| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z | AA | AB | AC | AD | AE | AF | AG | AH | AI | AJ | AK | AL | AM | AN | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | ||||||||||||||||||||||||||||||||||||||||
2 | made XY values from graph tool: https://apps.automeris.io/wpd/ | |||||||||||||||||||||||||||||||||||||||
3 | https://www.youtube.com/watch?v=Mv5nqAPCKA4&t=0s | |||||||||||||||||||||||||||||||||||||||
4 | Agroforestry Latin America | |||||||||||||||||||||||||||||||||||||||
5 | fit Richard Chapman function, optimize, solver | CI (High) | CI (Low) | |||||||||||||||||||||||||||||||||||||
6 | https://www.youtube.com/watch?v=Ewp5CF5ba_w | CI (High) | fitted | start | start r^2 | sum res^2 | CI (Low) | fitted | start | start r^2 | sum res^2 | |||||||||||||||||||||||||||||
7 | Richard Chapman function ---- Biomass = b0(1-EXP(-b1Age))^b2 | 94.5806683870678*(1-EXP(-0.0421626413166425*Age))^1.37633955194627 | b0 | 70.13412236 | 70 | 1751.290025 | 207.0904645 | b0 | 56.63762743 | 60 | 26841.58662 | 313.1521863 | ||||||||||||||||||||||||||||
8 | install Solver add on: https://www.youtube.com/watch?v=DA5neI1GUUg | b1 | 0.1471804252 | 0.2 | b1 | 0.2776632024 | 0.17 | |||||||||||||||||||||||||||||||||
9 | cannot use company account with plugin | sum_res^2 | sum_orig | AVG | fitted | Start scenario (orig) | b2 | 2.425939308 | 3 | b2 | 6.911611314 | 3 | ||||||||||||||||||||||||||||
10 | 2.4840033 | 484.6579566 | b0 | 62.87385003 | 65 | CI (upper) | CI (lower) | |||||||||||||||||||||||||||||||||
11 | X | Y_ | Y_fit | Y_fit_orig | residual | residual^2 | res_orig | res^2_orig | b1 | 0.2091707646 | 0.18 | X | Y | Y_fit | residual | residual^2 | X | Y | Y_fit | residual | residual^2 | x | y curve | y upper CI | CI% | y lower CI | CI% | |||||||||||||
12 | 0.6508848888 | 0.1979228168 | 0.01362967833 | 0.08783468885 | 0.1842931385 | 0.03396396089 | 0.110088128 | 0.01211939592 | b2 | 4.092816633 | 3 | 0.123733172 | 2.481079921 | 0.004130777241 | 2.476949143 | 6.135277059 | 2.85251853 | 0.2391846922 | 0.876220517 | -0.6370358249 | 0.4058146422 | 1 | 0.06835104532 | 0.5631217182 | 724% | 0.003161033031 | -95% | |||||||||||||
13 | 1.022991983 | 0.2804465675 | 0.07430649969 | 0.3091948186 | 0.2061400679 | 0.04249372757 | -0.028748251 | 0.0008264619357 | 0.4958402662 | 2.426064087 | 0.1121738905 | 2.313890196 | 5.35408784 | 3.24529824 | 1.490794912 | 1.545199946 | -0.05440503455 | 0.002959907785 | 2 | 0.7773381927 | 2.548005928 | 228% | 0.1557898171 | -80% | ||||||||||||||||
14 | 1.395099077 | 0.4179861521 | 0.2270918793 | 0.7118343317 | 0.1908942728 | 0.03644062339 | -0.2938481796 | 0.08634675264 | 0.8369384359 | 2.426064087 | 0.3762004113 | 2.049863675 | 4.201941088 | 3.596732718 | 2.75615909 | 2.365940061 | 0.3902190291 | 0.1522708907 | 3 | 2.764048824 | 5.762330063 | 108% | 1.098249046 | -60% | ||||||||||||||||
15 | 1.643170473 | 0.6105415705 | 0.401264711 | 1.091055753 | 0.2092768595 | 0.04379680393 | -0.480514182 | 0.2308938791 | 1.240054455 | 2.426064087 | 0.9102966783 | 1.515767408 | 2.297550836 | 4.930116473 | 8.739131018 | 7.447001139 | 1.292129879 | 1.669599625 | 4 | 6.158522347 | 9.835265046 | 60% | 3.580467116 | -42% | ||||||||||||||||
16 | 2.51142036 | 1.875905748 | 1.613325461 | 3.126627162 | 0.2625802873 | 0.06894840728 | -1.250721413 | 1.564304054 | 2.139313266 | 2.921206591 | 2.930162799 | -0.008956208199 | 0.00008021366531 | 5.415922957 | 11.33862917 | 9.965638149 | 1.372991018 | 1.885104335 | 5 | 10.68929363 | 14.41607643 | 35% | 7.791070299 | -27% | ||||||||||||||||
17 | 2.883527454 | 2.618619505 | 2.458138677 | 4.314933962 | 0.1604808278 | 0.0257540961 | -1.696314457 | 2.877482737 | 2.635456058 | 3.9114916 | 4.471132657 | -0.5596410574 | 0.3131981131 | 5.705339586 | 12.82405668 | 11.5885844 | 1.235472277 | 1.526391748 | 10 | 36.66170218 | 37.25903546 | 2% | 36.32359116 | -1% | ||||||||||||||||
18 | 3.255634548 | 3.773952015 | 3.503665063 | 5.668568786 | 0.2702869528 | 0.07305503686 | -1.89461677 | 3.589572706 | 3.224625624 | 5.314395363 | 6.615764265 | -1.301368902 | 1.69356102 | 6.480562699 | 17.07402984 | 16.2333886 | 0.8406412383 | 0.7066776915 | 15 | 52.43538218 | 52.86993358 | 1% | 50.83018478 | -3% | ||||||||||||||||
19 | 3.627741643 | 4.874268692 | 4.741788515 | 7.166695265 | 0.1324801765 | 0.01755099717 | -2.292426573 | 5.255219591 | 4.340946907 | 9.633138318 | 11.35583972 | -1.7227014 | 2.967700114 | 7.603085766 | 23.18903977 | 23.20701388 | -0.01797410513 | 0.0003230684551 | 20 | 59.04201161 | 61.50593469 | 4% | 55.13807556 | -7% | ||||||||||||||||
20 | 4.43397368 | 8.80790081 | 8.009297865 | 10.80395939 | 0.7986029457 | 0.6377666649 | -1.996058582 | 3.984249861 | 4.682045076 | 11.17358166 | 12.92329516 | -1.749713494 | 3.061497313 | 8.037210709 | 25.56572379 | 25.83594821 | -0.2702244127 | 0.07302123319 | 25 | 61.5065931 | 65.91752856 | 7% | 56.26026936 | -9% | ||||||||||||||||
21 | 4.806080774 | 9.550614567 | 9.74163224 | 12.61602702 | -0.1910176725 | 0.03648775119 | -3.065412458 | 9.396753535 | 5.488277114 | 14.92841232 | 16.7486565 | -1.820244176 | 3.313288861 | 8.413452327 | 27.67833181 | 28.04281347 | -0.364481661 | 0.1328468812 | 30 | 62.39081728 | 68.09488973 | 9% | 56.54327636 | -9% | ||||||||||||||||
22 | 5.503781576 | 13.19541356 | 13.26605167 | 16.15081005 | -0.07063811183 | 0.004989742843 | -2.955396495 | 8.734368441 | 5.974083598 | 17.50040255 | 19.0944739 | -1.594071343 | 2.541063445 | 8.893057026 | 30.22006334 | 30.73427482 | -0.5142114837 | 0.26441345 | 35 | 62.70379549 | 69.15276749 | 10% | 56.6140747 | -10% | ||||||||||||||||
23 | 5.73634851 | 13.97938919 | 14.49956672 | 17.35273531 | -0.5201775332 | 0.2705846661 | -3.373346125 | 11.37946408 | 6.366863309 | 19.48097257 | 20.99371102 | -1.512738448 | 2.288377612 | 9.395401603 | 32.71228061 | 33.38453431 | -0.6722537069 | 0.4519250465 | 40 | 62.81405462 | 69.66296739 | 11% | 56.63175036 | -10% | ||||||||||||||||
24 | 6.294509151 | 17.77548172 | 17.53262652 | 20.25272956 | 0.2428552035 | 0.05897864984 | -2.477247839 | 6.136756854 | 7.720919679 | 26.6880468 | 27.42095532 | -0.7329085145 | 0.5371548906 | 10.32566934 | 36.83846814 | 37.78908912 | -0.9506209734 | 0.903680235 | 45 | 62.85283352 | 69.90817176 | 11% | 56.63616108 | -10% | ||||||||||||||||
25 | 6.662186399 | 19.33164388 | 19.56085878 | 22.15795659 | -0.2292148971 | 0.05253946903 | -2.82631271 | 7.988043534 | 8.155044623 | 28.99871182 | 29.40810521 | -0.4093933839 | 0.1676029427 | 10.68744013 | 38.24137191 | 39.32000146 | -1.078629548 | 1.163441702 | 50 | 62.8664644 | 70.02582203 | 11% | 56.63726158 | -10% | ||||||||||||||||
26 | 7.372069278 | 23.44898959 | 23.47312217 | 25.77984986 | -0.02413258382 | 0.0005823816018 | -2.330860273 | 5.432909611 | 8.640851107 | 31.63947185 | 31.57431625 | 0.06515560192 | 0.004245252461 | 11.13190138 | 39.97437067 | 41.06288968 | -1.088519007 | 1.184873629 | 55 | 62.87125471 | 70.08222631 | 11% | 56.63753615 | -10% | ||||||||||||||||
27 | 7.717474243 | 25.03757179 | 25.34988021 | 27.50001761 | -0.3123084174 | 0.09753654758 | -2.462445819 | 6.063639412 | 9.033630817 | 33.73007353 | 33.27653019 | 0.4535433412 | 0.2057015623 | 11.72107094 | 42.03746444 | 43.14652405 | -1.109059605 | 1.230013209 | 60 | 62.87293805 | 70.10925754 | 12% | 56.63760466 | -10% | ||||||||||||||||
28 | 8.051681541 | 26.96312597 | 27.1363494 | 29.13068886 | -0.1732234263 | 0.03000635542 | -2.167562886 | 4.698328866 | 9.519437301 | 36.09575439 | 35.31633323 | 0.7794211556 | 0.6074973377 | 12.18620481 | 43.68793946 | 44.61818487 | -0.9302454189 | 0.8653565395 | ||||||||||||||||||||||
29 | 8.407545865 | 28.88082075 | 28.9984072 | 30.82579301 | -0.1175864502 | 0.01382657327 | -1.944972257 | 3.782917079 | 10.48071396 | 40.22194192 | 39.12492242 | 1.097019503 | 1.203451789 | 12.8063833 | 45.58598572 | 46.35954932 | -0.7735635938 | 0.5984006336 | ||||||||||||||||||||||
30 | 8.761933574 | 30.71992148 | 30.80440641 | 32.46759334 | -0.08448493223 | 0.007137703774 | -1.747671861 | 3.054356932 | 10.9148389 | 41.92743277 | 40.74208556 | 1.185347212 | 1.405048012 | 13.36454394 | 47.15393699 | 47.7288216 | -0.5748846096 | 0.3304923143 | ||||||||||||||||||||||
31 | 9.147330207 | 32.82231228 | 32.70684071 | 34.19689846 | 0.1154715606 | 0.01333368131 | -1.374586189 | 1.889487191 | 11.4109817 | 43.64667758 | 42.51069946 | 1.135978118 | 1.290446286 | 13.72631473 | 47.86914283 | 48.52482333 | -0.6556805063 | 0.4299169263 | ||||||||||||||||||||||
32 | 9.488428377 | 34.41226987 | 34.33250102 | 35.67619913 | 0.07976885486 | 0.006363070205 | -1.263929255 | 1.597517163 | 11.87611556 | 45.37967635 | 44.09175832 | 1.28791803 | 1.658732851 | 14.10875813 | 48.804412 | 49.29429249 | -0.4898804861 | 0.2399828906 | ||||||||||||||||||||||
33 | 9.798517622 | 36.19478289 | 35.76033547 | 36.97789519 | 0.4344474142 | 0.1887445557 | -0.7831122969 | 0.6132648695 | 12.34124943 | 46.87885782 | 45.59893708 | 1.279920742 | 1.638197105 | 14.60490092 | 49.83595889 | 50.19103661 | -0.3550777262 | 0.1260801917 | ||||||||||||||||||||||
34 | 10.35667826 | 37.82325157 | 38.20527818 | 39.21505898 | -0.3820266126 | 0.1459443327 | -1.391807412 | 1.937127873 | 12.71335653 | 47.97917449 | 46.75222208 | 1.226952416 | 1.505412231 | 15.03902587 | 50.70245827 | 50.8899465 | -0.1874882268 | 0.0351518352 | ||||||||||||||||||||||
35 | 10.69777643 | 39.534244 | 39.61829959 | 40.51444689 | -0.08405559262 | 0.00706534265 | -0.9802028853 | 0.9607976963 | 13.20949932 | 49.51961784 | 48.21879545 | 1.300822392 | 1.692138895 | 15.53516866 | 51.77526703 | 51.60041971 | 0.1748473187 | 0.03057158486 | ||||||||||||||||||||||
36 | 11.06988353 | 41.01967152 | 41.08892029 | 41.87325672 | -0.06924877378 | 0.00479539267 | -0.8535852056 | 0.7286077032 | 13.60227903 | 50.56491868 | 49.32345158 | 1.241467106 | 1.541240576 | 16.00030253 | 52.60050454 | 52.1895356 | 0.4109689342 | 0.1688954649 | ||||||||||||||||||||||
37 | 11.44199062 | 42.39506736 | 42.4858057 | 43.17121949 | -0.09073833967 | 0.008233446286 | -0.7761521321 | 0.6024121322 | 14.07774921 | 51.85779078 | 50.59585368 | 1.2619371 | 1.592485245 | 16.65148994 | 53.59078954 | 52.90394267 | 0.6868468696 | 0.4717586223 | ||||||||||||||||||||||
38 | 11.81409772 | 43.82547904 | 43.80976984 | 44.40911264 | 0.01570920419 | 0.0002467790964 | -0.5836335963 | 0.3406281747 | 14.51187415 | 53.04063121 | 51.69746376 | 1.343167449 | 1.804098795 | 17.11662381 | 54.03091621 | 53.34478692 | 0.6861292974 | 0.4707734128 | ||||||||||||||||||||||
39 | 12.18620481 | 45.11835114 | 45.06213598 | 45.58801563 | 0.05621515813 | 0.003160144004 | -0.4696644946 | 0.2205847374 | 14.88398124 | 53.92088455 | 52.597467 | 1.323417547 | 1.751434003 | 17.3646952 | 54.25097955 | 53.55875545 | 0.6922241004 | 0.4791742052 | ||||||||||||||||||||||
40 | 12.5583119 | 46.30119156 | 46.24463793 | 46.70925432 | 0.05655363297 | 0.003198313402 | -0.408062754 | 0.1665152112 | 15.34911511 | 54.91116956 | 53.66701547 | 1.244154085 | 1.547919388 | 18.48101649 | 55.46132789 | 54.36500881 | 1.096319089 | 1.201915545 | ||||||||||||||||||||||
41 | 12.930419 | 47.45652407 | 47.35933317 | 47.77435189 | 0.09719089932 | 0.00944607091 | -0.3178278198 | 0.101014523 | 15.81424898 | 55.90145456 | 54.67724047 | 1.224214094 | 1.498700148 | 18.85312358 | 55.7914229 | 54.58458401 | 1.206838883 | 1.45646009 | ||||||||||||||||||||||
42 | 13.30252609 | 48.474317 | 48.40852718 | 48.78498601 | 0.06578981594 | 0.004328299881 | -0.3106690104 | 0.096515234 | 16.27938285 | 56.56164457 | 55.63063546 | 0.9310091059 | 0.8667779552 | 19.34926637 | 56.01148623 | 54.84517266 | 1.166313577 | 1.36028736 | ||||||||||||||||||||||
43 | 13.67463319 | 49.49210992 | 49.39470807 | 49.74295145 | 0.09740185851 | 0.009487122042 | -0.2508415217 | 0.06292146902 | 16.86855241 | 57.63445333 | 56.76060221 | 0.8738511243 | 0.7636157874 | 19.62834669 | 56.23154957 | 54.97712975 | 1.254419816 | 1.573569075 | ||||||||||||||||||||||
44 | 14.04674028 | 50.48239493 | 50.32049062 | 50.65012783 | 0.1619043085 | 0.0262130051 | -0.1677328945 | 0.02813432389 | 17.27166843 | 58.04707208 | 57.48612965 | 0.5609424384 | 0.3146564192 | 19.96944486 | 56.56164457 | 55.12544657 | 1.436198001 | 2.062664698 | ||||||||||||||||||||||
45 | 14.41884738 | 51.25261661 | 51.18856891 | 51.50845186 | 0.06404770119 | 0.004102108028 | -0.2558352579 | 0.06545167917 | 17.67478445 | 58.43218292 | 58.17482585 | 0.2573570756 | 0.06623266435 | 20.62063228 | 57.22183458 | 55.37316072 | 1.84867386 | 3.41759504 | ||||||||||||||||||||||
46 | 14.79095447 | 51.99533036 | 52.00167634 | 52.31989365 | -0.006345976937 | 0.00004027142328 | -0.3245632864 | 0.1053413269 | 18.17092724 | 59.31243626 | 58.97421746 | 0.3382188032 | 0.1143919588 | 21.147784 | 57.55192958 | 55.54390038 | 2.008029195 | 4.032181249 | ||||||||||||||||||||||
47 | 15.16306156 | 52.7105362 | 52.76255261 | 53.08643656 | -0.05201640882 | 0.002705706787 | -0.375900354 | 0.1413010761 | 18.57404326 | 59.6975471 | 59.58638293 | 0.1111641737 | 0.0123574735 | 21.33383754 | 57.55192958 | 55.59853273 | 1.953396852 | 3.815759263 | ||||||||||||||||||||||
48 | 15.53516866 | 53.42574204 | 53.47391643 | 53.81006033 | -0.04817438634 | 0.002320771499 | -0.3843182885 | 0.1477005469 | 18.97715928 | 60.08265794 | 60.16668844 | -0.08403050169 | 0.007061125215 | 21.95401603 | 57.88202458 | 55.76181285 | 2.120211733 | 4.495297793 | ||||||||||||||||||||||
49 | 15.90727575 | 54.14094788 | 54.13844346 | 54.49272699 | 0.002504423394 | 0.000006272136536 | -0.3517791095 | 0.1237485419 | Sum | 19.3802753 | 60.52278461 | 60.71659358 | -0.1938089751 | 0.03756191882 | 22.38814098 | 57.88202458 | 55.86068259 | 2.02134199 | 4.085823439 | |||||||||||||||||||||
50 | 16.27938285 | 54.80113789 | 54.75874873 | 55.13636921 | 0.0423891591 | 0.001796840809 | -0.3352313172 | 0.112380036 | 19.90742702 | 61.40303795 | 61.39218107 | 0.01085687486 | 0.0001178717318 | 22.76024807 | 57.88202458 | 55.93654334 | 1.945481239 | 3.784897251 | ||||||||||||||||||||||
51 | 16.65148994 | 55.48883581 | 55.33737288 | 55.74288082 | 0.1514629343 | 0.02294102045 | -0.2540450052 | 0.06453886468 | 20.24852519 | 61.67811712 | 61.80435278 | -0.1262356664 | 0.01593544347 | 23.16336409 | 57.88202458 | 56.01043048 | 1.8715941 | 3.502864474 | ||||||||||||||||||||||
52 | 17.02359704 | 56.03899415 | 55.87677169 | 56.31410926 | 0.1622224611 | 0.02631612688 | -0.2751151057 | 0.07568832137 | 20.68265013 | 61.84316462 | 62.30202548 | -0.4588608661 | 0.2105532944 | 23.38042656 | 57.88202458 | 56.04695091 | 1.83507367 | 3.367495375 | ||||||||||||||||||||||
53 | 17.39570413 | 56.53413665 | 56.37930843 | 56.85184957 | 0.1548282218 | 0.02397177828 | -0.3177129206 | 0.1009414999 | 21.05475722 | 62.17325962 | 62.70572488 | -0.5324652624 | 0.2835192556 | 24.00060505 | 58.21211959 | 56.14003757 | 2.072082015 | 4.293523876 | ||||||||||||||||||||||
54 | 17.76781122 | 56.94675541 | 56.84724855 | 57.35783989 | 0.0995068604 | 0.009901615267 | -0.4110844807 | 0.1689904503 | 21.55090002 | 62.58587837 | 63.21288235 | -0.6270039802 | 0.3931339912 | 24.43473 | 58.21211959 | 56.19635442 | 2.015765163 | 4.063309193 | ||||||||||||||||||||||
55 | 18.13991832 | 57.33186624 | 57.2827563 | 57.83375802 | 0.04910994065 | 0.002411786271 | -0.5018917708 | 0.2518953496 | 22.04704281 | 63.16354463 | 63.68648082 | -0.5229361865 | 0.2734622551 | 24.83784601 | 58.21211959 | 56.24294275 | 1.969176831 | 3.877657392 | ||||||||||||||||||||||
56 | 18.51202541 | 57.66196125 | 57.6878931 | 58.28121915 | -0.02593185027 | 0.0006724608584 | -0.6192579033 | 0.3834803508 | 22.82226592 | 63.6036713 | 64.36418682 | -0.7605155207 | 0.5783838572 | 25.24096203 | 58.21211959 | 56.28462565 | 1.927493936 | 3.715232873 | ||||||||||||||||||||||
57 | 18.88413251 | 57.9095325 | 58.06461709 | 58.70177441 | -0.155084591 | 0.02405123038 | -0.792241913 | 0.6276472488 | 23.22538194 | 63.82373464 | 64.68867951 | -0.8649448773 | 0.7481296407 | 26.10921192 | 58.54221459 | 56.36008761 | 2.182126982 | 4.761678167 | ||||||||||||||||||||||
58 | 19.2562396 | 58.29464334 | 58.41478394 | 59.09691012 | -0.1201406068 | 0.01443376539 | -0.8022667878 | 0.6436319987 | 23.44244441 | 63.82373464 | 64.85596752 | -1.032232888 | 1.065504736 | 26.51232794 | 58.62473834 | 56.38942212 | 2.235316223 | 4.996638615 | ||||||||||||||||||||||
59 | 19.62834669 | 58.73477001 | 58.74014842 | 59.46804771 | -0.005378417194 | 0.00002892737152 | -0.7332777062 | 0.5376961944 | 24.0626229 | 64.15382964 | 65.30676904 | -1.1529394 | 1.32926926 | 26.91544396 | 58.54221459 | 56.41566135 | 2.126553241 | 4.522228688 | ||||||||||||||||||||||
60 | 20.00045379 | 59.17489668 | 59.04236671 | 59.81654413 | 0.1325299632 | 0.01756419115 | -0.6416474481 | 0.4117114477 | 24.40372107 | 64.15382964 | 65.53843179 | -1.384602154 | 1.917123125 | 27.4736046 | 58.54221459 | 56.44748282 | 2.094731772 | 4.387901195 | ||||||||||||||||||||||
61 | 20.37256088 | 59.3674521 | 59.32299924 | 60.14369266 | 0.04445285099 | 0.001976055961 | -0.7762405649 | 0.6025494146 | 25.08591741 | 64.48392464 | 65.96956156 | -1.485636915 | 2.207117043 | 27.87672062 | 58.70726209 | 56.46759203 | 2.23967006 | 5.016121978 | ||||||||||||||||||||||
62 | 20.74466798 | 59.47748376 | 59.58351394 | 60.45072415 | -0.1060301774 | 0.01124239851 | -0.9732403857 | 0.9471968484 | 26.078203 | 65.14411465 | 66.52666171 | -1.382547061 | 1.911436376 | 28.27983664 | 58.65224626 | 56.48557699 | 2.166669262 | 4.694455691 | ||||||||||||||||||||||
63 | 21.11677507 | 59.6975471 | 59.82528976 | 60.73880841 | -0.1277426577 | 0.01631818659 | -1.041261308 | 1.084225112 | 26.45031009 | 65.14411465 | 66.71609771 | -1.571983058 | 2.471130733 | 28.83799728 | 58.59723042 | 56.50738512 | 2.089845299 | 4.367453372 | ||||||||||||||||||||||
64 | 21.48888217 | 59.97262627 | 60.04962041 | 61.00905591 | -0.07699414291 | 0.005928098042 | -1.036429637 | 1.074186393 | 27.1014975 | 65.47420965 | 67.02431685 | -1.5501072 | 2.402832332 | 29.08606867 | 58.54221459 | 56.51604629 | 2.026168295 | 4.105357958 | ||||||||||||||||||||||
65 | 21.86098926 | 60.24770544 | 60.25771825 | 61.26251961 | -0.01001280914 | 0.0001002563469 | -1.01481417 | 1.0298478 | 27.44259567 | 65.47420965 | 67.17465637 | -1.700446723 | 2.891519057 | 29.83028286 | 58.21211959 | 56.53872711 | 1.673392474 | 2.800242372 | ||||||||||||||||||||||
66 | 22.23309635 | 60.46776877 | 60.45071815 | 61.50019693 | 0.01705062623 | 0.0002907238548 | -1.032428155 | 1.065907895 | 27.93873847 | 65.80430465 | 67.38061028 | -1.57630563 | 2.484739439 | 30.23339888 | 58.21211959 | 56.54919302 | 1.662926562 | 2.76532475 | ||||||||||||||||||||||
67 | 22.60520345 | 60.63281627 | 60.62968146 | 61.72303178 | 0.003134812232 | 0.000009827047728 | -1.090215503 | 1.188569844 | 28.34185448 | 65.80430465 | 67.53746874 | -1.733164082 | 3.003857735 | 30.6365149 | 58.21211959 | 56.55855207 | 1.65356752 | 2.734285542 | ||||||||||||||||||||||
68 | 22.97731054 | 60.77035586 | 60.7955999 | 61.93191667 | -0.02524404525 | 0.0006372618208 | -1.161560809 | 1.349223514 | 28.93102405 | 66.13439966 | 67.75095845 | -1.616558789 | 2.613262318 | 31.07063984 | 58.21211959 | 56.56752702 | 1.644592569 | 2.704684717 | ||||||||||||||||||||||
69 | 23.34941764 | 60.96291128 | 60.94939937 | 62.12769484 | 0.01351190728 | 0.0001825716384 | -1.164783563 | 1.356720749 | 29.30313115 | 66.13439966 | 67.87674669 | -1.742347035 | 3.035773191 | 31.50476479 | 58.21211959 | 56.5754838 | 1.636635785 | 2.678576691 | ||||||||||||||||||||||
70 | 23.72152473 | 61.04543503 | 61.09194368 | 62.3111624 | -0.0465086488 | 0.002163054413 | -1.265727377 | 1.602065794 | 29.52019362 | 66.13439966 | 67.94706367 | -1.812664009 | 3.285750808 | 31.87687188 | 58.21211959 | 56.58158137 | 1.63053822 | 2.658654887 | ||||||||||||||||||||||
71 | 24.09363183 | 61.29300628 | 61.22403818 | 62.48307047 | 0.068968097 | 0.004756598404 | -1.190064192 | 1.41625278 | 30.14037211 | 66.46449466 | 68.13623418 | -1.671739525 | 2.794713038 | 32.31099682 | 58.21211959 | 56.5879435 | 1.624176083 | 2.637947948 | ||||||||||||||||||||||
72 | 24.46573892 | 61.34802211 | 61.34643328 | 62.64412725 | 0.001588830119 | 0.000002524381147 | -1.296105138 | 1.67988853 | 31.10164877 | 67.12468467 | 68.39787028 | -1.273185616 | 1.621001613 | 32.68310392 | 58.21211959 | 56.59281893 | 1.619300657 | 2.622134616 | ||||||||||||||||||||||
73 | 24.83784601 | 61.56808545 | 61.45982777 | 62.79500013 | 0.1082576825 | 0.01171972582 | -1.22691468 | 1.505319631 | 31.56678264 | 67.12468467 | 68.51196454 | -1.38727987 | 1.924545437 | 33.08621994 | 58.21211959 | 56.59756243 | 1.614557159 | 2.606794821 | ||||||||||||||||||||||
74 | 25.20995311 | 61.67811712 | 61.56487203 | 62.93631767 | 0.1132450911 | 0.01282445067 | -1.258200557 | 1.583068641 | 31.96989865 | 67.12468467 | 68.6048037 | -1.480119031 | 2.190752345 | 33.5513538 | 57.88202458 | 56.60241535 | 1.279609237 | 1.637399799 | ||||||||||||||||||||||
75 | 25.5820602 | 61.67811712 | 61.66217112 | 63.06867162 | 0.01594599198 | 0.0002542746602 | -1.390554499 | 1.933641815 | 32.34200575 | 67.12468467 | 68.68580782 | -1.561123155 | 2.437105506 | 33.95446982 | 57.88202458 | 56.60614319 | 1.27588139 | 1.62787332 | ||||||||||||||||||||||
76 | 25.9541673 | 61.67811712 | 61.75228771 | 63.19261875 | -0.07417059546 | 0.00550127723 | -1.514501632 | 2.293715193 | 32.96218424 | 67.45477967 | 68.81144639 | -1.356666726 | 1.840544604 | 34.35758584 | 57.88202458 | 56.60947646 | 1.272548119 | 1.619378716 | ||||||||||||||||||||||
77 | 26.32627439 | 61.67811712 | 61.83574478 | 63.30868277 | -0.1576276672 | 0.02484648145 | -1.630565652 | 2.658744347 | 33.33429133 | 67.45477967 | 68.8815641 | -1.426784433 | 2.035713819 | 34.72969294 | 57.88202458 | 56.61223929 | 1.269785292 | 1.612354688 | ||||||||||||||||||||||
78 | 26.69838149 | 61.89818045 | 61.9130283 | 63.41735606 | -0.01484784701 | 0.000220458561 | -1.519175603 | 2.307894513 | 33.73740735 | 67.45477967 | 68.95335778 | -1.498578111 | 2.245736354 | 35.13280895 | 57.88202458 | 56.61492727 | 1.267097312 | 1.605535597 | ||||||||||||||||||||||
79 | 27.07048858 | 62.00821212 | 61.98458965 | 63.51910137 | 0.0236224699 | 0.0005580210843 | -1.51088925 | 2.282786326 | 34.10951445 | 67.45477967 | 69.01598852 | -1.561208847 | 2.437373065 | 35.65996067 | 57.55192958 | 56.61801772 | 0.9339118555 | 0.8721913538 | ||||||||||||||||||||||
80 | 27.44259567 | 62.00821212 | 62.05084799 | 63.6143535 | -0.04263586947 | 0.001817817366 | -1.606141376 | 2.579690121 | 34.48162154 | 67.45477967 | 69.0753122 | -1.620532531 | 2.626125683 | 36.03206777 | 57.55192958 | 56.6199424 | 0.9319871833 | 0.8686001098 | ||||||||||||||||||||||
81 | 27.81470277 | 62.00821212 | 62.11219242 | 63.7035208 | -0.1039803022 | 0.01081190325 | -1.695308681 | 2.874071525 | 34.91574648 | 67.78487467 | 69.14057379 | -1.35569912 | 1.837920103 | 36.40417486 | 57.55192958 | 56.62167819 | 0.9302513929 | 0.865367654 | ||||||||||||||||||||||
82 | 28.18680986 | 62.00821212 | 62.16898406 | 63.78698673 | -0.1607719433 | 0.02584761775 | -1.77877461 | 3.164039113 | 35.28785358 | 67.78487467 | 69.19331403 | -1.408439359 | 1.983701427 | 36.90031765 | 57.55192958 | 56.62373052 | 0.9281990564 | 0.8615534883 | ||||||||||||||||||||||
83 | 28.55891696 | 62.20076754 | 62.22155797 | 63.86511123 | -0.02079043113 | 0.0004322420265 | -1.66434369 | 2.770039918 | 35.6909696 | 67.94992217 | 69.24730666 | -1.297384491 | 1.683206516 | 37.27242475 | 57.55192958 | 56.62509454 | 0.9268350364 | 0.8590231847 | ||||||||||||||||||||||
84 | 28.93102405 | 62.33830712 | 62.27022495 | 63.9382321 | 0.06808217286 | 0.004635182261 | -1.599924976 | 2.559759929 | 36.09408561 | 68.11496967 | 69.29821171 | -1.183242034 | 1.400061712 | 37.70654969 | 57.55192958 | 56.62651764 | 0.9254119357 | 0.8563872508 | ||||||||||||||||||||||
85 | 29.30313115 | 62.33830712 | 62.31527326 | 64.00666629 | 0.02303386131 | 0.000530558767 | -1.668359166 | 2.783422307 | 36.46619271 | 68.11496967 | 69.34261231 | -1.227642635 | 1.50710644 | 38.07865678 | 57.55192958 | 56.62760812 | 0.9243214586 | 0.8543701589 | ||||||||||||||||||||||
86 | 29.67523824 | 62.33830712 | 62.35697019 | 64.07071111 | -0.01866307057 | 0.000348310203 | -1.732403991 | 3.001223586 | 36.86930873 | 68.11496967 | 69.38806397 | -1.273094298 | 1.620769091 | 38.66782635 | 57.22183458 | 56.62912004 | 0.5927145336 | 0.3513105183 | ||||||||||||||||||||||
87 | 30.04734533 | 62.42083087 | 62.39556355 | 64.13064541 | 0.02526732442 | 0.0006384376831 | -1.70981454 | 2.923465762 | 37.2104069 | 68.11496967 | 69.42448454 | -1.309514862 | 1.714829174 | 39.07094237 | 57.22183458 | 56.63002087 | 0.5918137075 | 0.3502434644 | ||||||||||||||||||||||
88 | 30.41945243 | 62.50335462 | 62.43128303 | 64.18673066 | 0.07207159461 | 0.00519431475 | -1.683376034 | 2.83375487 | 37.95462109 | 68.44506468 | 69.49791093 | -1.052846257 | 1.108485241 | 39.62910301 | 57.22183458 | 56.63111288 | 0.5907217004 | 0.3489521273 | ||||||||||||||||||||||
89 | 30.79155952 | 62.50335462 | 62.46434152 | 64.23921198 | 0.03901310054 | 0.001522022014 | -1.735857353 | 3.01320075 | 38.32672818 | 68.44506468 | 69.53173135 | -1.086666677 | 1.180844467 | 39.87717441 | 57.22183458 | 56.63154648 | 0.5902881012 | 0.3484400424 | ||||||||||||||||||||||
90 | 31.16366662 | 62.50335462 | 62.49493631 | 64.28831915 | 0.008418313178 | 0.00007086799676 | -1.784964528 | 3.186098367 | 38.76085312 | 68.44506468 | 69.56892842 | -1.123863745 | 1.263069718 | 40.99349569 | 56.67167624 | 56.63316715 | 0.03850909284 | 0.001482950231 | ||||||||||||||||||||||
91 | 31.53577371 | 62.50335462 | 62.52325018 | 64.33426754 | -0.01989555934 | 0.0003958332813 | -1.830912916 | 3.352242104 | 39.13296022 | 68.44506468 | 69.59898217 | -1.153917496 | 1.331525587 | 41.42762063 | 56.6166604 | 56.63367364 | -0.01701323063 | 0.0002894500164 | ||||||||||||||||||||||
92 | 31.9078808 | 62.50335462 | 62.54945249 | 64.37725895 | -0.0460978649 | 0.002125013148 | -1.873904324 | 3.511517417 | 40.31129935 | 69.10525468 | 69.68402739 | -0.5787727111 | 0.3349778511 | 41.8927545 | 56.56164457 | 56.63415266 | -0.07250808725 | 0.005257422717 | ||||||||||||||||||||||
93 | 32.2799879 | 62.50335462 | 62.5737001 | 64.41748247 | -0.07034547914 | 0.004948486435 | -1.914127845 | 3.663885406 | 40.68340644 | 69.10525468 | 69.70797187 | -0.6027171915 | 0.3632680129 | 42.66797761 | 56.23154957 | 56.63482557 | -0.4032760036 | 0.1626315351 | ||||||||||||||||||||||
94 | 32.65209499 | 62.64089421 | 62.59613833 | 64.45511525 | 0.04475587525 | 0.002003088369 | -1.814221041 | 3.291397986 | 41.08652246 | 69.10525468 | 69.73247885 | -0.6272241642 | 0.3934101521 | 43.10210256 | 56.23154957 | 56.63514374 | -0.4035941735 | 0.1628882569 | ||||||||||||||||||||||
95 | 33.02420209 | 62.66840213 | 62.61690176 | 64.49032324 | 0.05150036657 | 0.002652287756 | -1.82192111 | 3.319396533 | 41.30358493 | 69.10525468 | 69.74508685 | -0.6398321662 | 0.4093852009 | 43.47420965 | 56.23154957 | 56.63538754 | -0.4038379735 | 0.1630851088 | ||||||||||||||||||||||
96 | 33.39630918 | 62.66840213 | 62.63611501 | 64.52326186 | 0.03228711257 | 0.001042457638 | -1.854859733 | 3.440504628 | 41.98578127 | 69.43534969 | 69.7821964 | -0.3468467122 | 0.1203026418 | 43.90833459 | 56.23154957 | 56.6356419 | -0.4040923289 | 0.1632906102 | ||||||||||||||||||||||
97 | 33.76841628 | 62.66840213 | 62.65389351 | 64.55407669 | 0.01450861773 | 0.0002104999883 | -1.88567456 | 3.555768546 | 42.35788837 | 69.43534969 | 69.80092576 | -0.3655760704 | 0.1336458632 | 44.65254878 | 55.90145456 | 56.63601257 | -0.7345580033 | 0.5395754602 | ||||||||||||||||||||||
98 | 34.14052337 | 62.83344963 | 62.67034411 | 64.58290404 | 0.1631055173 | 0.02660340977 | -1.749454411 | 3.060590736 | 42.76100439 | 69.43534969 | 69.82009424 | -0.3847445527 | 0.1480283708 | 45.02465588 | 55.90145456 | 56.63617108 | -0.7347165198 | 0.5398083645 | ||||||||||||||||||||||
99 | 34.51263046 | 62.83344963 | 62.68556576 | 64.60987156 | 0.1478838622 | 0.02186963669 | -1.776421936 | 3.155674896 | 43.16412041 | 69.43534969 | 69.83816135 | -0.4028116659 | 0.1622572382 | 45.4277719 | 55.90145456 | 56.6363253 | -0.734870736 | 0.5400349986 | ||||||||||||||||||||||
100 | 34.88473756 | 62.83344963 | 62.69965008 | 64.63509878 | 0.1337995466 | 0.01790231866 | -1.801649152 | 3.245939666 | 44.03237029 | 69.76544469 | 69.87362639 | -0.1081816992 | 0.01170328004 | 45.83088791 | 55.90145456 | 56.63646319 | -0.735008622 | 0.5402376744 | ||||||||||||||||||||||