これのシミュレーション。
NOAA の式をちょっと離れて ISA の式に立ち返る。標準大気モデルのいわゆる第ゼロ層(高度11km未満)の場合。
高度から気圧:
\(
\displaystyle {P}=P_0 \times \left(\frac{T_0}{T_0 + L_0\cdot h}\right)^{\textstyle \frac{g_0 \cdot M}{R^* \cdot L_0}}
\)
\displaystyle {P}=P_0 \times \left(\frac{T_0}{T_0 + L_0\cdot h}\right)^{\textstyle \frac{g_0 \cdot M}{R^* \cdot L_0}}
\)
気圧から高度:
\(
\displaystyle {h}=\frac{T_0}{L_0}\left( \left(\frac{P}{P_0}\right)^{- \textstyle\frac{R^* \cdot L_0}{g_0 \cdot M}} – 1 \right)
\)
\displaystyle {h}=\frac{T_0}{L_0}\left( \left(\frac{P}{P_0}\right)^{- \textstyle\frac{R^* \cdot L_0}{g_0 \cdot M}} – 1 \right)
\)
ただし:
\(
P_0 = 1013.25 [hPa],\\
T_0 = 273.15 + 15 [K],\\
g_0 = 9.80665 [m/s^2],\\
R^* = 8.31432 [N·m /(mol·K)],\\
M = 0.0289644 [kg/mol],\\
L_0 = 6.49 / 1000 [K/m]
\)
P_0 = 1013.25 [hPa],\\
T_0 = 273.15 + 15 [K],\\
g_0 = 9.80665 [m/s^2],\\
R^* = 8.31432 [N·m /(mol·K)],\\
M = 0.0289644 [kg/mol],\\
L_0 = 6.49 / 1000 [K/m]
\)
考え方が合ってるのか完全には確証出来てないけれど、「補正」はこのように考えている:
- T0 を使わずに現実のその日の海水面気温を使う補正 (これが ISA+ モデル、のはず)
- 気圧の補正は、その日のある地点での気圧と実高度(正確な標高)の関係より、海水面気圧の1気圧からの差ΔPを「かさあげ」する
後者が今ひとつ自信がないんだけれども。のでワタシを信用し過ぎないで。
Python プログラムとしてはこんな感じになる:
1 # -*- coding: utf-8 -*-
2 import numpy as np
3 import math
4
5 # values bellow are at base=0 (<11km)
6 _P0 = 1013.25 # static pressure (Pa) at MSL
7 _T0 = 273.15 + 15 # standard temperature (K) at MSL
8 _L0 = 6.49 / 1000. # standard temperature lapse rate (K/m) in ISA
9 _R = 8.31432 # universal gas constant in N·m /(mol·K)
10 _g0 = 9.80665 # gravitational acceleration in m/s**2
11 _M = 0.0289644 # molar mass of Earth's air in kg/mol
12
13 #
14 def a2p(h, delta_T=0):
15 t = _T0 + delta_T
16 return _P0 * math.pow((t / (t + _L0 * h)), _g0*_M/(_R*_L0))
17 #
18 def p2a(p, hA, pA, delta_T=0):
19 delta_p = pA - a2p(hA, delta_T)
20
21 t = _T0 + delta_T
22 return (t / _L0) * (np.power((p - delta_p) / _P0, -_R*_L0/(_g0*_M)) - 1)
p2a の hA と pA が、これで言うところの「正確な標高データを持っている地点でのその標高とその際に観測した気圧」。
以下データは、石垣一夜城で記録したデータに、あとから基盤地図情報の正確な標高データを補ったもの:
1 time, lon, lat, alt(GPS), pressure, alt(pressure), elev(DEM5), grav_x, grav_y, grav_z, g_scalar
2 2016-08-10 13:14:34,139.144829,35.238317,40,1007.63,46.8,11.8,-2.116474,8.312668,4.740520,9.800634
3 2016-08-10 13:14:46,139.144863,35.238478,45,1007.65,46.7,11.9,-0.402226,1.417367,9.691729,9.803077
4 2016-08-10 13:14:53,139.144907,35.238561,47,1007.59,47.2,11.8,-0.545878,2.260126,9.528923,9.808493
5 2016-08-10 13:15:01,139.144971,35.238642,41,1007.58,47.3,11.7,-0.469264,3.045424,9.308656,9.805401
6 2016-08-10 13:15:09,139.145017,35.238728,40,1007.62,47.0,11.7,2.154782,2.729390,9.165004,9.802548
7 2016-08-10 13:15:16,139.145067,35.238826,39,1007.57,47.4,11.6,-2.681506,9.337387,-1.312023,9.802993
8 2016-08-10 13:15:19,139.145099,35.238873,38,1007.62,47.0,11.7,-1.580173,9.662998,-0.411803,9.800003
9 2016-08-10 13:15:29,139.145142,35.238962,39,1007.63,46.9,11.7,0.363919,9.500193,-2.403779,9.806337
10 2016-08-10 13:15:36,139.145175,35.239051,41,1007.59,47.2,11.6,-2.461239,9.155427,2.480393,9.799586
11 2016-08-10 13:15:40,139.145200,35.239089,42,1007.61,47.0,11.7,-0.957681,9.749189,-0.306458,9.800906
12 2016-08-10 13:16:24,139.145327,35.239126,42,1008.15,42.5,11.5,-1.800440,9.404425,2.116474,9.806337
13 2016-08-10 13:16:28,139.145447,35.239139,44,1008.18,42.3,10.0,-1.608904,9.385271,2.327164,9.802427
14 2016-08-10 13:16:40,139.145503,35.239146,45,1008.17,42.4,9.0,-2.145205,9.509769,-1.082179,9.808605
15 2016-08-10 13:18:02,139.145538,35.239162,49,1008.21,42.0,8.4,-2.240973,9.481039,-1.072602,9.801150
16 2016-08-10 13:18:35,139.145643,35.239237,44,1008.39,40.5,8.1,1.991976,-8.705317,-4.031836,9.798276
17 2016-08-10 13:18:55,139.145864,35.239261,44,1008.44,40.1,7.3,1.264138,8.121132,5.343858,9.803451
18 2016-08-10 13:19:01,139.145892,35.239288,45,1008.50,39.6,7.0,6.971915,5.966351,3.476381,9.812755
19 2016-08-10 13:19:12,139.145857,35.239382,43,1008.36,40.8,7.2,-1.264138,8.753201,-4.223372,9.800686
20 2016-08-10 13:19:19,139.145856,35.239484,40,1008.33,41.0,7.0,-8.714894,1.580173,-4.194642,9.800069
21 2016-08-10 13:19:27,139.145845,35.239580,39,1008.33,41.0,6.8,-4.730943,-5.133168,-6.876147,9.798604
22 2016-08-10 13:19:38,139.145812,35.239676,36,1008.32,41.1,7.0,-9.069236,1.599327,-3.342306,9.796933
23 2016-08-10 13:19:42,139.145832,35.239734,38,1008.40,40.4,6.9,-9.050082,2.231396,-3.016694,9.797120
24 2016-08-10 13:19:48,139.145819,35.239823,36,1008.37,40.7,6.9,2.154782,-9.299079,2.221819,9.800634
25 2016-08-10 13:19:53,139.145812,35.239925,40,1008.33,41.0,7.2,2.078167,0.105345,9.586384,9.809619
26 2016-08-10 13:19:59,139.145823,35.240023,42,1008.38,40.6,7.2,6.426037,-7.402872,-0.076614,9.803180
27 2016-08-10 13:20:02,139.145843,35.240079,42,1008.34,40.9,7.6,6.148310,-7.575254,-0.928950,9.800466
28 2016-08-10 13:20:13,139.145855,35.240175,43,1008.35,40.9,7.9,-7.029376,-1.963245,6.540959,9.800541
29 2016-08-10 13:20:20,139.145885,35.240275,44,1008.35,40.8,7.4,5.774815,-6.110003,5.037400,9.800817
30 2016-08-10 13:20:24,139.145901,35.240295,44,1008.28,41.4,7.4,7.920019,-5.477933,-1.800440,9.796736
31 2016-08-10 13:20:30,139.145994,35.240359,45,1008.40,40.5,6.6,-2.126051,-3.754108,8.801085,9.801659
32 2016-08-10 13:20:41,139.146071,35.240432,47,1008.31,41.1,6.5,-4.041412,0.670376,-8.906430,9.803414
33 2016-08-10 13:20:43,139.146097,35.240491,45,1008.27,41.5,6.6,-3.725378,1.063026,-9.002198,9.800410
34 2016-08-10 13:20:49,139.146105,35.240581,47,1008.42,40.2,6.6,9.643845,-0.028730,-1.781286,9.807015
35 2016-08-10 13:20:54,139.146189,35.240655,43,1008.30,41.3,6.7,-5.161899,1.359907,8.216900,9.798571
36 2016-08-10 13:21:00,139.146307,35.240700,43,1008.34,40.9,6.9,2.202666,2.815581,-9.126697,9.801828
37 2016-08-10 13:21:03,139.146342,35.240725,42,1008.39,40.5,6.9,0.210690,-0.670376,-9.777920,9.803138
38 2016-08-10 13:21:07,139.146443,35.240772,44,1008.30,41.3,6.8,8.925584,0.861913,-3.964798,9.804517
39 2016-08-10 13:21:22,139.146436,35.240857,0,1008.35,40.9,6.9,-0.574608,9.375694,2.796427,9.800705
40 2016-08-10 13:21:44,139.146436,35.240857,0,1008.32,41.1,6.9,-1.398214,9.318233,2.710236,9.804584
41 2016-08-10 13:24:08,139.146313,35.240836,33,1008.33,41.0,6.7,-4.357447,8.571242,1.886631,9.798618
42 2016-08-10 13:25:12,139.146294,35.240770,41,1008.31,41.2,6.8,-3.275268,8.647857,3.256114,9.803830
43 2016-08-10 13:26:04,139.146284,35.240749,43,1008.29,41.3,6.8,-2.173935,9.519346,-0.861913,9.802390
44 2016-08-10 13:28:57,139.146302,35.240756,51,1008.27,41.5,6.8,-1.675941,9.356541,2.403779,9.804682
45 2016-08-10 13:29:19,139.146237,35.240829,48,1008.20,42.1,6.7,7.307104,-2.288857,6.129156,9.808118
46 2016-08-10 13:29:26,139.146206,35.240920,45,1008.25,41.7,6.7,9.576807,-1.829170,1.024718,9.803629
47 2016-08-10 13:29:27,139.146212,35.240935,44,1008.10,42.9,6.7,9.768343,-0.555455,-0.296881,9.788626
48 2016-08-10 13:29:42,139.146266,35.241021,43,1008.20,42.1,6.7,-8.896853,0.545878,4.060566,9.794906
49 2016-08-10 13:29:51,139.146313,35.241070,44,1008.11,42.8,6.8,3.495534,0.699107,9.136273,9.807089
50 2016-08-10 13:30:08,139.146317,35.241088,43,1007.77,45.7,6.8,-0.363919,8.456321,4.951209,9.805930
51 2016-08-10 13:30:29,139.146255,35.241147,41,1007.75,45.9,8.5,-4.462792,-4.558560,7.441179,9.801435
52 2016-08-10 13:30:41,139.146259,35.241199,36,1008.11,42.8,11.3,7.335834,-2.202666,6.119579,9.803849
53 2016-08-10 13:30:49,139.146193,35.241275,33,1008.19,42.2,12.2,0.105345,1.886631,9.624691,9.808422
54 2016-08-10 13:30:58,139.146116,35.241342,37,1008.21,42.0,8.8,-0.143652,0.000000,9.806650,9.807702
55 2016-08-10 13:31:09,139.145991,35.241378,41,1008.09,43.0,7.6,-0.746991,2.078167,9.557653,9.809460
56 2016-08-10 13:31:16,139.145891,35.241418,43,1008.09,43.0,8.0,-0.478840,2.432509,9.490616,9.809086
57 2016-08-10 13:31:31,139.145736,35.241500,44,1007.99,43.8,8.6,-8.025364,5.631162,0.076614,9.804199
58 2016-08-10 13:31:39,139.145620,35.241545,42,1007.90,44.6,8.9,-2.145205,9.327810,2.126051,9.804593
59 2016-08-10 13:31:41,139.145607,35.241551,41,1007.90,44.6,8.9,1.321599,9.672575,-0.919373,9.805640
60 2016-08-10 13:31:47,139.145497,35.241586,41,1007.97,44.0,9.5,-2.633622,8.705317,3.658340,9.803161
61 2016-08-10 13:31:53,139.145381,35.241568,40,1007.87,44.9,10.3,-1.340753,9.595961,1.503559,9.805140
62 2016-08-10 13:32:01,139.145270,35.241596,38,1007.75,45.9,10.3,-1.637634,9.481039,1.886631,9.804658
63 2016-08-10 13:32:08,139.145175,35.241648,42,1007.77,45.7,11.0,1.484405,9.260772,-2.853889,9.803572
64 2016-08-10 13:32:17,139.145074,35.241704,42,1007.64,46.8,11.3,1.532289,8.705317,-4.252102,9.808712
65 2016-08-10 13:32:21,139.145010,35.241711,42,1007.64,46.8,11.3,-1.991976,9.385271,2.001553,9.800892
66 2016-08-10 13:32:28,139.144894,35.241725,40,1007.50,48.0,11.5,-1.608904,9.595961,1.244985,9.809231
67 2016-08-10 13:32:33,139.144789,35.241798,42,1007.57,47.4,11.6,2.413355,8.714894,-3.782839,9.802221
68 2016-08-10 13:32:38,139.144709,35.241861,44,1007.64,46.8,11.6,2.461239,7.977480,-5.142745,9.805392
69 2016-08-10 13:32:41,139.144662,35.241876,44,1007.74,46.0,11.8,-0.478840,9.758766,0.881066,9.810152
70 2016-08-10 13:32:46,139.144553,35.241900,44,1007.54,47.6,12.1,1.953669,9.327810,-2.298434,9.803452
71 2016-08-10 13:32:54,139.144446,35.241925,41,1007.51,47.8,12.1,3.466804,7.489063,-5.305551,9.810895
72 2016-08-10 13:33:10,139.144328,35.241863,45,1007.56,47.5,12.4,-7.536947,-2.566584,-5.707777,9.796512
73 2016-08-10 13:33:15,139.144299,35.241759,44,1007.55,47.5,12.6,-1.225831,9.050082,3.572149,9.806472
74 2016-08-10 13:33:22,139.144268,35.241661,45,1007.26,49.9,13.5,-1.082179,9.739613,0.373495,9.806664
75 2016-08-10 13:33:32,139.144196,35.241591,43,1007.35,49.2,14.3,-3.074155,6.742072,-6.416461,9.801884
76 2016-08-10 13:33:40,139.144152,35.241497,44,1007.23,50.2,14.8,-4.386178,-8.753201,0.153229,9.791862
77 2016-08-10 13:33:41,139.144141,35.241491,42,1007.29,49.7,14.8,-3.351882,-9.097966,1.417367,9.798828
78 2016-08-10 13:33:49,139.144022,35.241474,41,1007.17,50.7,15.7,0.986411,4.453215,-8.676587,9.802413
79 2016-08-10 13:33:57,139.143911,35.241515,41,1007.04,51.8,16.3,2.422932,2.825158,9.069236,9.803222
80 2016-08-10 13:34:02,139.143796,35.241503,46,1007.06,51.6,17.0,0.660800,-7.412448,6.378153,9.801117
81 2016-08-10 13:34:08,139.143682,35.241488,50,1006.98,52.3,17.7,8.427590,4.338294,-2.528277,9.810059
82 2016-08-10 13:34:15,139.143571,35.241458,51,1006.94,52.6,18.5,7.220912,2.145205,6.272809,9.802633
83 2016-08-10 13:34:22,139.143478,35.241419,54,1006.77,54.0,19.2,8.638280,4.625597,0.296881,9.803273
84 2016-08-10 13:34:30,139.143367,35.241389,57,1006.69,54.7,19.8,9.232041,-2.987964,-1.379060,9.801037
85 2016-08-10 13:34:36,139.143256,35.241357,56,1006.67,54.9,20.5,9.500193,-0.670376,-2.336741,9.806295
86 2016-08-10 13:34:42,139.143067,35.241372,0,1006.48,56.5,22.8,9.318233,2.748544,1.302446,9.802058
87 2016-08-10 13:34:54,139.143074,35.241420,44,1006.52,56.2,22.3,-4.960786,8.408437,-0.890643,9.803288
88 2016-08-10 13:34:59,139.142979,35.241487,49,1006.39,57.2,23.7,-5.401319,8.159439,0.497994,9.797892
89 2016-08-10 13:35:03,139.142948,35.241512,49,1006.21,58.7,23.7,-6.406884,6.330269,3.859453,9.798768
90 2016-08-10 13:35:12,139.142925,35.241601,51,1006.16,59.2,25.2,-5.564125,-4.884171,6.416461,9.797223
91 2016-08-10 13:35:23,139.142885,35.241704,52,1005.81,62.1,27.5,9.203311,0.258574,3.380613,9.807973
92 2016-08-10 13:35:29,139.142838,35.241795,51,1005.72,62.8,32.8,3.715801,-2.710236,-8.657434,9.803250
93 2016-08-10 13:35:40,139.142782,35.241878,53,1005.66,63.3,32.9,-1.359907,3.562572,9.030929,9.803007
94 2016-08-10 13:35:44,139.142782,35.241883,55,1005.65,63.4,32.9,1.417367,2.873042,9.270349,9.808296
95 2016-08-10 13:36:03,139.142738,35.241858,55,1005.36,65.9,35.8,2.394202,0.689530,9.481039,9.802946
96 2016-08-10 13:36:23,139.142693,35.241892,56,1005.27,66.6,36.0,9.730036,-0.201113,1.177947,9.803142
97 2016-08-10 13:36:43,139.142624,35.241929,56,1005.30,66.3,36.3,0.067038,3.217807,9.260772,9.804115
98 2016-08-10 13:36:54,139.142513,35.241947,55,1005.20,67.2,36.7,0.373495,3.964798,8.963891,9.808693
99 2016-08-10 13:37:03,139.142417,35.241935,55,1005.06,68.3,37.1,2.777274,3.955221,8.532935,9.806529
100 2016-08-10 13:37:12,139.142306,35.241910,58,1005.28,66.6,38.6,-4.472369,2.193089,8.446744,9.806080
101 2016-08-10 13:37:24,139.142192,35.241906,57,1004.75,70.9,38.1,-1.493982,9.279925,2.777274,9.801135
102 2016-08-10 13:37:32,139.142099,35.241840,57,1004.58,72.4,38.7,0.220267,-4.012682,8.935161,9.797307
103 2016-08-10 13:37:40,139.141992,35.241796,60,1004.42,73.7,43.2,-8.101978,5.391742,1.130063,9.797448
104 2016-08-10 13:37:44,139.141937,35.241756,58,1004.34,74.4,43.6,-7.948750,0.268151,5.726931,9.800625
105 2016-08-10 13:37:52,139.141831,35.241717,59,1004.22,75.4,45.1,-0.028730,-9.768343,0.766145,9.798384
106 2016-08-10 13:38:00,139.141718,35.241689,62,1004.22,75.4,47.3,0.095768,-9.710882,1.312023,9.799582
107 2016-08-10 13:38:07,139.141644,35.241665,59,1003.93,77.9,46.4,-2.873042,-9.165004,1.944092,9.799549
108 2016-08-10 13:38:16,139.141553,35.241606,61,1003.61,80.6,50.0,3.418920,0.574608,-9.174581,9.807758
109 2016-08-10 13:38:23,139.141451,35.241573,62,1003.57,80.9,52.9,-5.305551,-8.197746,0.708684,9.790513
110 2016-08-10 13:38:27,139.141404,35.241567,63,1003.60,80.6,52.9,-4.462792,-8.638280,1.139640,9.789544
111 2016-08-10 13:38:38,139.141289,35.241567,68,1003.34,82.8,54.5,8.178593,5.372589,-0.670376,9.808338
112 2016-08-10 13:38:46,139.141167,35.241570,74,1003.15,84.4,54.0,8.331821,2.212242,4.673482,9.805850
113 2016-08-10 13:38:48,139.141125,35.241567,74,1003.12,84.6,53.6,7.872135,1.934515,5.525817,9.810582
114 2016-08-10 13:38:57,139.141019,35.241543,71,1002.97,85.9,53.9,8.379706,2.901772,4.185065,9.805842
115 2016-08-10 13:39:05,139.140929,35.241478,72,1002.71,88.1,57.5,5.908890,1.762132,7.632715,9.812157
116 2016-08-10 13:39:08,139.140914,35.241472,74,1002.83,87.0,57.1,2.671929,8.111555,4.817134,9.805168
117 2016-08-10 13:39:18,139.140785,35.241489,79,1002.68,88.3,58.2,6.981492,5.612009,3.993528,9.807351
118 2016-08-10 13:39:26,139.140668,35.241459,79,1002.38,90.9,62.9,4.060566,8.896853,-0.746991,9.808170
119 2016-08-10 13:39:27,139.140650,35.241469,78,1002.24,92.0,62.9,-1.379060,9.586384,-1.503559,9.801084
120 2016-08-10 13:39:49,139.140538,35.241502,82,1002.33,91.2,60.8,-9.174581,1.292869,3.179500,9.795594
121 2016-08-10 13:39:53,139.140405,35.241493,82,1001.90,94.9,62.8,-0.440533,-4.797980,-8.532935,9.799269
122 2016-08-10 13:39:58,139.140282,35.241498,82,1001.93,94.6,62.8,-2.978387,8.015787,-4.797980,9.805317
123 2016-08-10 13:40:08,139.140195,35.241483,81,1001.77,96.0,65.8,-0.823605,-3.581726,9.088389,9.803362
124 2016-08-10 13:40:46,139.140159,35.241472,82,1001.58,97.6,65.8,8.983045,1.762132,3.505111,9.802347
125 2016-08-10 13:41:03,139.139944,35.241546,83,1001.53,98.0,66.2,-0.775721,2.106898,9.548077,9.808493
126 2016-08-10 13:41:05,139.139924,35.241557,84,1001.47,98.4,66.2,0.028730,1.273715,9.720459,9.803596
127 2016-08-10 13:41:26,139.139861,35.241603,90,1001.45,98.7,66.6,-0.622492,3.007117,9.318233,9.811204
128 2016-08-10 13:41:33,139.139777,35.241668,91,1001.37,99.3,66.3,6.378153,2.250550,7.096414,9.803311
129 2016-08-10 13:41:40,139.139693,35.241729,93,1001.34,99.6,67.6,-4.395754,6.540959,5.832275,9.804195
130 2016-08-10 13:41:47,139.139608,35.241768,94,1001.09,101.7,67.3,8.437167,2.920926,4.060566,9.808455
131 2016-08-10 13:41:54,139.139489,35.241762,92,1001.32,99.8,68.3,7.220912,5.324705,3.964798,9.808857
132 2016-08-10 13:42:02,139.139362,35.241772,93,1001.03,102.2,69.3,7.431602,-3.849876,5.104438,9.803343
133 2016-08-10 13:42:09,139.139281,35.241754,93,1000.97,102.7,69.6,2.308010,-3.533842,8.848969,9.804040
134 2016-08-10 13:42:16,139.139203,35.241687,92,1000.73,104.7,73.6,-5.832275,3.859453,-6.866570,9.801051
135 2016-08-10 13:42:23,139.139099,35.241650,90,1000.67,105.2,72.5,-3.763685,-7.680599,4.778827,9.797659
136 2016-08-10 13:42:30,139.138985,35.241633,92,1000.61,105.7,74.3,0.402226,-7.278373,6.540959,9.793909
137 2016-08-10 13:42:37,139.138879,35.241678,95,1000.65,105.4,73.1,5.726931,-7.067683,3.629610,9.794077
138 2016-08-10 13:42:45,139.138768,35.241727,98,1000.40,107.5,73.2,2.145205,1.130063,-9.528923,9.832564
139 2016-08-10 13:42:49,139.138696,35.241740,101,1000.45,107.0,73.6,2.346318,1.072602,-9.461885,9.807291
140 2016-08-10 13:42:56,139.138574,35.241748,106,1000.28,108.5,74.6,-4.022259,5.755661,-6.837840,9.801135
141 2016-08-10 13:43:06,139.138455,35.241753,107,1000.19,109.2,76.7,1.130063,9.605537,-1.637634,9.809446
142 2016-08-10 13:43:10,139.138417,35.241761,108,999.96,111.1,77.2,5.477933,5.813122,-5.688623,9.806150
143 2016-08-10 13:43:18,139.138290,35.241762,111,999.77,112.8,79.0,-7.948750,-4.089296,3.993528,9.790466
144 2016-08-10 13:43:30,139.138196,35.241745,111,999.58,114.4,79.8,-7.441179,3.859453,5.066131,9.794498
145 2016-08-10 13:43:38,139.138077,35.241741,111,999.40,115.9,81.2,4.242526,-8.226477,-3.208230,9.796259
146 2016-08-10 13:43:44,139.137958,35.241721,114,999.21,117.5,82.7,0.076614,7.910442,-5.793968,9.805663
147 2016-08-10 13:43:52,139.137853,35.241682,116,999.19,117.6,83.4,8.791509,4.290410,-0.746991,9.811026
148 2016-08-10 13:44:00,139.137744,35.241653,117,999.14,118.1,86.4,6.062119,7.412448,-2.106898,9.804728
149 2016-08-10 13:44:08,139.137665,35.241590,119,998.82,120.8,86.7,2.566584,7.297527,6.023811,9.804466
150 2016-08-10 13:44:10,139.137655,35.241591,120,998.79,121.0,86.7,1.790863,8.159439,5.142745,9.809764
151 2016-08-10 13:44:19,139.137585,35.241508,119,998.77,121.2,88.0,4.453215,-7.623138,4.252102,9.799170
152 2016-08-10 13:44:28,139.137532,35.241423,123,998.56,122.9,89.8,1.580173,-8.494628,4.616021,9.796086
153 2016-08-10 13:44:29,139.137527,35.241412,123,998.47,123.7,91.1,-3.055001,-6.119579,7.019799,9.801013
154 2016-08-10 13:44:37,139.137489,35.241320,126,998.28,125.3,91.6,-8.925584,-0.325611,-4.031836,9.799376
155 2016-08-10 13:44:45,139.137485,35.241218,130,998.23,125.7,93.0,-3.533842,7.584831,-5.104438,9.801682
156 2016-08-10 13:44:49,139.137471,35.241179,130,998.16,126.3,94.4,-6.742072,7.067683,-0.804452,9.800756
157 2016-08-10 13:44:57,139.137424,35.241094,131,997.89,128.6,95.3,3.485958,1.896208,-8.963891,9.803002
158 2016-08-10 13:45:10,139.137369,35.241019,129,997.89,128.6,97.7,-2.997540,9.241618,-1.302446,9.802506
159 2016-08-10 13:45:39,139.137360,35.241028,129,997.92,128.4,96.7,-1.800440,9.500193,1.647211,9.808596
160 2016-08-10 13:45:50,139.137341,35.241032,131,997.92,128.3,96.7,-3.093309,9.222465,-1.216254,9.803147
161 2016-08-10 13:46:33,139.137340,35.241032,131,997.81,129.3,96.7,-4.692636,7.048530,4.932055,9.799376
162 2016-08-10 13:46:37,139.137271,35.240961,136,997.67,130.5,99.0,6.607996,6.550536,-3.102885,9.808314
163 2016-08-10 13:46:43,139.137179,35.240906,137,997.78,129.5,100.3,-7.182605,3.189077,5.659893,9.684752
164 2016-08-10 13:46:52,139.137074,35.240879,135,997.35,133.2,101.4,-7.738060,3.907337,4.568137,9.798609
165 2016-08-10 13:47:01,139.136957,35.240840,131,997.44,132.4,103.3,4.730943,0.268151,8.580819,9.802254
166 2016-08-10 13:47:07,139.136860,35.240783,132,997.13,135.0,104.7,7.613562,-0.105345,-6.177041,9.804756
167 2016-08-10 13:47:12,139.136853,35.240736,132,997.10,135.3,105.9,7.201759,-6.205771,-2.394202,9.803526
168 2016-08-10 13:47:23,139.136818,35.240648,133,996.72,138.4,106.4,5.937620,-7.690176,1.273715,9.798800
169 2016-08-10 13:47:30,139.136775,35.240561,133,996.53,140.0,108.4,-7.125144,-5.803545,3.399766,9.798328
170 2016-08-10 13:47:35,139.136680,35.240531,134,996.55,139.9,111.5,0.852336,-5.975927,7.718906,9.798964
171 2016-08-10 13:47:46,139.136580,35.240482,135,996.26,142.3,113.2,-5.056554,0.373495,-8.389283,9.802464
172 2016-08-10 13:47:55,139.136476,35.240463,139,996.17,143.1,114.8,8.456321,-1.675941,-4.663905,9.801538
173 2016-08-10 13:48:03,139.136353,35.240472,145,995.97,144.8,116.4,5.612009,0.526724,8.025364,9.807066
174 2016-08-10 13:48:10,139.136246,35.240446,147,995.89,145.4,119.5,8.532935,-1.340753,4.635174,9.802726
175 2016-08-10 13:48:14,139.136189,35.240440,145,995.87,145.6,120.0,4.797980,-1.130063,8.475474,9.804658
176 2016-08-10 13:48:25,139.136086,35.240475,144,995.54,148.4,121.4,-1.177947,7.565677,-6.129156,9.807833
177 2016-08-10 13:48:38,139.136016,35.240504,143,995.71,147.0,119.2,-5.181053,6.042965,5.717354,9.800452
178 2016-08-10 13:48:58,139.135971,35.240445,144,995.39,149.7,123.5,-6.722919,6.971915,1.513135,9.802796
179 2016-08-10 13:49:12,139.135711,35.240437,150,995.09,152.2,124.4,-3.543418,9.107543,-0.804452,9.805626
180 2016-08-10 13:49:26,139.135514,35.240347,148,994.99,153.0,125.5,1.417367,-2.413355,-9.394848,9.802876
181 2016-08-10 13:49:35,139.135444,35.240421,152,994.67,155.8,128.8,-4.845864,4.194642,-7.412448,9.799072
182 2016-08-10 13:49:40,139.135409,35.240440,153,994.64,156.0,127.1,0.775721,-1.398214,-9.672575,9.803849
183 2016-08-10 13:49:48,139.135301,35.240414,154,994.55,156.8,132.6,7.450756,-4.261679,4.730943,9.800892
184 2016-08-10 13:49:55,139.135201,35.240368,149,994.46,157.5,134.2,-6.349423,6.378153,-3.869030,9.796193
185 2016-08-10 13:50:04,139.135062,35.240330,152,994.05,161.0,132.5,-6.531382,6.042965,-4.098873,9.796792
186 2016-08-10 13:50:38,139.134971,35.240294,163,994.05,161.0,133.7,-0.277727,-1.465251,9.691729,9.805799
187 2016-08-10 13:51:00,139.134912,35.240282,166,993.95,161.8,133.8,-1.206678,9.595961,1.618480,9.806019
188 2016-08-10 13:51:06,139.134802,35.240244,168,993.88,162.5,135.3,-0.928950,9.385271,2.681506,9.804934
189 2016-08-10 13:51:20,139.134687,35.240205,165,993.49,165.7,136.8,0.995988,9.299079,-2.940080,9.803516
190 2016-08-10 13:51:26,139.134589,35.240158,166,993.36,166.8,138.0,1.704672,9.117120,-3.189077,9.808057
191 2016-08-10 13:51:36,139.134485,35.240114,167,993.24,167.9,139.2,0.181959,9.605537,1.944092,9.801987
192 2016-08-10 13:51:40,139.134440,35.240088,169,993.31,167.2,140.3,3.131616,7.642292,-5.286397,9.806000
193 2016-08-10 13:51:45,139.134338,35.240032,170,993.26,167.7,142.3,3.093309,9.040505,-2.193089,9.803516
194 2016-08-10 13:52:00,139.134280,35.240027,168,992.97,170.2,142.0,-3.246537,8.791509,2.873042,9.802296
195 2016-08-10 13:52:12,139.134166,35.239996,172,992.75,172.0,142.4,-0.316035,9.672575,-1.570596,9.804354
196 2016-08-10 13:52:17,139.134068,35.239946,170,992.64,172.9,143.8,-0.373495,9.662998,1.599327,9.801575
197 2016-08-10 13:52:19,139.134038,35.239919,172,992.76,171.9,144.5,0.919373,9.768343,0.067038,9.811741
198 2016-08-10 13:52:26,139.133972,35.239843,174,992.55,173.7,145.5,-7.594408,4.261679,-4.491522,9.798505
199 2016-08-10 13:52:33,139.133910,35.239755,175,992.50,174.1,146.7,0.114922,-4.654328,8.628703,9.804616
200 2016-08-10 13:52:36,139.133810,35.239717,177,992.38,175.1,147.8,4.941632,-7.345411,4.213795,9.804635
201 2016-08-10 13:52:40,139.133747,35.239712,177,992.51,174.0,148.4,-0.392649,-4.156334,8.868123,9.801678
202 2016-08-10 13:53:40,139.133752,35.239659,180,992.31,175.8,148.7,-0.746991,-8.111555,5.449203,9.800466
203 2016-08-10 13:53:53,139.133671,35.239583,180,992.04,178.0,149.9,-4.204218,4.539406,7.603985,9.803175
204 2016-08-10 13:53:58,139.133589,35.239510,181,992.06,177.8,151.4,-4.079720,8.906430,0.440533,9.806257
205 2016-08-10 13:53:59,139.133581,35.239497,182,991.95,178.8,151.4,-4.606444,8.647857,0.248997,9.801365
206 2016-08-10 13:54:08,139.133545,35.239402,185,991.90,179.2,152.4,-2.403779,0.986411,-9.452309,9.802923
207 2016-08-10 13:54:17,139.133520,35.239321,190,991.85,179.6,153.7,-5.238513,-2.030283,-8.025364,9.796455
208 2016-08-10 13:54:26,139.133484,35.239222,193,991.45,183.0,154.7,5.430049,-4.165911,-7.019799,9.803970
209 2016-08-10 13:54:33,139.133452,35.239130,195,991.44,183.0,156.1,-4.070143,-8.714894,1.905785,9.805481
210 2016-08-10 13:54:36,139.133410,35.239097,194,991.37,183.7,156.4,-5.305551,-7.967903,2.097321,9.799750
211 2016-08-10 13:54:44,139.133314,35.239041,195,991.19,185.2,157.7,-5.420473,6.789956,-4.539406,9.802614
212 2016-08-10 13:54:54,139.133220,35.238988,192,991.06,186.3,159.0,-6.732495,-2.288857,-6.742072,9.799025
213 2016-08-10 13:54:58,139.133170,35.238945,193,990.90,187.6,159.9,-2.509123,-7.594408,5.650316,9.792691
214 2016-08-10 13:55:07,139.133100,35.238868,194,990.90,187.7,160.0,-1.168370,-9.653421,1.187524,9.796114
215 2016-08-10 13:55:21,139.133043,35.238845,194,990.81,188.4,161.8,-1.570596,9.423578,2.193089,9.802053
216 2016-08-10 13:55:40,139.133037,35.238827,195,990.88,187.8,161.8,-2.461239,9.471462,0.603339,9.804607
217 2016-08-10 13:56:01,139.133037,35.238826,195,990.79,188.6,161.8,-2.442086,9.461885,-0.775721,9.802694
218 2016-08-10 13:56:16,139.132934,35.238792,197,990.57,190.4,162.8,-2.154782,3.878607,-8.743625,9.804981
219 2016-08-10 13:56:20,139.132887,35.238765,199,990.51,191.0,164.0,-4.367024,5.315128,-6.981492,9.801159
220 2016-08-10 13:56:28,139.132812,35.238692,196,990.43,191.6,165.4,-4.922479,-3.849876,-7.546524,9.798080
221 2016-08-10 13:56:36,139.132721,35.238634,197,990.28,192.9,166.2,-3.217807,-7.441179,-5.497087,9.795070
222 2016-08-10 13:56:42,139.132683,35.238610,202,990.16,193.9,167.2,0.565032,7.565677,-6.215348,9.807613
223 2016-08-10 13:56:50,139.132602,35.238545,206,990.03,195.0,168.1,3.112462,-7.431602,5.573701,9.797054
224 2016-08-10 13:56:55,139.132545,35.238466,206,990.02,195.1,166.0,4.606444,8.657434,-0.095768,9.807123
225 2016-08-10 13:57:01,139.132495,35.238422,208,989.79,197.1,167.5,4.577713,8.628703,0.833182,9.803273
226 2016-08-10 13:57:14,139.132404,35.238362,204,989.65,198.3,171.0,8.609550,4.683059,-0.383072,9.808268
227 2016-08-10 13:57:21,139.132319,35.238308,205,989.61,198.5,171.5,9.500193,2.317587,-0.727837,9.805846
228 2016-08-10 13:57:31,139.132246,35.238230,205,989.48,199.7,173.7,-9.423578,1.944092,1.848324,9.797940
229 2016-08-10 13:57:37,139.132181,35.238147,209,989.33,201.0,174.3,-8.954314,1.599327,-3.639187,9.797003
230 2016-08-10 13:57:44,139.132140,35.238118,207,989.35,200.8,175.3,-6.876147,-4.481946,-5.343858,9.794185
231 2016-08-10 13:58:19,139.132052,35.238130,211,989.34,200.9,175.9,-4.730943,2.595315,8.188169,9.806304
232 2016-08-10 13:59:21,139.132059,35.238130,211,989.39,200.5,175.9,-2.432509,5.200206,7.948750,9.805196
233 2016-08-10 13:59:42,139.132059,35.238129,211,989.30,201.2,175.9,-2.250550,5.487510,7.805098,9.802923
234 2016-08-10 14:00:40,139.132060,35.238129,211,989.31,201.2,175.9,-2.202666,5.123591,8.063671,9.804372
235 2016-08-10 14:00:59,139.132060,35.238129,211,989.33,200.9,175.9,-1.838747,5.209783,8.101978,9.806369
236 2016-08-10 14:01:20,139.132059,35.238129,211,989.30,201.2,175.9,-1.474828,4.979939,8.312668,9.801804
237 2016-08-10 14:01:43,139.132059,35.238128,211,989.30,201.2,175.9,-3.093309,5.497087,7.508216,9.806112
238 2016-08-10 14:02:03,139.132042,35.238114,210,989.31,201.1,175.9,-3.007117,5.401319,7.613562,9.807310
239 2016-08-10 14:02:25,139.132056,35.238089,213,989.22,201.9,175.9,-2.394202,9.366117,1.647211,9.806613
240 2016-08-10 14:02:55,139.132005,35.237996,219,988.86,205.0,177.3,5.956774,4.376601,6.445191,9.807052
241 2016-08-10 14:03:00,139.131919,35.237938,215,988.83,205.2,178.6,8.350976,5.008670,1.197101,9.811148
242 2016-08-10 14:03:11,139.131802,35.237931,214,988.79,205.6,179.9,-3.715801,9.069236,-0.354342,9.807333
243 2016-08-10 14:03:21,139.131680,35.237918,218,988.57,207.4,181.1,0.497994,8.657434,-4.568137,9.801379
244 2016-08-10 14:03:25,139.131585,35.237845,218,988.59,207.3,181.7,7.173028,5.525817,3.773262,9.809409
245 2016-08-10 14:03:28,139.131515,35.237752,219,988.33,209.4,183.2,7.125144,-0.785298,6.684611,9.801449
246 2016-08-10 14:03:35,139.131432,35.237677,220,988.27,210.0,184.8,-4.194642,-5.458780,-6.971915,9.798005
247 2016-08-10 14:03:47,139.131369,35.237620,222,988.22,210.4,185.8,-5.880159,-4.232949,-6.598420,9.799657
248 2016-08-10 14:03:53,139.131294,35.237536,221,987.98,212.4,187.2,-9.701305,-0.488417,1.273715,9.796746
249 2016-08-10 14:04:03,139.131256,35.237445,223,987.80,213.9,189.9,-7.096414,5.583278,3.801992,9.797307
250 2016-08-10 14:04:03,139.131249,35.237439,222,987.73,214.6,189.0,-5.535394,6.914454,-4.204218,9.804373
251 2016-08-10 14:04:13,139.131176,35.237357,218,987.79,214.0,191.8,-8.638280,-3.533842,2.978387,9.796872
252 2016-08-10 14:04:24,139.131109,35.237275,226,987.43,217.1,192.6,8.446744,-3.897760,-3.083732,9.800481
253 2016-08-10 14:04:33,139.131046,35.237201,224,987.26,218.6,193.4,4.654328,-6.196194,6.004658,9.803648
254 2016-08-10 14:04:38,139.130977,35.237125,224,987.36,217.7,195.9,0.948104,4.999093,8.379706,9.803536
255 2016-08-10 14:04:42,139.130973,35.237102,221,987.25,218.6,195.9,-1.599327,9.662998,0.507571,9.807600
256 2016-08-10 14:05:02,139.130922,35.237042,223,987.11,219.8,196.4,2.997540,8.207323,4.443638,9.802618
257 2016-08-10 14:05:23,139.130919,35.237036,227,986.94,221.3,196.4,-1.991976,9.155427,-2.901772,9.808674
258 2016-08-10 14:05:45,139.130902,35.236737,232,986.52,224.8,200.3,3.150769,0.076614,-9.289502,9.809591
259 2016-08-10 14:05:58,139.130886,35.236644,239,986.53,224.8,200.6,1.513135,-9.385271,2.384625,9.800986
260 2016-08-10 14:06:25,139.130910,35.236636,241,986.49,225.0,200.6,-2.202666,9.471462,-1.235408,9.802376
261 2016-08-10 14:06:57,139.130814,35.236481,247,986.34,226.4,201.4,-4.118027,8.887277,-0.497994,9.807641
262 2016-08-10 14:07:05,139.130750,35.236421,245,986.33,226.5,201.8,-4.750096,8.159439,2.643199,9.804405
263 2016-08-10 14:07:16,139.130677,35.236343,239,986.25,227.1,202.3,-2.432509,6.742072,6.684611,9.800850
264 2016-08-10 14:07:33,139.130588,35.236198,239,986.11,228.3,203.2,7.891289,5.698200,-1.177947,9.804564
265 2016-08-10 14:07:41,139.130515,35.236130,239,986.14,228.1,204.1,8.216900,5.257667,-0.986411,9.804770
266 2016-08-10 14:07:46,139.130484,35.236093,239,986.02,229.1,204.1,9.509769,2.317587,-0.555455,9.803849
267 2016-08-10 14:07:50,139.130489,35.235992,240,986.12,228.2,204.6,-9.212888,-3.093309,-1.206678,9.792953
268 2016-08-10 14:08:02,139.130414,35.235909,240,985.98,229.4,205.0,-6.569689,4.759673,-5.497087,9.799657
269 2016-08-10 14:08:05,139.130395,35.235867,242,985.87,230.4,205.2,-8.714894,4.232949,-1.455675,9.797256
270 2016-08-10 14:08:16,139.130342,35.235775,237,985.93,229.9,206.3,-8.044518,-0.948104,5.516241,9.800106
271 2016-08-10 14:08:24,139.130263,35.235713,236,985.78,231.2,206.8,-5.573701,-2.068590,7.785944,9.796231
272 2016-08-10 14:08:37,139.130186,35.235641,236,985.73,231.5,207.7,6.301539,-7.259220,-1.896208,9.798024
273 2016-08-10 14:08:59,139.130063,35.235495,237,985.45,233.9,209.5,5.631162,-0.555455,8.015787,9.811797
274 2016-08-10 14:09:04,139.130005,35.235470,239,985.41,234.3,210.3,5.363012,-1.312023,8.101978,9.804354
275 2016-08-10 14:09:14,139.129899,35.235436,241,985.40,234.3,211.6,-0.411803,4.654328,8.619126,9.804167
276 2016-08-10 14:09:24,139.129868,35.235417,239,985.20,236.0,211.6,-2.987964,7.958326,4.874595,9.799212
277 2016-08-10 14:09:45,139.129855,35.235359,241,984.88,238.8,212.5,3.600879,6.646304,-6.244078,9.804499
278 2016-08-10 14:09:54,139.129818,35.235261,251,984.74,240.0,214.1,4.012682,7.115568,-5.430049,9.809096
279 2016-08-10 14:10:02,139.129766,35.235174,253,984.85,239.1,215.7,-3.533842,8.791509,2.518700,9.804209
280 2016-08-10 14:10:05,139.129768,35.235103,253,984.59,241.3,216.6,-3.150769,9.059659,2.030283,9.804429
281 2016-08-10 14:10:12,139.129727,35.235015,250,984.55,241.6,217.6,-0.430956,-0.478840,9.787497,9.808675
282 2016-08-10 14:10:21,139.129724,35.234924,250,984.48,242.2,219.8,-6.148310,3.275268,6.895301,9.801748
283 2016-08-10 14:10:24,139.129716,35.234869,248,984.41,242.8,220.7,-3.955221,6.426037,6.253655,9.800303
284 2016-08-10 14:10:37,139.129604,35.234825,251,984.30,243.7,220.9,4.070143,8.446744,-2.863465,9.803723
285 2016-08-10 14:10:44,139.129510,35.234802,252,984.15,245.0,221.9,6.320693,7.498640,0.153229,9.808375
286 2016-08-10 14:11:00,139.129424,35.234745,260,984.05,245.8,222.4,7.651869,6.052542,0.986411,9.805986
287 2016-08-10 14:11:05,139.129417,35.234736,260,983.93,246.9,222.4,6.617573,7.000646,1.829170,9.805467
288 2016-08-10 14:11:16,139.129303,35.234701,256,983.87,247.4,223.3,-8.101978,-2.873042,-4.692636,9.793735
289 2016-08-10 14:11:22,139.129210,35.234625,259,983.78,248.2,224.2,-5.851429,-3.926491,-6.799533,9.792354
290 2016-08-10 14:11:26,139.129170,35.234581,261,983.83,247.8,224.7,7.125144,6.244078,-2.528277,9.805528
291 2016-08-10 14:11:32,139.129109,35.234499,262,983.70,248.9,224.7,0.383072,5.908890,7.814674,9.804635
292 2016-08-10 14:12:30,139.129062,35.234459,265,983.76,248.3,225.1,-0.067038,9.777920,0.737414,9.805916
293 2016-08-10 14:12:35,139.128963,35.234419,265,983.73,248.6,225.4,-0.047884,9.768343,0.861913,9.806412
294 2016-08-10 14:12:38,139.129023,35.234292,266,983.74,248.5,225.4,-2.643199,9.346964,1.340753,9.805603
295 2016-08-10 14:12:48,139.129037,35.234346,264,983.77,248.3,225.1,-0.593762,9.768343,0.679953,9.809965
296 2016-08-10 14:13:05,139.129013,35.234354,259,983.66,249.2,225.4,-7.814674,4.778827,3.485958,9.800930
297 2016-08-10 14:13:13,139.128991,35.234259,264,983.70,248.9,225.8,-2.183512,3.524265,8.887277,9.806725
298 2016-08-10 14:13:26,139.128985,35.234214,264,983.70,248.9,225.9,-5.535394,-0.517148,8.073248,9.802314
299 2016-08-10 14:16:27,139.129033,35.234163,261,983.80,248.0,225.8,-3.888184,8.925584,1.149217,9.803301
300 2016-08-10 14:16:38,139.129076,35.234076,259,983.71,248.8,225.8,7.431602,4.759673,4.261679,9.800261
301 2016-08-10 14:16:48,139.129036,35.234038,259,983.70,248.8,226.6,2.116474,9.557653,-0.517148,9.802839
302 2016-08-10 14:16:58,139.129062,35.233947,260,983.61,249.6,227.0,7.211336,6.033388,2.777274,9.803998
303 2016-08-10 14:17:08,139.129074,35.233892,262,983.59,249.8,227.0,-1.130063,8.580819,4.616021,9.808932
304 2016-08-10 14:17:20,139.129132,35.233808,265,983.69,249.0,227.1,2.240973,9.059659,3.026271,9.811101
305 2016-08-10 14:17:27,139.129114,35.233730,265,983.36,251.7,228.0,5.746084,7.776367,1.666364,9.811531
306 2016-08-10 14:17:42,139.129043,35.233650,265,983.11,253.9,231.3,0.718261,6.991069,-6.837840,9.805458
307 2016-08-10 14:18:07,139.129026,35.233622,270,983.08,254.1,231.3,-7.833828,4.453215,3.849876,9.799058
308 2016-08-10 14:19:28,139.129082,35.233509,274,983.14,253.6,231.6,-8.753201,3.696647,2.384625,9.796437
309 2016-08-10 14:20:06,139.129097,35.233463,273,983.16,253.5,231.7,-0.402226,0.660800,9.777920,9.808474
310 2016-08-10 14:23:51,139.129097,35.233463,273,983.09,254.0,231.7,0.258574,0.545878,9.787497,9.806117
311 2016-08-10 14:24:13,139.129100,35.233468,273,983.06,254.3,231.7,0.258574,4.587290,8.667010,9.809544
312 2016-08-10 14:25:53,139.129086,35.233465,271,983.14,253.6,231.7,1.484405,2.154782,9.452309,9.807787
313 2016-08-10 14:27:33,139.129086,35.233465,271,983.12,253.8,231.7,1.541866,1.944092,9.490616,9.809619
314 2016-08-10 14:28:13,139.129089,35.233447,267,983.10,254.0,231.7,1.675941,1.934515,9.471462,9.811204
315 2016-08-10 14:28:34,139.129088,35.233448,267,983.09,254.0,231.7,1.599327,1.896208,9.490616,9.809446
316 2016-08-10 14:28:54,139.129088,35.233448,268,983.10,253.9,231.7,-7.077260,-1.972822,6.483498,9.798744
317 2016-08-10 14:29:14,139.129087,35.233447,268,983.10,254.0,231.7,-7.029376,-1.982399,6.531382,9.798009
318 2016-08-10 14:29:35,139.129087,35.233447,268,983.09,254.0,231.7,-6.962338,-1.982399,6.607996,9.801514
319 2016-08-10 14:30:35,139.129088,35.233447,268,983.00,254.8,231.7,-0.373495,2.183512,9.548077,9.801683
320 2016-08-10 14:36:38,139.129088,35.233447,268,983.12,253.8,231.7,1.752556,2.786851,9.241618,9.810479
321 2016-08-10 14:38:37,139.129089,35.233810,271,983.48,250.7,227.4,1.723825,-7.814674,5.659893,9.801791
322 2016-08-10 14:38:46,139.129131,35.233894,275,983.48,250.7,226.4,1.628057,-5.449203,7.987057,9.804971
323 2016-08-10 14:38:54,139.129107,35.233990,274,983.47,250.8,226.6,-0.622492,5.564125,8.044518,9.801084
324 2016-08-10 14:39:20,139.129025,35.234202,270,983.69,248.9,225.6,7.958326,-5.707777,0.335188,9.799287
325 2016-08-10 14:39:33,139.128981,35.234293,269,983.67,249.1,225.6,7.603985,-1.810017,5.928043,9.810119
326 2016-08-10 14:39:45,139.129029,35.234378,267,983.69,248.9,225.1,0.220267,1.024718,9.749189,9.805369
327 2016-08-10 14:39:50,139.129064,35.234473,267,983.71,248.8,225.1,6.722919,3.983952,-5.918467,9.802946
328 2016-08-10 14:40:01,139.129120,35.234553,267,983.73,248.6,224.9,8.456321,4.050989,2.882619,9.809657
329 2016-08-10 14:40:07,139.129109,35.234649,265,983.95,246.7,224.6,-3.706224,8.437167,3.342306,9.802698
330 2016-08-10 14:40:19,139.129091,35.234750,264,983.61,249.6,225.2,-7.718906,4.204218,4.338294,9.801926
331 2016-08-10 14:40:22,139.129074,35.234844,264,983.57,249.9,229.2,-8.073248,5.391742,1.340753,9.800298
332 2016-08-10 14:40:32,139.128979,35.234797,265,983.46,250.9,228.8,-5.257667,2.978387,-7.718906,9.802824
333 2016-08-10 14:41:02,139.128810,35.234999,272,983.08,254.1,234.4,-2.853889,9.375694,-0.067038,9.800654
334 2016-08-10 14:44:25,139.128800,35.235343,269,982.63,257.9,231.1,2.269703,9.509769,0.756568,9.806103
335 2016-08-10 14:44:46,139.128711,35.235407,267,983.07,254.2,230.5,1.436521,9.634268,-1.091756,9.801767
336 2016-08-10 14:44:49,139.128730,35.235501,268,983.05,254.4,230.7,3.821146,7.393295,-5.181053,9.803330
337 2016-08-10 14:45:09,139.128644,35.235672,269,982.70,257.3,234.4,4.941632,7.805098,-3.294421,9.807777
338 2016-08-10 14:45:25,139.128839,35.235755,271,982.40,260.0,228.1,4.299986,4.165911,7.766790,9.806515
339 2016-08-10 14:45:33,139.128799,35.235842,272,982.26,261.1,227.7,3.112462,4.702212,8.015787,9.800565
340 2016-08-10 14:45:35,139.128685,35.235887,272,982.33,260.5,234.0,2.260126,6.023811,7.402872,9.808006
341 2016-08-10 14:45:38,139.128496,35.235814,272,982.19,261.7,242.4,3.438074,5.631162,7.259220,9.809516
342 2016-08-10 14:45:41,139.128597,35.235867,272,982.06,262.8,239.7,3.936068,5.008670,7.460332,9.809993
343 2016-08-10 14:45:42,139.128954,35.235930,271,982.03,263.1,226.9,3.773262,5.276821,7.354988,9.807048
344 2016-08-10 14:45:49,139.128915,35.236015,274,982.00,263.4,228.5,4.635174,6.023811,6.196194,9.806323
345 2016-08-10 14:45:54,139.128849,35.236099,277,981.93,263.9,236.6,2.250550,4.587290,8.370130,9.806491
346 2016-08-10 14:46:00,139.128839,35.236197,273,982.06,262.8,240.0,8.188169,4.616021,-2.786851,9.804096
347 2016-08-10 14:46:07,139.128727,35.236238,275,981.84,264.7,241.4,-9.500193,0.450110,-2.336741,9.793703
348 2016-08-10 14:46:09,139.128599,35.236239,287,981.79,265.2,241.9,-7.977480,2.537854,-5.085284,9.794948
349 2016-08-10 14:46:13,139.128483,35.236237,289,981.84,264.7,242.5,-9.643845,-1.005565,-1.407791,9.797794
350 2016-08-10 14:46:19,139.128405,35.236169,279,981.78,265.2,242.8,-9.500193,-1.819593,1.513135,9.790514
351 2016-08-10 14:46:24,139.128346,35.236091,278,981.79,265.1,243.4,-1.024718,-6.607996,-7.153875,9.792527
352 2016-08-10 14:46:26,139.128263,35.236021,278,981.63,266.5,243.6,-6.809110,6.512228,-2.691083,9.798725
353 2016-08-10 14:46:42,139.128164,35.235960,282,981.72,265.7,243.6,-6.684611,2.068590,6.856994,9.797013
354 2016-08-10 14:46:46,139.128072,35.235894,284,981.66,266.2,243.9,1.915361,-0.028730,9.615114,9.804073
355 2016-08-10 14:47:13,139.127947,35.235994,282,981.38,268.6,246.1,0.047884,1.407791,9.701305,9.803035
356 2016-08-10 14:47:26,139.127835,35.235990,284,981.03,271.6,249.0,-7.268796,-5.171476,4.050989,9.797453
357 2016-08-10 14:47:46,139.127782,35.235903,286,980.76,273.9,252.7,4.635174,-5.420473,-6.722919,9.801224
358 2016-08-10 14:47:57,139.127685,35.235850,288,980.58,275.4,254.8,3.945644,-7.967903,-4.127604,9.802688
359 2016-08-10 14:48:09,139.127585,35.235794,288,980.34,277.5,254.8,2.193089,-9.519346,0.746991,9.797223
360 2016-08-10 14:48:15,139.127498,35.235721,286,980.27,278.1,256.7,-2.691083,6.502652,6.828263,9.805691
361 2016-08-10 14:48:30,139.127504,35.235627,289,980.18,278.9,257.2,0.095768,7.010222,-6.856994,9.806669
362 2016-08-10 14:49:20,139.127635,35.235640,300,980.12,279.4,257.1,9.701305,0.344765,1.398214,9.807609
363 2016-08-10 14:49:29,139.127763,35.235648,297,980.14,279.3,256.9,9.797073,0.248997,0.450110,9.810568
364 2016-08-10 14:49:48,139.127807,35.235553,300,980.14,279.2,256.7,9.643845,0.067038,1.695095,9.791914
365 2016-08-10 14:49:54,139.127839,35.235466,302,980.22,278.6,256.6,8.753201,0.268151,4.405331,9.802927
366 2016-08-10 14:50:04,139.127890,35.235421,304,980.18,278.9,256.3,9.222465,0.086191,3.323152,9.803296
367 2016-08-10 14:50:14,139.127970,35.235356,302,980.25,278.3,255.3,9.586384,0.440533,2.030283,9.808918
368 2016-08-10 14:50:22,139.128021,35.235342,299,980.20,278.7,254.3,9.404425,0.229843,2.777274,9.808633
369 2016-08-10 14:51:03,139.128007,35.235410,294,980.20,278.7,255.4,9.777920,0.248997,0.746991,9.809572
370 2016-08-10 14:51:24,139.128013,35.235398,292,980.21,278.6,255.3,9.787497,-0.325611,0.536301,9.807585
371 2016-08-10 14:51:43,139.128014,35.235398,292,980.23,278.4,254.2,0.306458,9.528923,-2.288857,9.804752
372 2016-08-10 14:52:04,139.128014,35.235399,292,980.28,278.0,254.2,0.430956,9.787497,0.497994,9.809628
373 2016-08-10 14:52:23,139.128014,35.235399,292,980.28,278.1,254.2,-0.019154,9.768343,0.852336,9.805476
374 2016-08-10 14:53:25,139.128016,35.235397,292,980.21,278.6,254.2,0.823605,9.749189,0.603339,9.802502
375 2016-08-10 14:53:44,139.128016,35.235397,292,980.37,277.3,254.2,3.179500,9.241618,-0.852336,9.810362
376 2016-08-10 14:54:27,139.128014,35.235398,293,980.40,277.0,254.2,1.838747,9.136273,-3.045424,9.804442
377 2016-08-10 14:54:47,139.128013,35.235397,294,980.74,274.1,255.3,1.110910,9.040505,-3.629610,9.805046
378 2016-08-10 14:55:07,139.128092,35.235140,299,981.06,271.4,250.4,-0.076614,9.739613,-1.110910,9.803063
379 2016-08-10 14:55:19,139.128208,35.235152,298,981.32,269.2,247.2,7.077260,2.844312,-6.167464,9.808941
380 2016-08-10 14:55:33,139.128206,35.235031,290,981.32,269.1,246.2,-8.695741,4.481946,-0.507571,9.795987
381 2016-08-10 14:55:41,139.128104,35.234973,287,981.40,268.5,247.1,-0.526724,6.416461,-7.393295,9.803531
382 2016-08-10 14:55:52,139.128140,35.234919,288,981.76,265.3,245.1,-4.462792,8.178593,3.055001,9.805046
383 2016-08-10 14:56:00,139.128250,35.234947,285,981.86,264.6,243.4,1.628057,9.366117,-2.403779,9.805757
384 2016-08-10 14:56:10,139.128338,35.235005,284,981.99,263.4,242.7,5.439626,7.460332,-3.303998,9.806248
385 2016-08-10 14:56:12,139.128371,35.235044,283,981.98,263.5,243.1,3.466804,9.030929,-1.628057,9.809535
386 2016-08-10 14:56:35,139.128430,35.235073,286,982.28,261.0,242.6,-0.938527,9.739613,-0.699107,9.809671
387 2016-08-10 14:57:15,139.128458,35.235018,284,982.85,256.1,240.3,5.746084,5.861006,-5.363012,9.804630
388 2016-08-10 14:57:16,139.128727,35.234838,286,982.98,254.9,231.2,-4.558560,8.580819,1.312023,9.804710
389 2016-08-10 14:57:27,139.128849,35.234821,289,983.03,254.6,230.5,-4.472369,7.153875,4.979939,9.796928
390 2016-08-10 14:57:47,139.128907,35.234678,295,983.35,251.8,225.3,-0.114922,9.768343,0.871489,9.807814
391 2016-08-10 14:58:10,139.128876,35.234656,294,983.29,252.4,225.9,0.497994,9.768343,-0.718261,9.807366
392 2016-08-10 14:58:35,139.128827,35.234568,287,983.57,249.9,226.1,5.612009,7.316680,-3.342306,9.808132
393 2016-08-10 15:00:03,139.128747,35.234518,267,983.68,249.0,226.5,-3.026271,9.289502,-0.785298,9.801523
394 2016-08-10 15:03:10,139.128979,35.234790,261,983.77,248.2,227.4,3.093309,-7.163452,5.928043,9.799250
395 2016-08-10 15:03:25,139.129186,35.234790,259,983.95,246.7,224.1,-1.197101,9.720459,-0.574608,9.810736
396 2016-08-10 15:03:36,139.129275,35.234747,261,983.97,246.5,223.5,-6.770802,-4.510676,5.458780,9.797359
397 2016-08-10 15:03:55,139.129288,35.234710,262,983.94,246.8,223.5,-6.454768,-4.568137,5.784391,9.797504
398 2016-08-10 15:04:16,139.129294,35.234700,263,983.97,246.6,223.5,-5.525817,-4.836287,6.483498,9.795922
399 2016-08-10 15:04:38,139.129295,35.234698,264,983.97,246.5,223.9,-5.219360,-4.817134,6.742072,9.792958
400 2016-08-10 15:04:57,139.129297,35.234694,265,983.95,246.7,223.7,-5.468357,-4.750096,6.588843,9.791792
401 2016-08-10 15:05:19,139.129298,35.234692,265,983.94,246.8,223.7,-5.832275,-4.702212,6.311116,9.795735
402 2016-08-10 15:05:39,139.129297,35.234692,264,983.93,246.9,223.7,-5.104438,-4.721366,6.904878,9.799179
403 2016-08-10 15:07:38,139.129295,35.234692,265,983.94,246.8,223.9,-5.889736,-4.491522,6.406884,9.793412
404 2016-08-10 15:07:58,139.129295,35.234692,265,983.96,246.6,223.9,-5.908890,-4.692636,6.253655,9.800204
405 2016-08-10 15:08:20,139.129296,35.234692,265,983.98,246.5,223.9,-6.148310,-4.721366,5.985504,9.793839
406 2016-08-10 15:08:40,139.129296,35.234691,265,983.97,246.5,223.9,-6.148310,-4.587290,6.090849,9.795070
407 2016-08-10 15:10:18,139.129309,35.234686,265,984.09,245.5,223.7,-4.740520,8.571242,-0.507571,9.807974
408 2016-08-10 15:10:30,139.129631,35.234852,263,984.26,244.1,220.9,0.938527,9.538500,-2.078167,9.807272
409 2016-08-10 15:10:39,139.129705,35.234785,265,984.27,244.0,219.8,-4.252102,7.326257,-4.922479,9.797204
410 2016-08-10 15:10:40,139.129710,35.234781,264,984.25,244.1,219.8,-4.491522,6.809110,-5.439626,9.804452
411 2016-08-10 15:10:47,139.129715,35.234684,265,984.45,242.5,218.1,-6.426037,4.673482,5.736507,9.800148
412 2016-08-10 15:10:56,139.129708,35.234581,265,984.65,240.7,216.1,-0.354342,8.667010,4.568137,9.803596
413 2016-08-10 15:11:00,139.129714,35.234549,265,984.66,240.7,216.1,1.273715,9.021352,3.629610,9.807202
414 2016-08-10 15:11:09,139.129703,35.234429,264,984.98,238.0,214.3,7.527370,5.420473,3.179500,9.805715
415 2016-08-10 15:11:18,139.129708,35.234338,268,985.15,236.4,213.7,8.839393,4.156334,0.833182,9.803273
416 2016-08-10 15:11:27,139.129693,35.234243,267,985.54,233.2,214.5,-5.181053,0.679953,-8.293514,9.802450
417 2016-08-10 15:11:36,139.129738,35.234155,266,985.72,231.6,213.5,-1.321599,1.455675,-9.605537,9.804691
418 2016-08-10 15:11:43,139.129868,35.234142,264,985.88,230.2,208.4,-0.632069,0.488417,-9.777920,9.810493
419 2016-08-10 15:11:48,139.130001,35.234172,264,986.02,229.1,207.1,-3.974375,1.110910,-8.887277,9.798646
420 2016-08-10 15:11:58,139.130109,35.234134,261,986.39,226.0,207.1,-1.187524,0.574608,-9.720459,9.809572
421 2016-08-10 15:12:08,139.130214,35.234163,260,986.49,225.1,203.4,-4.558560,0.785298,-8.638280,9.798829
422 2016-08-10 15:12:17,139.130330,35.234179,258,986.72,223.1,201.1,-5.832275,0.469264,-7.862558,9.800789
423 2016-08-10 15:12:23,139.130450,35.234163,258,986.83,222.2,198.8,-3.811569,3.993528,8.101978,9.803998
424 2016-08-10 15:12:26,139.130556,35.234092,257,986.88,221.7,197.5,0.660800,7.508216,-6.272809,9.806023
425 2016-08-10 15:12:30,139.130687,35.234074,257,986.92,221.4,195.6,3.754108,-9.011775,-0.804452,9.795538
426 2016-08-10 15:12:41,139.130812,35.234064,254,987.19,219.1,193.0,-0.900220,-9.538500,-2.049437,9.797631
427 2016-08-10 15:12:46,139.130942,35.234060,254,987.27,218.4,193.9,-5.880159,5.717354,-5.372589,9.804546
428 2016-08-10 15:12:51,139.131024,35.233999,251,987.43,217.1,192.1,-7.125144,-1.254562,6.607996,9.798328
429 2016-08-10 15:13:10,139.130911,35.233926,234,987.85,213.5,190.9,6.799533,2.049437,6.761226,9.805509
430 2016-08-10 15:13:15,139.131027,35.233934,231,987.93,212.8,189.8,8.092402,0.220267,5.535394,9.806940
431 2016-08-10 15:13:22,139.131136,35.233889,229,988.08,211.6,187.8,8.312668,0.536301,5.171476,9.804704
432 2016-08-10 15:13:29,139.131251,35.233895,220,988.30,209.7,185.6,7.326257,1.177947,6.416461,9.809820
433 2016-08-10 15:13:38,139.131364,35.233836,214,988.45,208.5,184.8,-1.292869,2.853889,-9.289502,9.803624
434 2016-08-10 15:13:45,139.131470,35.233802,214,988.63,206.9,186.4,-3.476381,6.694188,-6.263232,9.804359
435 2016-08-10 15:13:54,139.131566,35.233861,214,988.88,204.8,182.2,-3.620033,8.408437,-3.505111,9.802666
436 2016-08-10 15:14:06,139.131695,35.233866,213,989.18,202.3,179.9,8.130709,4.472369,-3.169923,9.806065
437 2016-08-10 15:14:09,139.131790,35.233777,212,989.27,201.5,178.0,-5.995081,-1.388637,-7.623138,9.797017
438 2016-08-10 15:14:17,139.131987,35.233779,214,989.51,199.4,174.5,-8.245630,-3.074155,-4.299986,9.794423
439 2016-08-10 15:14:20,139.132131,35.233794,214,989.58,198.9,175.7,-9.701305,-1.206678,0.612916,9.795257
440 2016-08-10 15:14:26,139.132292,35.233804,217,989.66,198.2,177.7,-9.490616,-2.183512,1.024718,9.792322
441 2016-08-10 15:14:33,139.132308,35.233708,218,989.73,197.6,175.3,-6.722919,6.071695,3.725378,9.794976
442 2016-08-10 15:14:42,139.132196,35.233550,219,989.84,196.6,167.4,-5.928043,-7.757214,-0.785298,9.794527
443 2016-08-10 15:14:49,139.132238,35.233458,220,989.97,195.5,162.5,-6.943185,-5.525817,4.146757,9.794798
444 2016-08-10 15:14:54,139.132130,35.233394,219,989.96,195.6,164.7,-5.257667,-6.847417,4.625597,9.794199
445 2016-08-10 15:15:00,139.132037,35.233332,222,990.05,194.8,165.5,-7.230489,-4.414908,4.922479,9.798070
446 2016-08-10 15:15:01,139.132024,35.233325,223,990.07,194.7,166.8,-5.669470,-6.157887,5.085284,9.794007
447 2016-08-10 15:15:35,139.132046,35.233268,225,990.04,194.9,165.8,7.747637,0.038307,6.014235,9.808076
448 2016-08-10 15:15:40,139.132142,35.233336,217,990.16,193.9,164.1,8.398860,-0.028730,5.056554,9.803592
449 2016-08-10 15:15:49,139.132257,35.233298,210,990.20,193.6,165.3,-1.905785,-7.661446,5.803545,9.798515
450 2016-08-10 15:15:58,139.132366,35.233252,210,990.08,194.6,164.7,-6.675035,-6.943185,-1.771709,9.793000
451 2016-08-10 15:16:10,139.132520,35.233224,208,990.01,195.2,167.0,-5.181053,4.778827,-6.809110,9.800228
452 2016-08-10 15:16:15,139.132629,35.233199,213,990.19,193.6,166.2,-9.404425,-1.484405,2.288857,9.792116
453 2016-08-10 15:16:20,139.132742,35.233219,213,990.13,194.2,165.5,-9.203311,2.509123,-2.250550,9.801102
454 2016-08-10 15:16:28,139.132875,35.233284,217,990.21,193.5,159.0,-9.634268,1.752556,-0.201113,9.794438
455 2016-08-10 15:16:38,139.132997,35.233295,214,990.38,192.1,158.7,-5.257667,1.580173,8.121132,9.802693
456 2016-08-10 15:16:49,139.133221,35.233309,210,990.68,189.6,152.9,7.709330,3.294421,5.085284,9.805462
457 2016-08-10 15:17:00,139.133327,35.233270,202,990.89,187.7,156.5,4.912902,-6.703765,5.190629,9.798964
458 2016-08-10 15:17:11,139.133466,35.233327,200,991.19,185.2,151.6,-9.548077,1.953669,1.015141,9.798627
459 2016-08-10 15:17:18,139.133582,35.233289,203,991.38,183.6,154.8,-2.585738,6.770802,6.598420,9.801477
460 2016-08-10 15:17:28,139.133723,35.233183,198,991.52,182.4,155.6,2.461239,7.354988,-6.004658,9.808642
461 2016-08-10 15:17:36,139.133814,35.233126,198,991.74,180.6,156.1,-0.967257,8.188169,-5.315128,9.809806
462 2016-08-10 15:17:44,139.133862,35.233070,197,991.95,178.8,158.8,2.432509,2.480393,9.174581,9.810320
463 2016-08-10 15:17:49,139.133979,35.233056,198,992.02,178.1,156.0,7.220912,6.607996,0.622492,9.807889
464 2016-08-10 15:17:57,139.134089,35.233120,193,992.37,175.2,149.1,6.473921,7.345411,0.632069,9.811535
465 2016-08-10 15:18:01,139.134176,35.233177,192,992.45,174.5,146.1,8.992621,3.524265,-1.675941,9.802880
466 2016-08-10 15:18:07,139.134304,35.233218,190,992.56,173.6,142.7,1.513135,6.349423,7.316680,9.805027
467 2016-08-10 15:18:15,139.134397,35.233280,183,992.69,172.5,140.8,8.073248,5.477933,1.043872,9.811970
468 2016-08-10 15:18:22,139.134480,35.233300,181,993.06,169.4,140.4,-0.900220,-6.560112,-7.220912,9.797298
469 2016-08-10 15:18:31,139.134596,35.233337,176,993.14,168.7,136.2,8.370130,-1.063026,-4.989516,9.802263
470 2016-08-10 15:18:37,139.134706,35.233375,176,993.29,167.4,132.7,-8.820239,-1.149217,-4.108450,9.797789
471 2016-08-10 15:18:57,139.134900,35.233417,166,993.45,166.1,130.4,4.673482,-6.205771,-5.975927,9.801262
472 2016-08-10 15:19:02,139.134997,35.233431,169,993.48,165.8,131.0,3.763685,-5.803545,-6.943185,9.800728
473 2016-08-10 15:19:11,139.135121,35.233421,168,993.53,165.4,131.7,2.987964,-0.976834,9.289502,9.806986
474 2016-08-10 15:19:19,139.135236,35.233416,169,993.57,165.0,132.8,-1.819593,-2.030283,9.414001,9.800836
475 2016-08-10 15:19:36,139.135384,35.233415,170,993.70,163.9,135.0,0.603339,9.605537,-1.877054,9.805799
476 2016-08-10 15:19:41,139.135464,35.233508,171,993.71,163.9,131.0,-0.201113,9.739613,-1.120486,9.805916
477 2016-08-10 15:19:44,139.135503,35.233562,171,993.81,163.1,129.4,-0.794875,8.494628,4.836287,9.807151
478 2016-08-10 15:19:50,139.135603,35.233614,173,993.89,162.4,128.7,6.071695,-7.498640,-1.742979,9.804747
479 2016-08-10 15:19:59,139.135691,35.233682,177,993.93,162.0,128.2,7.383718,-4.118027,-4.960786,9.802389
480 2016-08-10 15:20:03,139.135750,35.233697,176,993.90,162.3,129.3,7.287950,-4.328717,-4.912902,9.797378
481 2016-08-10 15:20:09,139.135825,35.233765,178,994.06,160.9,128.1,5.918467,-2.978387,-7.220912,9.800031
482 2016-08-10 15:20:19,139.135935,35.233756,179,994.17,160.0,129.1,2.633622,-8.465898,-4.165911,9.796030
483 2016-08-10 15:20:39,139.136131,35.233768,179,994.36,158.4,129.6,-1.493982,9.605537,1.254562,9.801646
484 2016-08-10 15:20:52,139.136355,35.233871,179,994.66,155.8,128.3,-8.130709,-5.257667,-1.484405,9.795660
485 2016-08-10 15:20:57,139.136425,35.233952,179,994.66,155.8,126.4,-6.512228,-7.230489,-1.130063,9.796231
486 2016-08-10 15:21:15,139.136596,35.234058,173,995.16,151.6,122.9,0.995988,6.914454,6.876147,9.802197
487 2016-08-10 15:21:38,139.136725,35.234140,164,995.24,150.9,121.8,-7.374141,-2.059013,-6.119579,9.801364
488 2016-08-10 15:21:44,139.136721,35.234109,167,995.25,150.9,121.7,-1.762132,9.634268,-0.507571,9.807235
489 2016-08-10 15:23:25,139.136684,35.234081,167,995.25,150.9,121.8,-2.221819,9.481039,-1.139640,9.804354
490 2016-08-10 15:24:06,139.136685,35.234082,167,995.28,150.6,121.8,-7.852982,-1.264138,5.717354,9.795688
491 2016-08-10 15:24:26,139.136689,35.234078,167,995.29,150.5,121.8,-7.489063,-1.273715,6.186617,9.797073
492 2016-08-10 15:25:05,139.136689,35.234079,167,995.26,150.8,121.8,-3.303998,9.212888,-0.555455,9.803175
493 2016-08-10 15:25:26,139.136689,35.234080,167,995.29,150.5,121.8,-4.548983,8.676587,-0.392649,9.804621
494 2016-08-10 15:25:28,139.136582,35.234124,160,995.23,151.0,121.5,-6.789956,-4.309563,-5.592855,9.795706
495 2016-08-10 15:25:33,139.136459,35.234146,161,995.36,150.0,120.8,-8.485051,-1.197101,4.750096,9.797579
496 2016-08-10 15:25:43,139.136340,35.234160,157,995.40,149.6,120.2,7.182605,5.152322,-4.242526,9.804859
497 2016-08-10 15:25:47,139.136290,35.234172,154,995.35,150.0,120.0,8.274361,3.600879,-3.840300,9.807103
498 2016-08-10 15:25:53,139.136186,35.234128,154,995.37,149.8,119.6,-1.886631,-9.030929,-3.303998,9.799666
499 2016-08-10 15:25:58,139.136088,35.234080,150,995.49,148.8,119.3,-9.279925,-2.863465,-1.302446,9.798613
500 2016-08-10 15:26:07,139.136004,35.234076,149,995.44,149.3,118.7,-9.126697,-0.919373,-3.438074,9.796029
501 2016-08-10 15:26:19,139.135908,35.234015,143,995.57,148.2,118.9,-5.439626,-0.354342,8.140285,9.796905
502 2016-08-10 15:26:27,139.135846,35.233952,144,995.59,148.0,119.4,3.830723,7.115568,5.554548,9.806056
503 2016-08-10 15:26:32,139.135734,35.233911,139,995.81,146.1,120.1,6.694188,2.116474,-6.847417,9.807076
504 2016-08-10 15:26:39,139.135645,35.233852,140,995.72,146.9,121.0,7.134721,2.078167,-6.397307,9.805537
505 2016-08-10 15:26:46,139.135553,35.233808,139,995.85,145.8,121.9,8.140285,-4.376601,-3.265691,9.802225
506 2016-08-10 15:26:57,139.135451,35.233764,142,995.87,145.6,120.4,-7.383718,-0.699107,-6.406884,9.800827
507 2016-08-10 15:27:00,139.135311,35.233803,139,995.97,144.8,111.7,-6.234501,-7.163452,2.384625,9.791347
508 2016-08-10 15:27:04,139.135181,35.233783,142,995.92,145.2,110.6,4.788404,5.679047,6.406884,9.809615
509 2016-08-10 15:27:07,139.135119,35.233776,139,995.94,145.0,111.8,5.200206,4.453215,7.019799,9.805654
510 2016-08-10 15:27:12,139.135023,35.233822,138,996.04,144.2,113.8,6.646304,-7.201759,-0.105345,9.800499
511 2016-08-10 15:27:18,139.134909,35.233876,138,996.03,144.3,118.4,8.552089,1.034295,-4.692636,9.809629
512 2016-08-10 15:27:26,139.134873,35.233972,140,995.88,145.5,123.5,6.579266,-3.189077,-6.521805,9.797494
513 2016-08-10 15:27:29,139.134851,35.233996,139,995.90,145.4,123.5,3.275268,1.015141,-9.184157,9.803399
514 2016-08-10 15:27:37,139.134781,35.234068,140,995.75,146.7,123.1,5.008670,2.202666,-8.140285,9.808300
515 2016-08-10 15:27:42,139.134822,35.234157,145,995.70,147.1,119.2,2.135628,-0.277727,-9.615114,9.853348
516 2016-08-10 15:27:51,139.134944,35.234276,146,995.74,146.7,117.4,-4.912902,-0.909797,-8.437167,9.805617
517 2016-08-10 15:27:57,139.134987,35.234375,147,995.62,147.8,118.7,-4.616021,4.050989,7.632715,9.796760
518 2016-08-10 15:28:04,139.135004,35.234466,157,995.50,148.8,122.1,0.900220,1.857901,9.586384,9.806169
519 2016-08-10 15:28:07,139.135013,35.234476,158,995.70,147.1,122.1,2.997540,3.476381,8.667010,9.807525
520 2016-08-10 15:28:15,139.135074,35.234552,159,995.33,150.2,122.7,-5.142745,6.493075,-5.248090,9.805626
521 2016-08-10 15:28:23,139.135113,35.234645,156,995.33,150.2,125.3,4.951209,8.427590,-0.842759,9.810657
522 2016-08-10 15:28:34,139.135207,35.234794,158,995.10,152.1,129.6,3.964798,-7.929596,-4.165911,9.795556
523 2016-08-10 15:28:41,139.135251,35.234877,161,995.09,152.2,127.1,4.003105,-8.628703,-2.336741,9.794883
524 2016-08-10 15:28:49,139.135303,35.234938,158,995.08,152.3,126.0,3.198653,-8.887277,-2.604892,9.797986
525 2016-08-10 15:28:56,139.135337,35.235032,154,995.00,153.0,129.5,1.695095,-9.595961,1.005565,9.796273
526 2016-08-10 15:29:05,139.135396,35.235118,159,994.82,154.5,127.4,-3.859453,-8.207323,3.706224,9.797532
527 2016-08-10 15:29:08,139.135401,35.235138,158,994.97,153.3,131.4,-2.882619,-7.077260,6.129156,9.796104
528 2016-08-10 15:29:16,139.135450,35.235227,162,994.76,155.0,129.1,2.738967,-9.203311,-1.963245,9.800878
529 2016-08-10 15:29:23,139.135472,35.235330,164,994.66,155.8,132.9,-9.308656,-1.934515,2.355895,9.795083
530 2016-08-10 15:29:28,139.135462,35.235417,166,994.62,156.2,131.9,-9.653421,-0.679953,1.541866,9.799400
531 2016-08-10 15:29:35,139.135498,35.235503,171,994.66,155.8,127.7,-9.337387,-1.043872,2.786851,9.800153
532 2016-08-10 15:29:42,139.135511,35.235601,172,994.76,155.0,127.1,-4.098873,-0.881066,-8.858546,9.800555
533 2016-08-10 15:29:47,139.135500,35.235703,171,994.64,156.0,127.2,-3.734955,-4.041412,-8.111555,9.802052
534 2016-08-10 15:29:48,139.135494,35.235713,171,994.64,156.0,127.2,-3.265691,-3.055001,-8.724471,9.803783
535 2016-08-10 15:29:58,139.135515,35.235803,174,994.67,155.8,127.5,-2.777274,-5.746084,-7.431602,9.795889
536 2016-08-10 15:30:06,139.135488,35.235905,169,994.58,156.5,131.8,5.334281,-5.343858,-6.244078,9.797953
537 2016-08-10 15:30:09,139.135482,35.235953,168,994.63,156.1,131.6,3.131616,-8.331821,-4.108450,9.803348
538 2016-08-10 15:30:15,139.135472,35.236046,165,994.56,156.7,130.1,4.683059,-5.142745,-6.904878,9.800827
539 2016-08-10 15:30:25,139.135497,35.236153,168,994.51,157.1,128.9,4.060566,-6.818686,-5.755661,9.803587
540 2016-08-10 15:30:28,139.135517,35.236192,169,994.50,157.2,129.6,1.810017,-8.475474,-4.568137,9.796821
541 2016-08-10 15:30:32,139.135581,35.236299,168,994.45,157.6,131.0,-6.914454,-4.999093,4.807557,9.793529
542 2016-08-10 15:30:36,139.135659,35.236375,168,994.51,157.1,130.6,0.450110,-7.565677,6.215348,9.801664
543 2016-08-10 15:30:42,139.135767,35.236413,169,994.36,158.4,130.6,-7.412448,-5.631162,3.045424,9.794335
544 2016-08-10 15:30:49,139.135825,35.236431,169,994.44,157.7,130.4,-9.126697,-3.543418,-0.134075,9.791342
545 2016-08-10 15:30:59,139.135864,35.236530,168,994.18,159.9,130.8,-2.135628,-6.713342,6.809110,9.797645
546 2016-08-10 15:31:46,139.135827,35.236556,167,993.99,161.5,130.8,9.768343,0.220267,0.881066,9.810470
547 2016-08-10 15:32:26,139.135827,35.236555,167,993.99,161.5,130.8,9.797073,0.335188,-0.191536,9.804677
548 2016-08-10 15:32:46,139.135827,35.236556,167,994.01,161.4,130.8,9.720459,0.421380,1.264138,9.811367
549 2016-08-10 15:32:58,139.135782,35.236643,167,994.20,159.7,131.0,8.724471,4.194642,-1.541866,9.802488
550 2016-08-10 15:33:03,139.135722,35.236731,167,994.10,160.5,130.9,6.291962,7.220912,-2.087744,9.802502
551 2016-08-10 15:33:07,139.135672,35.236776,167,994.05,161.0,130.6,6.837840,6.694188,-2.154782,9.808736
552 2016-08-10 15:33:30,139.135659,35.236801,172,994.12,160.4,129.8,9.787497,0.430956,0.383072,9.804466
553 2016-08-10 15:34:07,139.135659,35.236801,172,994.06,160.9,129.8,6.751649,0.344765,7.105990,9.808095
554 2016-08-10 15:34:21,139.135558,35.236842,165,994.18,159.9,131.6,2.825158,8.801085,-3.284845,9.809731
555 2016-08-10 15:34:27,139.135458,35.236877,169,994.28,159.1,129.7,1.493982,9.653421,-0.909797,9.810620
556 2016-08-10 15:34:31,139.135343,35.236875,166,994.21,159.6,129.3,3.351882,8.398860,-3.792415,9.806038
557 2016-08-10 15:34:38,139.135217,35.236865,161,994.28,159.0,129.0,2.346318,9.423578,1.379060,9.808713
558 2016-08-10 15:34:44,139.135105,35.236855,157,994.26,159.2,133.1,5.401319,7.929596,2.030283,9.806875
559 2016-08-10 15:34:56,139.134986,35.236998,157,994.37,158.3,128.1,5.276821,-2.806004,-7.766790,9.800078
560 2016-08-10 15:35:02,139.134980,35.237102,162,994.35,158.4,127.7,8.370130,-4.491522,2.413355,9.800874
561 2016-08-10 15:35:21,139.135142,35.237229,166,994.36,158.3,128.1,3.428497,-9.088389,1.264138,9.795482
562 2016-08-10 15:35:28,139.135269,35.237234,163,994.44,157.7,127.8,1.963245,-9.481039,1.503559,9.798220
563 2016-08-10 15:35:37,139.135401,35.237277,164,994.40,158.0,128.3,0.871489,-9.739613,0.632069,9.798931
564 2016-08-10 15:35:43,139.135523,35.237306,167,994.31,158.8,128.5,0.603339,-9.720459,1.034295,9.793932
565 2016-08-10 15:35:57,139.135718,35.237424,174,994.08,160.7,127.7,-1.580173,-9.662998,-0.114922,9.792022
566 2016-08-10 15:36:03,139.135739,35.237527,175,994.25,159.3,128.3,-0.699107,-9.758766,0.488417,9.795959
567 2016-08-10 15:36:08,139.135861,35.237533,175,994.31,158.8,128.1,-1.130063,-9.730036,0.143652,9.796493
568 2016-08-10 15:36:12,139.135866,35.237554,174,994.38,158.2,128.1,-1.417367,-9.691729,-0.124498,9.795613
569 2016-08-10 15:36:27,139.135798,35.237634,176,994.23,159.5,130.3,-2.576161,-9.385271,1.130063,9.797804
570 2016-08-10 15:36:32,139.135851,35.237729,175,994.32,158.7,131.1,-2.987964,-9.289502,0.814029,9.792110
571 2016-08-10 15:36:38,139.135956,35.237772,178,994.17,159.9,128.3,-2.815581,-9.366117,0.488417,9.792354
572 2016-08-10 15:36:48,139.135954,35.237870,174,994.27,159.1,128.8,-2.662352,-9.212888,1.972822,9.790682
573 2016-08-10 15:36:52,139.135959,35.237901,173,994.26,159.3,128.8,-2.911349,-9.260772,1.292869,9.793332
574 2016-08-10 15:37:01,139.135978,35.237998,175,994.42,157.8,128.0,-3.303998,-9.155427,1.082179,9.793332
575 2016-08-10 15:37:07,139.135965,35.238102,175,994.30,158.9,128.5,-2.547431,-9.404425,1.034295,9.798080
576 2016-08-10 15:37:12,139.135939,35.238185,176,994.37,158.3,128.3,-3.313575,-9.097966,1.484405,9.795725
577 2016-08-10 15:37:18,139.135919,35.238282,180,994.51,157.1,127.6,-1.675941,-9.643845,-0.430956,9.797869
578 2016-08-10 15:37:25,139.135877,35.238369,183,994.35,158.5,127.1,-3.160346,-9.232041,0.804452,9.791094
579 2016-08-10 15:37:32,139.135856,35.238431,183,994.38,158.2,128.9,-3.342306,-9.203311,0.258574,9.794835
580 2016-08-10 15:37:39,139.135840,35.238532,184,994.54,156.8,128.9,-0.814029,-9.739613,0.612916,9.792771
581 2016-08-10 15:37:49,139.135858,35.238632,180,994.44,157.7,128.3,-3.342306,-9.193734,0.430956,9.791909
582 2016-08-10 15:37:53,139.135885,35.238669,181,994.38,158.2,128.3,-3.801992,-8.695741,2.432509,9.797354
583 2016-08-10 15:38:32,139.135917,35.238695,175,994.56,156.7,128.0,-2.403779,-9.308656,1.857901,9.791885
584 2016-08-10 15:38:53,139.135956,35.238707,174,994.39,158.1,128.0,-2.652776,-9.040505,2.681506,9.795837
585 2016-08-10 15:39:03,139.135956,35.238810,178,994.53,156.9,128.6,-2.834735,-9.069236,2.365471,9.791946
586 2016-08-10 15:39:08,139.135938,35.238907,177,994.66,155.8,128.2,-2.748544,-9.165004,2.097321,9.795435
587 2016-08-10 15:39:13,139.135891,35.238995,180,994.70,155.5,126.9,-2.643199,-9.241618,1.905785,9.799287
588 2016-08-10 15:39:16,139.135816,35.239099,182,995.18,151.5,125.1,-5.123591,-8.149862,1.810017,9.795285
589 2016-08-10 15:39:20,139.135741,35.239179,183,994.77,154.9,125.0,-2.365471,-9.500193,0.316035,9.795356
590 2016-08-10 15:39:28,139.135638,35.239215,184,994.88,154.0,121.6,-2.911349,-9.097966,2.183512,9.798810
591 2016-08-10 15:39:33,139.135559,35.239213,181,995.08,152.3,123.2,-3.610456,-8.772355,2.422932,9.790823
592 2016-08-10 15:39:41,139.135442,35.239212,181,995.10,152.1,122.7,-3.533842,-9.088389,0.938527,9.796310
593 2016-08-10 15:39:50,139.135320,35.239227,178,995.30,150.4,122.9,-3.706224,-8.963891,1.321599,9.789487
594 2016-08-10 15:39:53,139.135287,35.239231,179,995.34,150.1,124.1,-3.074155,-9.107543,1.877054,9.793932
595 2016-08-10 15:39:59,139.135171,35.239280,174,995.34,150.1,121.8,-3.342306,-9.011775,1.896208,9.796872
596 2016-08-10 15:40:06,139.135068,35.239337,171,995.39,149.7,120.9,-3.505111,-9.021352,1.503559,9.794452
597 2016-08-10 15:40:13,139.135010,35.239401,171,995.43,149.4,120.2,-2.422932,-9.423578,-1.340753,9.822018
598 2016-08-10 15:40:20,139.134961,35.239492,174,995.25,150.9,121.0,-3.064578,-9.260772,-0.900220,9.796118
599 2016-08-10 15:40:28,139.134898,35.239580,175,995.23,151.0,122.7,-3.035848,-9.251195,-1.063026,9.794437
600 2016-08-10 15:40:32,139.134937,35.239659,175,995.07,152.4,122.2,-2.758120,-9.356541,-0.852336,9.791760
601 2016-08-10 15:40:35,139.134994,35.239744,176,994.99,153.0,123.2,-2.738967,-9.375694,-0.746991,9.796100
602 2016-08-10 15:40:53,139.135024,35.239846,179,994.93,153.6,123.7,-2.576161,-9.442732,-0.248997,9.791006
603 2016-08-10 15:41:00,139.135126,35.239890,180,994.91,153.7,124.1,-3.265691,-9.117120,1.465251,9.794569
604 2016-08-10 15:41:07,139.135239,35.239892,179,994.96,153.3,123.6,-2.978387,-9.251195,1.235408,9.797021
605 2016-08-10 15:41:12,139.135321,35.239929,182,994.92,153.6,122.8,-3.217807,-9.126697,1.513135,9.794920
606 2016-08-10 15:41:20,139.135381,35.240006,179,994.99,153.1,123.2,-3.438074,-9.165004,0.306458,9.793445
607 2016-08-10 15:41:25,139.135469,35.240079,177,994.97,153.3,123.8,-3.141193,-9.260772,-0.478840,9.790724
608 2016-08-10 15:41:30,139.135522,35.240166,183,994.85,154.2,124.6,-4.175488,-8.848969,0.450110,9.794976
609 2016-08-10 15:41:33,139.135530,35.240204,184,995.03,152.7,125.0,-3.581726,-9.050082,1.053449,9.789918
610 2016-08-10 15:41:43,139.135524,35.240311,189,994.86,154.1,125.6,-3.380613,-9.030929,1.695095,9.790790
611 2016-08-10 15:41:52,139.135579,35.240362,190,994.95,153.4,125.3,-1.618480,-9.576807,1.254562,9.793295
612 2016-08-10 15:42:35,139.135994,35.240513,194,995.67,147.3,119.2,-3.131616,-9.002198,2.269703,9.797864
613 2016-08-10 15:42:46,139.136104,35.240481,190,995.95,145.0,118.6,-2.987964,-8.973468,2.557007,9.797415
614 2016-08-10 15:42:51,139.136226,35.240488,186,996.00,144.6,117.4,-3.131616,-8.973468,2.365471,9.794161
615 2016-08-10 15:43:00,139.136409,35.240501,182,996.34,141.7,113.5,-2.911349,-9.174581,1.800440,9.792368
616 2016-08-10 15:43:07,139.136534,35.240526,177,996.48,140.5,113.2,-3.227384,-8.983045,2.202666,9.796062
617 2016-08-10 15:43:12,139.136642,35.240548,177,996.58,139.7,109.5,-3.074155,-8.983045,2.413355,9.796418
618 2016-08-10 15:43:13,139.136666,35.240560,176,996.60,139.4,109.5,-3.284845,-9.059659,1.733402,9.791441
619 2016-08-10 15:43:25,139.136786,35.240558,173,996.87,137.2,108.4,-2.451663,-9.289502,1.924938,9.798514
620 2016-08-10 15:43:31,139.136896,35.240624,174,997.12,135.1,107.6,-3.275268,-8.954314,2.250550,9.796535
621 2016-08-10 15:43:34,139.136930,35.240659,173,997.15,134.8,107.1,-3.007117,-9.097966,2.039860,9.796774
622 2016-08-10 15:43:44,139.137001,35.240731,173,997.24,134.1,105.6,-2.346318,-9.097966,2.767697,9.794812
623 2016-08-10 15:43:53,139.137086,35.240801,174,997.54,131.6,102.4,-2.930503,-8.820239,3.093309,9.795561
624 2016-08-10 15:44:06,139.137196,35.240889,163,997.83,129.1,100.1,-3.457227,-8.667010,2.978387,9.794911
625 2016-08-10 15:44:15,139.137270,35.240968,162,998.07,127.1,99.0,-2.901772,-9.232041,1.503559,9.793445
626 2016-08-10 15:44:23,139.137346,35.241039,164,998.22,125.8,96.7,-4.912902,0.459687,-8.475474,9.807221
627 2016-08-10 15:44:29,139.137386,35.241143,155,998.45,123.9,94.4,-2.844312,-9.203311,1.771709,9.794386
628 2016-08-10 15:44:33,139.137421,35.241236,158,998.48,123.6,93.4,-2.614468,-8.963891,2.968810,9.797991
629 2016-08-10 15:44:34,139.137435,35.241258,157,998.54,123.1,92.5,-2.949656,-8.839393,3.016694,9.794681
630 2016-08-10 15:44:46,139.137439,35.241349,153,998.80,120.9,91.8,-2.949656,-8.781932,3.179500,9.794489
631 2016-08-10 15:44:52,139.137516,35.241430,150,998.81,120.9,90.6,-2.336741,-9.414001,1.388637,9.798576
632 2016-08-10 15:44:56,139.137521,35.241436,151,998.82,120.8,90.6,-3.045424,-8.983045,2.461239,9.799357
633 2016-08-10 15:45:04,139.137572,35.241528,145,999.03,119.0,89.0,-4.625597,-7.230489,4.721366,9.796296
634 2016-08-10 15:45:12,139.137686,35.241566,144,999.19,117.6,86.7,-2.604892,-9.327810,1.446098,9.792074
635 2016-08-10 15:45:16,139.137720,35.241583,145,999.31,116.6,84.3,-3.313575,-8.647857,3.198653,9.797785
636 2016-08-10 15:45:22,139.137816,35.241626,144,999.46,115.4,82.7,-3.160346,-8.992621,2.260126,9.796081
637 2016-08-10 15:45:28,139.137914,35.241680,143,999.51,114.9,82.5,-3.026271,-8.753201,3.179500,9.792143
638 2016-08-10 15:45:33,139.138016,35.241724,144,999.62,114.1,81.8,-2.777274,-9.145850,2.126051,9.791829
639 2016-08-10 15:45:41,139.138168,35.241748,142,999.84,112.2,80.1,-2.164358,-8.992621,3.217807,9.793159
640 2016-08-10 15:45:48,139.138279,35.241768,134,999.93,111.5,79.0,-2.394202,-9.481039,0.632069,9.799072
641 2016-08-10 15:46:02,139.138464,35.241797,128,1000.36,107.8,76.7,-2.489970,-8.954314,3.093309,9.795318
642 2016-08-10 15:46:13,139.138601,35.241803,130,1000.61,105.7,74.9,-2.873042,-8.906430,2.873042,9.789445
643 2016-08-10 15:46:20,139.138734,35.241775,131,1000.69,105.0,72.8,-3.744531,-9.050082,0.047884,9.794274
644 2016-08-10 15:46:27,139.138852,35.241753,127,1000.88,103.5,71.4,-2.930503,-8.992621,2.528277,9.790162
645 2016-08-10 15:46:40,139.139064,35.241759,126,1000.95,102.9,70.0,-3.007117,-9.040505,2.269703,9.794133
646 2016-08-10 15:46:49,139.139173,35.241772,128,1001.04,102.1,69.4,-2.595315,-9.203311,2.126051,9.795748
647 2016-08-10 15:46:53,139.139203,35.241802,126,1001.03,102.1,69.6,-2.834735,-9.318233,1.015141,9.792635
648 2016-08-10 15:47:01,139.139301,35.241843,120,1001.18,100.9,68.2,-3.543418,-9.050082,1.225831,9.796043
649 2016-08-10 15:47:06,139.139431,35.241847,122,1001.31,99.8,67.6,-2.997540,-8.906430,2.748544,9.791029
650 2016-08-10 15:47:10,139.139552,35.241857,117,1001.34,99.5,66.9,-2.202666,-9.423578,1.513135,9.795159
651 2016-08-10 15:47:14,139.139603,35.241864,119,1001.32,99.7,63.5,-2.863465,-9.318233,0.976834,9.797097
652 2016-08-10 15:47:22,139.139722,35.241844,115,1001.39,99.2,64.4,-3.074155,-9.088389,1.982399,9.796895
653 2016-08-10 15:47:26,139.139808,35.241783,116,1001.50,98.3,65.5,-2.643199,-9.212888,2.030283,9.797237
654 2016-08-10 15:47:34,139.139908,35.241792,111,1001.62,97.3,63.1,-2.786851,-8.983045,2.729390,9.793426
655 2016-08-10 15:47:40,139.139947,35.241707,118,1001.81,95.6,62.4,-3.093309,-9.145850,1.675941,9.799179
656 2016-08-10 15:47:51,139.140055,35.241659,109,1001.82,95.6,60.8,-2.451663,-9.442732,0.890643,9.796381
657 2016-08-10 15:48:04,139.140258,35.241635,103,1002.06,93.6,60.0,-3.562572,-8.772355,2.499547,9.792541
658 2016-08-10 15:48:11,139.140374,35.241619,105,1002.22,92.2,58.9,-2.681506,-9.184157,2.078167,9.790710
659 2016-08-10 15:48:23,139.140537,35.241622,103,1002.34,91.1,56.6,-3.792415,-8.475474,3.122039,9.796081
660 2016-08-10 15:48:31,139.140651,35.241634,100,1002.50,89.8,55.1,-2.576161,-8.820239,3.380613,9.790902
661 2016-08-10 15:48:36,139.140754,35.241649,98,1002.72,88.0,52.0,-2.882619,-9.021352,2.489970,9.792560
662 2016-08-10 15:48:46,139.140868,35.241623,95,1002.88,86.6,53.2,-3.007117,-9.059659,2.183512,9.792237
663 2016-08-10 15:48:55,139.140871,35.241621,99,1003.05,85.2,52.5,-3.418920,-8.389283,3.725378,9.795281
664 2016-08-10 15:49:04,139.140987,35.241644,100,1003.17,84.2,48.9,-4.299986,-8.801085,-0.191536,9.797228
665 2016-08-10 15:49:12,139.141093,35.241673,100,1003.37,82.5,48.5,-2.987964,-8.887277,2.844312,9.798047
666 2016-08-10 15:49:15,139.141168,35.241661,95,1003.40,82.3,48.7,-2.997540,-8.983045,2.499547,9.794288
667 2016-08-10 15:49:22,139.141277,35.241679,91,1003.58,80.7,48.3,-3.677494,-8.341399,3.581726,9.794471
668 2016-08-10 15:49:28,139.141392,35.241706,85,1003.63,80.4,43.8,-3.083732,-9.289502,-0.229843,9.790663
669 2016-08-10 15:49:33,139.141505,35.241738,84,1003.81,78.8,44.9,-2.844312,-9.040505,2.480393,9.796591
670 2016-08-10 15:49:35,139.141531,35.241743,84,1003.86,78.4,44.6,-2.815581,-9.212888,1.800440,9.800326
671 2016-08-10 15:49:42,139.141626,35.241682,86,1003.98,77.4,46.4,-2.652776,-9.260772,1.790863,9.798281
672 2016-08-10 15:49:46,139.141699,35.241613,86,1004.00,77.2,49.4,-2.997540,-9.002198,2.442086,9.797377
673 2016-08-10 15:50:04,139.141850,35.241755,95,1004.42,73.8,41.8,-2.537854,-9.385271,1.168370,9.792298
674 2016-08-10 15:50:16,139.141964,35.241802,90,1004.64,71.9,43.6,-2.480393,-9.356541,1.474828,9.791441
675 2016-08-10 15:50:26,139.142050,35.241864,89,1004.79,70.6,38.2,-2.576161,-9.318233,1.541866,9.789966
676 2016-08-10 15:50:31,139.142158,35.241902,90,1004.95,69.3,38.1,-4.012682,-8.609550,2.384625,9.793487
677 2016-08-10 15:50:42,139.142383,35.241975,86,1005.07,68.3,34.4,-2.968810,-9.040505,2.317587,9.793660
678 2016-08-10 15:50:47,139.142490,35.242014,85,1005.19,67.2,33.4,-2.308010,-8.944737,3.275268,9.801154
679 2016-08-10 15:50:53,139.142599,35.242024,81,1005.20,67.2,31.8,-2.355895,-9.442732,1.101333,9.794302
680 2016-08-10 15:51:05,139.142775,35.241966,79,1005.56,64.2,30.3,-2.212242,-9.241618,2.394202,9.799680
681 2016-08-10 15:51:11,139.142869,35.241914,78,1005.78,62.3,26.9,1.244985,-6.033388,7.623138,9.801224
682 2016-08-10 15:51:16,139.142926,35.241830,77,1005.92,61.1,24.9,4.462792,-8.638280,1.235408,9.801154
683 2016-08-10 15:51:25,139.142960,35.241741,74,1005.96,60.9,25.7,8.226477,1.944092,4.970363,9.806065
684 2016-08-10 15:51:35,139.142986,35.241645,74,1006.19,58.9,23.8,0.306458,3.859453,9.011775,9.808230
685 2016-08-10 15:51:55,139.142992,35.241545,75,1006.34,57.6,23.1,9.423578,2.671929,0.507571,9.808194
686 2016-08-10 15:52:01,139.143023,35.241457,76,1006.44,56.9,23.0,9.069236,1.072602,3.572149,9.806210
687 2016-08-10 15:52:09,139.143085,35.241376,78,1006.57,55.7,22.1,8.935161,1.158794,3.859453,9.801800
688 2016-08-10 15:52:14,139.143142,35.241297,78,1006.62,55.3,20.8,9.030929,1.359907,3.572149,9.806491
689 2016-08-10 15:52:21,139.143248,35.241340,75,1006.67,54.9,19.8,9.078813,0.861913,3.591303,9.801285
690 2016-08-10 15:52:36,139.143290,35.241391,75,1006.89,53.0,20.1,8.350976,-2.786851,4.309563,9.801922
691 2016-08-10 15:52:49,139.143533,35.241490,78,1007.03,51.9,18.4,8.916007,-2.729390,3.016694,9.800265
692 2016-08-10 15:52:55,139.143645,35.241474,79,1007.06,51.6,17.7,8.724471,-2.442086,3.744531,9.803147
693 2016-08-10 15:52:57,139.143664,35.241473,78,1007.07,51.6,17.7,8.456321,-1.752556,4.644751,9.805841
694 2016-08-10 15:53:01,139.143797,35.241513,79,1007.11,51.2,17.0,8.705317,-3.284845,3.093309,9.805168
695 2016-08-10 15:53:04,139.143926,35.241525,79,1007.09,51.4,16.0,8.686164,-2.566584,3.763685,9.808268
696 2016-08-10 15:53:16,139.144004,35.241587,71,1007.33,49.4,16.3,8.418014,-3.782839,3.294421,9.799287
697 2016-08-10 15:53:19,139.144063,35.241672,75,1007.32,49.4,15.6,8.695741,-3.141193,3.265691,9.805495
698 2016-08-10 15:53:23,139.144100,35.241770,73,1007.26,50.0,12.5,8.695741,-2.691083,3.648763,9.806697
699 2016-08-10 15:53:32,139.144202,35.241713,70,1007.52,47.8,13.2,8.628703,-3.409343,3.150769,9.798239
700 2016-08-10 15:53:35,139.144336,35.241748,66,1007.52,47.8,12.7,8.121132,-3.801992,3.955221,9.800597
701 2016-08-10 15:53:36,139.144375,35.241767,66,1007.55,47.5,11.7,8.197746,-4.759673,2.509123,9.805775
702 2016-08-10 15:53:49,139.144444,35.241844,60,1007.61,47.0,11.9,8.542512,-3.897760,2.806004,9.800036
703 2016-08-10 15:53:57,139.144540,35.241813,58,1007.82,45.3,11.8,9.241618,-2.719813,1.819593,9.803867
704 2016-08-10 15:54:14,139.144706,35.241779,60,1007.65,46.7,11.5,8.293514,-4.414908,2.815581,9.808226
705 2016-08-10 15:54:16,139.144838,35.241767,58,1007.75,45.8,11.5,8.494628,-4.865018,-0.593762,9.807123
706 2016-08-10 15:54:18,139.144922,35.241760,61,1007.73,46.0,11.4,8.599973,-4.414908,1.637634,9.804733
707 2016-08-10 15:54:33,139.145033,35.241804,57,1007.75,45.8,11.3,8.820239,-3.399766,2.585738,9.800055
708 2016-08-10 15:54:39,139.145125,35.241812,58,1007.60,47.1,10.9,8.762778,-3.141193,3.064578,9.800256
709 2016-08-10 15:54:49,139.145194,35.241741,54,1007.76,45.8,10.9,8.350976,-3.926491,3.303998,9.801660
710 2016-08-10 15:54:52,139.145311,35.241725,53,1007.96,44.1,10.2,7.891289,-5.449203,2.020706,9.800485
711 2016-08-10 15:54:59,139.145373,35.241719,51,1007.94,44.2,9.9,9.030929,-3.342306,1.838747,9.803554
712 2016-08-10 15:55:07,139.145483,35.241675,53,1007.88,44.8,9.4,8.705317,-3.754108,2.499547,9.804265
713 2016-08-10 15:55:14,139.145590,35.241640,55,1008.02,43.6,9.2,8.734048,-3.878607,2.173935,9.800672
714 2016-08-10 15:55:22,139.145730,35.241570,54,1007.96,44.1,8.5,8.523358,-3.256114,3.591303,9.805477
715 2016-08-10 15:55:26,139.145848,35.241568,54,1008.06,43.3,8.2,8.657434,-3.792415,2.614468,9.806580
716 2016-08-10 15:55:36,139.145934,35.241499,52,1008.07,43.2,7.7,8.494628,-3.801992,3.074155,9.801239
717 2016-08-10 15:55:37,139.145951,35.241496,52,1008.30,41.3,7.7,8.475474,-4.386178,2.221819,9.798403
718 2016-08-10 15:55:46,139.146005,35.241386,52,1008.08,43.1,7.6,7.000646,-5.181053,4.501099,9.803685
719 2016-08-10 15:55:51,139.146056,35.241298,52,1008.17,42.3,8.0,8.753201,-4.185065,1.426944,9.806604
720 2016-08-10 15:55:55,139.146181,35.241276,47,1008.05,43.4,12.2,8.705317,-3.849876,2.346318,9.803535
721 2016-08-10 15:56:00,139.146290,35.241292,47,1008.10,43.0,7.1,8.523358,-4.644751,1.350330,9.800242
この正確な標高データ全部を持って歩くわけにはいかんでしょ、だけどポイントポイントで持っておくなら不可能とは言えまい、ポイントポイントで補正しながら使う気圧高度はあてにならざるや、否や、てことね。
コードはちょっと省略するけどこんなんで可視化:
1 # -*- coding: utf-8 -*-
2 import csv
3 from datetime import datetime
4 import numpy as np
5 import math
6
7 # values bellow are at base=0 (<11km)
8 _P0 = 1013.25 # static pressure (Pa) at MSL
9 _T0 = 273.15 + 15 # standard temperature (K) at MSL
10 _L0 = 6.49 / 1000. # standard temperature lapse rate (K/m) in ISA
11 _R = 8.31432 # universal gas constant in N·m /(mol·K)
12 _g0 = 9.80665 # gravitational acceleration in m/s**2
13 _M = 0.0289644 # molar mass of Earth's air in kg/mol
14
15 #
16 def a2p(h, delta_T=0):
17 t = _T0 + delta_T
18 return _P0 * math.pow((t / (t + _L0 * h)), _g0*_M/(_R*_L0))
19 #
20 def p2a(p, hA, pA, delta_T=0):
21 delta_p = pA - a2p(hA, delta_T)
22
23 t = _T0 + delta_T
24 return (t / _L0) * (np.power((p - delta_p) / _P0, -_R*_L0/(_g0*_M)) - 1)
25
26 def read():
27 # ...省略。とにかく csv からデータ読んで yield している...
28
29 from matplotlib import pyplot as plt
30 data = np.array([
31 (time / 60., GPS_alt, pressure, pressure_alt, elev_DEM5)
32 for time, (
33 lon, lat, GPS_alt, pressure, pressure_alt, elev_DEM5,
34 grav_x, grav_y, grav_z, g_scalar) in read()])
35
36 # 最初の位置での真の標高と気圧(data[0][4], data[0][2])を使って補正
37 corr_1 = p2a(data[:,2], data[0][4], data[0][2], 0)
38 corr_2 = p2a(data[:,2], data[0][4], data[0][2], 12)
39
40 #plt.plot(data[:,0], data[:,1], label='GPS')
41 #plt.plot(data[:,0], data[:,3], label='Pressure Altitude') # NOAAの計算で計算済みだがあえて計算し直す
42 plt.plot(data[:,0], data[:,4], label='DEM5') # 真の標高 (こんなものを全部は持ち歩けない)
43 plt.plot(data[:,0], p2a(data[:,2], 0., 1013.25, 0), label='Pressure Altitude (without corr)')
44 plt.plot(data[:,0], corr_1, label='Pressure Altitude (P corr)')
45 plt.plot(data[:,0], corr_2, label='Pressure Altitude (P + ISA+12 corr)')
46 plt.xlabel('t [$minutes$]')
47 plt.ylabel('elevation [$metre$]')
48 plt.grid(True)
49 plt.legend(loc='lower center', shadow=True)
50 #plt.show()
51 plt.savefig("sensor_log.2016-08-10_elevs.png")
結果:
はーん。結構合うもんだねぇ。12℃はテキトーだけれども、暑い日だったので、きっとこんくらいだったろう、と。それでも気温補正なしよりも真の標高に近付いてるみたい。
気温の補正を都度どの程度マジメにやるか、てのはある。どのみちアタシのスマホちゃんは気温計測出来ないけど、季節からざっくり求めるくらいでも結構合いそう。あるいはマニュアルで補正値をぶち込むんでもいいな。平均海水面気温なんぞは天気予報からざっくりとはわかるしな。
2019-04-25追記: このグラフ、ビデオにしてみた:
