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Qll Numerisch für Distanzen fertig

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fa2338
2025-12-19 14:42:57 +01:00
parent a31d101576
commit ac03826d3e
7 changed files with 8007 additions and 3610 deletions
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@@ -6,8 +6,8 @@
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@@ -26,13 +26,13 @@
"import Netzqualität_Genauigkeit"
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@@ -1140,16 +1155,28 @@
"dx = Parameterschaetzung.ausgleichung_global(A_matrix_numerisch_iteration0, fm.berechnung_dl(beobachtungsvektor_numerisch, beobachtungsvektor_naeherung_numerisch_iteration0), stoch_modell)[1]"
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"outputs": [
{
"ename": "ShapeError",
"evalue": "Matrix size mismatch: (1752, 1) + (876, 1).",
"output_type": "error",
"traceback": [
"\u001B[31m---------------------------------------------------------------------------\u001B[39m",
"\u001B[31mShapeError\u001B[39m Traceback (most recent call last)",
"\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[19]\u001B[39m\u001B[32m, line 13\u001B[39m\n\u001B[32m 8\u001B[39m importlib.reload(Export)\n\u001B[32m 11\u001B[39m stoch_modell = Stochastisches_Modell.StochastischesModell(A_matrix_numerisch_iteration0.rows)\n\u001B[32m---> \u001B[39m\u001B[32m13\u001B[39m dx = Parameterschaetzung.ausgleichung_global(A_matrix_numerisch_iteration0, \u001B[43mfm\u001B[49m\u001B[43m.\u001B[49m\u001B[43mberechnung_dl\u001B[49m\u001B[43m(\u001B[49m\u001B[43mbeobachtungsvektor_numerisch\u001B[49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mbeobachtungsvektor_naeherung_numerisch_iteration0\u001B[49m\u001B[43m)\u001B[49m, stoch_modell)[\u001B[32m1\u001B[39m]\n",
"\u001B[36mFile \u001B[39m\u001B[32m~\\Desktop\\Masterprojekt\\Funktionales_Modell.py:286\u001B[39m, in \u001B[36mFunktionalesModell.berechnung_dl\u001B[39m\u001B[34m(self, beobachtungsvektor_numerisch, beobachtungsvektor_naeherung_numerisch)\u001B[39m\n\u001B[32m 285\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34mberechnung_dl\u001B[39m(\u001B[38;5;28mself\u001B[39m, beobachtungsvektor_numerisch, beobachtungsvektor_naeherung_numerisch):\n\u001B[32m--> \u001B[39m\u001B[32m286\u001B[39m dl = \u001B[43mbeobachtungsvektor_numerisch\u001B[49m\u001B[43m \u001B[49m\u001B[43m-\u001B[49m\u001B[43m \u001B[49m\u001B[43mbeobachtungsvektor_naeherung_numerisch\u001B[49m\n\u001B[32m 287\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m dl\n",
"\u001B[36mFile \u001B[39m\u001B[32m~\\Desktop\\Masterprojekt\\.venv\\Lib\\site-packages\\sympy\\core\\decorators.py:118\u001B[39m, in \u001B[36mcall_highest_priority.<locals>.priority_decorator.<locals>.binary_op_wrapper\u001B[39m\u001B[34m(self, other)\u001B[39m\n\u001B[32m 116\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m f \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m 117\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m f(\u001B[38;5;28mself\u001B[39m)\n\u001B[32m--> \u001B[39m\u001B[32m118\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mfunc\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mother\u001B[49m\u001B[43m)\u001B[49m\n",
"\u001B[36mFile \u001B[39m\u001B[32m~\\Desktop\\Masterprojekt\\.venv\\Lib\\site-packages\\sympy\\matrices\\matrixbase.py:3045\u001B[39m, in \u001B[36mMatrixBase.__sub__\u001B[39m\u001B[34m(self, a)\u001B[39m\n\u001B[32m 3043\u001B[39m \u001B[38;5;129m@call_highest_priority\u001B[39m(\u001B[33m'\u001B[39m\u001B[33m__rsub__\u001B[39m\u001B[33m'\u001B[39m)\n\u001B[32m 3044\u001B[39m \u001B[38;5;28;01mdef\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34m__sub__\u001B[39m(\u001B[38;5;28mself\u001B[39m, a):\n\u001B[32m-> \u001B[39m\u001B[32m3045\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28;43mself\u001B[39;49m\u001B[43m \u001B[49m\u001B[43m+\u001B[49m\u001B[43m \u001B[49m\u001B[43m(\u001B[49m\u001B[43m-\u001B[49m\u001B[43ma\u001B[49m\u001B[43m)\u001B[49m\n",
"\u001B[36mFile \u001B[39m\u001B[32m~\\Desktop\\Masterprojekt\\.venv\\Lib\\site-packages\\sympy\\core\\decorators.py:118\u001B[39m, in \u001B[36mcall_highest_priority.<locals>.priority_decorator.<locals>.binary_op_wrapper\u001B[39m\u001B[34m(self, other)\u001B[39m\n\u001B[32m 116\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m f \u001B[38;5;129;01mis\u001B[39;00m \u001B[38;5;129;01mnot\u001B[39;00m \u001B[38;5;28;01mNone\u001B[39;00m:\n\u001B[32m 117\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m f(\u001B[38;5;28mself\u001B[39m)\n\u001B[32m--> \u001B[39m\u001B[32m118\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[43mfunc\u001B[49m\u001B[43m(\u001B[49m\u001B[38;5;28;43mself\u001B[39;49m\u001B[43m,\u001B[49m\u001B[43m \u001B[49m\u001B[43mother\u001B[49m\u001B[43m)\u001B[49m\n",
"\u001B[36mFile \u001B[39m\u001B[32m~\\Desktop\\Masterprojekt\\.venv\\Lib\\site-packages\\sympy\\matrices\\matrixbase.py:2765\u001B[39m, in \u001B[36mMatrixBase.__add__\u001B[39m\u001B[34m(self, other)\u001B[39m\n\u001B[32m 2762\u001B[39m \u001B[38;5;28;01mreturn\u001B[39;00m \u001B[38;5;28mNotImplemented\u001B[39m\n\u001B[32m 2764\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m \u001B[38;5;28mself\u001B[39m.shape != other.shape:\n\u001B[32m-> \u001B[39m\u001B[32m2765\u001B[39m \u001B[38;5;28;01mraise\u001B[39;00m ShapeError(\u001B[33mf\u001B[39m\u001B[33m\"\u001B[39m\u001B[33mMatrix size mismatch: \u001B[39m\u001B[38;5;132;01m{\u001B[39;00m\u001B[38;5;28mself\u001B[39m.shape\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m + \u001B[39m\u001B[38;5;132;01m{\u001B[39;00mother.shape\u001B[38;5;132;01m}\u001B[39;00m\u001B[33m.\u001B[39m\u001B[33m\"\u001B[39m)\n\u001B[32m 2767\u001B[39m \u001B[38;5;66;03m# Unify matrix types\u001B[39;00m\n\u001B[32m 2768\u001B[39m a, b = \u001B[38;5;28mself\u001B[39m, other\n",
"\u001B[31mShapeError\u001B[39m: Matrix size mismatch: (1752, 1) + (876, 1)."
]
}
],
"execution_count": 19
},
{
"metadata": {
"ExecuteTime": {
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"metadata": {},
"cell_type": "code",
"source": [
"# Von Fabian\n",
@@ -1167,18 +1194,8 @@
"print(unbekanntenvektor_numerisch)"
],
"id": "122dca077d1d267c",
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
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"-----\n",
"Matrix([[3794737.8261094868], [546742.68877082553], [5080128.3507065025], [3794737.3173918251], [546711.81881005680], [5080139.1948981553], [3794749.9062764374], [546779.89873060947], [5080150.0065082129], [3794746.3410212440], [546805.36274589579], [5080131.2606735807], [3794766.3320322788], [546753.35065436338], [5080126.6029089628], [3794766.1208143157], [546724.06052930078], [5080116.5199339003], [3794815.3173410210], [546732.77828696876], [5080080.1724589822], [3794777.6376987905], [546715.83150049957], [5080113.1123126568], [3794837.5286159980], [546770.79318297003], [5080113.7809357923], [3794877.4442163322], [546736.00280125012], [5080033.9233738090], [3794847.2705692228], [546727.23776782755], [5080068.6550395742], [3794821.5493086762], [546795.35855828324], [5080096.3781247181], [3794865.2733347461], [546819.04011517813], [5080007.2618007053], [3794745.3602895556], [546838.50900056992], [5080137.0151585320], [3794739.3149203953], [546879.33793638616], [5080111.1458846316], [3794734.8351122441], [546926.68930651186], [5080112.5813005353], [3794729.0623322332], [546959.86250598939], [5080088.3333714346], [3794756.6131819634], [546837.75365389517], [5080107.5121020472], [3794765.2080349228], [546838.53030298970], [5080104.5111676977], [3794750.8358620867], [546859.63394459803], [5080100.5394282307], [3794751.7663267483], [546873.57347223762], [5080095.0451717615], [3794759.1895938955], [546845.28401077731], [5080103.5899291664], [3794761.9526928161], [546851.33336517339], [5080100.5059386708], [3794800.8740875486], [546840.94087227260], [5080110.3273932595], [3794796.8531006654], [546879.07184937566], [5080094.0204517832], [3794800.7678644184], [546828.68122233710], [5080065.2825882381], [3794730.1960150051], [546990.10831652910], [5080096.2656965254], [3794728.5162126020], [546934.34006903819], [5080079.7273739038], [3794719.6916959078], [547015.48054781071], [5080068.7703563867], [3794772.9778814467], [546952.92013359477], [5080046.8109239414], [3794739.6030496521], [546947.75984157427], [5080048.1969198893], [3794730.1824448139], [546914.19811434475], [5080049.3500350653], [3794782.7017423193], [546922.48386199018], [5080051.8118791558], [3794745.1460916233], [546988.18094585355], [5080068.9972397214], [3794786.0750212390], [546959.93132156577], [5080032.2974019706], [3794812.6082424349], [546947.26188674066], [5080006.7163449917], [3794777.7914583969], [546907.18289460418], [5080055.0958695237], [3794705.8658490042], [547076.03198452389], [5080058.6055812442], [3794734.7983456069], [547006.91683443581], [5080052.2874619229], [3794826.9382148853], [546821.50874597263], [5080049.8667718192], [3794859.0233499698], [546892.27846656784], [5079987.7607363630], [3794821.3323145389], [546795.84225596000], [5080043.3879320889], [3794813.7871761550], [546807.87279685993], [5080059.9679990845], [3794800.9671774456], [546875.13272652383], [5080058.5378277475], [3794825.3025951464], [546794.34543982906], [5080076.0668343443], [3794744.6965562960], [546866.50282400186], [5080024.1065637068], [3794813.4354968976], [546887.79185455695], [5080021.1584832004], [3794812.4058714940], [546901.17878684785], [5080017.3976387208], [3794851.7492064292], [546947.45549867210], [5079974.2108252074], [3794857.0124008224], [547004.59141104372], [5079971.9726825530], [3794751.2572443298], [547011.56194730279], [5080031.2696144487], [3794794.0888480879], [547003.25526369818], [5079996.4270136360], [3794809.3628738735], [546996.66390205411], [5079986.7426119278], [3794772.8513984394], [547004.79019417693], [5080014.6234130393], [3794763.2886457477], [547065.11840483252], [5080003.6886467107], [3794799.7076102519], [547064.35354224121], [5079974.0101138130], [3794845.9912677171], [547061.68456488943], [5079930.5760331770], [3794736.1075504871], [547085.20337710682], [5080034.3588629889], [3794790.3311639278], [547079.62319395720], [5079984.3166781181]])\n"
]
}
],
"execution_count": 21
"outputs": [],
"execution_count": null
}
],
"metadata": {

2
Funktionales_Modell.py
View File

@@ -13,7 +13,7 @@ class FunktionalesModell:
def jacobi_matrix_symbolisch(self):
#liste_beobachtungsarten = ["tachymeter_distanz", "tachymeter_richtung", "tachymeter_zenitwinkel"]
liste_beobachtungsarten = ["tachymeter_distanz"]
liste_beobachtungsarten = ["tachymeter_distanz", "tachymeter_richtung"]
db_zugriff = Datenbankzugriff(self.pfad_datenbank)
liste_beobachtungen_rohdaten = []

876
Zwischenergebnisse/Beobachtungsvektor_Numerisch.csv
View File

@@ -875,3 +875,879 @@ Beobachtungsvektor;
874_SD_59_10054_10045;68,7280000000000
875_SD_59_10054_10055;63,5260000000000
876_SD_59_10054_10056;79,2020000000000
1_R_1_10009_10006;3,14159226089071
2_R_1_10009_10010;2,72465594894917
3_R_1_10009_10018;2,99287052130683
4_R_1_10009_10008;4,31166980534043
5_R_1_10009_10006;3,14159186819163
6_R_1_10009_10010;2,72465618456862
7_R_1_10009_10018;2,99286965736885
8_R_1_10009_10008;4,31166391485421
9_R_1_10009_10006;3,14159186819163
10_R_1_10009_10010;2,72465618456862
11_R_1_10009_10018;2,99286965736885
12_R_1_10009_10008;4,31166391485421
13_R_2_10006_10009;2,64679181064940e-5
14_R_2_10006_10005;1,07672299817326
15_R_2_10006_10003;1,19094023294368
16_R_2_10006_10004;1,33526020852080
17_R_2_10006_10010;6,08689655614807
18_R_2_10006_10018;6,18807429645050
19_R_2_10006_10009;2,42688032489812e-5
20_R_2_10006_10005;1,07673320834938
21_R_2_10006_10003;1,19093308582039
22_R_2_10006_10004;1,33525855918466
23_R_2_10006_10010;6,08686490460209
24_R_2_10006_10018;6,18809063273230
25_R_2_10006_10009;2,19911485751286e-5
26_R_2_10006_10005;1,07672967405765
27_R_2_10006_10003;1,19093308582039
28_R_2_10006_10004;1,33524528595569
29_R_2_10006_10010;6,08686490460209
30_R_2_10006_10018;6,18808921901561
31_R_3_10008_10009;2,30121661875452e-5
32_R_3_10008_10007;3,24465495678530
33_R_3_10008_10005;4,59713706207381
34_R_3_10008_10009;4,71238898038469e-7
35_R_3_10008_10007;3,24461733621327
36_R_3_10008_10005;4,59711255765111
37_R_3_10008_10009;7,06858347057703e-7
38_R_3_10008_10007;3,24462251984115
39_R_3_10008_10005;4,59710407535095
40_R_4_10005_10008;3,14157348987461
41_R_4_10005_10003;1,77800124835966
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43_R_4_10005_10002;1,91041843623067
44_R_4_10005_10004;2,60402436737829
45_R_4_10005_10006;4,73426436127053
46_R_4_10005_10008;0
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48_R_4_10005_10001;1,81965052026554
49_R_4_10005_10002;1,91044561100712
50_R_4_10005_10004;2,60399813507963
51_R_4_10005_10006;4,73426530374833
52_R_4_10005_10008;3,14157765248487
53_R_4_10005_10003;1,77799936340406
54_R_4_10005_10001;1,81965075588499
55_R_4_10005_10002;1,91042982450404
56_R_4_10005_10004;2,60402208972361
57_R_4_10005_10006;4,73426467542980
58_R_5_10004_10005;3,14156430071609
59_R_5_10004_10003;2,11462046645750
60_R_5_10004_10002;2,33624294210774
61_R_5_10004_10006;5,53040779256087
62_R_5_10004_10005;3,14155990248638
63_R_5_10004_10003;2,11462250849272
64_R_5_10004_10002;2,33628755272342
65_R_5_10004_10006;5,53039514765044
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67_R_5_10004_10003;2,11463499632352
68_R_5_10004_10002;2,33628362573261
69_R_5_10004_10006;5,53040072397740
70_R_6_10003_10004;7,85398163397448e-8
71_R_6_10003_10006;0,129833934771783
72_R_6_10003_10005;0,200943570326523
73_R_6_10003_10007;1,54612500698717
74_R_6_10003_10016;1,71663416286260
75_R_6_10003_10001;3,41735969322650
76_R_6_10003_10002;3,72494690383380
77_R_6_10003_10004;0
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79_R_6_10003_10005;0,200944120105237
80_R_6_10003_10007;1,54610655013033
81_R_6_10003_10016;1,71663455556168
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83_R_6_10003_10002;3,72495035958572
84_R_6_10003_10004;3,14159226089071
85_R_6_10003_10006;0,129834327470865
86_R_6_10003_10005;0,200944120105237
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108_R_8_10001_10003;0,212992442091019
109_R_8_10001_10011;1,89216696101056
110_R_8_10001_10002;7,06858347057703e-7
111_R_8_10001_10005;0,179815181633886
112_R_8_10001_10003;0,212993541648448
113_R_8_10001_10011;1,89217088800138
114_R_8_10001_10002;7,85398163397448e-7
115_R_8_10001_10005;0,179815338713519
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124_R_9_10010_10026;3,20113290295879
125_R_9_10010_10027;3,29014993079826
126_R_9_10010_10018;3,44377546089494
127_R_9_10010_10009;6,06253083476573
128_R_9_10010_10006;3,14159186819163
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130_R_9_10010_10027;3,29014993079826
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132_R_9_10010_10009;6,06253083476573
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134_R_10_10018_10026;2,65895425098832
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138_R_10_10018_10010;0
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160_R_11_10026_10021;4,77056263694937
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162_R_11_10026_10018;0
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177_R_12_10021_10024;1,68768415094032
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179_R_12_10021_10022;2,20133926219123
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183_R_12_10021_10026;1,02887159405066e-5
184_R_12_10021_10024;1,68768415094032
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566_R_36_10033_10032;3,73601025798286
567_R_36_10033_10031;4,54314282329583
568_R_37_10032_10033;4,47676953136546e-5
569_R_37_10032_10039;2,36375072738258
570_R_37_10032_10038;2,49676772383098
571_R_37_10032_10031;4,64060900749749
572_R_37_10032_10033;3,14159069009438
573_R_37_10032_10039;2,36377468202656
574_R_37_10032_10038;2,49676175480493
575_R_37_10032_10031;4,64060987143547
576_R_37_10032_10033;2,61537588411350e-5
577_R_37_10032_10039;2,36374782140937
578_R_37_10032_10038;2,49677864086545
579_R_37_10032_10031;4,64060987143547
580_R_38_10031_10017;3,14159257504998
581_R_38_10031_10033;1,48707594562957
582_R_38_10031_10032;2,17915647646423
583_R_38_10031_10030;4,08616534218796
584_R_38_10031_10017;0
585_R_38_10031_10033;1,48707602416938
586_R_38_10031_10032;2,17918090234711
587_R_38_10031_10030;4,08616502802870
588_R_38_10031_10017;0
589_R_38_10031_10033;1,48707602416938
590_R_38_10031_10032;2,17915631938460
591_R_38_10031_10030;4,08618387758462
592_R_39_10038_10041;3,92699081698724e-7
593_R_39_10038_10037;1,51705302273012
594_R_39_10038_10036;2,00246961425497
595_R_39_10038_10032;4,83338765705715
596_R_39_10038_10039;5,06300862760344
597_R_39_10038_10041;9,11061869541040e-6
598_R_39_10038_10037;1,51701469529975
599_R_39_10038_10036;2,00248280894412
600_R_39_10038_10032;4,83338679311917
601_R_39_10038_10039;5,06301066963866
602_R_39_10038_10041;7,85398163397448e-8
603_R_39_10038_10037;1,51701438114048
604_R_39_10038_10036;2,00247330562634
605_R_39_10038_10032;4,83338679311917
606_R_39_10038_10039;5,06302033003607
607_R_40_10039_10032;7,85398163397448e-8
608_R_40_10039_10033;0,305805142174553
609_R_40_10039_10037;3,23175471341168
610_R_40_10039_10038;3,50397002547386
611_R_40_10039_10029;4,82867825258979
612_R_40_10039_10032;7,06858347057703e-7
613_R_40_10039_10033;0,305805691953268
614_R_40_10039_10037;3,23175463487186
615_R_40_10039_10038;3,50397049671276
616_R_40_10039_10029;4,82864660104380
617_R_40_10039_10032;7,85398163397448e-7
618_R_40_10039_10033;0,305805770493084
619_R_40_10039_10037;3,23175479195149
620_R_40_10039_10038;3,50397065379240
621_R_40_10039_10029;4,82864675812343
622_R_41_10035_10037;3,44789793731480e-5
623_R_41_10035_10036;0,224525857040878
624_R_41_10035_10034;3,07155807104111
625_R_41_10035_10030;4,79497249770850
626_R_41_10035_10029;4,80544774571282
627_R_41_10035_10037;3,28296432300133e-5
628_R_41_10035_10036;0,224525621421429
629_R_41_10035_10034;3,07155697148368
630_R_41_10035_10030;4,79497273332795
631_R_41_10035_10029;4,80544688177484
632_R_41_10035_10037;4,57101731097315e-5
633_R_41_10035_10036;0,224561435577680
634_R_41_10035_10034;3,07155728564295
635_R_41_10035_10030;4,79499393907836
636_R_41_10035_10029;4,80547625566615
637_R_42_10036_10038;1,89280957378785e-5
638_R_42_10036_10037;0,800352458587801
639_R_42_10036_10034;4,43302709481430
640_R_42_10036_10035;4,59998711492915
641_R_42_10036_10038;1,72787595947439e-5
642_R_42_10036_10037;0,800336122306002
643_R_42_10036_10034;4,43302081162899
644_R_42_10036_10035;4,59997352754092
645_R_42_10036_10038;6,83296402155780e-6
646_R_42_10036_10037;0,800316880050999
647_R_42_10036_10034;4,43301602070020
648_R_42_10036_10035;4,59996221780737
649_R_43_10028_10011;5,59203492338983e-5
650_R_43_10028_10030;1,45481862204122
651_R_43_10028_10029;1,70496133973873
652_R_43_10028_10034;3,14957724693834
653_R_43_10028_10011;2,00276531666349e-5
654_R_43_10028_10030;1,45479278244164
655_R_43_10028_10029;1,70492583974175
656_R_43_10028_10034;3,14949619384788
657_R_43_10028_10011;2,66249977391735e-5
658_R_43_10028_10030;1,45480220721961
659_R_43_10028_10029;1,70491704328232
660_R_43_10028_10034;3,14950962415647
661_R_44_10034_10028;2,32477856365645e-5
662_R_44_10034_10035;1,50148313245930
663_R_44_10034_10037;1,53841522445600
664_R_44_10034_10036;1,62899880747218
665_R_44_10034_10045;3,12246490963878
666_R_44_10034_10028;2,16769893097696e-5
667_R_44_10034_10035;1,50149302847615
668_R_44_10034_10037;1,53840108728906
669_R_44_10034_10036;1,62901388711692
670_R_44_10034_10045;3,12244189747259
671_R_44_10034_10028;4,30398193541802e-5
672_R_44_10034_10035;1,50149491343175
673_R_44_10034_10037;1,53841483175692
674_R_44_10034_10036;1,62898333512836
675_R_44_10034_10045;3,12245336428578
676_R_45_10030_10028;3,11803070868787e-5
677_R_45_10030_10031;2,63090705425487
678_R_45_10030_10029;4,88421862619223
679_R_45_10030_10035;4,91952730018519
680_R_45_10030_10028;3,94269878025519e-5
681_R_45_10030_10031;2,63091490823650
682_R_45_10030_10029;4,88420873017537
683_R_45_10030_10035;4,91953161987509
684_R_45_10030_10028;4,06050850476481e-5
685_R_45_10030_10031;2,63090721133450
686_R_45_10030_10029;4,88422216048397
687_R_45_10030_10035;4,91953020615840
688_R_46_10029_10030;4,74380490692059e-5
689_R_46_10029_10039;1,53319169835088
690_R_46_10029_10035;3,18746037757110
691_R_46_10029_10028;4,79069341289486
692_R_46_10029_10030;2,62322986574748e-5
693_R_46_10029_10039;1,53319232666941
694_R_46_10029_10035;3,18743980013922
695_R_46_10029_10028;4,79071697483977
696_R_46_10029_10030;3,94269878025519e-5
697_R_46_10029_10039;1,53319232666941
698_R_46_10029_10035;3,18744616186434
699_R_46_10029_10028;4,79070849253960
700_R_47_10053_10044;4,42964564156161e-5
701_R_47_10053_10052;0,253933520472969
702_R_47_10053_10059;3,01382423744793
703_R_47_10053_10049;4,66799222862361
704_R_47_10053_10050;4,95699134235797
705_R_47_10053_10051;5,66861399321465
706_R_47_10053_10044;3,96626072515711e-5
707_R_47_10053_10052;0,253936819145255
708_R_47_10053_10059;3,01380962904209
709_R_47_10053_10049;4,66799458481810
710_R_47_10053_10050;4,95699801824235
711_R_47_10053_10051;5,66861140140072
712_R_47_10053_10044;3,98196868842506e-5
713_R_47_10053_10052;0,253903204103862
714_R_47_10053_10059;3,01382714342113
715_R_47_10053_10049;4,66798775185408
716_R_47_10053_10050;4,95696432466115
717_R_47_10053_10051;5,66863527750488
718_R_48_10049_10050;2,39546439836222e-5
719_R_48_10049_10053;0,252112810450581
720_R_48_10049_10047;3,51459175023565
721_R_48_10049_10046;3,57252915903279
722_R_48_10049_10048;3,61114263141769
723_R_48_10049_10050;3,14159186819163
724_R_48_10049_10053;0,252112810450581
725_R_48_10049_10047;3,51461248474717
726_R_48_10049_10046;3,57257054951600
727_R_48_10049_10048;3,61114153186026
728_R_48_10049_10050;3,14159186819163
729_R_48_10049_10053;0,252112810450581
730_R_48_10049_10047;3,51467351018446
731_R_48_10049_10046;3,57256921433912
732_R_48_10049_10048;3,61114153186026
733_R_49_10050_10051;3,14159226089071
734_R_49_10050_10052;0,770544477711827
735_R_49_10050_10053;1,72938525912499
736_R_49_10050_10049;4,32972021863071
737_R_49_10050_10048;4,56911499808158
738_R_49_10050_10051;5,41924732744239e-6
739_R_49_10050_10052;0,770571573948464
740_R_49_10050_10053;1,72937528456831
741_R_49_10050_10049;4,32974582261084
742_R_49_10050_10048;4,56911491954177
743_R_49_10050_10051;3,37721210260903e-6
744_R_49_10050_10052;0,770552096074012
745_R_49_10050_10053;1,72938722262040
746_R_49_10050_10049;4,32977417548454
747_R_49_10050_10048;4,56911507662140
748_R_50_10048_10050;2,58395995757760e-5
749_R_50_10048_10049;0,230126217184800
750_R_50_10048_10057;1,55771693410021
751_R_50_10048_10047;3,17855137058424
752_R_50_10048_10046;3,31000346119207
753_R_50_10048_10050;3,14158534938687
754_R_50_10048_10049;0,230109880903001
755_R_50_10048_10057;1,55771339980847
756_R_50_10048_10047;3,17854767921287
757_R_50_10048_10046;3,31001492800525
758_R_50_10048_10050;1,56294234516092e-5
759_R_50_10048_10049;0,230132186210842
760_R_50_10048_10057;1,55771960445396
761_R_50_10048_10047;3,17853252102831
762_R_50_10048_10046;3,30999843464382
763_R_51_10047_10048;3,21227848829556e-5
764_R_51_10047_10049;0,0967385913430925
765_R_51_10047_10045;3,16765247881059
766_R_51_10047_10046;3,46539040374980
767_R_51_10047_10048;1,13882733692630e-5
768_R_51_10047_10049;0,0967676510751382
769_R_51_10047_10045;3,16765687704030
770_R_51_10047_10046;3,46541215927893
771_R_51_10047_10048;4,11548637620263e-5
772_R_51_10047_10049;0,0967278313882539
773_R_51_10047_10045;3,16762821000734
774_R_51_10047_10046;3,46538953981182
775_R_52_10046_10048;3,14159186819163
776_R_52_10046_10047;0,192211670625503
777_R_52_10046_10055;1,40391406109823
778_R_52_10046_10045;2,90962255713678
779_R_52_10046_10048;3,14158935491751
780_R_52_10046_10047;0,192215990315401
781_R_52_10046_10055;1,40398215511899
782_R_52_10046_10045;2,90962632704797
783_R_52_10046_10048;3,14158126531642
784_R_52_10046_10047;0,192233740313894
785_R_52_10046_10055;1,40390259428504
786_R_52_10046_10045;2,90962601288870
787_R_53_10045_10034;2,40331837999619e-5
788_R_53_10045_10046;1,45555202684620
789_R_53_10045_10047;1,58172137232739
790_R_53_10045_10054;3,36969089417688
791_R_53_10045_10034;4,83019870489431e-5
792_R_53_10045_10046;1,45553144941432
793_R_53_10045_10047;1,58171116215126
794_R_53_10045_10054;3,36965743621512
795_R_53_10045_10034;2,33263254529042e-5
796_R_53_10045_10046;1,45552642286607
797_R_53_10045_10047;1,58170974843457
798_R_53_10045_10054;3,36965743621512
799_R_54_10059_10053;3,71493331286993e-5
800_R_54_10059_10052;0,133688197718840
801_R_54_10059_10058;4,55149584692282
802_R_54_10059_10056;4,73293578173733
803_R_54_10059_10057;4,88099739416487
804_R_54_10059_10053;2,91382718620453e-5
805_R_54_10059_10052;0,133712702141538
806_R_54_10059_10058;4,55148398741056
807_R_54_10059_10056;4,73293499633917
808_R_54_10059_10057;4,88097995832565
809_R_54_10059_10053;3,14159186819163
810_R_54_10059_10052;0,133721105901886
811_R_54_10059_10058;4,55146717988986
812_R_54_10059_10056;4,73293499633917
813_R_54_10059_10057;4,88099668730653
814_R_55_10058_10059;3,70707933123596e-5
815_R_55_10058_10056;3,41928674616021
816_R_55_10058_10055;3,56594171047711
817_R_55_10058_10057;3,75962670951733
818_R_55_10058_10059;1,24878307980194e-5
819_R_55_10058_10056;3,41929271518625
820_R_55_10058_10055;3,56594021822060
821_R_55_10058_10057;3,75962718075623
822_R_55_10058_10059;3,14158495668779
823_R_55_10058_10056;3,41928399726664
824_R_55_10058_10055;3,56595089963562
825_R_55_10058_10057;3,75962718075623
826_R_56_10057_10059;2,37190245346029e-5
827_R_56_10057_10058;0,288577590540063
828_R_56_10057_10056;2,65045506476312
829_R_56_10057_10055;3,05137789355115
830_R_56_10057_10048;4,60124155287572
831_R_56_10057_10059;3,49502182711864e-5
832_R_56_10057_10058;0,288574370407593
833_R_56_10057_10056;2,65045812781596
834_R_56_10057_10055;3,05137569443629
835_R_56_10057_10048;4,60124909269809
836_R_56_10057_10059;2,67820773718530e-5
837_R_56_10057_10058;0,288575627044655
838_R_56_10057_10056;2,65043841432205
839_R_56_10057_10055;3,05137490903812
840_R_56_10057_10048;4,60123204955795
841_R_57_10055_10057;1,54723438189297e-5
842_R_57_10055_10058;0,185070751984077
843_R_57_10055_10056;0,758197390264688
844_R_57_10055_10054;3,14146298435302
845_R_57_10055_10046;4,70625926187864
846_R_57_10055_10057;3,14147075979483
847_R_57_10055_10058;0,184937234296299
848_R_57_10055_10056;0,758206579423200
849_R_57_10055_10054;3,14146541908732
850_R_57_10055_10046;4,70629436917654
851_R_57_10055_10057;1,09955742875643e-6
852_R_57_10055_10058;0,185025670129498
853_R_57_10055_10056;0,758160005312110
854_R_57_10055_10054;3,14143235382464
855_R_57_10055_10046;4,70625384263131
856_R_58_10056_10058;4,71238898038469e-5
857_R_58_10056_10057;5,84393017854915
858_R_58_10056_10054;3,27713219185939
859_R_58_10056_10055;3,86146599069279
860_R_58_10056_10058;2,52112810450581e-5
861_R_58_10056_10057;5,84386569735994
862_R_58_10056_10054;3,27712535889537
863_R_58_10056_10055;3,86146991768361
864_R_58_10056_10058;1,13097335529233e-5
865_R_58_10056_10057;5,84386420510343
866_R_58_10056_10054;3,27712119628511
867_R_58_10056_10055;3,86146583361316
868_R_59_10054_10045;3,72278729450391e-5
869_R_59_10054_10055;1,29837775368802
870_R_59_10054_10056;1,47237234953297
871_R_59_10054_10045;7,06858347057703e-7
872_R_59_10054_10055;1,29838796386415
873_R_59_10054_10056;1,47238083183313
874_R_59_10054_10045;0
875_R_59_10054_10055;1,29836471607851
876_R_59_10054_10056;1,47235507077337
1 Beobachtungsvektor
875 874_SD_59_10054_10045 68,7280000000000
876 875_SD_59_10054_10055 63,5260000000000
877 876_SD_59_10054_10056 79,2020000000000
878 1_R_1_10009_10006 3,14159226089071
879 2_R_1_10009_10010 2,72465594894917
880 3_R_1_10009_10018 2,99287052130683
881 4_R_1_10009_10008 4,31166980534043
882 5_R_1_10009_10006 3,14159186819163
883 6_R_1_10009_10010 2,72465618456862
884 7_R_1_10009_10018 2,99286965736885
885 8_R_1_10009_10008 4,31166391485421
886 9_R_1_10009_10006 3,14159186819163
887 10_R_1_10009_10010 2,72465618456862
888 11_R_1_10009_10018 2,99286965736885
889 12_R_1_10009_10008 4,31166391485421
890 13_R_2_10006_10009 2,64679181064940e-5
891 14_R_2_10006_10005 1,07672299817326
892 15_R_2_10006_10003 1,19094023294368
893 16_R_2_10006_10004 1,33526020852080
894 17_R_2_10006_10010 6,08689655614807
895 18_R_2_10006_10018 6,18807429645050
896 19_R_2_10006_10009 2,42688032489812e-5
897 20_R_2_10006_10005 1,07673320834938
898 21_R_2_10006_10003 1,19093308582039
899 22_R_2_10006_10004 1,33525855918466
900 23_R_2_10006_10010 6,08686490460209
901 24_R_2_10006_10018 6,18809063273230
902 25_R_2_10006_10009 2,19911485751286e-5
903 26_R_2_10006_10005 1,07672967405765
904 27_R_2_10006_10003 1,19093308582039
905 28_R_2_10006_10004 1,33524528595569
906 29_R_2_10006_10010 6,08686490460209
907 30_R_2_10006_10018 6,18808921901561
908 31_R_3_10008_10009 2,30121661875452e-5
909 32_R_3_10008_10007 3,24465495678530
910 33_R_3_10008_10005 4,59713706207381
911 34_R_3_10008_10009 4,71238898038469e-7
912 35_R_3_10008_10007 3,24461733621327
913 36_R_3_10008_10005 4,59711255765111
914 37_R_3_10008_10009 7,06858347057703e-7
915 38_R_3_10008_10007 3,24462251984115
916 39_R_3_10008_10005 4,59710407535095
917 40_R_4_10005_10008 3,14157348987461
918 41_R_4_10005_10003 1,77800124835966
919 42_R_4_10005_10001 1,81964965632756
920 43_R_4_10005_10002 1,91041843623067
921 44_R_4_10005_10004 2,60402436737829
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1626 749_R_50_10048_10049 0,230126217184800
1627 750_R_50_10048_10057 1,55771693410021
1628 751_R_50_10048_10047 3,17855137058424
1629 752_R_50_10048_10046 3,31000346119207
1630 753_R_50_10048_10050 3,14158534938687
1631 754_R_50_10048_10049 0,230109880903001
1632 755_R_50_10048_10057 1,55771339980847
1633 756_R_50_10048_10047 3,17854767921287
1634 757_R_50_10048_10046 3,31001492800525
1635 758_R_50_10048_10050 1,56294234516092e-5
1636 759_R_50_10048_10049 0,230132186210842
1637 760_R_50_10048_10057 1,55771960445396
1638 761_R_50_10048_10047 3,17853252102831
1639 762_R_50_10048_10046 3,30999843464382
1640 763_R_51_10047_10048 3,21227848829556e-5
1641 764_R_51_10047_10049 0,0967385913430925
1642 765_R_51_10047_10045 3,16765247881059
1643 766_R_51_10047_10046 3,46539040374980
1644 767_R_51_10047_10048 1,13882733692630e-5
1645 768_R_51_10047_10049 0,0967676510751382
1646 769_R_51_10047_10045 3,16765687704030
1647 770_R_51_10047_10046 3,46541215927893
1648 771_R_51_10047_10048 4,11548637620263e-5
1649 772_R_51_10047_10049 0,0967278313882539
1650 773_R_51_10047_10045 3,16762821000734
1651 774_R_51_10047_10046 3,46538953981182
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1653 776_R_52_10046_10047 0,192211670625503
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1656 779_R_52_10046_10048 3,14158935491751
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1665 788_R_53_10045_10046 1,45555202684620
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1671 794_R_53_10045_10054 3,36965743621512
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1673 796_R_53_10045_10046 1,45552642286607
1674 797_R_53_10045_10047 1,58170974843457
1675 798_R_53_10045_10054 3,36965743621512
1676 799_R_54_10059_10053 3,71493331286993e-5
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1678 801_R_54_10059_10058 4,55149584692282
1679 802_R_54_10059_10056 4,73293578173733
1680 803_R_54_10059_10057 4,88099739416487
1681 804_R_54_10059_10053 2,91382718620453e-5
1682 805_R_54_10059_10052 0,133712702141538
1683 806_R_54_10059_10058 4,55148398741056
1684 807_R_54_10059_10056 4,73293499633917
1685 808_R_54_10059_10057 4,88097995832565
1686 809_R_54_10059_10053 3,14159186819163
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1689 812_R_54_10059_10056 4,73293499633917
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1693 816_R_55_10058_10055 3,56594171047711
1694 817_R_55_10058_10057 3,75962670951733
1695 818_R_55_10058_10059 1,24878307980194e-5
1696 819_R_55_10058_10056 3,41929271518625
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1698 821_R_55_10058_10057 3,75962718075623
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1701 824_R_55_10058_10055 3,56595089963562
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1703 826_R_56_10057_10059 2,37190245346029e-5
1704 827_R_56_10057_10058 0,288577590540063
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1706 829_R_56_10057_10055 3,05137789355115
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1713 836_R_56_10057_10059 2,67820773718530e-5
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1715 838_R_56_10057_10056 2,65043841432205
1716 839_R_56_10057_10055 3,05137490903812
1717 840_R_56_10057_10048 4,60123204955795
1718 841_R_57_10055_10057 1,54723438189297e-5
1719 842_R_57_10055_10058 0,185070751984077
1720 843_R_57_10055_10056 0,758197390264688
1721 844_R_57_10055_10054 3,14146298435302
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1723 846_R_57_10055_10057 3,14147075979483
1724 847_R_57_10055_10058 0,184937234296299
1725 848_R_57_10055_10056 0,758206579423200
1726 849_R_57_10055_10054 3,14146541908732
1727 850_R_57_10055_10046 4,70629436917654
1728 851_R_57_10055_10057 1,09955742875643e-6
1729 852_R_57_10055_10058 0,185025670129498
1730 853_R_57_10055_10056 0,758160005312110
1731 854_R_57_10055_10054 3,14143235382464
1732 855_R_57_10055_10046 4,70625384263131
1733 856_R_58_10056_10058 4,71238898038469e-5
1734 857_R_58_10056_10057 5,84393017854915
1735 858_R_58_10056_10054 3,27713219185939
1736 859_R_58_10056_10055 3,86146599069279
1737 860_R_58_10056_10058 2,52112810450581e-5
1738 861_R_58_10056_10057 5,84386569735994
1739 862_R_58_10056_10054 3,27712535889537
1740 863_R_58_10056_10055 3,86146991768361
1741 864_R_58_10056_10058 1,13097335529233e-5
1742 865_R_58_10056_10057 5,84386420510343
1743 866_R_58_10056_10054 3,27712119628511
1744 867_R_58_10056_10055 3,86146583361316
1745 868_R_59_10054_10045 3,72278729450391e-5
1746 869_R_59_10054_10055 1,29837775368802
1747 870_R_59_10054_10056 1,47237234953297
1748 871_R_59_10054_10045 7,06858347057703e-7
1749 872_R_59_10054_10055 1,29838796386415
1750 873_R_59_10054_10056 1,47238083183313
1751 874_R_59_10054_10045 0
1752 875_R_59_10054_10055 1,29836471607851
1753 876_R_59_10054_10056 1,47235507077337

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