
return math::degrees(get_mag_inclination_radians(lat, lon));
// table stored as scaled degrees
return get_table_data(lat, lon, inclination_table) * WMM_INCLINATION_SCALE_TO_DEGREES;
}
float get_mag_strength_gauss(float lat, float lon)
{
return get_table_data(lat, lon, strength_table) * 1e-4f; // strength table table stored as milli-Gauss * 10
// 1 Gauss = 1e4 Tesla
return get_mag_strength_tesla(lat, lon) * 1e4f;
}
float get_mag_strength_tesla(float lat, float lon)
{
return get_mag_strength_gauss(lat, lon) * 1e-4f; // 1 Gauss == 0.0001 Tesla
// table stored as scaled nanotesla
return get_table_data(lat, lon, totalintensity_table) * WMM_TOTALINTENSITY_SCALE_TO_NANOTESLA * 1e-9f;
}
src/lib/world_magnetic_model/geo_magnetic_tables.hpp
+78 -74
View File
@@ -1,6 +1,6 @@
/****************************************************************************
*
* Copyright (c) 2020-2023 PX4 Development Team. All rights reserved.
* Copyright (c) 2020-2024 PX4 Development Team. All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions
@@ -44,95 +44,99 @@ static constexpr int LON_DIM = 37;
// *INDENT-OFF*
// Magnetic declination data in radians * 10^-4
// Magnetic declination data in 0.005451 degrees
// Model: WMM-2020,
// Version: 0.5.1.11,
// Date: 2024.0684,
// Date: 2024.41257,
static constexpr const int16_t declination_table[19][37] {
// LONGITUDE: -180, -170, -160, -150, -140, -130, -120, -110, -100, -90, -80, -70, -60, -50, -40, -30, -20, -10, 0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180,
/* LAT: -90 */ { 25949, 24204, 22458, 20713, 18968, 17222, 15477, 13732, 11986, 10241, 8496, 6750, 5005, 3260, 1514, -231, -1976, -3722, -5467, -7212, -8958,-10703,-12448,-14194,-15939,-17684,-19430,-21175,-22920,-24666,-26411,-28156,-29902, 31185, 29440, 27694, 25949, },
/* LAT: -80 */ { 22511, 20385, 18448, 16677, 15039, 13502, 12039, 10628, 9254, 7905, 6573, 5255, 3947, 2642, 1334, 13, -1329, -2704, -4116, -5571, -7068, -8608,-10188,-11810,-13476,-15197,-16985,-18860,-20845,-22966,-25242,-27677,-30245, 29950, 27336, 24836, 22511, },
/* LAT: -70 */ { 14988, 13587, 12457, 11491, 10618, 9783, 8939, 8049, 7095, 6075, 5005, 3913, 2830, 1777, 757, -252, -1291, -2401, -3608, -4915, -6302, -7737, -9189,-10634,-12063,-13481,-14912,-16402,-18033,-19960,-22502,-26331, 30582, 24088, 19617, 16858, 14988, }, // WARNING! black out zone
/* LAT: -60 */ { 8460, 8207, 7918, 7636, 7376, 7117, 6803, 6366, 5747, 4924, 3920, 2809, 1692, 671, -201, -952, -1680, -2508, -3524, -4735, -6077, -7455, -8781, -9992,-11055,-11951,-12664,-13158,-13330,-12882,-10766, -3382, 5057, 7748, 8493, 8605, 8460, }, // WARNING! black out zone
/* LAT: -50 */ { 5516, 5549, 5488, 5392, 5313, 5271, 5232, 5100, 4751, 4082, 3066, 1790, 453, -715, -1568, -2116, -2503, -2947, -3651, -4691, -5957, -7246, -8389, -9286, -9875,-10102, -9893, -9123, -7602, -5231, -2320, 430, 2541, 3966, 4841, 5314, 5516, },
/* LAT: -40 */ { 3977, 4068, 4072, 4021, 3956, 3918, 3919, 3905, 3727, 3185, 2151, 702, -859, -2158, -2999, -3428, -3594, -3645, -3829, -4438, -5452, -6544, -7426, -7951, -8039, -7639, -6731, -5338, -3632, -1939, -487, 732, 1779, 2650, 3311, 3745, 3977, },
/* LAT: -30 */ { 3003, 3088, 3113, 3092, 3028, 2945, 2881, 2845, 2716, 2229, 1178, -353, -1958, -3193, -3909, -4234, -4292, -4059, -3621, -3439, -3855, -4626, -5316, -5645, -5497, -4889, -3917, -2714, -1520, -590, 79, 677, 1305, 1916, 2433, 2801, 3003, },
/* LAT: -20 */ { 2360, 2404, 2416, 2410, 2361, 2262, 2149, 2071, 1924, 1420, 347, -1155, -2629, -3669, -4175, -4268, -4043, -3462, -2592, -1820, -1589, -1975, -2627, -3080, -3097, -2722, -2080, -1269, -508, -33, 221, 519, 966, 1455, 1887, 2202, 2360, },
/* LAT: -10 */ { 1966, 1959, 1931, 1919, 1885, 1794, 1677, 1582, 1396, 839, -238, -1623, -2888, -3693, -3930, -3676, -3084, -2295, -1450, -709, -266, -325, -809, -1310, -1509, -1409, -1091, -597, -111, 118, 156, 311, 689, 1139, 1545, 1841, 1966, },
/* LAT: 0 */ { 1752, 1717, 1655, 1639, 1621, 1545, 1432, 1311, 1055, 430, -618, -1847, -2888, -3450, -3420, -2898, -2123, -1344, -699, -169, 235, 331, 37, -380, -627, -679, -580, -323, -41, 38, -35, 49, 397, 854, 1287, 1617, 1752, },
/* LAT: 10 */ { 1612, 1619, 1571, 1581, 1601, 1545, 1414, 1220, 842, 124, -899, -1971, -2783, -3100, -2872, -2252, -1473, -767, -260, 116, 438, 577, 403, 80, -149, -257, -285, -210, -113, -163, -313, -290, 19, 487, 979, 1396, 1612, },
/* LAT: 20 */ { 1419, 1567, 1624, 1712, 1794, 1768, 1605, 1296, 751, -104, -1144, -2086, -2666, -2757, -2413, -1803, -1092, -447, 5, 310, 566, 706, 607, 362, 166, 46, -53, -127, -214, -411, -655, -715, -474, -16, 534, 1059, 1419, },
/* LAT: 30 */ { 1105, 1471, 1730, 1952, 2110, 2117, 1924, 1498, 769, -255, -1364, -2227, -2625, -2550, -2143, -1560, -904, -289, 167, 468, 696, 837, 810, 660, 512, 385, 219, -5, -297, -677, -1049, -1207, -1042, -608, -27, 584, 1105, },
/* LAT: 40 */ { 732, 1317, 1812, 2206, 2456, 2499, 2283, 1748, 839, -380, -1603, -2452, -2759, -2599, -2149, -1556, -902, -275, 231, 591, 857, 1050, 1137, 1123, 1047, 895, 615, 189, -362, -974, -1493, -1732, -1610, -1189, -591, 77, 732, },
/* LAT: 50 */ { 425, 1168, 1851, 2413, 2785, 2895, 2669, 2019, 887, -593, -1994, -2892, -3177, -2982, -2491, -1845, -1135, -440, 172, 674, 1088, 1437, 1711, 1876, 1891, 1695, 1235, 507, -401, -1306, -1977, -2253, -2123, -1682, -1054, -331, 425, },
/* LAT: 60 */ { 203, 1050, 1857, 2558, 3072, 3295, 3093, 2299, 813, -1110, -2799, -3769, -4020, -3763, -3195, -2453, -1630, -793, 11, 759, 1447, 2073, 2610, 2999, 3148, 2946, 2284, 1141, -289, -1606, -2460, -2757, -2588, -2101, -1421, -635, 203, },
/* LAT: 70 */ { -80, 847, 1743, 2546, 3170, 3479, 3255, 2178, 39, -2583, -4513, -5355, -5387, -4922, -4167, -3243, -2226, -1167, -98, 958, 1979, 2941, 3805, 4505, 4941, 4955, 4314, 2796, 566, -1545, -2828, -3261, -3103, -2582, -1848, -994, -80, }, // WARNING! black out zone
/* LAT: 80 */ { -944, -26, 822, 1513, 1909, 1772, 716, -1590, -4521, -6612, -7444, -7396, -6828, -5954, -4893, -3716, -2466, -1173, 144, 1465, 2775, 4055, 5282, 6422, 7420, 8182, 8523, 8052, 6011, 1989, -1732, -3421, -3747, -3398, -2713, -1863, -944, }, // WARNING! black out zone
/* LAT: 90 */ { -29255,-27510,-25765,-24019,-22274,-20529,-18783,-17038,-15293,-13547,-11802,-10057, -8311, -6566, -4821, -3075, -1330, 415, 2161, 3906, 5651, 7397, 9142, 10887, 12633, 14378, 16123, 17869, 19614, 21359, 23105, 24850, 26595, 28341, 30086,-31001,-29255, }, // WARNING! black out zone
/* LAT: -90 */ { 27264, 25429, 23595, 21761, 19926, 18092, 16258, 14423, 12589, 10754, 8920, 7086, 5251, 3417, 1583, -252, -2086, -3921, -5755, -7589, -9424,-11258,-13092,-14927,-16761,-18596,-20430,-22264,-24099,-25933,-27768,-29602,-31436, 32767, 30933, 29098, 27264, },
/* LAT: -80 */ { 23650, 21416, 19382, 17521, 15799, 14184, 12647, 11165, 9721, 8303, 6904, 5519, 4143, 2772, 1397, 9, -1403, -2848, -4333, -5863, -7437, -9056,-10718,-12423,-14175,-15984,-17864,-19835,-21922,-24152,-26545,-29105,-31803, 31464, 28718, 26092, 23650, },
/* LAT: -70 */ { 15755, 14282, 13094, 12077, 11159, 10281, 9392, 8457, 7454, 6381, 5257, 4109, 2971, 1865, 794, -267, -1359, -2527, -3797, -5172, -6632, -8142, -9669,-11188,-12690,-14181,-15686,-17253,-18969,-20997,-23675,-27707, 32110, 25303, 20617, 17720, 15755, }, // WARNING! black out zone
/* LAT: -60 */ { 8903, 8634, 8328, 8030, 7755, 7481, 7150, 6689, 6037, 5171, 4116, 2948, 1775, 704, -211, -998, -1763, -2635, -3706, -4982, -6396, -7846, -9240,-10513,-11630,-12572,-13320,-13839,-14019,-13549,-11322, -3523, 5353, 8167, 8943, 9057, 8903, }, // WARNING! black out zone
/* LAT: -50 */ { 5806, 5839, 5774, 5672, 5587, 5541, 5499, 5359, 4991, 4286, 3216, 1875, 470, -754, -1647, -2218, -2623, -3091, -3835, -4934, -6270, -7627, -8830, -9771,-10388,-10623,-10400, -9587, -7986, -5492, -2431, 460, 2679, 4178, 5097, 5594, 5806, },
/* LAT: -40 */ { 4186, 4282, 4284, 4229, 4159, 4118, 4119, 4103, 3914, 3342, 2253, 728, -912, -2273, -3151, -3597, -3767, -3819, -4016, -4665, -5740, -6891, -7817, -8365, -8453, -8028, -7069, -5603, -3811, -2034, -509, 772, 1872, 2790, 3486, 3942, 4186, },
/* LAT: -30 */ { 3161, 3250, 3275, 3251, 3182, 3094, 3026, 2988, 2851, 2337, 1229, -384, -2070, -3364, -4111, -4446, -4503, -4252, -3790, -3609, -4059, -4874, -5597, -5938, -5777, -5133, -4109, -2845, -1594, -619, 83, 710, 1372, 2016, 2561, 2948, 3161, },
/* LAT: -20 */ { 2485, 2532, 2542, 2534, 2481, 2375, 2255, 2172, 2018, 1486, 353, -1228, -2777, -3865, -4390, -4481, -4240, -3623, -2707, -1902, -1669, -2082, -2768, -3241, -3254, -2856, -2179, -1328, -531, -35, 229, 542, 1013, 1529, 1985, 2318, 2485, },
/* LAT: -10 */ { 2072, 2064, 2032, 2018, 1980, 1883, 1758, 1657, 1461, 874, -261, -1719, -3046, -3887, -4129, -3855, -3229, -2397, -1510, -734, -274, -342, -854, -1379, -1586, -1478, -1143, -624, -116, 121, 159, 321, 720, 1197, 1625, 1939, 2072, },
/* LAT: 0 */ { 1847, 1810, 1742, 1723, 1703, 1621, 1500, 1371, 1102, 444, -660, -1952, -3043, -3628, -3589, -3035, -2219, -1401, -724, -169, 254, 350, 38, -401, -658, -711, -608, -338, -43, 36, -42, 45, 413, 896, 1354, 1703, 1847, },
/* LAT: 10 */ { 1699, 1705, 1653, 1662, 1681, 1620, 1480, 1275, 878, 122, -954, -2080, -2929, -3256, -3012, -2356, -1536, -796, -265, 129, 466, 610, 425, 85, -155, -268, -299, -222, -121, -175, -335, -312, 14, 509, 1030, 1470, 1699, },
/* LAT: 20 */ { 1494, 1649, 1708, 1799, 1884, 1855, 1681, 1355, 781, -117, -1209, -2197, -2803, -2893, -2528, -1885, -1137, -461, 13, 332, 601, 746, 640, 383, 178, 51, -55, -135, -228, -437, -694, -758, -503, -19, 561, 1114, 1494, },
/* LAT: 30 */ { 1160, 1544, 1816, 2050, 2215, 2221, 2017, 1567, 802, -275, -1438, -2341, -2756, -2673, -2242, -1629, -939, -294, 184, 499, 738, 885, 855, 696, 542, 408, 230, -8, -317, -718, -1109, -1275, -1099, -642, -30, 613, 1160, },
/* LAT: 40 */ { 765, 1379, 1900, 2314, 2577, 2622, 2393, 1831, 876, -403, -1685, -2574, -2892, -2722, -2248, -1623, -936, -278, 252, 629, 908, 1109, 1199, 1184, 1104, 944, 647, 195, -387, -1030, -1576, -1826, -1696, -1253, -625, 77, 765, },
/* LAT: 50 */ { 437, 1218, 1936, 2528, 2919, 3036, 2799, 2116, 928, -623, -2091, -3030, -3327, -3121, -2604, -1925, -1180, -449, 193, 719, 1153, 1519, 1805, 1977, 1991, 1784, 1297, 527, -430, -1381, -2085, -2373, -2234, -1771, -1112, -355, 437, },
/* LAT: 60 */ { 198, 1087, 1936, 2674, 3216, 3452, 3243, 2411, 855, -1158, -2926, -3941, -4206, -3936, -3339, -2560, -1696, -817, 27, 812, 1534, 2191, 2754, 3160, 3315, 3098, 2397, 1190, -317, -1699, -2593, -2902, -2725, -2214, -1502, -680, 198, },
/* LAT: 70 */ { -111, 863, 1803, 2648, 3305, 3634, 3405, 2285, 58, -2678, -4700, -5589, -5627, -5143, -4352, -3383, -2317, -1205, -83, 1026, 2098, 3108, 4014, 4748, 5204, 5214, 4533, 2927, 575, -1644, -2988, -3441, -3276, -2730, -1962, -1068, -111, }, // WARNING! black out zone
/* LAT: 80 */ { -1054, -90, 801, 1527, 1946, 1812, 731, -1632, -4654, -6842, -7732, -7698, -7114, -6204, -5096, -3864, -2554, -1197, 184, 1572, 2947, 4292, 5581, 6779, 7828, 8630, 8988, 8486, 6313, 2026, -1910, -3677, -4009, -3636, -2914, -2019, -1054, }, // WARNING! black out zone
/* LAT: 90 */ { -30607,-28773,-26938,-25104,-23269,-21435,-19601,-17766,-15932,-14097,-12263,-10429, -8594, -6760, -4926, -3091, -1257, 578, 2412, 4246, 6081, 7915, 9749, 11584, 13418, 15253, 17087, 18921, 20756, 22590, 24424, 26259, 28093, 29928, 31762,-32441,-30607, }, // WARNING! black out zone
};
static constexpr float WMM_DECLINATION_MIN_RAD = -3.100; // latitude: 90, longitude: 170
static constexpr float WMM_DECLINATION_MAX_RAD = 3.118; // latitude: -90, longitude: 150
static constexpr float WMM_DECLINATION_SCALE_TO_DEGREES = 0.00545143529f;
static constexpr float WMM_DECLINATION_MIN_DEGREES = -176.9f; // latitude: 90, longitude: 170
static constexpr float WMM_DECLINATION_MAX_DEGREES = 178.6f; // latitude: -90, longitude: 150
// Magnetic inclination data in radians * 10^-4
// Magnetic inclination data in 0.002699 degrees
// Model: WMM-2020,
// Version: 0.5.1.11,
// Date: 2024.0684,
// Date: 2024.41257,
static constexpr const int16_t inclination_table[19][37] {
// LONGITUDE: -180, -170, -160, -150, -140, -130, -120, -110, -100, -90, -80, -70, -60, -50, -40, -30, -20, -10, 0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180,
/* LAT: -90 */ { -12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562,-12562, },
/* LAT: -80 */ { -13644,-13510,-13349,-13169,-12975,-12774,-12571,-12371,-12181,-12005,-11849,-11715,-11605,-11519,-11455,-11414,-11394,-11396,-11423,-11477,-11561,-11676,-11821,-11995,-12194,-12412,-12641,-12874,-13102,-13314,-13500,-13649,-13752,-13802,-13798,-13743,-13644, },
/* LAT: -70 */ { -14091,-13772,-13453,-13130,-12799,-12455,-12102,-11746,-11404,-11097,-10846,-10664,-10553,-10501,-10487,-10488,-10492,-10499,-10521,-10576,-10685,-10861,-11110,-11427,-11802,-12221,-12670,-13135,-13601,-14053,-14469,-14811,-14995,-14937,-14705,-14407,-14091, }, // WARNING! black out zone
/* LAT: -60 */ { -13509,-13155,-12816,-12483,-12140,-11768,-11353,-10900,-10434,-10006, -9680, -9510, -9511, -9650, -9853,-10040,-10158,-10193,-10174,-10157,-10205,-10369,-10664,-11078,-11581,-12140,-12727,-13324,-13913,-14474,-14971,-15259,-15076,-14687,-14279,-13884,-13509, }, // WARNING! black out zone
/* LAT: -50 */ { -12492,-12148,-11816,-11493,-11170,-10823,-10425, -9954, -9426, -8909, -8526, -8410, -8620, -9086, -9648,-10152,-10499,-10648,-10604,-10443,-10301,-10315,-10547,-10974,-11522,-12117,-12703,-13240,-13683,-13979,-14086,-14012,-13807,-13523,-13193,-12844,-12492, },
/* LAT: -40 */ { -11239,-10888,-10538,-10191, -9852, -9514, -9155, -8732, -8213, -7652, -7235, -7210, -7686, -8518, -9438,-10259,-10906,-11324,-11443,-11256,-10906,-10641,-10650,-10946,-11416,-11922,-12363,-12679,-12833,-12837,-12748,-12613,-12435,-12204,-11917,-11588,-11239, },
/* LAT: -30 */ { -9603, -9218, -8834, -8442, -8050, -7677, -7323, -6936, -6425, -5817, -5378, -5486, -6282, -7498, -8746, -9831,-10733,-11426,-11801,-11765,-11376,-10868,-10548,-10564,-10824,-11146,-11397,-11501,-11434,-11258,-11088,-10959,-10818,-10614,-10333, -9985, -9603, },
/* LAT: -20 */ { -7374, -6924, -6499, -6068, -5624, -5196, -4810, -4404, -3842, -3160, -2729, -3025, -4173, -5803, -7426, -8778, -9823,-10578,-10993,-11002,-10618, -9994, -9442, -9212, -9270, -9434, -9570, -9580, -9403, -9133, -8945, -8869, -8775, -8573, -8256, -7840, -7374, },
/* LAT: -10 */ { -4420, -3869, -3405, -2963, -2506, -2057, -1649, -1205, -588, 107, 447, -20, -1391, -3330, -5297, -6877, -7942, -8550, -8793, -8710, -8280, -7581, -6919, -6585, -6553, -6646, -6760, -6778, -6587, -6293, -6148, -6175, -6151, -5943, -5559, -5026, -4420, },
/* LAT: 0 */ { -913, -272, 205, 613, 1033, 1448, 1832, 2262, 2833, 3397, 3578, 3047, 1712, -222, -2259, -3876, -4847, -5247, -5286, -5101, -4641, -3909, -3204, -2843, -2786, -2852, -2974, -3044, -2913, -2681, -2639, -2805, -2890, -2713, -2288, -1650, -913, },
/* LAT: 10 */ { 2555, 3197, 3642, 3988, 4344, 4710, 5056, 5430, 5867, 6224, 6243, 5728, 4617, 3031, 1345, -3, -774, -994, -886, -639, -213, 438, 1072, 1402, 1466, 1428, 1331, 1240, 1281, 1380, 1291, 1002, 789, 851, 1205, 1815, 2555, },
/* LAT: 20 */ { 5412, 5951, 6338, 6637, 6951, 7293, 7631, 7968, 8290, 8479, 8378, 7898, 7045, 5939, 4818, 3927, 3420, 3323, 3486, 3737, 4077, 4551, 5012, 5264, 5324, 5314, 5270, 5211, 5196, 5172, 4987, 4639, 4326, 4229, 4402, 4831, 5412, },
/* LAT: 30 */ { 7567, 7945, 8266, 8551, 8860, 9206, 9559, 9893, 10162, 10266, 10112, 9680, 9044, 8331, 7675, 7174, 6895, 6867, 7019, 7236, 7488, 7793, 8083, 8256, 8315, 8334, 8340, 8330, 8304, 8215, 7986, 7624, 7260, 7036, 7020, 7218, 7567, },
/* LAT: 40 */ { 9266, 9488, 9744, 10030, 10356, 10715, 11080, 11414, 11660, 11735, 11580, 11216, 10741, 10270, 9878, 9601, 9460, 9464, 9581, 9747, 9926, 10114, 10287, 10412, 10492, 10556, 10614, 10648, 10628, 10512, 10265, 9909, 9538, 9251, 9108, 9122, 9266, },
/* LAT: 50 */ { 10802, 10922, 11123, 11391, 11713, 12065, 12416, 12729, 12947, 13002, 12861, 12563, 12200, 11857, 11585, 11403, 11315, 11317, 11388, 11494, 11611, 11729, 11847, 11964, 12083, 12208, 12324, 12396, 12383, 12253, 12003, 11672, 11331, 11046, 10857, 10777, 10802, },
/* LAT: 60 */ { 12320, 12390, 12538, 12754, 13021, 13319, 13619, 13883, 14057, 14084, 13950, 13702, 13416, 13147, 12929, 12775, 12687, 12659, 12678, 12728, 12798, 12885, 12993, 13127, 13288, 13465, 13630, 13737, 13739, 13614, 13387, 13107, 12829, 12593, 12423, 12331, 12320, },
/* LAT: 70 */ { 13757, 13796, 13888, 14027, 14204, 14404, 14610, 14790, 14895, 14879, 14747, 14549, 14334, 14132, 13960, 13826, 13734, 13680, 13663, 13677, 13720, 13794, 13899, 14037, 14205, 14393, 14577, 14716, 14759, 14683, 14520, 14321, 14127, 13963, 13842, 13772, 13757, }, // WARNING! black out zone
/* LAT: 80 */ { 14991, 15001, 15036, 15092, 15166, 15249, 15325, 15371, 15359, 15287, 15180, 15059, 14938, 14826, 14727, 14646, 14584, 14544, 14526, 14531, 14558, 14608, 14680, 14774, 14886, 15014, 15150, 15283, 15390, 15432, 15389, 15299, 15201, 15115, 15049, 15007, 14991, }, // WARNING! black out zone
/* LAT: 90 */ { 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, 15400, }, // WARNING! black out zone
/* LAT: -90 */ { -26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663,-26663, },
/* LAT: -80 */ { -28959,-28675,-28333,-27951,-27540,-27113,-26682,-26258,-25854,-25482,-25150,-24867,-24633,-24450,-24315,-24226,-24183,-24188,-24245,-24361,-24539,-24783,-25092,-25462,-25884,-26346,-26833,-27328,-27812,-28262,-28656,-28973,-29191,-29297,-29287,-29170,-28959, },
/* LAT: -70 */ { -29906,-29230,-28552,-27867,-27164,-26436,-25685,-24930,-24205,-23555,-23023,-22638,-22403,-22293,-22261,-22264,-22272,-22285,-22330,-22447,-22678,-23053,-23582,-24256,-25053,-25944,-26898,-27885,-28874,-29833,-30717,-31441,-31829,-31704,-31211,-30578,-29906, }, // WARNING! black out zone
/* LAT: -60 */ { -28675,-27922,-27202,-26495,-25766,-24977,-24097,-23135,-22147,-21240,-20551,-20191,-20196,-20492,-20922,-21317,-21564,-21635,-21592,-21554,-21657,-22006,-22635,-23517,-24587,-25775,-27023,-28290,-29540,-30732,-31788,-32398,-32004,-31178,-30310,-29471,-28675, }, // WARNING! black out zone
/* LAT: -50 */ { -26518,-25787,-25081,-24395,-23709,-22973,-22127,-21129,-20009,-18913,-18103,-17862,-18313,-19305,-20497,-21563,-22295,-22602,-22503,-22157,-21856,-21888,-22387,-23298,-24466,-25730,-26974,-28112,-29052,-29680,-29904,-29747,-29313,-28709,-28008,-27265,-26518, },
/* LAT: -40 */ { -23859,-23111,-22367,-21631,-20911,-20195,-19433,-18535,-17434,-16245,-15366,-15320,-16340,-18110,-20062,-21801,-23168,-24048,-24290,-23883,-23136,-22578,-22605,-23240,-24242,-25316,-26251,-26918,-27243,-27250,-27062,-26776,-26401,-25910,-25300,-24601,-23859, },
/* LAT: -30 */ { -20386,-19567,-18750,-17917,-17085,-16293,-15544,-14724,-13640,-12351,-11424,-11666,-13370,-15956,-18605,-20904,-22812,-24277,-25061,-24972,-24136,-23057,-22385,-22426,-22983,-23667,-24196,-24414,-24269,-23896,-23536,-23265,-22968,-22536,-21939,-21200,-20386, },
/* LAT: -20 */ { -15655,-14695,-13789,-12872,-11930,-11023,-10206, -9346, -8156, -6711, -5803, -6449, -8904,-12373,-15815,-18676,-20887,-22480,-23348,-23356,-22530,-21203,-20034,-19551,-19678,-20026,-20313,-20331,-19954,-19380,-18986,-18828,-18633,-18206,-17535,-16650,-15655, },
/* LAT: -10 */ { -9385, -8209, -7218, -6278, -5306, -4355, -3491, -2554, -1249, 222, 935, -75, -3005, -7132,-11304,-14645,-16891,-18169,-18676,-18490,-17568,-16077,-14672,-13969,-13905,-14103,-14342,-14377,-13970,-13348,-13045,-13109,-13066,-12627,-11813,-10677, -9385, },
/* LAT: 0 */ { -1941, -572, 447, 1316, 2208, 3089, 3901, 4808, 6012, 7204, 7577, 6434, 3584, -534, -4855, -8273,-10317,-11152,-11228,-10827, -9842, -8280, -6784, -6023, -5903, -6042, -6299, -6446, -6167, -5676, -5592, -5955, -6145, -5775, -4872, -3514, -1941, },
/* LAT: 10 */ { 5421, 6791, 7742, 8478, 9236, 10013, 10743, 11532, 12453, 13205, 13235, 12131, 9759, 6384, 2805, -45, -1666, -2121, -1883, -1354, -444, 946, 2291, 2989, 3125, 3048, 2844, 2651, 2737, 2945, 2751, 2128, 1664, 1792, 2543, 3843, 5421, },
/* LAT: 20 */ { 11488, 12637, 13462, 14098, 14766, 15492, 16206, 16917, 17594, 17991, 17771, 16744, 14925, 12573, 10194, 8309, 7245, 7046, 7400, 7937, 8662, 9672, 10651, 11186, 11314, 11296, 11203, 11079, 11045, 10991, 10595, 9848, 9176, 8967, 9335, 10249, 11488, },
/* LAT: 30 */ { 16064, 16869, 17552, 18157, 18813, 19547, 20295, 21001, 21567, 21785, 21452, 20532, 19178, 17663, 16272, 15213, 14627, 14573, 14900, 15364, 15901, 16550, 17167, 17534, 17662, 17704, 17719, 17697, 17639, 17449, 16959, 16185, 15409, 14931, 14899, 15320, 16064, },
/* LAT: 40 */ { 19670, 20142, 20688, 21294, 21986, 22747, 23519, 24226, 24746, 24903, 24570, 23795, 22787, 21787, 20958, 20373, 20075, 20088, 20340, 20695, 21077, 21477, 21845, 22111, 22280, 22419, 22544, 22615, 22571, 22323, 21795, 21038, 20247, 19638, 19335, 19364, 19670, },
/* LAT: 50 */ { 22933, 23187, 23612, 24182, 24864, 25609, 26354, 27016, 27477, 27593, 27291, 26658, 25888, 25162, 24586, 24201, 24016, 24023, 24176, 24404, 24654, 24906, 25156, 25404, 25658, 25925, 26171, 26324, 26295, 26017, 25483, 24780, 24056, 23451, 23049, 22878, 22933, },
/* LAT: 60 */ { 26155, 26303, 26615, 27072, 27639, 28270, 28905, 29465, 29833, 29890, 29605, 29081, 28474, 27904, 27442, 27117, 26932, 26874, 26915, 27023, 27173, 27359, 27588, 27873, 28215, 28592, 28943, 29169, 29170, 28904, 28420, 27827, 27237, 26736, 26376, 26179, 26155, },
/* LAT: 70 */ { 29204, 29286, 29480, 29773, 30146, 30572, 31008, 31388, 31612, 31580, 31301, 30883, 30427, 29998, 29634, 29351, 29155, 29043, 29006, 29037, 29130, 29287, 29511, 29805, 30163, 30562, 30953, 31246, 31335, 31173, 30826, 30404, 29992, 29643, 29386, 29237, 29204, }, // WARNING! black out zone
/* LAT: 80 */ { 31820, 31841, 31914, 32033, 32188, 32362, 32524, 32622, 32598, 32449, 32224, 31969, 31713, 31474, 31265, 31093, 30963, 30878, 30840, 30850, 30908, 31015, 31169, 31368, 31607, 31878, 32167, 32450, 32679, 32767, 32672, 32479, 32271, 32087, 31945, 31855, 31820, }, // WARNING! black out zone
/* LAT: 90 */ { 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, 32694, }, // WARNING! black out zone
};
static constexpr float WMM_INCLINATION_MIN_RAD = -1.526; // latitude: -60, longitude: 130
static constexpr float WMM_INCLINATION_MAX_RAD = 1.543; // latitude: 80, longitude: 110
static constexpr float WMM_INCLINATION_SCALE_TO_DEGREES = 0.00269892697f;
static constexpr float WMM_INCLINATION_MIN_DEGREES = -87.4f; // latitude: -60, longitude: 130
static constexpr float WMM_INCLINATION_MAX_DEGREES = 88.4f; // latitude: 80, longitude: 110
// Magnetic strength data in milli-Gauss * 10
// Magnetic totalintensity data in 2.042 nanoTesla
// Model: WMM-2020,
// Version: 0.5.1.11,
// Date: 2024.0684,
static constexpr const int16_t strength_table[19][37] {
// LONGITUDE: -180, -170, -160, -150, -140, -130, -120, -110, -100, -90, -80, -70, -60, -50, -40, -30, -20, -10, 0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180,
/* LAT: -90 */ { 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, 5442, },
/* LAT: -80 */ { 6049, 5985, 5905, 5812, 5709, 5596, 5478, 5356, 5234, 5114, 5000, 4895, 4802, 4722, 4660, 4615, 4591, 4590, 4612, 4659, 4730, 4825, 4940, 5072, 5216, 5367, 5517, 5660, 5791, 5905, 5997, 6065, 6109, 6128, 6123, 6096, 6049, },
/* LAT: -70 */ { 6294, 6159, 6007, 5841, 5661, 5468, 5263, 5048, 4829, 4615, 4413, 4231, 4074, 3943, 3840, 3764, 3718, 3706, 3735, 3813, 3942, 4124, 4354, 4623, 4919, 5227, 5531, 5815, 6064, 6268, 6418, 6512, 6553, 6544, 6493, 6407, 6294, },
/* LAT: -60 */ { 6179, 5985, 5782, 5572, 5352, 5116, 4860, 4581, 4289, 4000, 3734, 3508, 3330, 3196, 3098, 3025, 2974, 2954, 2981, 3074, 3245, 3499, 3829, 4217, 4640, 5075, 5496, 5880, 6204, 6451, 6613, 6690, 6691, 6626, 6511, 6358, 6179, },
/* LAT: -50 */ { 5838, 5606, 5373, 5140, 4907, 4661, 4390, 4087, 3758, 3427, 3126, 2888, 2728, 2638, 2590, 2555, 2520, 2492, 2498, 2572, 2750, 3045, 3445, 3920, 4428, 4934, 5408, 5826, 6163, 6403, 6540, 6579, 6535, 6423, 6260, 6060, 5838, },
/* LAT: -40 */ { 5389, 5142, 4895, 4654, 4419, 4181, 3925, 3641, 3327, 3001, 2704, 2483, 2369, 2344, 2363, 2383, 2385, 2371, 2357, 2387, 2523, 2806, 3230, 3748, 4296, 4819, 5283, 5669, 5960, 6146, 6233, 6234, 6164, 6031, 5849, 5629, 5389, },
/* LAT: -30 */ { 4876, 4633, 4393, 4157, 3930, 3711, 3491, 3260, 3004, 2728, 2471, 2291, 2224, 2250, 2317, 2387, 2451, 2498, 2517, 2528, 2600, 2807, 3178, 3672, 4204, 4700, 5114, 5427, 5628, 5727, 5752, 5725, 5645, 5511, 5331, 5113, 4876, },
/* LAT: -20 */ { 4320, 4105, 3895, 3689, 3492, 3310, 3141, 2977, 2798, 2599, 2408, 2277, 2239, 2286, 2376, 2487, 2614, 2739, 2823, 2856, 2882, 2985, 3234, 3624, 4077, 4503, 4847, 5077, 5180, 5186, 5156, 5109, 5027, 4899, 4732, 4534, 4320, },
/* LAT: -10 */ { 3789, 3627, 3472, 3325, 3190, 3069, 2965, 2872, 2773, 2657, 2535, 2437, 2396, 2424, 2514, 2644, 2799, 2955, 3075, 3134, 3147, 3177, 3307, 3565, 3894, 4216, 4478, 4637, 4669, 4616, 4548, 4485, 4398, 4273, 4123, 3959, 3789, },
/* LAT: 0 */ { 3412, 3317, 3232, 3159, 3103, 3064, 3037, 3017, 2990, 2941, 2861, 2768, 2690, 2664, 2710, 2815, 2947, 3082, 3194, 3267, 3297, 3320, 3399, 3560, 3772, 3986, 4165, 4268, 4272, 4203, 4115, 4023, 3912, 3781, 3646, 3521, 3412, },
/* LAT: 10 */ { 3282, 3250, 3229, 3224, 3248, 3294, 3348, 3399, 3432, 3421, 3352, 3238, 3113, 3022, 3000, 3044, 3126, 3225, 3325, 3409, 3473, 3536, 3626, 3746, 3884, 4024, 4143, 4212, 4212, 4149, 4038, 3895, 3733, 3573, 3437, 3339, 3282, },
/* LAT: 20 */ { 3399, 3400, 3425, 3477, 3568, 3688, 3815, 3930, 4009, 4020, 3946, 3805, 3640, 3504, 3432, 3423, 3460, 3535, 3632, 3730, 3821, 3921, 4033, 4145, 4256, 4369, 4472, 4537, 4546, 4485, 4347, 4143, 3915, 3705, 3541, 3439, 3399, },
/* LAT: 30 */ { 3722, 3726, 3778, 3876, 4017, 4186, 4361, 4515, 4622, 4648, 4575, 4421, 4234, 4074, 3972, 3929, 3935, 3988, 4077, 4176, 4275, 4382, 4499, 4617, 4737, 4866, 4988, 5074, 5098, 5038, 4880, 4639, 4364, 4109, 3909, 3779, 3722, },
/* LAT: 40 */ { 4222, 4216, 4278, 4399, 4564, 4750, 4932, 5088, 5192, 5218, 5151, 5004, 4820, 4649, 4524, 4451, 4427, 4452, 4515, 4595, 4683, 4781, 4897, 5030, 5182, 5345, 5497, 5606, 5643, 5586, 5428, 5190, 4916, 4657, 4446, 4299, 4222, },
/* LAT: 50 */ { 4832, 4820, 4872, 4979, 5123, 5281, 5431, 5552, 5627, 5637, 5575, 5450, 5290, 5128, 4993, 4898, 4845, 4836, 4862, 4914, 4984, 5076, 5196, 5346, 5522, 5707, 5873, 5989, 6030, 5984, 5851, 5656, 5432, 5218, 5038, 4906, 4832, },
/* LAT: 60 */ { 5393, 5376, 5400, 5459, 5543, 5637, 5724, 5792, 5827, 5820, 5768, 5675, 5556, 5430, 5312, 5218, 5153, 5120, 5119, 5148, 5205, 5293, 5412, 5559, 5726, 5894, 6040, 6142, 6183, 6160, 6077, 5951, 5807, 5665, 5543, 5450, 5393, },
/* LAT: 70 */ { 5726, 5703, 5697, 5707, 5727, 5753, 5778, 5793, 5795, 5777, 5740, 5684, 5616, 5541, 5468, 5405, 5358, 5331, 5327, 5348, 5393, 5463, 5555, 5664, 5781, 5895, 5993, 6065, 6103, 6106, 6077, 6024, 5957, 5887, 5821, 5766, 5726, },
/* LAT: 80 */ { 5790, 5772, 5756, 5743, 5733, 5723, 5713, 5702, 5688, 5670, 5649, 5625, 5599, 5573, 5549, 5529, 5516, 5511, 5517, 5532, 5558, 5594, 5636, 5684, 5734, 5782, 5824, 5858, 5882, 5895, 5897, 5889, 5875, 5855, 5833, 5811, 5790, },
/* LAT: 90 */ { 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, 5685, },
// Date: 2024.41257,
static constexpr const int16_t totalintensity_table[19][37] {
// LONGITUDE: -180, -170, -160, -150, -140, -130, -120, -110, -100, -90, -80, -70, -60, -50, -40, -30, -20, -10, 0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 100, 110, 120, 130, 140, 150, 160, 170, 180,
/* LAT: -90 */ { 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, 26644, },
/* LAT: -80 */ { 29615, 29299, 28908, 28453, 27945, 27395, 26815, 26218, 25619, 25032, 24474, 23959, 23502, 23115, 22808, 22592, 22476, 22469, 22578, 22807, 23157, 23621, 24187, 24836, 25543, 26279, 27014, 27716, 28358, 28914, 29365, 29700, 29913, 30004, 29979, 29846, 29615, },
/* LAT: -70 */ { 30814, 30152, 29407, 28592, 27711, 26765, 25759, 24706, 23635, 22584, 21596, 20706, 19938, 19300, 18794, 18422, 18195, 18139, 18285, 18666, 19302, 20195, 21322, 22642, 24092, 25601, 27090, 28480, 29701, 30696, 31432, 31894, 32090, 32046, 31794, 31371, 30814, }, // WARNING! black out zone
/* LAT: -60 */ { 30256, 29303, 28305, 27273, 26195, 25041, 23783, 22419, 20989, 19575, 18274, 17168, 16296, 15644, 15162, 14803, 14555, 14459, 14593, 15046, 15888, 17136, 18753, 20656, 22732, 24862, 26925, 28803, 30388, 31598, 32391, 32767, 32766, 32449, 31882, 31131, 30256, }, // WARNING! black out zone
/* LAT: -50 */ { 28585, 27448, 26301, 25162, 24017, 22813, 21484, 19998, 18389, 16768, 15296, 14132, 13352, 12914, 12677, 12503, 12330, 12195, 12223, 12590, 13464, 14914, 16881, 19207, 21698, 24175, 26497, 28540, 30193, 31368, 32034, 32224, 32006, 31456, 30654, 29673, 28585, },
/* LAT: -40 */ { 26388, 25175, 23965, 22783, 21629, 20463, 19212, 17819, 16281, 14687, 13231, 12153, 11593, 11476, 11568, 11662, 11671, 11598, 11530, 11680, 12349, 13743, 15828, 18371, 21056, 23615, 25886, 27774, 29196, 30107, 30531, 30536, 30188, 29538, 28642, 27566, 26388, },
/* LAT: -30 */ { 23875, 22687, 21506, 20350, 19238, 18163, 17088, 15953, 14699, 13348, 12090, 11211, 10886, 11019, 11346, 11688, 11997, 12225, 12312, 12367, 12723, 13749, 15575, 17999, 20611, 23034, 25059, 26587, 27567, 28051, 28176, 28039, 27646, 26992, 26106, 25040, 23875, },
/* LAT: -20 */ { 21154, 20100, 19069, 18060, 17097, 16201, 15373, 14569, 13693, 12716, 11782, 11141, 10963, 11194, 11640, 12182, 12805, 13413, 13818, 13974, 14106, 14617, 15845, 17765, 19985, 22068, 23750, 24872, 25370, 25402, 25252, 25023, 24621, 23994, 23174, 22204, 21154, },
/* LAT: -10 */ { 18558, 17760, 17002, 16280, 15615, 15025, 14516, 14058, 13572, 13001, 12403, 11927, 11727, 11873, 12314, 12952, 13712, 14475, 15055, 15339, 15405, 15556, 16199, 17471, 19086, 20662, 21941, 22713, 22869, 22606, 22275, 21968, 21540, 20930, 20196, 19388, 18558, },
/* LAT: 0 */ { 16709, 16246, 15828, 15466, 15193, 15003, 14869, 14765, 14634, 14389, 14000, 13543, 13167, 13043, 13274, 13791, 14440, 15095, 15645, 15999, 16143, 16257, 16647, 17443, 18484, 19534, 20407, 20910, 20925, 20587, 20154, 19705, 19162, 18518, 17858, 17244, 16709, },
/* LAT: 10 */ { 16075, 15916, 15810, 15786, 15900, 16127, 16390, 16638, 16796, 16740, 16399, 15842, 15234, 14793, 14691, 14911, 15314, 15798, 16286, 16698, 17008, 17318, 17762, 18355, 19031, 19718, 20303, 20638, 20637, 20325, 19783, 19078, 18284, 17502, 16834, 16355, 16075, },
/* LAT: 20 */ { 16646, 16650, 16769, 17024, 17466, 18051, 18672, 19233, 19618, 19672, 19310, 18619, 17813, 17152, 16804, 16764, 16949, 17315, 17793, 18272, 18719, 19208, 19759, 20311, 20853, 21411, 21916, 22235, 22275, 21976, 21295, 20297, 19178, 18148, 17345, 16845, 16646, },
/* LAT: 30 */ { 18228, 18245, 18498, 18973, 19662, 20491, 21341, 22097, 22620, 22746, 22388, 21634, 20724, 19941, 19447, 19240, 19272, 19535, 19972, 20460, 20944, 21470, 22044, 22622, 23213, 23845, 24444, 24864, 24980, 24684, 23906, 22724, 21376, 20127, 19146, 18510, 18228, },
/* LAT: 40 */ { 20676, 20646, 20945, 21535, 22339, 23247, 24138, 24900, 25411, 25538, 25208, 24491, 23592, 22759, 22150, 21796, 21685, 21808, 22117, 22515, 22946, 23429, 23995, 24649, 25392, 26192, 26939, 27472, 27650, 27367, 26593, 25423, 24081, 22812, 21778, 21055, 20676, },
/* LAT: 50 */ { 23666, 23603, 23852, 24371, 25074, 25848, 26580, 27175, 27541, 27593, 27291, 26681, 25898, 25111, 24452, 23986, 23733, 23688, 23819, 24073, 24420, 24871, 25459, 26197, 27059, 27964, 28776, 29343, 29542, 29310, 28661, 27703, 26610, 25561, 24680, 24034, 23666, },
/* LAT: 60 */ { 26412, 26324, 26436, 26723, 27132, 27589, 28019, 28351, 28524, 28493, 28240, 27789, 27209, 26590, 26018, 25556, 25239, 25081, 25078, 25221, 25503, 25932, 26515, 27239, 28055, 28877, 29590, 30087, 30289, 30171, 29764, 29152, 28446, 27753, 27153, 26695, 26412, },
/* LAT: 70 */ { 28043, 27927, 27896, 27940, 28040, 28166, 28285, 28364, 28372, 28290, 28109, 27838, 27503, 27138, 26784, 26477, 26247, 26116, 26097, 26198, 26422, 26766, 27217, 27750, 28323, 28879, 29358, 29708, 29894, 29908, 29765, 29507, 29181, 28836, 28513, 28242, 28043, }, // WARNING! black out zone
/* LAT: 80 */ { 28358, 28266, 28189, 28125, 28072, 28025, 27977, 27922, 27854, 27769, 27667, 27549, 27422, 27295, 27178, 27083, 27020, 26999, 27025, 27102, 27229, 27402, 27613, 27847, 28090, 28324, 28531, 28697, 28813, 28875, 28885, 28848, 28776, 28680, 28572, 28462, 28358, }, // WARNING! black out zone
/* LAT: 90 */ { 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, 27849, }, // WARNING! black out zone
};
static constexpr float WMM_STRENGTH_MIN_GS = 22.2; // latitude: -30, longitude: -60
static constexpr float WMM_STRENGTH_MAX_GS = 66.9; // latitude: -60, longitude: 140
static constexpr float WMM_STRENGTH_MEAN_GS = 46.4;
static constexpr float WMM_STRENGTH_MEDIAN_GS = 48.8;
static constexpr float WMM_TOTALINTENSITY_SCALE_TO_NANOTESLA = 2.04183477f;
static constexpr float WMM_TOTALINTENSITY_MIN_NANOTESLA = 22226.9f; // latitude: -30, longitude: -60
static constexpr float WMM_TOTALINTENSITY_MAX_NANOTESLA = 66904.8f; // latitude: -60, longitude: 130
src/lib/world_magnetic_model/test_geo_lookup.cpp
+2650 -2650
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File diff suppressed because it is too large Load Diff
src/modules/ekf2/test/change_indication/ekf_gsf_reset.csv
+322 -322
View File
@@ -67,325 +67,325 @@ Timestamp,state[0],state[1],state[2],state[3],state[4],state[5],state[6],state[7
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src/modules/ekf2/test/change_indication/iris_gps.csv
+280 -280
View File
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19390000,-0.29,0.015,-0.005,0.96,-0.026,0.012,0.025,-0.015,0.0074,0.021,-0.0011,-0.0058,-0.00012,0.068,0.012,-0.13,-0.11,-0.025,0.5,0.084,-0.034,-0.069,0,0,5.6e-05,5.3e-05,0.05,0.014,0.015,0.0078,0.04,0.04,0.035,1e-06,9.2e-07,2.2e-06,0.0021,0.0023,0.00029,0.0012,7.4e-05,0.0012,0.0012,0.00068,0.0012,1,1
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19590000,-0.29,0.015,-0.0049,0.96,-0.025,0.014,0.026,-0.015,0.007,0.021,-0.0011,-0.0058,-0.00013,0.069,0.012,-0.13,-0.11,-0.025,0.5,0.084,-0.034,-0.069,0,0,5.6e-05,5.2e-05,0.05,0.014,0.014,0.0077,0.039,0.039,0.035,9.9e-07,8.8e-07,2.2e-06,0.0021,0.0023,0.00028,0.0012,7.4e-05,0.0012,0.0012,0.00068,0.0012,1,1
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19790000,-0.29,0.015,-0.005,0.96,-0.022,0.013,0.023,-0.018,0.0085,0.017,-0.0011,-0.0058,-0.00013,0.069,0.012,-0.13,-0.11,-0.025,0.5,0.084,-0.034,-0.069,0,0,5.6e-05,5.2e-05,0.05,0.015,0.016,0.0077,0.045,0.045,0.035,9.6e-07,8.5e-07,2.2e-06,0.0021,0.0023,0.00027,0.0012,7.4e-05,0.0012,0.0012,0.00068,0.0012,1,1
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19990000,-0.29,0.015,-0.005,0.96,-0.02,0.014,0.021,-0.016,0.009,0.012,-0.0011,-0.0058,-0.00013,0.069,0.012,-0.13,-0.11,-0.025,0.5,0.084,-0.034,-0.069,0,0,5.5e-05,5.1e-05,0.05,0.014,0.015,0.0076,0.043,0.044,0.035,9.2e-07,8.1e-07,2.2e-06,0.002,0.0023,0.00026,0.0012,7.4e-05,0.0012,0.0012,0.00068,0.0012,1,1
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