Selected Cell
Cell:
Value:
Metadata
Biomass
Starch
M+F
plot_LH1_biomass_and_carbon_poo
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Data | Laurel and Hardy 1 (Jan 2014) | ||||||||
Temperature | 20.5 | ||||||||
Light | 145 | ||||||||
Photoperiod | 12 | ||||||||
CO2 level | 42 | ||||||||
Model | FM 1.1.1.1 (FM v1 + toy starch + fixed starch synthesis + malate/fumarate); now "FMv2", DDS sims included in the last sheet | ||||||||
Incorrect, old simulations | micromol CO2/g FW/h | micromol CO2/g FW/h | micromol CO2/cm2/h | micromol CO2/cm2/h | |||||
cvRMSE | nRMSE | AperFW | RperFW | Aperarea | Rperarea | ||||
Col | 0.1011 | 0.0367 | 45.0675 | -8.1877 | 1.4177 | -0.2547 | |||
lsf1 | 0.153 | 0.0562 | 53.7457 | -11.296 | 1.418 | -0.2944 | |||
prr7prr9 (starch only) | 0.3179 | 0.1133 | 55.4703 | -10.2331 | 1.4178 | -0.2586 | |||
prr7prr9 (starch +m+f) | 0.0805 | 0.0287 | 55.5061 | -10.1297 | 1.4178 | -0.2558 | |||
Sheets in this worksheet | Contents | ||||||||
Biomass | Fresh (not dry) rosette leaf biomass, measured in samples of 5 plants each on multiple days, as mean and SD; simulation outputs from FMv2 default (for Col Wild Type plants), with the lsf1 starch defect, and two simulations for prr7prr9, where the mutation affects only starch degradation, or both starch degradation and malate/fumarate store mobilisation | ||||||||
Starch | Starch levels in carbon units (not C6) measured on multiple days, mean and SD, simulations as above | ||||||||
M + F | Malate and fumarate levels in carbon units (not C4) measured on multiple days, mean and SD, simulations as above | ||||||||
plot_LH1_biomass_and_carbon_poo[ls] | Simulation data from FMv2 runs in the conditions above, from the Matlab output file | ||||||||
Credits | |||||||||
Experimental setup, physiological data, sampling and model construction | Yin Hoon Chew, Millar group University of Edinburgh | ||||||||
Model refinement and final simulations | Daniel Seaton, Millar group University of Edinburgh | ||||||||
Starch, M+F and other metabolite analysis | Virginie Mengin et al, Stitt group, MPIMP | ||||||||
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29.12500000000028 | 0.211114832539427 | 0.118713109655248 | 0.15722612559292 | 0.137634970944773 | ||||||||||||||
29.16666666666695 | 0.214240254849269 | 0.120478129304199 | 0.159556287536094 | 0.139678105126125 | ||||||||||||||
29.208333333333616 | 0.217397465642872 | 0.122261126449409 | 0.161910158196141 | 0.14174203843492 | ||||||||||||||
29.250000000000284 | 0.22058695238729 | 0.124062173051848 | 0.164287987244035 | 0.143826861723376 | ||||||||||||||
29.291666666666952 | 0.223809017291626 | 0.125881455109562 | 0.16669005938385 | 0.14593289145035 | ||||||||||||||
29.33333333333362 | 0.227063773285822 | 0.127719176897766 | 0.169116511002158 | 0.148060305925031 | ||||||||||||||
29.375000000000288 | 0.230352042306851 | 0.129575434517504 | 0.17156741418805 | 0.150209168223327 | ||||||||||||||
29.416666666666956 | 0.233675252447106 | 0.131450284272399 | 0.174043728661223 | 0.152379543611006 | ||||||||||||||
29.458333333333623 | 0.237048235837695 | 0.133351102170312 | 0.176556902342571 | 0.154581330019089 | ||||||||||||||
29.50000000000029 | 0.240464244523095 | 0.135275410142301 | 0.179102114918987 | 0.156810945119242 | ||||||||||||||
29.54166666666696 | 0.241338866060627 | 0.135641986137088 | 0.179661275792648 | 0.157261406973355 | ||||||||||||||
29.583333333333627 | 0.242190398362665 | 0.13599825921383 | 0.180211064242194 | 0.15770388204599 | ||||||||||||||
29.625000000000295 | 0.243005797724674 | 0.136337906155186 | 0.180742352443262 | 0.15813024832469 | ||||||||||||||
29.666666666666963 | 0.243782613323959 | 0.136660964811601 | 0.181254336485249 | 0.158539799039417 | ||||||||||||||
29.70833333333363 | 0.244518143894148 | 0.136967458252798 | 0.181746372679798 | 0.158931957628656 | ||||||||||||||
29.7500000000003 | 0.245209355624613 | 0.137257412676228 | 0.182217106162404 | 0.159305528874518 | ||||||||||||||
29.791666666666966 | 0.245852371914206 | 0.137530857582001 | 0.18266532698111 | 0.159659513400449 | ||||||||||||||
29.833333333333634 | 0.246442747589947 | 0.1377878260164 | 0.183089730077828 | 0.159992639911275 | ||||||||||||||
29.875000000000302 | 0.246975292623515 | 0.138028342527972 | 0.18348866019348 | 0.160303520247946 | ||||||||||||||
29.91666666666697 | 0.247444738738615 | 0.138252440432861 | 0.183860297974673 | 0.160590544902243 | ||||||||||||||
29.958333333333638 | 0.247845458801099 | 0.138460188856085 | 0.184202543369028 | 0.160851850408727 | ||||||||||||||
30.000000000000306 | 0.248177868602568 | 0.138651798411091 | 0.184512973399538 | 0.161085308870961 | ||||||||||||||
30.041666666666973 | 0.251689279852743 | 0.140620138427915 | 0.187125192816248 | 0.163369276753707 | ||||||||||||||
30.08333333333364 | 0.255222870672579 | 0.142600521851999 | 0.189754261169794 | 0.165667549264086 | ||||||||||||||
30.12500000000031 | 0.258790136715638 | 0.144599609827769 | 0.192408479391997 | 0.167987663635005 | ||||||||||||||
30.166666666666977 | 0.262405784360713 | 0.146625221037603 | 0.195098079688023 | 0.170338627895653 | ||||||||||||||
30.208333333333645 | 0.26606552480195 | 0.148673943514275 | 0.197819631601474 | 0.172716574627583 | ||||||||||||||
30.250000000000313 | 0.269764485973847 | 0.150742980148429 | 0.200570095921516 | 0.175118762756423 | ||||||||||||||
30.29166666666698 | 0.273502949606671 | 0.152833006524176 | 0.203349942565293 | 0.177546342853902 | ||||||||||||||
30.33333333333365 | 0.277281171822991 | 0.154944985947364 | 0.206159361071267 | 0.179999758624602 | ||||||||||||||
30.375000000000316 | 0.281136895502967 | 0.157079353897291 | 0.209026283049058 | 0.182479171482401 | ||||||||||||||
30.416666666666984 | 0.28505159985645 | 0.15925729789978 | 0.211937005878803 | 0.185009352257211 | ||||||||||||||
30.458333333333652 | 0.289008660927869 | 0.161468414968378 | 0.214879230969101 | 0.187578134922079 | ||||||||||||||
30.50000000000032 | 0.293008403390714 | 0.163703368795308 | 0.217853199570134 | 0.190174600104209 | ||||||||||||||
30.541666666666988 | 0.294019264121039 | 0.164130885310293 | 0.21850043980774 | 0.19069489588748 | ||||||||||||||
30.583333333333655 | 0.29500291737171 | 0.164545958110311 | 0.219136490203439 | 0.19120565425417 | ||||||||||||||
30.625000000000323 | 0.295944742252227 | 0.164941619262606 | 0.219751133039343 | 0.191697828627862 | ||||||||||||||
30.66666666666699 | 0.296841770178002 | 0.165317899501645 | 0.220343403963288 | 0.192170569865478 | ||||||||||||||
30.70833333333366 | 0.297690814644823 | 0.165674796917157 | 0.220912534227454 | 0.192623190633899 | ||||||||||||||
30.750000000000327 | 0.298488314893929 | 0.166012322400012 | 0.221456905429286 | 0.193054334838437 | ||||||||||||||
30.791666666666995 | 0.299229746862744 | 0.166330491443257 | 0.221975160266188 | 0.193462681620094 | ||||||||||||||
30.833333333333663 | 0.299909985572557 | 0.166629325167933 | 0.222465579711654 | 0.193846806784412 | ||||||||||||||
30.87500000000033 | 0.300514064694876 | 0.16690398138628 | 0.222919672022673 | 0.19419936788334 | ||||||||||||||
30.916666666667 | 0.30105077701893 | 0.167162379125541 | 0.223346067021697 | 0.194527778404104 | ||||||||||||||
30.958333333333666 | 0.301508525804291 | 0.167401545381233 | 0.223738182989428 | 0.194826304986069 | ||||||||||||||
31.000000000000334 | 0.301889248249365 | 0.167621719893934 | 0.224093241986694 | 0.195092511450139 | ||||||||||||||
31.041666666667002 | 0.306034461692197 | 0.169927775560768 | 0.227171083931632 | 0.197774859322473 | ||||||||||||||
31.08333333333367 | 0.310206686954044 | 0.172248532198451 | 0.230269393585315 | 0.200474605009073 | ||||||||||||||
31.125000000000338 | 0.314418825934271 | 0.174591350184065 | 0.233397460125159 | 0.203200134321818 | ||||||||||||||
31.166666666667005 | 0.318672580093539 | 0.176956892865343 | 0.236556270978652 | 0.205952241684371 | ||||||||||||||
31.208333333333673 | 0.322968645862874 | 0.179345783902245 | 0.239746432996193 | 0.208731572608736 | ||||||||||||||
31.25000000000034 | 0.327307246320943 | 0.181758356311044 | 0.242968190646862 | 0.211538443621836 | ||||||||||||||
31.29166666666701 | 0.331688565119126 | 0.184194711782078 | 0.246221680136255 | 0.214372973165644 | ||||||||||||||
31.333333333333677 | 0.336112778620889 | 0.186654948657736 | 0.249507032523817 | 0.217235275547822 | ||||||||||||||
31.375000000000345 | 0.340580055809768 | 0.189139161174366 | 0.252824373387952 | 0.220125460299673 | ||||||||||||||
31.416666666667012 | 0.345090558314581 | 0.191647439478552 | 0.25617382284559 | 0.223043632194316 | ||||||||||||||
31.45833333333368 | 0.349644440441846 | 0.194179869645038 | 0.259555495576226 | 0.225989891267579 | ||||||||||||||
31.500000000000348 | 0.354241849214788 | 0.196736533698319 | 0.262969500850856 | 0.228964332843163 | ||||||||||||||
31.541666666667016 | 0.355437099109175 | 0.197247976471238 | 0.263737539417335 | 0.229583485757048 | ||||||||||||||
31.583333333333684 | 0.356588688516227 | 0.197737937072932 | 0.264483432419159 | 0.230183601622688 | ||||||||||||||
31.62500000000035 | 0.357697840872326 | 0.198208701840072 | 0.265209263436577 | 0.230766265691559 | ||||||||||||||
31.66666666666702 | 0.358754936967905 | 0.198656794912648 | 0.265909139937009 | 0.23132640559698 | ||||||||||||||
31.708333333333687 | 0.359756252853991 | 0.199082224378793 | 0.266582152927212 | 0.231863195161336 | ||||||||||||||
31.750000000000355 | 0.360697629383344 | 0.199484982624549 | 0.267226390991491 | 0.232375053309992 | ||||||||||||||
31.791666666667023 | 0.361573809339493 | 0.199865066920556 | 0.267840261217811 | 0.232860421746298 | ||||||||||||||
31.83333333333369 | 0.362378902713317 | 0.200222484870057 | 0.268421752876534 | 0.23331761745224 | ||||||||||||||
31.87500000000036 | 0.363106142211352 | 0.200557250219526 | 0.268968666685928 | 0.233744732763982 | ||||||||||||||
31.916666666667027 | 0.363749070344607 | 0.200869383181843 | 0.269478511139383 | 0.234139591182085 | ||||||||||||||
31.958333333333695 | 0.364301498726925 | 0.201158943173551 | 0.269948452456457 | 0.234499713058704 | ||||||||||||||
32.00000000000036 | 0.364767521525145 | 0.201426181685232 | 0.270375309323483 | 0.234822288157132 | ||||||||||||||
32.04166666666703 | 0.369532040451446 | 0.20406624383463 | 0.273909301519475 | 0.237896776895263 | ||||||||||||||
32.08333333333369 | 0.374323864470711 | 0.206721221674461 | 0.277463956862213 | 0.240988871863423 | ||||||||||||||
32.125000000000355 | 0.379155638438289 | 0.209397837343246 | 0.281048194671996 | 0.244106304569881 | ||||||||||||||
32.16666666666702 | 0.384028906674789 | 0.212097163056102 | 0.284663140706119 | 0.247250333053219 | ||||||||||||||
32.208333333333684 | 0.388946008908728 | 0.214819664199096 | 0.288309164135901 | 0.250421406279367 | ||||||||||||||
32.25000000000035 | 0.393909185904733 | 0.217565442363632 | 0.291988472065137 | 0.253619578806355 | ||||||||||||||
32.29166666666701 | 0.398935867131924 | 0.220343316125909 | 0.295714708195974 | 0.256857181399457 | ||||||||||||||
32.33333333333368 | 0.404017992703338 | 0.223150817728266 | 0.299482026780532 | 0.260130261825784 | ||||||||||||||
32.37500000000034 | 0.409148265255343 | 0.22598495089414 | 0.303285046945373 | 0.263434375448876 | ||||||||||||||
32.416666666667005 | 0.414327260353944 | 0.228845843799329 | 0.307124072576949 | 0.266769674549282 | ||||||||||||||
32.45833333333367 | 0.419555356124877 | 0.231733669461283 | 0.310999447826021 | 0.270136466501353 | ||||||||||||||
32.500000000000334 | 0.424832745053725 | 0.234648689589075 | 0.314911372141966 | 0.273535001437128 | ||||||||||||||
32.541666666667 | 0.426205260830942 | 0.235248502859774 | 0.315799162642239 | 0.274252862409303 | ||||||||||||||
32.58333333333366 | 0.427539041943749 | 0.235829390525129 | 0.316669810161656 | 0.274956006388774 | ||||||||||||||
32.62500000000033 | 0.42881688108595 | 0.236383962483209 | 0.31751203429581 | 0.275634472844547 | ||||||||||||||
32.66666666666699 | 0.430035115104516 | 0.236912218679661 | 0.318324461376465 | 0.276287109529437 | ||||||||||||||
32.708333333333655 | 0.43118948425306 | 0.237414145363623 | 0.319106011728509 | 0.276912942648763 | ||||||||||||||
32.75000000000032 | 0.432275271108338 | 0.237889735515717 | 0.319854480999419 | 0.27751015287665 | ||||||||||||||
32.791666666666984 | 0.433286570737179 | 0.238338989207448 | 0.32056803729112 | 0.278076960562296 | ||||||||||||||
32.83333333333365 | 0.434216851895046 | 0.238761898527683 | 0.321244379009018 | 0.278611461148138 | ||||||||||||||
32.87500000000031 | 0.435058778978466 | 0.239158469615061 | 0.321881030351094 | 0.279111480591557 | ||||||||||||||
32.91666666666698 | 0.435805709092203 | 0.23952871949441 | 0.322475173234914 | 0.279574562584462 | ||||||||||||||
32.95833333333364 | 0.436451901010678 | 0.239872798826674 | 0.323023630402316 | 0.279997940336473 | ||||||||||||||
33.000000000000306 | 0.436992608149572 | 0.240184119688242 | 0.323513666638592 | 0.280370622711738 | ||||||||||||||
33.04166666666697 | 0.442469858874673 | 0.243200205535985 | 0.327569718783141 | 0.283889758082179 | ||||||||||||||
33.083333333333634 | 0.448021624375512 | 0.246233283844869 | 0.331681199833319 | 0.287428856660364 | ||||||||||||||
33.1250000000003 | 0.453640294427071 | 0.249314791815259 | 0.335842194998262 | 0.29102487052244 | ||||||||||||||
33.16666666666696 | 0.459307384186194 | 0.252433672630848 | 0.340039023403819 | 0.294664651325628 | ||||||||||||||
33.20833333333363 | 0.46502310524579 | 0.255579323012342 | 0.344271878369815 | 0.298335659408458 | ||||||||||||||
33.25000000000029 | 0.470787594886161 | 0.258751848109465 | 0.348540861573542 | 0.302038017811697 |
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In C6 | in C6 | from plot_LH1 "starchC6" | Rows 674-698 | In C | in C | |||||||||||||||||
Starch (data) | Starch (simulation) | Starch (data) | Starch (simulation) | |||||||||||||||||||
Hour | 0 | 12 | 24 | Hour | Col | lsf-1 | prr7/prr9 (starch defect) | prr7/prr9 (starch+store) | Hour | 0 | 12 | 24 | ave 0,24 | Hour | Col | lsf-1 | prr7/prr9 (starch defect) | prr7/prr9 (starch+store) | ||||
Col | 2.41 | 42.7 | 4.55 | day 28 | 0 | 2.8870309143924 | 44.6972045680592 | 14.5800949253619 | 14.6446048931179 | Col | 14.46 | 256.20000000000005 | 27.299999999999997 | 20.88 | 0 | 17.3221854863544 | 268.1832274083552 | 87.4805695521714 | 87.8676293587074 | |||
SD | 0.35 | 2.37 | 0.31 | 1 | 6.68110801007285 | 48.7061814000054 | 19.0481330028861 | 19.1184382076686 | SD | 2.0999999999999996 | 14.22 | 1.8599999999999999 | 1 | 40.0866480604371 | 292.2370884000324 | 114.2887980173166 | 114.71062924601159 | |||||
lsf-1 | 45.28 | 90.19 | 44.25 | 2 | 10.4021745706164 | 52.6385070581877 | 23.4309715788264 | 23.5061725690627 | lsf-1 | 271.68 | 541.14 | 265.5 | 268.59000000000003 | 2 | 62.4130474236984 | 315.83104234912616 | 140.5858294729584 | 141.0370354143762 | ||||
SD | 1.05 | 4.61 | 2.08 | 3 | 14.0544172846135 | 56.4973203668908 | 27.7326378511361 | 27.8118268767474 | SD | 6.300000000000001 | 27.660000000000004 | 12.48 | 3 | 84.326503707681 | 338.9839222013448 | 166.3958271068166 | 166.8709612604844 | |||||
prr7/prr9 | 9.93 | 67.31 | 23.77 | 4 | 17.6393660022287 | 60.2855965713722 | 31.9551725179706 | 32.0381477772893 | prr7/prr9 | 59.58 | 403.86 | 142.62 | 101.1 | 4 | 105.83619601337222 | 361.71357942823323 | 191.7310351078236 | 192.2288866637358 | ||||
SD | 0.08 | 0.01 | 0.14 | 5 | 21.158514009272 | 64.0047976561692 | 36.1003216658608 | 36.1868707110767 | SD | 0.48 | 0.06 | 0.8400000000000001 | 5 | 126.95108405563201 | 384.0287859370152 | 216.60192999516477 | 217.12122426646022 | |||||
6 | 24.6133096072843 | 67.6564361238556 | 40.1697865406116 | 40.2597064260162 | 6 | 147.67985764370582 | 405.9386167431336 | 241.01871924366958 | 241.5582385560972 | |||||||||||||
7 | 28.0674734555104 | 71.2419789866158 | 44.1652176817982 | 44.2583144420467 | 7 | 168.4048407330624 | 427.45187391969483 | 264.9913060907892 | 265.5498866522802 | |||||||||||||
8 | 31.4563803050801 | 74.7628502894492 | 48.1621671697776 | 48.2576726169447 | 8 | 188.7382818304806 | 448.5771017366952 | 288.97300301866557 | 289.5460357016682 | |||||||||||||
P.ksX = 10*P.ksX; | 9 | 34.7840541511642 | 78.2884279494454 | 52.082755891678 | 52.1803953395137 | 9 | 208.7043249069852 | 469.73056769667244 | 312.496535350068 | 313.0823720370822 | ||||||||||||
P.kdS = 0.045*P.kdS; | 10 | 38.0517383789399 | 81.7440917526615 | 55.9328173563441 | 56.0323045926233 | 10 | 228.3104302736394 | 490.464550515969 | 335.5969041380646 | 336.1938275557398 | ||||||||||||
11 | 41.2606693675323 | 85.1380538377186 | 59.713769819949 | 59.8149852117126 | 11 | 247.5640162051938 | 510.82832302631164 | 358.282618919694 | 358.8899112702756 | |||||||||||||
12 | 44.4120515737664 | 88.4715962812877 | 63.4270278945593 | 63.5298474881387 | 12 | 266.4723094425984 | 530.8295776877262 | 380.5621673673558 | 381.1790849288322 | |||||||||||||
13 | 40.066528681058 | 84.045652444464 | 58.6157337892267 | 58.7264686966289 | 13 | 240.39917208634802 | 504.273914666784 | 351.6944027353602 | 352.3588121797734 | |||||||||||||
14 | 35.8549554426391 | 79.7551284799338 | 53.9204385676463 | 54.036498722315 | 14 | 215.12973265583463 | 478.5307708796028 | 323.5226314058778 | 324.21899233389 | |||||||||||||
15 | 31.7872676080172 | 75.6038431339438 | 49.3490546770408 | 49.4681229188195 | 15 | 190.7236056481032 | 453.6230588036628 | 296.0943280622448 | 296.808737512917 | |||||||||||||
16 | 27.8670660498943 | 71.589345584681 | 44.90387546285 | 45.0236185342239 | 16 | 167.2023962993658 | 429.536073508086 | 269.4232527771 | 270.1417112053434 | |||||||||||||
17 | 24.100709176481 | 67.7093072019956 | 40.5860222717602 | 40.7042479483274 | 17 | 144.604255058886 | 406.25584321197357 | 243.5161336305612 | 244.22548768996438 | |||||||||||||
18 | 20.4961936262059 | 63.964224745784 | 36.4019478511828 | 36.5166559122563 | 18 | 122.97716175723541 | 383.785348474704 | 218.41168710709678 | 219.09993547353778 | |||||||||||||
19 | 17.0602513626595 | 60.3472637358407 | 32.3528525543184 | 32.4618584185956 | 19 | 102.361508175957 | 362.0835824150442 | 194.11711532591042 | 194.77115051157358 | |||||||||||||
20 | 13.8050657478156 | 56.8582255430244 | 28.4444013482235 | 28.5464045935063 | 20 | 82.8303944868936 | 341.14935325814645 | 170.66640808934102 | 171.2784275610378 | |||||||||||||
21 | 10.7441241902008 | 53.4951294307891 | 24.6829175239283 | 24.7763908077005 | 21 | 64.4647451412048 | 320.9707765847346 | 148.0975051435698 | 148.65834484620302 | |||||||||||||
22 | 7.8930993141054 | 50.2560769601912 | 21.0755450085064 | 21.1591455639077 | 22 | 47.3585958846324 | 301.5364617611472 | 126.4532700510384 | 126.9548733834462 | |||||||||||||
23 | 5.26388802051619 | 47.1390405532428 | 17.6308446521628 | 17.7034443627892 | 23 | 31.58332812309714 | 282.8342433194568 | 105.7850679129768 | 106.2206661767352 | |||||||||||||
day 29 | 24 | 2.85803055010407 | 44.1411255085192 | 14.3589503938466 | 14.4196877143632 | 24 | 17.14818330062442 | 264.84675305111523 | 86.1537023630796 | 86.5181262861792 | ||||||||||||
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In C4 | in C4 | In C | in C | |||||||||||||||||||
M+F (data) | M+F (simulation) | M+F (data) | M+F (simulation) | |||||||||||||||||||
Hour | 0 | 12 | 24 | Hour | Col | lsf-1 | prr7/prr9 (starch defect) | prr7/prr9 (starch+store) | Hour | 0 | 12 | 24 | ave 0,24 | Hour | Col | lsf-1 | prr7/prr9 (starch defect) | prr7/prr9 (starch+store) | ||||
Col | 4.85 | 17.87 | 5.38 | 0 | 4.92162320916166 | 6.09914549511857 | 6.03812050934966 | 28.7753195639645 | Col | 19.4 | 71.48 | 21.52 | 20.46 | 0 | 19.68649283664664 | 24.39658198047428 | 24.15248203739864 | 115.101278255858 | ||||
SD | 0.51 | 1.24 | 0.71 | 1 | 5.99649249916805 | 7.41655168107333 | 7.35251306431219 | 29.7355394379101 | SD | 2.04 | 4.96 | 2.84 | 1 | 23.9859699966722 | 29.66620672429332 | 29.41005225724876 | 118.9421577516404 | |||||
lsf-1 | 6.62 | 24.18 | 7.85 | 2 | 7.05084205809709 | 8.70842103901682 | 8.64191141684524 | 30.6783164961017 | lsf-1 | 26.48 | 96.72 | 31.4 | 28.939999999999998 | 2 | 28.20336823238836 | 34.83368415606728 | 34.56764566738096 | 122.7132659844068 | ||||
SD | 1.18 | 1.07 | 0.27 | 3 | 8.08578669087373 | 9.9759430232152 | 9.90746917572675 | 31.6040398912251 | SD | 4.72 | 4.28 | 1.08 | 3 | 32.34314676349492 | 39.9037720928608 | 39.629876702907 | 126.4161595649004 | |||||
prr7/prr9 | 18.65 | 41.8 | 25.31 | 4 | 9.10174232191218 | 11.2201110378878 | 11.1497810717199 | 32.5132374462616 | prr7/prr9 | 74.6 | 167.2 | 101.24 | 87.91999999999999 | 4 | 36.40696928764872 | 44.8804441515512 | 44.5991242868796 | 130.0529497850464 | ||||
SD | 2.14 | 2.69 | 4.04 | 5 | 10.0991283264527 | 12.441428106149 | 12.369358687508 | 33.4062318853059 | SD | 8.56 | 10.76 | 16.16 | 5 | 40.3965133058108 | 49.765712424596 | 49.477434750032 | 133.6249275412236 | |||||
6 | 11.0783515316174 | 13.6403985770558 | 13.5667010032222 | 34.2833685758239 | 6 | 44.3134061264696 | 54.5615943082232 | 54.2668040128888 | 137.1334743032956 | |||||||||||||
7 | 12.0578230177691 | 14.8175116305174 | 14.742292137183 | 35.1449826168786 | 7 | 48.2312920710764 | 59.2700465220696 | 58.969168548732 | 140.5799304675144 | |||||||||||||
8 | 13.0185200281191 | 15.9732420487196 | 15.9185118692287 | 36.0094087826016 | 8 | 52.0740801124764 | 63.8929681948784 | 63.6740474769148 | 144.0376351304064 | |||||||||||||
9 | 13.9619329529969 | 17.1296326952275 | 17.0721441050678 | 36.8555836545431 | 9 | 55.8477318119876 | 68.51853078091 | 68.2885764202712 | 147.4223346181724 | |||||||||||||
10 | 14.8884075974977 | 18.2636604776275 | 18.20505434521 | 37.6869336175445 | 10 | 59.5536303899908 | 73.05464191051 | 72.82021738084 | 150.747734470178 | |||||||||||||
11 | 15.7982913537446 | 19.3772922499184 | 19.3176574361417 | 38.5037691832618 | 11 | 63.1931654149784 | 77.5091689996736 | 77.2706297445668 | 154.0150767330472 | |||||||||||||
12 | 16.6919226724099 | 20.4709601700179 | 20.4103683419115 | 39.3063709330236 | 12 | 66.7676906896396 | 81.8838406800716 | 81.641473367646 | 157.2254837320944 | |||||||||||||
13 | 15.6582328369508 | 19.2234783852199 | 19.1573346010194 | 38.3729232435251 | 13 | 62.6329313478032 | 76.8939135408796 | 76.6293384040776 | 153.4916929741004 | |||||||||||||
14 | 14.6338294535794 | 17.98420399891 | 17.9133279364587 | 37.4468527931703 | 14 | 58.5353178143176 | 71.93681599564 | 71.6533117458348 | 149.7874111726812 | |||||||||||||
15 | 13.6191537516024 | 16.7537014187681 | 16.679034816158 | 36.5301157981148 | 15 | 54.4766150064096 | 67.0148056750724 | 66.716139264632 | 146.1204631924592 | |||||||||||||
16 | 12.6137276876801 | 15.5314272173803 | 15.4540363383957 | 35.6224978983033 | 16 | 50.4549107507204 | 62.1257088695212 | 61.8161453535828 | 142.4899915932132 | |||||||||||||
17 | 11.6171005362401 | 14.3168546273621 | 14.2378881393555 | 34.7237452828872 | 17 | 46.4684021449604 | 57.2674185094484 | 56.951552557422 | 138.8949811315488 | |||||||||||||
18 | 10.6292647799317 | 13.110028600182 | 13.0307589763276 | 33.8351976815001 | 18 | 42.5170591197268 | 52.440114400728 | 52.1230359053104 | 135.3407907260004 | |||||||||||||
19 | 9.64890681773475 | 11.909458816515 | 11.8312156933611 | 32.9542348384016 | 19 | 38.595627270939 | 47.63783526606 | 47.3248627734444 | 131.8169393536064 | |||||||||||||
20 | 8.67585088393906 | 10.7150439901414 | 10.6392037461097 | 32.0816738563747 | 20 | 34.70340353575624 | 42.8601759605656 | 42.5568149844388 | 128.3266954254988 | |||||||||||||
21 | 7.70955640055941 | 9.52630067757854 | 9.45426751208936 | 31.2173790367213 | 21 | 30.83822560223764 | 38.10520271031416 | 37.81707004835744 | 124.8695161468852 | |||||||||||||
22 | 6.7494334934794 | 8.34275602580856 | 8.27592708002213 | 30.36123960053 | 22 | 26.9977339739176 | 33.37102410323424 | 33.10370832008852 | 121.44495840212 | |||||||||||||
23 | 5.79478119031715 | 7.16394449004059 | 7.10367712346882 | 29.5131649484002 | 23 | 23.1791247612686 | 28.65577796016236 | 28.41470849387528 | 118.0526597936008 | |||||||||||||
24 | 4.8447649665728 | 5.98940443473167 | 5.93697676095253 | 28.6730856302845 | 24 | 19.3790598662912 | 23.95761773892668 | 23.74790704381012 | 114.692342521138 | |||||||||||||
M+F + starch (data) | ||||||||||||||||||||||
Hour | 0 | 12 | 24 | Turnover | ||||||||||||||||||
Col | 33.86 | 327.68000000000006 | 48.81999999999999 | 0.85101318359375 | ||||||||||||||||||
lsf-1 | 298.16 | 637.86 | 296.9 | 0.5345373592951432 | ||||||||||||||||||
prr7/prr9 | 134.18 | 571.06 | 243.86 | 0.5729695653696634 |
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simulation | WT | WT | WT | WT | WT | WT | WT | WT | WT | WT | WT | WT | WT | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | lsf1 | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9_noMF | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 | prr7prr9 |
variable | Total_shoot | Starch_carbon | MF_carbon | starch | sucrose | NPP | Gas_exchange_perFW | starch_perFW | sucrose_perFW | FW | starchC6 | malatefumarateC4 | sugar | Total_shoot | Starch_carbon | MF_carbon | starch | sucrose | NPP | Gas_exchange_perFW | starch_perFW | sucrose_perFW | FW | starchC6 | malatefumarateC4 | sugar | Total_shoot | Starch_carbon | MF_carbon | starch | sucrose | NPP | Gas_exchange_perFW | starch_perFW | sucrose_perFW | FW | starchC6 | malatefumarateC4 | sugar | Total_shoot | Starch_carbon | MF_carbon | starch | sucrose | NPP | Gas_exchange_perFW | starch_perFW | sucrose_perFW | FW | starchC6 | malatefumarateC4 | sugar |
0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
6 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
7 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
8 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
10 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
11 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
12 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
13 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
14 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
15 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
16 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
17 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
22 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
23 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
24 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
25 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
26 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
27 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
28 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
29 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
30 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
31 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
32 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
33 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
34 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
35 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
36 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
37 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
38 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
39 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
40 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
41 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
42 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
43 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
44 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
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86 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
87 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
88 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
89 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
90 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
91 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
92 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
93 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | ||||||||||||||||||||||||
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97 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |