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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33.291666666666956 | 0.476601662099582 | 0.261951319597183 | 0.352846433545867 | 0.305771921123909 | ||||||||||||||
33.33333333333362 | 0.482465758967411 | 0.265178182411303 | 0.357189001930922 | 0.309537830082383 | ||||||||||||||
33.375000000000284 | 0.488381367586705 | 0.268432668083072 | 0.361568708884645 | 0.313335963124076 | ||||||||||||||
33.41666666666695 | 0.494351675062151 | 0.271714823121673 | 0.365987479876326 | 0.317166374554458 | ||||||||||||||
33.45833333333361 | 0.50037798576835 | 0.275024689995241 | 0.370447260182747 | 0.321030439853958 | ||||||||||||||
33.50000000000028 | 0.506460483947677 | 0.278363644666468 | 0.374948633775632 | 0.324930019847796 | ||||||||||||||
33.54166666666694 | 0.508051915438128 | 0.279063353994807 | 0.375979403984171 | 0.325763767999574 | ||||||||||||||
33.583333333333606 | 0.509598112077988 | 0.27974073964883 | 0.376989982646722 | 0.326580223984517 | ||||||||||||||
33.62500000000027 | 0.511079687596331 | 0.280387620065562 | 0.377967744173123 | 0.327368275544073 | ||||||||||||||
33.666666666666934 | 0.512492442043344 | 0.281003983973544 | 0.378911117347772 | 0.328126595384087 | ||||||||||||||
33.7083333333336 | 0.51381826990737 | 0.281582564578775 | 0.37980894551491 | 0.328845542808378 | ||||||||||||||
33.75000000000026 | 0.515073187629048 | 0.28213508284584 | 0.380674839511221 | 0.329536808861187 | ||||||||||||||
33.79166666666693 | 0.516242455551736 | 0.282657049429489 | 0.381500322471127 | 0.330193093345227 | ||||||||||||||
33.83333333333359 | 0.517318813862474 | 0.283148487113664 | 0.382282917773744 | 0.330812247691593 | ||||||||||||||
33.875000000000256 | 0.518294246179864 | 0.283609416689908 | 0.38301982012383 | 0.331391837138766 | ||||||||||||||
33.91666666666692 | 0.519161927456415 | 0.284039851404661 | 0.383707873714482 | 0.331929120852096 | ||||||||||||||
33.958333333333584 | 0.519917520931733 | 0.284439966454803 | 0.384343554704594 | 0.332421007408972 | ||||||||||||||
34.00000000000025 | 0.52057104691732 | 0.284809939536405 | 0.38492299155619 | 0.332864131883103 | ||||||||||||||
34.04166666666691 | 0.526887472918025 | 0.288266787262216 | 0.389593036556603 | 0.33690474015093 | ||||||||||||||
34.08333333333358 | 0.533240235303387 | 0.291743145040844 | 0.39429035039003 | 0.340968433871257 | ||||||||||||||
34.12500000000024 | 0.539644743253503 | 0.295247653197753 | 0.399026031281494 | 0.345065147747416 | ||||||||||||||
34.166666666666906 | 0.54610200769242 | 0.298781064959147 | 0.403800733592199 | 0.349195637185603 | ||||||||||||||
34.20833333333357 | 0.552613103333121 | 0.302343510962378 | 0.408615073841812 | 0.353360189207297 | ||||||||||||||
34.250000000000234 | 0.559178787203978 | 0.305935646238085 | 0.413469705837622 | 0.357559498596994 | ||||||||||||||
34.2916666666669 | 0.565799249428085 | 0.309557787956895 | 0.418364853396867 | 0.36179387347601 | ||||||||||||||
34.33333333333356 | 0.572474577385028 | 0.313209983678813 | 0.423300581017023 | 0.366063369499363 | ||||||||||||||
34.37500000000023 | 0.579204860027734 | 0.316892282388963 | 0.428276954579302 | 0.37036804382215 | ||||||||||||||
34.41666666666689 | 0.586008312790084 | 0.320614486157372 | 0.433307388555455 | 0.374719410048849 | ||||||||||||||
34.458333333333556 | 0.592875915808081 | 0.324371745668689 | 0.438385241850952 | 0.379111770666728 | ||||||||||||||
34.50000000000022 | 0.599799529168527 | 0.328159685037681 | 0.44350452142404 | 0.383539984178097 | ||||||||||||||
34.541666666666885 | 0.601624467507488 | 0.328973153375987 | 0.444693074849991 | 0.384503652723629 | ||||||||||||||
34.58333333333355 | 0.603396013196785 | 0.329759632997601 | 0.445857012001662 | 0.385446194694759 | ||||||||||||||
34.62500000000021 | 0.605094341117824 | 0.330511165828494 | 0.446983673649795 | 0.386356525673232 | ||||||||||||||
34.66666666666688 | 0.606714721528753 | 0.331227746978228 | 0.448071320076864 | 0.387233131126863 | ||||||||||||||
34.70833333333354 | 0.608251996659422 | 0.331909361913209 | 0.449118508717943 | 0.388074860059036 | ||||||||||||||
34.750000000000206 | 0.609699727453673 | 0.332556002996773 | 0.450122516090786 | 0.388879136607224 | ||||||||||||||
34.79166666666687 | 0.611050908235378 | 0.333167656360776 | 0.451080709716801 | 0.389643797760347 | ||||||||||||||
34.833333333333535 | 0.612297680099585 | 0.333744330304429 | 0.451990300550121 | 0.390366409713846 | ||||||||||||||
34.8750000000002 | 0.613431556233605 | 0.334286044480279 | 0.452848142414981 | 0.391044259930392 | ||||||||||||||
34.91666666666686 | 0.614445869772539 | 0.334792830451545 | 0.453650744332244 | 0.391674321055363 | ||||||||||||||
34.95833333333353 | 0.615337712835601 | 0.335264801835669 | 0.454394255502935 | 0.392253248331761 | ||||||||||||||
35.00000000000019 | 0.616123000241084 | 0.335702363774553 | 0.45507455644973 | 0.392777455320296 | ||||||||||||||
35.041666666666856 | 0.623261675753444 | 0.339599167433046 | 0.460349006846811 | 0.397335365461859 | ||||||||||||||
35.08333333333352 | 0.630436012969149 | 0.343515152598613 | 0.465650015931213 | 0.401915889486176 | ||||||||||||||
35.125000000000185 | 0.637686336316282 | 0.347467073466585 | 0.471004506602242 | 0.406538642632372 | ||||||||||||||
35.16666666666685 | 0.645005667652966 | 0.351451440437681 | 0.476408715358389 | 0.411202250876819 | ||||||||||||||
35.20833333333351 | 0.652384757211226 | 0.35546712968806 | 0.481857062212673 | 0.41590384350047 | ||||||||||||||
35.25000000000018 | 0.6598237634215 | 0.359515465431139 | 0.487349661071546 | 0.420643643471003 | ||||||||||||||
35.29166666666684 | 0.667322811808411 | 0.363596513160801 | 0.492886604731792 | 0.425421730725997 | ||||||||||||||
35.333333333333506 | 0.674882018933386 | 0.367710336631743 | 0.498467979363974 | 0.43023817980039 | ||||||||||||||
35.37500000000017 | 0.682562108398021 | 0.371856994667791 | 0.504093864460032 | 0.435093059464663 | ||||||||||||||
35.416666666666835 | 0.690332278261104 | 0.376036541177619 | 0.509809608319695 | 0.44002526236783 | ||||||||||||||
35.4583333333335 | 0.698164873871465 | 0.380282561900702 | 0.515592187920214 | 0.445015046275888 | ||||||||||||||
35.50000000000016 | 0.706060081608921 | 0.384577993641123 | 0.521420937501279 | 0.450044690969702 | ||||||||||||||
35.54166666666683 | 0.708129705553527 | 0.385508629859269 | 0.522771786133783 | 0.451142096820716 | ||||||||||||||
35.58333333333349 | 0.710138720943913 | 0.386408183949173 | 0.524094553654187 | 0.452215357047112 | ||||||||||||||
35.625000000000156 | 0.71206492376485 | 0.387267899543928 | 0.525375117437016 | 0.45325220420418 | ||||||||||||||
35.66666666666682 | 0.713903081229769 | 0.388087776007996 | 0.526611507926426 | 0.454250935385766 | ||||||||||||||
35.708333333333485 | 0.715647515851084 | 0.388867804361753 | 0.527802111790911 | 0.455210268605301 | ||||||||||||||
35.75000000000015 | 0.717291143571493 | 0.389607987145359 | 0.528943891470237 | 0.456127332324756 | ||||||||||||||
35.79166666666681 | 0.718826373215122 | 0.390308339760867 | 0.530033923288544 | 0.456999738829047 | ||||||||||||||
35.83333333333348 | 0.72023107679906 | 0.390961556594926 | 0.531059044291767 | 0.457816199933909 | ||||||||||||||
35.87500000000014 | 0.721518769120798 | 0.391579553776284 | 0.53203218113286 | 0.458587745537785 | ||||||||||||||
35.916666666666806 | 0.722674806484552 | 0.392157798728923 | 0.53294329535079 | 0.459305733132127 | ||||||||||||||
35.95833333333347 | 0.723698204481866 | 0.392696482466907 | 0.533788271028004 | 0.459966588626733 | ||||||||||||||
36.000000000000135 | 0.724612159690304 | 0.393196063354444 | 0.534562782366551 | 0.460566564235977 | ||||||||||||||
36.0416666666668 | 0.732775773426176 | 0.397627611762908 | 0.540585121899215 | 0.465758176145777 | ||||||||||||||
36.083333333333464 | 0.740979669370651 | 0.402080858510437 | 0.546637481438229 | 0.47097532073987 | ||||||||||||||
36.12500000000013 | 0.749240667418402 | 0.406564692259582 | 0.552732050099957 | 0.476228512805921 | ||||||||||||||
36.16666666666679 | 0.757560085225719 | 0.411080111595352 | 0.558869732738798 | 0.481518780199162 | ||||||||||||||
36.20833333333346 | 0.765937933884044 | 0.415627287699314 | 0.565050537802032 | 0.486846240231205 | ||||||||||||||
36.25000000000012 | 0.774374218745886 | 0.420206223467519 | 0.571274469357593 | 0.492210896362226 | ||||||||||||||
36.291666666666785 | 0.782869718538359 | 0.424816947153754 | 0.577541940693831 | 0.497612887501878 | ||||||||||||||
36.33333333333345 | 0.791424951172497 | 0.429459948464662 | 0.58385341913546 | 0.503052731071755 | ||||||||||||||
36.375000000000114 | 0.80003995586912 | 0.43413543301776 | 0.590209008942995 | 0.508530618351348 | ||||||||||||||
36.41666666666678 | 0.80871798225786 | 0.438843372012339 | 0.596608670995025 | 0.514046515590497 | ||||||||||||||
36.45833333333344 | 0.817462461191201 | 0.443583732649424 | 0.603055650602941 | 0.519600384247249 | ||||||||||||||
36.50000000000011 | 0.826274311512307 | 0.448356482205721 | 0.609552052604962 | 0.525193995847601 | ||||||||||||||
36.54166666666677 | 0.828622396020446 | 0.449426084174086 | 0.611093364368955 | 0.526449226330113 | ||||||||||||||
36.583333333333435 | 0.830912800227069 | 0.450465451019158 | 0.61261066456656 | 0.52768384396217 | ||||||||||||||
36.6250000000001 | 0.833110136744945 | 0.451459619630201 | 0.614080368313433 | 0.528877497499164 | ||||||||||||||
36.666666666666764 | 0.835208981542442 | 0.452408622804458 | 0.615500319980514 | 0.530028287926083 | ||||||||||||||
36.70833333333343 | 0.837202506635286 | 0.453312471524335 | 0.616868747810863 | 0.531134813611315 | ||||||||||||||
36.75000000000009 | 0.839083417369126 | 0.454171176329351 | 0.618182296789585 | 0.532193900614669 | ||||||||||||||
36.79166666666676 | 0.840843604014172 | 0.454984761388478 | 0.619437753869672 | 0.533202910586223 | ||||||||||||||
36.83333333333342 | 0.842474263675675 | 0.45575327076192 | 0.620631737689016 | 0.534158935564806 | ||||||||||||||
36.875000000000085 | 0.843966487316785 | 0.456476763804811 | 0.621760528284862 | 0.535058766053455 | ||||||||||||||
36.91666666666675 | 0.845314927038485 | 0.457155280197967 | 0.622820058750474 | 0.535898887227075 | ||||||||||||||
36.958333333333414 | 0.846521252506697 | 0.457789036982351 | 0.623805967895999 | 0.536675500617849 | ||||||||||||||
37.00000000000008 | 0.847617564136202 | 0.458378560877902 | 0.624713782046781 | 0.537384736201086 | ||||||||||||||
37.04166666666674 | 0.856728762167726 | 0.463300923363862 | 0.631426394879096 | 0.543158824348701 | ||||||||||||||
37.08333333333341 | 0.86588362914098 | 0.468246621764309 | 0.63817164833761 | 0.548960549181812 | ||||||||||||||
37.12500000000007 | 0.875098724466321 | 0.47322476398232 | 0.644961445031277 | 0.554800438477073 | ||||||||||||||
37.166666666666735 | 0.884375513526925 | 0.478235880815961 | 0.651796516461906 | 0.560679024967446 | ||||||||||||||
37.2083333333334 | 0.8937152240421951 | 0.483280756432073 | 0.658677871251201 | 0.56659731732548 | ||||||||||||||
37.250000000000064 | 0.903141700653699 | 0.488372330811142 | 0.665623109699341 | 0.572570480762726 | ||||||||||||||
37.29166666666673 | 0.912642925302552 | 0.493504242475486 | 0.672623408162563 | 0.578590977155083 | ||||||||||||||
37.33333333333339 | 0.922208124219412 | 0.498670752025592 | 0.679670856705218 | 0.584652048993848 | ||||||||||||||
37.37500000000006 | 0.93183727616754 | 0.50387184816272 | 0.686765439741368 | 0.590753682969887 | ||||||||||||||
37.41666666666672 | 0.94153032797644 | 0.509107502501479 | 0.693907118213555 | 0.596895845679706 |
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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 | ||||||||||||||||||||||||
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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 | ||||||||||||||||||||||||
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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 | ||||||||||||||||||||||||
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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 |