Hyperbolic Discs with Dirichlet Boundary Conditions

We analyzed hyperbolic discs of three different hyperbolic radii to test our conjecture. The hyperbolic radii used were 1/2, 1, and 2. We then compared the eigenvalue counting function N(t) with its prediction for Hyperbolic Discs given by N'(t) = area/4pi*t - perimeter/4pi*sqrt(t) + 1/6, using the Hyperbolic area and perimeter. These are given by 2pi*(cosh(r)-1) and 2pi*sinh(r), respectively.

Note that the predicted counting function for the disc with hyperbolic radius 2 does not seem to match as well as the other two discs. This is because the error for each eigenvalue decayed at an extremely unsteady rate with successive refinements, making it difficult to predict the true eigenvalues. We suspect this is due to the relatively large area of the disc, because while the hyperbolic area of 2pi*(cosh(2)-1) is not excessive, in order to simulate the problem in MATLAB we had to use a Euclidean disc of radius (e^4-1)/2 and solve for the Eigenvalue of the Laplacian with a scalar.

Here N'(t) = (Area/4pi)*t - (Perimeter/4pi)*t^1/2 + 1/6.


Difference Graphs and Scatterplots for the Hyperbolic Discs



Calculated and Predicted Eigenvalue Spectrums for the Hyperbolic Discs

Hyperbolic Disc of Radius 1/2       
Refinement       
012345 Prediction
23.7801179623.5455758223.4854479223.4702622523.4664527923.46549942 23.46517986
60.725701159.2426616258.8608085858.7642802958.7400609658.73399949 58.73196778
60.8353328159.2730703458.8687828658.7663063858.7405699958.73412693 58.73196732
111.2646812106.258452104.9622131104.6336275104.5511017104.5304411 104.523516
111.3907379106.2902105104.9700335104.6355531104.5515797104.5305603 104.5235149
130.9963796124.4801902122.789935122.3609101122.2531071122.2261142 122.2170666
176.2027091164.3679641161.2742668160.488744160.2914017160.2419951 160.2254348
176.9805681164.537371161.3165711160.4993441160.2940536160.2426582 160.2254313
218.3873769202.3814782198.267288197.2264393196.9651308196.8997168 196.8777911
220.5725726203.1320872198.4729759197.2791567196.9783982196.9030396 196.8777806
257.7408971233.8438379227.5851886225.9949807225.5953655225.4953091 225.4617718
259.3848863234.2144929227.677774226.0181179225.6011459225.4967537 225.4617631
327.8397975294.2675139285.4386297283.1808545282.6121376282.4696401 282.4218773
333.2978433295.5223455285.7466277283.2574945282.6312657282.4744193 282.421847
352.8307086313.5720771303.3529276300.7554317300.1002307299.9352515 299.8799532
357.2988937314.8555401303.7409134300.9184551300.2100632300.0329231 299.9735486
362.4125175316.1801395304.0637814300.9970818300.2290948300.0375873 299.9733971
463.0626022400.6675087384.1940196379.9379078378.8599602378.5894452 378.4987729
464.229896401.0721492384.2811949379.9578319378.8648134378.5906506 378.4987556
477.9108465408.7997245389.9289847385.1592554383.9670947383.6691171 383.5692398
483.1841743409.7106265390.1628285385.2226773383.9833454383.6732064 383.5692528
512.836036438.8387656420.2327111415.5624977414.3923101414.0995162 414.0013764
522.6505827442.6549411421.3515112415.8534806414.465791414.1179338 414.0013376
596.4823444511.894047485.5157208478.4927182476.7014889476.2512613 476.1003522
625.5900582516.9852919486.5370649478.72427476.7577771476.265232 476.1001388
632.1792927523.077975494.3980616487.2130718485.4166959484.9675058 484.8169446
640.6835833523.7815485494.5437717487.2518793485.4265781484.9699871 484.8169452
708.1322523583.1928502550.2644341541.9064044539.8056309539.2795597 539.1032291
716.5866356585.967932551.1983838542.1617299539.8709324539.2959775 539.1032619
758.4741016606.5872551568.9086682559.5855778557.2655558556.6862017 556.4920115
764.7119001633.940989592.0325375581.1280269578.3702832577.6786306 577.4467998
797.9028988635.3793922592.2884106581.1895789578.385515577.6824273 577.4467636
820.7747985658.8953042615.7715117604.8133042602.0604849601.3713133 601.1403141
834.0855252661.9368795616.4357324604.9753471602.1008316601.3813928 601.1402485
924.2145629745.7899892693.091504679.5265596676.1091031675.2527897 674.9657673
932.935056746.6256649693.3328659679.6047965676.1299603675.2580877 674.9658501
950.7706723767.8312302708.3287112692.7586879688.8265113687.8407543 687.5103445
990.3063733769.8134033708.5758254692.8325064688.8460124687.8456965 687.5104067
1005.907722785.2993353728.8578024714.7790947711.260313710.3804567 710.085543
1045.013781790.3430236730.7326215715.2960835711.392758710.4137739 710.0856343
1048.340001813.0870348749.0534292732.7495513728.6468497727.6191372 727.2746645
1076.317638816.6206724749.7888471732.9122912728.6859787727.6288173 727.2744739
1119.199357915.9552961834.8138627813.442423808.023759806.6638336 806.2080085
1188.520896919.4899813835.3734774813.5648398808.0533757806.671181 806.2078916
1210.510681927.4140855848.2865065828.1526725823.0750976821.8019819 821.3752541
1227.14659928.0457314848.8176248828.3111227823.1160888821.8123113 821.3753061
1234.19019981.8601911893.9814003870.8811966865.0214543863.5510737 863.0582258
1304.826144987.0386936894.7966345871.0231429865.0529774863.5587024 863.0578456
1349.711842994.3786078904.3372138882.0944446876.549879875.1637636 874.6991601
1361.051135998.2005404906.0499518882.6468136876.697106875.2011633 874.6997474
1382.8251491019.676666924.4172967900.1452371894.0806737892.5659657 892.0582601
1396.7602271075.734351971.1512248943.0590544935.8799727934.0741165 933.4688226
1455.0386331089.749554973.465408943.5109305935.9840288934.0995564 933.4679116
1489.8384621124.0049891015.906931987.7342115980.5523027978.745762 978.1402388
1526.910671133.5166721017.701262988.0973557980.6366316978.7664228 978.1395591
1540.1275381173.0074771050.6363351019.0100961011.0250511009.0239 1008.353147
1598.2281461182.9280141052.68751019.4547331011.1320991009.050415 1008.352669
1608.9635311219.0434431093.4746861061.0876761052.9188971050.870565 1050.183997
1650.883911220.5910931093.9994521061.3355151052.9896771050.888831 1050.184661
1709.5069811258.5370151119.2591461081.923571072.4196821070.030925 1069.230252
1750.8076791261.784471121.3880731082.3878721072.52931070.057899 1069.229526
1788.8228281267.8463071128.1523241095.8345611087.8037591085.798799 1085.126769
1817.2681021271.3222071134.4987021097.5993251088.2540911085.911923 1085.126867
1876.6141711350.7012681197.1541721158.2748241148.4062041145.923347 1145.091133
1924.5438391351.2077311198.7924971158.7382311148.5224741145.952368 1145.09091
1950.8573981383.7788211219.619381177.2776011166.6088461163.937115 1163.041594
2015.1025831398.6342861223.0888751178.0082331166.7801681163.979187 1163.040343
2038.0466791458.8337871279.0940421230.0742681217.6152161214.486895 1213.438332
2046.0578231464.7774431279.805911230.2208091217.6509091214.495768 1213.438215
2141.9385751466.9698911295.1417221251.2925391240.128611237.32056 1236.379347
2208.8924431471.0555841297.5064151251.9028241240.2807441237.358525 1236.379045
2233.8150281522.2557081349.5435291304.5244151293.0773981290.201285 1289.237258
2255.5904861551.6712651356.5955361306.3943691293.5567121290.3219 1289.237644
01572.8694061375.59421323.6356531310.8249921307.643771 1306.577478
01592.1952041391.0874321339.7309841326.5541841323.205876 1322.083577
01599.8000931391.7496131339.8094991326.5803111323.213473 1322.084963
01624.8527861404.0265251346.2080251331.7834141328.212346 1327.015382
01631.1295151405.6862661346.5434661331.8614271328.231573 1327.014905
01674.9695251449.4952431387.2367711371.3663581367.381177 1366.045409
01684.6772751450.4851631387.3715321371.39841367.389233 1366.045424
01735.680561511.2781511453.0099791438.1324731434.385851 1433.130043
01748.8880231516.1124321454.2433171438.4393181434.462407 1433.129411
01823.6252821588.9748151524.1158331506.282351501.733207 1500.208407
01835.1988231590.036241524.2110441506.3184051501.742849 1500.209197
01849.1037011592.0963361526.195981509.8186091505.671509 1504.281469
01859.2166381593.73511526.3949911509.8720221505.686141 1504.283101
01881.6930111606.9176861532.8232391514.8515331510.441868 1508.963819
01890.7509911608.4205981533.294081514.9673211510.470388 1508.963088
01895.1932741625.5784021553.4719641533.6502671528.675631 1527.008214
01905.7059981631.3472151553.9170121533.7589761528.702692 1527.007908
01920.2119411633.6366771560.4559491544.4451021540.459018 1539.122948
01932.2909541639.855411564.5297251545.4835731540.719588 1539.122777
02039.9606391745.823451667.1084091647.0355811641.985069 1640.292219
02051.2165311746.9079751667.5642941647.1661541642.018785 1640.293471
02115.8497141799.7631751712.8243611690.1822881684.434212 1682.50755
02130.0033141801.2422681713.0649711690.2407891684.448777 1682.507388
02146.5814081823.0449091729.2840391704.5704821698.366682 1696.287269
02151.8548911824.4445231729.3848441704.6029861698.375225 1696.28778
02161.9834761829.4448741735.8046681713.1652021707.12845 1705.105028
02175.2806671831.6769831736.4886271713.22271707.337821 1705.365305
02197.9778961846.4292621759.2933821737.4533761731.967575 1730.128823
02206.8849951848.1552571760.0154981737.6476951732.016903 1730.129553
02225.0119221898.5727271812.3782091790.1972751784.600996 1782.725213
02284.6747921910.0863691815.1903461790.929341784.786585 1782.727633
02297.6322441932.1453631832.7830221808.1624831802.084038 1800.046642
001991.6756881892.0100481866.376691859.907008 1857.738475
001997.8885351893.4011866.7113481859.989715 1857.736732
002018.6433651910.6450691883.1010741876.172993 1873.850812
002020.542271911.1208131883.2259931876.204648 1873.851206
002034.0397221915.0455681884.2491321876.464205 1873.854823
002036.2078381915.5501781884.3546951876.48905 1873.852613
002065.3953561950.219881921.5588961914.418197 1912.02475
002068.5550791950.8104441921.6908961914.450298 1912.023367
002112.8270082003.9531961976.0608871969.022684 1966.663593
002121.5152006.0232791976.5685991969.148954 1966.662008
002195.0788492077.8009012047.4892682039.851544 2037.291503
002198.7034582078.459642047.6885952039.905748 2037.297063
002233.2902722107.881182071.9005982062.743077 2059.673624
002243.3443112108.4328472071.999262062.766205 2059.671435
002247.1656822112.0042672082.0438792074.577149 2072.074422
002253.4602892118.0708662083.5791792074.960913 2072.072209
002256.7360462121.1570492085.9424372077.130394 2074.176739
002260.0151932121.7973112086.0980472077.168755 2074.1758
002264.5499612129.3834282096.4461532088.133015 2085.346586
002266.1497072130.103092096.5878212088.165153 2085.342011
0002175.9501872139.9275332130.982228 2127.983907
0002176.1021962139.9993182131.003487 2127.98823
0002262.4360542226.0373432216.840386 2213.757714
0002262.8513592226.125242216.862082 2213.757221
00002268.4655612257.410004 2253.70436
00002268.4883872257.416086 2253.704829
00002297.7181732287.020882 2283.435323
00002297.899352287.065043 2283.433558


Hyperbolic Disc of Radius 1       
Refinement       
012345 Prediction
6.2054002236.1377252876.1194308916.1146842946.113483526.113182319 6.113078003
15.4360528214.8938298714.747773114.7101995514.7007244714.69835001 14.69752767
15.5415348814.9245221614.7565127214.7124797214.7013012814.69849467 14.69752265
28.1369383926.2024561825.6600137325.5177115225.4815969825.47253104 25.46939122
28.2376856926.2193651825.6647347625.5189520625.4819112225.47260984 25.46938848
34.4488615231.7853187331.0570833630.8650441630.8161847530.80391023 30.79965918
44.4136637840.0048865438.7402943838.4040211138.3182597138.29670247 38.28923653
45.1763832240.1974050338.7896737138.4164594638.3213765338.29748222 38.28920687
57.6640042551.5433486549.8368996949.3867241649.2721716849.24339171 49.2334243
60.2681720352.2675860550.0457640949.4415798149.2860691349.24687786 49.23330469
64.5975259756.4967092453.9869859953.3050327553.1300279753.08596632 53.07070639
67.2038872556.9670340954.0906575753.330014953.1362158453.0875098 53.07064137
86.4935063374.8685051171.2204046670.1725176169.8638755969.78233184 69.75409069
88.4791495875.2667163671.3098912570.1908190769.8674816169.78318291 69.75398763
91.5379691776.3869134171.6084051670.3224165270.027174269.95648155 69.93199847
94.316781276.7768502771.6595556770.3354496470.0315043269.95762568 69.9320392
101.483692881.6603605476.893680775.6410322975.322215675.24211905 75.21437911
111.761286698.1593812491.0820608789.0189657488.4783382488.34145698 88.29405071
121.820373798.7519733491.1829525289.0408935188.4836550488.34277687 88.29398635
128.373676102.924424895.4708666993.4959039992.9897306992.86225473 92.81810581
132.1854653103.059666795.5255526293.5125849192.994122892.86336701 92.81808219
140.8240223113.7275504106.2091983104.2009748103.6871887103.5579019 103.5131258
145.7324529116.1910053107.0049503104.4232187103.7444742103.5723362 103.5127194
157.9385632123.3221943112.8892562109.7666983108.9395463108.7293917 108.6566087
163.8468964125.1207995113.2341089109.8389461108.9565481108.7335731 108.6563499
174.1105232133.9404265122.1414491118.9368035118.1075442117.8981016 117.8255651
182.8701774134.5944355122.2979342118.9775778118.1178675117.9006912 117.8254763
187.0831649152.1879045137.2189721132.4885857131.2401583130.9230501 130.8132256
200.8790277152.5764821137.3881959132.5382671131.2525972130.9261541 130.8130966
207.1150984153.3156591139.1111874135.4048531134.4305003134.1832638 134.097638
211.1270417153.9017862139.3847844135.5071038134.4594861134.1907497 134.0976778
222.0983732160.4774258145.1597294140.8477406139.7397081139.4614528 139.3650843
240.0200736169.8226031151.6320271146.6413476145.3431314145.0147883 144.9010728
243.5857577170.1727003151.7109403146.6628492145.3488161145.0162329 144.901049
251.5219544185.5134082163.8204552157.1292623155.3503465154.8976732 154.7408983
266.3559606185.7248108164.0937419157.2081625155.3704427154.9027153 154.7407267
275.3100005194.157763174.6898291168.9906548167.4510345167.0564532 166.9197973
284.7641051195.4360033175.0513552169.0905228167.4766796167.0629084 166.9196065
300.0269476203.980649183.7872406176.5623091174.6520094174.1681581 174.0005852
306.3098935209.6798563183.9014866176.5971234174.6617314174.1706521 174.000576
315.0520895211.2127834185.1398252179.4538539178.0189478177.6569945 177.5316388
317.2823617215.2823837188.1342139180.3264641178.2433383177.7134713 177.5299617
338.367714219.1110432192.8897302183.7337886181.2674949180.6379815 180.4199613
347.2053144222.9017412193.2835955183.825085181.2897688180.643514 180.4196957
370.1745045241.326727213.1865182204.9714103202.7179021202.1342369 201.9320953
379.4201948243.5047775213.8769263205.1522745202.7622946202.1452196 201.9315072
390.5070295253.3435606219.139329208.7207361206.0078978205.3236367 205.0866556
398.2004449256.1839213219.390394208.8106823206.0320094205.3297491 205.0865343
407.0967329256.4652259224.6173873212.3305493208.9851571208.1296921 207.8334178
421.8320532263.1518445224.9719858212.3976071209.0014006208.1337287 207.8332267
441.9306228264.9282831230.9195864221.5145464218.8908841218.2225233 217.991049
465.4578955265.2058697231.3885772221.6043745218.93749218.2359683 217.9930093
470.2874724281.1941978238.688754227.1689267224.2321875223.502976 223.2504272
482.2263938292.9323934254.2784514242.5912909238.4886933237.3594148 236.9683102
491.5608628294.7536111254.8001959242.7238581238.5002042237.3617713 236.9674963
520.2685919296.1445433258.1501864242.9981346239.3733723238.4535997 238.1350536
536.0203238302.7651453258.4350702243.0602862239.400169238.4599522 238.1343257
538.4907656309.063224259.1779932243.9382371240.2547261239.3842171 239.0827326
544.4474358310.8142147259.6894606244.0443629240.2946171239.3944325 239.0826704
584.5613496325.6198464279.3576102265.7448514262.011746261.0476243 260.7137188
586.7357533328.6869134280.3219881266.0221358262.0847075261.0661739 260.7134239
0329.6545282289.2184008275.4349461269.7713708268.3129469 267.807849
0336.2280575295.3109269275.553901269.8078721268.3223744 267.8079
0347.9225157295.5500124275.9374207272.4673546271.5902794 271.2865208
0351.416146295.8583546277.8219454272.959994271.7145993 271.2832801
0352.8793681297.2670531279.6421236274.7936111273.5365263 273.1011585
0361.1363693297.3108417279.7086443274.8118495273.5412445 273.1011942
0369.2285059303.2071779284.7082564279.960669278.7668785 278.3534315
0371.5788443303.2799712284.7430153279.9738088278.7705722 278.3538537
0384.2335604330.9893931310.0690946302.8617032300.9921669 300.3446879
0393.343784332.6675187310.1788272302.8772799300.9953592 300.3435911
0400.6097036335.2460332312.5573382307.4488563306.1217285 305.6621027
0403.434298336.3615577312.9804536307.5529098306.1475394 305.6608156
0410.0097415341.2140223318.52456312.1855337310.5442714 309.9758508
0414.9074961341.5528206318.6594841312.2227543310.5537318 309.9756971
0415.8271628347.793379327.959195321.8231127320.2437468 319.6967629
0421.0226932349.2223857328.2413893321.8805904320.2576788 319.6956137
0436.874449352.3205251329.0584105323.5189582322.1067083 321.617602
0440.6077257352.7217737329.3977577323.6929642322.157897 321.6262551
0450.579407359.7256187335.3631636328.9667705327.4061221 326.8656206
0455.3322063378.0732115346.7704569337.7249778335.3786905 334.5660977
0457.2147903379.039334346.8666148337.7488114335.3845723 334.5657623
0471.2436374386.8636004359.7156024351.5819886349.4672307 348.7348237
0478.8780075388.0575074359.8131065351.6027498349.4721814 348.7342988
0481.265308388.6100214362.1594645355.229576353.4257413 352.8010168
0488.5736216389.239421362.4474366355.3073797353.4455642 352.8007592
0502.1571645404.937973374.1197056365.8931678363.8047431 363.0814562
0508.202025405.134085374.2088561365.9239327363.813062 363.0820014
0513.2972104411.2214285384.2664149374.3520859371.4641694 370.4639935
0515.3726909412.9662127385.0392492374.4360215371.4859248 370.4642139
0521.6699064420.8676136385.5069994376.8409634374.9002751 374.228154
0522.6745835423.6196331385.7355686377.0690504374.9596646 374.2291182
0529.180018424.8357977394.2272055387.1788436385.3940638 384.7759386
0545.5118067431.9606865398.0137997388.1815564385.6471016 384.7693405
0552.306743439.2154901403.162452392.9375537390.2787658 389.3579443
0563.091663439.9409158403.3593443392.9918391390.2926649 389.3578564
0567.2610214446.7779679414.3156776405.2906532402.9222904 402.1020522
0571.7762774447.1441472414.575042405.3696824402.9426018 402.1020278
0580.6041537462.1088095422.6662425412.0918142409.2630404 408.2833474
00462.8298815422.9145285412.1550018409.2740201 408.276246
00471.7757652426.364827412.8210627409.4134602 408.2333007
00473.9159591426.7231921412.8715026409.4284313 408.2359879
00477.1244522442.3929818432.5697609429.9814024 429.0849727
00480.3773856443.312518432.8022571430.0392329 429.0823111
00492.5535913448.9178283436.2794662432.9748962 431.8304202
00492.9971836449.2435254436.3501572432.9919571 431.8289073
00494.3354321458.7247096448.6264081445.9165242 444.9780066
00496.9625077459.2732477448.8847824446.0118999 445.0169307
00509.4160399467.0309614453.0719535448.7528059 447.2569497
00510.0918749468.8766453.1179252448.7644053 447.2566451
00513.3712641469.1732197454.2791577451.2438032 450.1925649
00522.9030915469.5809201457.591564454.5850802 453.5438407
00524.3641222469.7300124457.6724617454.6066252 453.54483
00524.8378654474.2395954460.5109122457.0630602 455.8689611
00526.2488967474.4009803460.5600241457.0763687 455.8698697
00548.2623003497.1740478481.606803477.5419509 476.1341653
00549.9971027497.3392851481.674505477.5603841 476.1355352
00551.0299644503.6287099490.7357233487.3361222 486.1587339
00551.6360697503.994029490.8365969487.3621003 486.1587734
00570.72446514.8581104495.1365611489.9371954 488.1364922
00571.8078441515.0410161495.1640281489.944603 488.1369526
00576.12305524.5278339510.6510208506.6983609 505.3294309
00576.9686173524.7791924510.7050693506.7163271 505.3349008
00578.1060951525.9900857512.2029429508.4191749 507.1087375
00580.5285812526.684532512.4671738508.438842 507.0437045
00582.7108591529.6452975512.6537666508.700155 507.3308955
000529.8098324512.6987801508.8004848 507.4503831
000534.9181742522.2713601519.0965326 517.9969904
000541.9298318524.1425703519.5664544 517.9816022
000547.6391429528.9088798523.9715695 522.2616243
000548.0515944528.9792556523.9863786 522.2571889
000562.365738538.9816606532.8034383 530.6637264
000562.6204366539.0527109532.8220929 530.6642347
000567.4879035551.201846546.9121208 545.4264546
000567.8341894551.3326663546.9472172 545.4283989
000581.879463563.4125009558.3704142 556.6241816
000582.0096093563.453199558.382083 556.6257967
0000569.324418564.3560378 562.6353321
0000569.4023178564.3762636 562.6355837
0000578.1931446572.2523315 570.1948419
0000578.2488539572.2634148 570.1904698
0000578.3484645573.8016961 572.2270078
0000578.7345606573.8962634 572.2206095
0000584.6652872577.3654717 574.837317
0000584.7486612577.37908 574.8267632


Hyperbolic Disc of Radius 2       
Refinement       
012345 Prediction
1.8300404951.7733765861.7683455721.7676400921.7673659291.767282572 1.767246156
4.3112880713.8601184183.7562427463.7318754793.7251256143.723331846 3.722682625
4.5669868353.9350632713.7784053443.7376088563.7265560893.723688744 3.722684317
7.7637744756.4251674556.051319935.9453362795.9153052515.907349559 5.904482422
8.2651505266.6311587866.1014196115.9572507315.918203215.908067691 5.904514538
11.502091218.905643818.195031118.0064071697.9541791567.940371649 7.935409527
11.645071059.7151882958.7371864498.4317657298.3453969388.32265343 8.314518686
13.735274839.880224438.763788228.4383101758.3470566238.32307111 8.314523531
17.1826328913.3498316211.7573120611.1838286711.0117257210.96557759 10.94864827
20.1119805613.6921602811.8562199811.2092241911.0181599410.96719132 10.94866955
21.4513409314.8472427513.0185365812.5326057212.4008832612.36600112 12.35338141
22.7788948615.4833395113.214777912.5857331412.4143264512.36936708 12.35343649
26.3572676217.21242415.2227645514.2384891813.921370313.8345694 13.80185638
29.7594748118.1376205715.3960714714.2626118513.9257274613.83555874 13.80260421
32.5329561521.2176233418.46830417.3871637817.06955216.92545001 16.80577155
34.1696580822.2560640518.5566926417.4204619617.07454116.92664836 16.81619833
37.7589348122.6764642819.1693524217.6003268517.0897763217.00861477 16.99317209
41.2778950924.2795522519.3715044817.6212383717.099178917.01106422 16.99327391
43.0020312625.5606445420.8530010519.534632619.1700573819.07251935 19.03689259
51.8115789328.4489330923.4667701821.2534605220.4597242120.23579079 20.1477846
51.9943273830.3765284823.8577663321.3183633920.4720094720.23852548 20.14957549
58.0961273531.4767618524.4445310222.5670466522.0247417321.87759832 21.8228076
61.8658040133.0999483824.6164556522.6030866422.0336447921.87983843 21.82292223
65.1941034836.4056476628.1579201325.2612150924.099260423.76554296 23.63107989
68.5883407437.8024805328.8027746725.3243832724.1092666723.76777574 23.63429059
75.2832513638.4298751328.9505273226.7607450326.1492500925.98168355 25.91640752
79.8651756140.0819328229.5203679526.9561081926.2031404425.9954839 25.91843338
82.0230411341.0708099731.053383728.0944399427.2185880426.97902834 26.88883574
91.7209582644.1467813731.4176878828.1792122327.2398462526.98444989 26.88908411
96.7027294246.9358764633.3552585529.6160743827.9841519527.51130499 27.31840621
100.454354250.0926628433.9880841629.6792983928.0006741127.51565155 27.31856162
102.208790850.8076904937.5472952333.986668732.1224600631.47476648 31.11281089
115.4311251.3873976737.9309292534.0165171732.143856431.47891364 31.12992325
116.464382252.9166874138.0801235334.2723902932.689645432.32002082 32.20740023
122.737491855.393339338.9226838434.4150635532.7076616732.32530032 32.21496392
129.520715257.7045951839.095131434.5690750433.4229932533.11701289 33.00524918
131.638271559.9544967839.5743231734.7319775833.4654522433.12790127 33.00556923
063.6317771541.3131012436.8321303835.5490298935.19842245 35.06659779
064.2462795943.0685587139.3560851836.5247791435.65506105 35.26945022
065.8383712746.2427134539.5067032136.5414555535.65816272 35.28341578
070.4782188446.3051491340.3500404438.4450561337.90160337 37.68276405
072.2214821746.6794334940.4071956238.4647428237.90721117 37.68468521
073.963308148.5696690742.7163353440.9665587440.04911351 39.0378507
074.8721400949.5525632842.8171887840.9924665340.05643748 39.07055125
076.7001271550.70883744.8089465741.1787116240.47964456 40.31181753
078.0719989653.1475086644.9642664741.2145183140.48696586 40.312921
083.4168235454.6477243146.8923036944.4800836743.72312111 43.37695603
084.8281275154.9492248547.0941412844.5176413543.73316949 43.38976186
087.8511684255.1906030247.1805543545.1089436144.60522146 43.96653928
089.8795640955.3558751647.5031975145.2693923244.6442697 43.99811761
093.6711653759.6905949250.5629614746.1120549344.66437779 44.40135149
095.7799057860.0059013850.8594083946.1444711744.66954136 44.44338853
096.0563462760.8476760851.2805289348.7787870948.07349504 47.79659509
096.9963161164.1225561551.5227979648.8374444748.08842084 47.79867868
098.826556664.6214922554.301246450.8259365249.49197821 48.66098678
0105.436260365.4566591154.4588430750.8547375149.49982054 48.68361508
0107.025236267.1158118656.7379199151.3213060849.79312033 49.19253016
0107.614054667.9045475157.1293596951.349382549.79848353 49.22973368
0112.635819570.5970504857.9054987155.0670496754.26419358 49.84535643
0116.477171170.913301857.978073555.1517605354.29158922 50.3808632
0119.301156971.8584069760.0985915856.7833303754.5400193 53.91527113
0120.811613273.1174474960.4163635556.8494865954.55037016 53.94753994
0122.75828473.8057202660.9759561756.9016297655.91405498 55.59809048
0125.529332975.236473262.0411525556.9543681655.9301816 55.67198275
0128.033141277.3645374562.092028657.2933490856.10145219 55.70218065
0131.743352381.5811129463.3179061457.471867456.11340755 55.70757811
0082.027971163.7381788857.5207199956.36695402 56.10406764
0082.8988451868.9625334962.5652584159.81011719 57.72595349
0084.3505969769.2007878762.6159658159.81696547 57.74755929
0084.9781740369.9300883564.4159179662.65679575 57.96185092
0086.8509352670.0684631864.4726684162.67167202 61.08903141
0087.3352373770.3329775765.1934632663.99945834 61.81692621
0087.6570417970.3726073465.250153364.00914826 61.83270222
0090.7070814570.4521301965.4940893164.16727619 63.61236512
0091.6038486770.9958692265.5651480764.18502331 63.63812407
0093.238712573.4766818968.6289356465.29591061 63.68247238
0095.2148581574.7494929268.6826381665.31018187 63.71478531
0097.1721864777.1264194269.4494724768.28481242 64.38902613
0098.1175420577.8108133369.8313050668.3837132 65.44183313
0099.3746049178.9561898471.7207122769.46513858 67.30181824
00100.553872379.0984491571.7335875769.47187977 67.36451343
00101.429122379.8756539274.1165697571.00848695 68.06290044
00103.16882779.9970689274.1736452171.02147743 68.07652415
00107.191925981.5350769374.9710578272.35037851 68.44350989
00108.048589182.1603600575.0680660372.3686154 68.46949528
00108.367325284.5648522375.8899587774.28278477 70.60871778
00108.595859685.3897906476.0276662374.31507356 70.70977328
00111.526099987.9897926179.2920424776.50912762 73.91731918
00113.249726388.0596467179.3735659576.52897105 73.93165484
00113.543547888.2797500581.6506413876.94574857 75.14375496
00115.32274388.3000604481.7266241676.96030605 75.19977331
00117.310419390.5545768182.2382606180.50869856 78.54556954
00119.029652790.7113719182.3938875180.56621529 79.4521296
00120.062958491.1511627283.2522103680.96003557 79.5190585
00124.307318891.8891468183.2963193880.9709555 80.02294377
00126.494198292.5543618284.5469886882.63756533 80.05150306
00126.852316494.232790186.7933759183.09837378 80.05454698
00127.138163994.768452586.9311289283.12174513 80.10819545
00129.218196297.0496008187.2335349883.81889559 81.98966395
00130.476112197.9565878187.3433619483.83347982 81.99746372
00132.327383598.40452888.6162833484.66480548 82.03967626
00134.3646145101.063047388.7322767684.70269661 82.09918779
00135.1505476102.058441492.724539389.49262422 82.74664992
000102.823552492.7778735389.50703624 83.51302452
000103.490207195.3191614889.82468258 87.78084163
000105.863895895.4053252189.84059959 87.92790316
000106.693023295.4808236691.36947436 88.98902802
000107.399469895.5580120891.38978399 89.125532
000107.816367495.9467710592.97524545 91.94546374
000108.032830896.0696936993.00276993 91.98289951
000108.229218498.0895419295.30864639 92.0465307
000109.865506198.1553573895.33975847 93.7769051
000110.861470199.4132691596.1087675 94.25774136
000113.9171082100.175591296.13280632 94.44762627
000113.9598465102.555727197.08653516 94.4484714
000116.0958822102.624947997.28458651 94.76788655
000118.2992632103.474262798.94909512 96.48467463
000118.4384344103.577195598.9675061 96.49659508
000118.6800309104.214312399.17655748 96.89472321
000118.8623757104.287033699.21015711 96.96099089
000121.4949018108.6251698102.9596834 98.35184626
000121.7423659108.7636091102.9864079 98.50429179
000122.3285304109.8628073105.6548328 103.3063545
000125.7789074109.9463487105.7025332 103.436968
000126.2306148111.4251865106.236504 103.5105377
000126.2725278111.5470381106.2632627 103.5351999
000126.4646499112.7526945107.2405747 103.9689952
000127.5390428112.7675195107.2534192 104.1484415
000129.5265384113.2145426108.3634709 106.2089351
000129.6009026113.3234785108.3727859 106.310155
000129.7116363115.1660313110.0521708 107.2794525
000133.6085747115.405932110.0680921 107.8533256
000134.0394223117.7127459111.9218948 108.7390444
000134.3905791119.6555367112.0266389 108.7520137

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