DETERMINAREA VOLUMULUI TOTAL LA ARBORETE
DETERMINAREA VOLUMULUI TOTAL LA ARBORETE9.1 Metode cu arbori de
prob9.1.1. Procedeul arborelui de prob mediu al arboretului;9.1.2.
Procedeul URICH II9.1.3. Procedeul HARTIG9.1.4. Procedeul DRAUDT
(varianta ameliorat)9.1.5. Procedeul curbei volumelor9.2. Metode
bazate pe tabele de cubaj9.2.1. Procedeul tabelelor de cubaj cu dou
intrri9.2.2. Procedeul tabelelor de cubaj pe serii de volume.9.3.
Metode bazate pe ecuaii de regresie9.3.1. Procedeul ecuaiei de
regresie a volumului9.3.2. Procedeul seriilor de nlimi
relative9.3.3. Procedeul seriilor de volume relative9.4. Metode
simplificate i expeditive9.4.1. Procedeul simplificat
Bitterlich9.4.2. Procedee expeditive 9.1.1. Procedeul arborelui de
prob mediu al arboretului
9.1.2. Procedeul URICH II
9.1.3. Procedeul HARTIG
9.1.4. Procedeul DRAUDT (varianta ameliorat)
9.1.5. Procedeul curbei volumelor
9.1.5. Procedeul curbei volumelor
9.2.1. Procedeul tabelelor de cubaj cu dou intrri
9.2.2. Procedeul tabelelor de cubaj pe serii de
volumeInventarierea (cluparea) arborilorStabilirea diametrului
central (dgM)Msurarea nlimilor la 7-15 arbori cu d=dgM;Determinarea
hgMStabilirea numrului seriei de volume n funcie de dgM i
hgMPreluarea volumelor unitare n funcie de numrul seriei de
volumeCalculul volumelor totale
9.2.2. Procedeul tabelelor de cubaj pe serii de volume9.3.1.
Procedeul ecuaiei de regresie a volumului
9.3.2. Procedeul seriilor de nlimi relative
9.3.3. Procedeul seriilor de volume relative
9.4.1. Procedeul simplificat Bitterlich
Vn, Gn se pot prelua din tabela de producie simplificat
f(specie, hg)Gr se determin n teren prin sondaje Bitterlich9.4.2.
Procedee expeditive
Diagram11.47234122181.49442867180.82415116880.6871238150.83536853660.80681971390.49451315440.44969874250.713464110.61540640360.73865646030.78195920460.54158613190.69283715871.09316907241.02995555511.14937501561.02995555511.27339669641.24527612641.36911368471.29461215241.44165394611.40545172370.73854206540.64243093290.38189373370.39851076910.34035242130.29663006261.15941525871.08150888670.51624506620.43655282810.8861503090.94504873620.7133756520.75153495471.03802432851.02271315480.90041551570.81310757551.85574862941.89384601980.22227470680.25390893310.42629712990.41516120070.57972169280.67578188311.3305618161.32813937480.94446779710.90422076380.64479390.75153495470.66477156280.74553652460.66761835340.81310757550.62408052160.75153495471.20898433711.31131190421.21135444491.36217869930.95593910151.02995555510.82385309910.78195920460.59272080260.66455266310.84953142750.91771056540.49080505960.57360436350.52673814220.67015320642.07222931892.2802186850.75975750120.80056098871.24978609511.03722846491.70089733361.67253122030.9423153280.86446449481.47815171831.32813937480.7149643780.7101472320.516174590.47669631151.28339593461.14227526330.68574325360.65898020881.29813386970.99404783670.47746282350.46307946830.76641246770.7159740840.56670482970.5942853667
valori experimentaleFuncia polinomialFuncia puterefunctia
logaritmicaFuncia logaritmic
volum_06hv_realdd0,1d_0,6realh*0,6d06_h/100k_06natk0,6nat_genf0,1k26_artk0,6art_genfvteor_natvteor_art25.71.33837.934.423.815.415.40.6920.4480.5600.6280.4070.4621.18108526431.260022592626.30.77826.925.719.415.815.80.7550.6140.5700.7210.5870.5200.67073587180.657685848424.40.78128.927.918.214.614.60.6520.5250.5230.6300.5070.4880.73526436430.700408268224.60.46722.221.914.214.814.80.6480.6740.5030.6400.6650.4900.45442202360.421235883825.30.66725.625.217.515.215.20.6940.6020.5280.6840.5930.5120.62024386920.57325509722.60.68428.527.716.413.613.60.5920.4900.5020.5750.4760.4740.67195721750.629564520518.20.49727.025.815.010.910.90.5810.4230.5220.5560.4040.4770.47051726560.452785795225.51.01232.231.018.115.315.30.5840.4940.5260.5620.4750.4870.94961165010.90672368626.41.06432.231.120.915.815.80.6720.5090.5310.6490.4920.4950.98894895740.939814504226.81.16835.032.922.816.116.10.6930.4890.5130.6510.4590.4531.12467675681.124660074226.91.25635.632.924.616.116.10.7480.4910.5490.6910.4530.4691.12909219121.167402116525.91.31136.935.423.015.515.50.6500.4390.5140.6230.4210.4731.25990948941.204897153925.30.69026.124.717.215.215.20.6960.6150.5690.6590.5820.5100.59609277420.595402188522.90.36021.019.912.113.713.70.6080.6900.5060.5760.6540.4540.34940223060.350626398823.60.32418.317.712.914.214.20.7290.8000.5580.7050.7740.5220.28377101190.276640262425.31.06432.932.420.815.215.20.6420.4690.5100.6320.4610.4951.02963735950.938257260425.80.49221.921.714.815.515.50.6820.7130.5150.6760.7070.5060.4672909210.431156778825.20.82831.029.218.815.115.10.6440.5180.4910.6060.4880.4350.83228798560.831237002724.80.66728.025.016.914.914.90.6760.5950.5480.6040.5310.4370.59955749680.669387790424.30.95232.129.720.414.614.60.6870.4910.5660.6360.4540.4840.83117581490.85745167226.30.84229.028.819.315.815.80.6700.5480.4910.6660.5440.4840.84345662360.762152525927.61.68742.040.419.116.616.60.4730.4100.4770.4550.3940.4411.75015904661.660331446521.30.21217.015.89.712.812.80.6140.8090.5070.5710.7520.4380.20422653110.215144651224.20.40221.419.613.414.514.50.6840.7410.5510.6260.6790.4620.35790902230.385417493925.40.54226.723.915.515.215.20.6490.6380.4750.5810.5710.3810.56050559630.625089644429.81.23236.034.717.917.917.90.5160.5150.4370.4970.4970.4061.38949953911.326447184529.90.89130.428.317.017.917.90.6010.6340.4740.5590.5900.4110.92453752380.955171352826.30.60328.026.713.415.815.80.5020.5910.4090.4790.5640.3720.72448491340.711446957225.20.62127.925.115.315.115.10.6100.6020.4980.5480.5420.4030.6139043490.675823439625.70.62429.026.612.615.415.40.4740.5800.4370.4340.5320.3680.70338227190.744128615424.20.58328.026.812.814.514.50.4780.5420.4270.4570.5190.3910.6726097990.652614332128.51.10935.833.817.117.117.10.5060.5060.4340.4780.4780.3871.26161248831.252878587829.31.12236.434.016.217.617.60.4760.5170.4220.4450.4830.3681.31219767781.332072932928.60.89332.230.515.517.217.20.5080.5630.4280.4810.5330.3841.02906801951.021015698326.80.77028.527.914.516.116.10.5200.5760.4700.5090.5640.4500.80609339380.751128617626.80.55926.524.812.516.116.10.5040.6480.4320.4720.6070.3780.63604231430.651306912928.80.79430.627.614.317.317.30.5180.6260.4610.4670.5650.3750.84770726340.930550449125.70.46324.824.010.315.415.40.4290.6430.3980.4150.6220.3730.57094486230.547572148323.70.48826.624.210.514.214.20.4340.5880.4470.3950.5350.3700.53682683540.577452330431.41.86745.540.020.818.818.80.5200.4710.4730.4570.4140.3661.95065680112.219916523423.50.71028.827.815.914.114.10.5720.5070.4980.5520.4900.4640.70345968880.669127741430.21.16832.330.020.018.118.10.6670.6040.5470.6190.5610.4721.05035599621.086940196330.31.560456269439.837.520.118.218.20.5360.4850.46629048890.50502512560.4570.41395482441.65212557551.643916052429.60.888976724529.828.116.317.817.80.58007117440.6320.48427958110.54697986580.5960.43060222510.90220095880.9089944232.41.36865899843633.418.319.419.40.54790419160.5820.48213363690.50833333330.5400.41500694441.39771184191.446493351530.80.674494696327.325.31318.518.50.51383399210.7300.4356090550.47619047620.6770.37412148290.75903016570.79821093126.20.491594847622.822.112.915.715.70.58371040720.7110.4891382240.56578947370.6890.45956448140.49246729930.474006483632.91.199435452933.731.41919.719.70.60509554140.6290.47079496130.56379821960.5860.40872509221.25255481721.291184311928.20.646927597726.424.913.716.916.90.55020080320.6800.47110530480.51893939390.6410.4190914830.67393639260.681758312531.61.21320922431.730.818.719.019.00.60714285710.6160.51529663520.58990536280.5980.48645224851.15706472271.098262491226.40.454726498622.521.812.615.815.80.57798165140.7270.46146999410.560.7040.4332029630.4826196550.465598961127.90.723030629927.425.115.916.716.70.63346613550.6670.52373930570.58029197080.6110.43950263730.67817448340.725083760726.70.534627197925.223.61216.016.00.50847457630.6790.45774741450.47619047620.6360.40146604940.57329611650.5879379949
volum_0600000000000000000000000000000000000000000000000000000
compar00000000000000000000000000000000000000000000000000000
curba_vol00000000000000000000000000000000000000000000000000000
Vol_arb_mediu00000000000000000000000000000000000000000000000000000
vol_arb_probav_realvteor_natvteor_artSUMMARY OUTPUTSUMMARY
OUTPUT1.33849201991.18108526431.26002259260.77750110270.67073587180.6576858484Regression
StatisticsRegression
Statistics0.78071825850.73526436430.7004082682Multiple
R0.9782800805Multiple
R0.96806923590.46652184380.45442202360.4212358838R
Square0.9570319159R
Square0.93715804540.66678888780.62024386920.573255097Adjusted R
Square0.9561894044Adjusted R
Square0.93592585020.68394116690.67195721750.6295645205Standard
Error0.0759373778Standard
Error0.09183483370.49686801090.47051726560.4527857952Observations53Observations531.01219358550.94961165010.9067236861.06423612560.98894895740.9398145042ANOVAANOVA1.16825384991.12467675681.1246600742dfSSMSFSignificance
FdfSSMSFSignificance
F1.25606760061.12909219121.1674021165Regression16.55030919866.55030919861135.92748451780Regression16.41428448066.4142844806760.559734976801.31059449651.25990948941.2048971539Residual510.29409075290.0057664854Residual510.43011547080.00843363670.69022622930.59609277420.5954021885Total526.8443999515Total526.84439995150.36027710720.34940223060.35062639880.32414516320.28377101190.2766402624CoefficientsStandard
Errort StatP-valueLower 95%Upper 95%Lower 95,0%Upper
95,0%CoefficientsStandard Errort StatP-valueLower 95%Upper 95%Lower
95,0%Upper
95,0%1.06368372361.02963735950.9382572604Intercept0.03530122390.02596089811.3597843880.1798796107-0.01681741360.0874198615-0.01681741360.0874198615Intercept0.06887479740.03056089362.25369056030.02854284820.00752129070.13022830420.00752129070.13022830420.49166196780.4672909210.4311567788vteor_nat0.9496675340.028177099633.70352332500.89309968961.00623537830.89309968961.0062353783vteor_art0.90688749760.032884159827.578247496500.84086984290.97290515230.84086984290.97290515230.82817785890.83228798560.83123700270.66670621680.59955749680.66938779040.95231589770.83117581490.8574516720.84150982780.84345662360.7621525259RESIDUAL
OUTPUTRESIDUAL
OUTPUT1.68704420851.75015904661.66033144650.2116901970.20422653110.2151446512ObservationPredicted
v_realResidualsStandard ResidualsObservationPredicted
v_realResidualsStandard
Residuals0.40216710370.35790902230.385417493911.15693955430.18155246562.414143816711.21157353340.12691848651.39551344270.54179597460.56050559630.625089644420.67227730520.10522379751.399184412920.66532187070.11217923191.23345014981.23200168141.38949953911.326447184530.73355791960.04716033890.62710159430.70406629910.07665195940.84281527980.89100735580.92453752380.955171352840.4668510665-0.0003292227-0.004377747640.4508883540.01563348980.17189572410.60261112150.72448491340.711446957250.62432668960.04246219820.564629364850.58875267780.078036210.85803560310.62128183440.6139043490.675823439660.67343717760.01050398940.139673900160.639818990.04412217690.48513886930.62394238640.70338227190.744128615470.48213619520.01473181570.195892254370.47950057420.01736743670.19096108090.58325282390.6726097990.652614332180.93711657790.07507700760.998315793580.89117117210.12102241341.33068404351.10915994231.26161248831.252878587890.97447394150.0897621841.193587874590.92118082130.14305530421.57294343481.12162448611.31219767781.3320729329101.1033702260.06488362390.8627720858101.08881495770.07943889220.87345858710.89340102941.02906801951.0210156983111.10756342080.14850417991.9746933558111.12757718160.12849041911.4127973950.76995616740.80609339380.7511286176121.23179636180.07879813471.0477964538121.16158096220.14901353431.6384562720.55917056840.63604231430.6513069129130.60139117880.08883505051.1812595726130.60883759820.08138863110.89489665340.79395460510.84770726340.9305504491140.3671171786-0.0068400714-0.090953962140.3868534948-0.0265763876-0.29221673790.46302364110.57094486230.5475721483150.3047893410.01935582220.2573787054150.31975639270.00438877050.04825607620.48772050210.53682683540.5774523304161.0131143960.05056932770.6724316812160.91976857650.14391514721.58239771051.86687326031.95065680112.2199165234170.47907224050.01258972720.1674084242170.45988548960.03177647810.34939356450.71005373950.70345968880.6691277414180.82569810280.00247975610.0329738725180.82271324270.00546461610.06008537851.1680243881.05035599621.0869401963190.60468151340.06202470350.8247563801190.6759342156-0.0092279987-0.10146509481.56045626941.65212557551.6439160524200.82464191030.12767398741.6977096187200.84648699850.10582889911.16362600470.88897672450.90220095880.90899442210.83630459560.00520523210.0692151382210.76006139450.08144843330.89555419941.36865899841.39771184191.4464933515221.6973704498-0.0103262412-0.1373103436221.57460862810.11243558041.2362687910.67449469630.75903016570.798210931230.2292485301-0.0175583331-0.2334770899230.2639867918-0.0522965948-0.57501947210.49159484760.49246729930.4740064836240.37519580250.02697130120.3586434359240.418405104-0.0162380004-0.17854253091.19943545291.25255481721.2911843119250.5675951913-0.0257992168-0.3430579662250.6357607808-0.0939648063-1.03317612650.64692759770.67393639260.6817583125261.3548638246-0.1228621431-1.6337254478261.2718131653-0.0398114838-0.43774128091.2132092241.15706472271.0982624912270.9133044942-0.0222971384-0.2964900455270.9351077554-0.0441003996-0.48489941980.45472649860.4826196550.4655989611280.723321025-0.1207099035-1.6051066347280.7140771481-0.1114660266-1.22560820580.72303062990.67817448340.7250837607290.61830625310.00297558130.0395669709290.6817706254-0.060488791-0.66509555290.53462719790.57329611650.5879379949300.7032805315-0.0793381451-1.054977093300.7437157354-0.119773349-1.3169501401310.674056913-0.0908040891-1.2074423197310.6607225759-0.077469752-0.8518071979321.2334136445-0.1242537022-1.6522293198321.2050947248-0.0959347825-1.0548367084331.2814527567-0.1598282706-2.1252723282331.2769150862-0.1552906001-1.7074748211341.0125737123-0.1191726829-1.5846658676340.9948211691-0.1014201396-1.1151501418350.8008219493-0.0308657819-0.4104292188350.75006394980.01989221760.2187219353360.63932996-0.0801593915-1.0658973912360.6595368939-0.1003663254-1.1035630838370.8403412903-0.0463866852-0.6168141467370.9127793656-0.1188247605-1.3065200758380.5775090233-0.1144853822-1.5223377809380.5654611328-0.1024374917-1.126336286390.5451082408-0.0573877388-0.7630976219390.5925590963-0.1048385942-1.1527372538401.8877766578-0.0209033976-0.2779571612402.0820893383-0.215216078-2.3663765478410.70335405190.00669968760.0890872476410.67569838040.03435535910.3777492686421.03279021260.13523417531.7982391322421.05460727210.11341711591.2470611198431.604271245-0.0438149756-0.5826175483431.55972171250.00073455690.0080767118440.8920921836-0.0031154591-0.0414269574440.8932304724-0.0042537479-0.0467714552451.3626627820.00599621640.0797330325451.3806815333-0.0120225349-0.1321920039460.7561275295-0.0816328333-1.0854900759460.7927623112-0.118267615-1.3003940646470.5029814296-0.0113865819-0.1514099312470.4987453512-0.0071505036-0.0786223045481.2248118683-0.0253764154-0.3374358818481.239833707-0.0403982541-0.4441930265490.6753167359-0.0283891382-0.3774967313490.6871528874-0.0402252897-0.4422912221501.13412802580.07908119821.0515604127501.06487531980.14833390411.6309834994510.4936294415-0.0389029429-0.5173011494510.4911206741-0.0363941756-0.4001667734520.67934151320.04368911670.5809439743520.7264441947-0.0034135648-0.0375333472530.5797419331-0.0451147352-0.5999007433530.6020684144-0.0674412165-0.7415399196
vol_arb_proba00000000000000000000000000000000000000000000000000000
00000000000000000000000000000000000000000000000000000
Residuals
dhv_fus%_craciv_craciv_fus+cracilnvlnd1/dlnvteorvteorSUMMARY
OUTPUT37.925.71.3384920199100.1338492021.47234122180.38685380183.63495111210.02638522430.40174397441.494428671826.926.30.777501102760.04665006620.8241511688-0.19340130863.29212628660.0371747212-0.37524077740.687123815Regression
Statistics28.924.40.780718258570.05465027810.8353685366-0.17988229033.36384159510.0346020761-0.21465503860.8068197139Multiple
R0.967814450422.224.60.466521843860.02799131060.4945131544-0.70418152683.10009228890.045045045-0.79917738160.4496987425R
Square0.936664810325.625.30.666788887870.04667522210.71346411-0.33762314473.24259235150.0390625-0.48547241050.6154064036Adjusted
R
Square0.934131402728.522.60.683941166980.05471529340.7386564603-0.30292233723.34990408730.0350877193-0.24595270790.7819592046Standard
Error0.11750461912718.20.496868010990.0447181210.5415861319-0.61325316353.2958368660.037037037-0.36696028760.6928371587Observations5332.225.51.012193585580.08097548681.09316907240.08908088373.47196645260.03105590060.02951565091.029955555132.226.41.064236125680.085138891.14937501560.139218333.47196645260.03105590060.02951565091.0299555551ANOVA3526.81.168253849990.10514284651.27339669640.24168789433.55534806150.02857142860.21935729361.2452761264dfSSMSFSignificance
F35.626.91.256067600690.11304608411.36911368470.3141635853.57234563790.02808988760.25821115411.2946121524Regression210.20984177095.1049208855369.7252723471036.925.91.3105944965100.13105944961.44165394610.36579102823.6082115510.0271002710.34035876261.4054517237Residual500.6903667760.013807335526.125.30.690226229370.04831583610.7385420654-0.30307721813.26193531430.0383141762-0.44249596540.6424309329Total5210.90020854692122.90.360277107260.02161662640.3818937337-0.96261289323.04452243770.0476190476-0.9200207570.398510769118.323.60.324145163250.01620725820.3403524213-1.07777366482.90690105980.0546448087-1.21526949720.2966300626CoefficientsStandard
Errort StatP-valueLower 95%Upper 95%Lower 95,0%Upper
95,0%32.925.31.063683723690.09573153511.15941525870.14791579073.49347265780.03039513680.07835718341.0815088867Intercept-8.70700376112.4385333457-3.57059040290.0007982772-13.6049441314-3.8090633909-13.6049441314-3.809063390921.925.80.491661967850.02458309840.5162450662-0.66117369183.08648663680.0456621005-0.82884588450.4365528281lnd2.46100389590.56464242184.3585175340.00006517961.32688575173.59512204011.32688575173.59512204013125.20.828177858970.05797245010.886150309-0.12086869383.43398720450.0322580645-0.05651878010.94504873621/d6.182579514615.40276587320.4013941110.6898404195-24.754798855837.1199578851-24.754798855837.11995788512824.80.666706216870.04666943520.713375652-0.33774713613.33220451020.0357142857-0.28563755760.751534954732.124.30.952315897790.08570843081.03802432850.03731922233.46885603010.0311526480.02245905151.02271315482926.30.841509827870.05890568790.9004155157-0.10489893813.367295830.0344827586-0.2068918590.81310757554227.61.6870442085100.16870442091.85574862940.61828818843.73766961830.02380952380.63860969251.8938460198RESIDUAL
OUTPUT1721.30.21169019750.01058450980.2222747068-1.5038412442.83321334410.0588235294-1.37077960730.253908933121.424.20.402167103760.02413002620.4262971299-0.85261868783.0633909220.046728972-0.87908839880.4151612007ObservationPredicted
lnvResidualsStandard
Residuals26.725.40.541795974670.03792571820.5797216928-0.54520713063.28466356540.0374531835-0.39188491310.675781883110.4017538343-0.0149000325-0.12931501283629.81.232001681480.09856013451.3305618160.28560127113.58351893850.02777777780.28377899641.32813937482-0.37523247420.18183116571.5780837730.429.90.891007355860.05346044130.9444677971-0.05713368783.41444260840.0328947368-0.10068174070.90422076383-0.21464640330.03476411290.30171220762826.30.602611121570.04218277850.6447939-0.43882454813.33220451020.0357142857-0.28563755760.75153495474-0.79916998770.09498846090.824389746427.925.20.621281834470.04348972840.6647715628-0.40831181193.32862668880.0358422939-0.29365115250.74553652465-0.48546433890.14784119431.28309021392925.70.623942386470.0436759670.6676183534-0.40403859593.367295830.0344827586-0.2068918590.81310757556-0.2459441368-0.0569782004-0.49450473972824.20.583252823970.04082769770.6240805216-0.47147587793.33220451020.0357142857-0.28563755760.75153495477-0.3669519671-0.2463011964-2.137608914435.828.51.109159942390.09982439481.20898433710.18978061633.57794789340.02793296090.27102808971.311311904280.02952478010.05955610360.516877952236.429.31.121624486180.08972995891.21135444490.19173910963.59456877460.02747252750.30908540271.362178699390.02952478010.10969354990.952012874632.228.60.893401029470.06253807210.9559391015-0.04506106933.47196645260.03105590060.02951565091.0299555551100.21936679850.02232109570.193721240228.526.80.769956167470.05389693170.8238530991-0.19376304283.34990408730.0350877193-0.24595270790.7819592046110.25822073510.05594284990.485519097626.526.80.559170568460.03355023410.5927208026-0.52303181293.2771447330.0377358491-0.40864115170.6645526631120.34036850370.02542252450.220638047330.628.80.793954605170.05557682240.8495314275-0.16307034333.4210000090.0326797386-0.08587322630.917710565413-0.44248780310.13941058511.209922297424.825.70.463023641160.02778141850.4908050596-0.71170825743.21084365320.0403225806-0.55581538240.573604363514-0.9200136324-0.0425992608-0.369712210126.623.70.487720502180.03901764020.5267381422-0.64105173783.28091121580.037593985-0.40024892650.670153206415-1.21526305270.13748938781.193248531945.531.41.8668732603110.20535605862.07222931890.72862499343.8177123260.0219780220.82427135292.280218685160.07836640990.06954938080.603608015528.823.50.710053739570.04970376180.7597575012-0.27475597393.36037538710.0347222222-0.22244256110.800560988717-0.82883855630.16766486451.455136694932.330.21.16802438870.08176170721.24978609510.22297241283.47506723020.03095975230.03655221831.037228464918-0.0565098235-0.0643588703-0.558560400339.830.31.560456269490.14044106421.70089733360.53115595513.68386691230.02512562810.51433817971.672531220319-0.2856290683-0.0521180678-0.45232442229.829.60.888976724560.05333860350.942315328-0.05941531733.39450839350.033557047-0.14564504490.8644644948200.02246816660.01485105570.12888995043632.41.368658998480.10949271991.47815171830.39079246833.58351893850.02777777780.28377899641.328139374821-0.20688320780.10198426970.885105257927.330.80.674494696360.04046968180.714964378-0.33552255843.30688670220.0366300366-0.34228296140.710147232220.6386200053-0.0203318169-0.176456605222.826.20.491594847650.02457974240.51617459-0.6613102183.1267605360.0438596491-0.74087565430.476696311523-1.3707735355-0.1330677085-1.154873480533.732.91.199435452970.08396048171.28339593460.24950963873.51749783740.02967359050.13302211841.142275263324-0.87908118250.02646249470.22966378326.428.20.646927597760.03881565590.6857432536-0.37725198723.27336401020.0378787879-0.41706177710.658980208825-0.3918766447-0.1533304859-1.330730903331.731.61.21320922470.08492464571.29813386970.26092774833.45631668090.0315457413-0.0059699480.9940478367260.28378862740.00181264370.015731646222.526.40.454726498650.02273632490.4774628235-0.73926897873.11351530920.0444444444-0.76985660180.463079468327-0.10067287330.04353918550.377869666727.427.90.723030629960.04338183780.7664124677-0.26603478463.31054301340.0364963504-0.33411130830.71597408428-0.2856290683-0.1531954798-1.329559206225.226.70.534627197960.03207763190.5667048297-0.56791669333.22684399450.0396825397-0.52039565970.594285366729-0.2936426798-0.1146691321-0.995195161730-0.2068832078-0.1971553881-1.711080259931-0.2856290683-0.1858468096-1.612934905320.2710376958-0.0812570794-0.7052172701330.309095083-0.1173559734-1.0185138302340.0295247801-0.0745858494-0.647318725635-0.24594413680.0521810940.452871416836-0.4086329184-0.1143988945-0.992849812237-0.085864329-0.0772060143-0.6700587238-0.5558074604-0.155900797-1.35303822439-0.4002406756-0.2408110622-2.0899609122400.824282015-0.0956570216-0.83019207841-0.2224339418-0.0523220321-0.454094596420.03656136150.18641105121.6178318687430.51434825590.01680769920.145871348444-0.14563626870.08622095140.7482979253450.28378862740.10700384090.928669318646-0.34227458960.00675203110.058599804347-0.74086813230.07955791430.6904704865480.13303145330.11647818541.010895647249-0.41705356140.03980157420.345431532650-0.00596088980.26688863812.316284046951-0.76984914340.03058016470.265400386452-0.33410291940.06806813480.590752516953-0.5203876622-0.0475290311-0.4124969027
0000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000
valori experimentaleFuncia polinomialFuncia puterefunctia
logaritmicaFuncia logaritmic
dng*ndghgndahagavaV1820.05092020.062822110.418124100.452426140.743331.731.60.07891.29828181.108432.124.30.08091.03830181.272332.225.50.08141.09332171.367232.9128.31932.226.40.08141.14934161.452732.228.60.08140.9563690.916132.330.20.08191.25038111.247532.925.30.08501.1594471.064433.732.90.08921.2834610.16623526.80.09621.2734830.54295010.19635210.2124Total14111.27390.75710.501156.486
dhv_fus+cracidndndnv1721.30.222182clase
ddng*ng_meddghgnadahagavavt182claseddng*ng_meddghgnadahagavavt1820.05090.1dng*nnagmeddhdahagaga
cumvavacumvt162.8150.7198.015578659618.323.60.3402021820.050922.224.60.03870.4952021820.05092020.06280.211820.0509163.032150.7198.16950749412122.90.38222112020.062822.526.40.03980.47722112020.062822110.41811.12020.062810.035521.224.821.424.20.03600.03600.4260.4266.304163.16150.7198.254433747621.424.20.426241022110.418122.826.20.04080.516241022110.418124100.45241.2122110.4181162.194150.7197.613505928321.925.80.516261424100.4524261424100.452426140.74332.0224100.452410.045224.025.924.825.70.04830.04830.4910.4914.597159.553150.7195.861238463622.224.60.49528182630.1593281826140.743322.826.20.04080.51628181.10842.9326140.743320.053126.026.725.226.70.04990.10500.5671.1598.205161.322150.7197.034945826322.526.40.4773018Total
I281.14350.040822.825.530.11931.48814.26530182880.492624.825.70.04830.49130181.27233.4326.526.80.05520.593131.979150.719-12.4337343003cv_putere22.826.20.516321726110.584027.330.80.05850.715321725.226.70.04990.56732171.36723.64144.118150.719-4.379673432cv_polinom24.825.70.491341628181.108427.427.90.05900.7663416Total
I472.22020.047224.526.130.13901.57425.13434161.45273.9428181.108430.061628.027.327.427.90.05900.18430.7662.23513.439156.486150.7193.826325811625.226.70.56736927.925.20.06110.66536928100.61583690.91612.432826.30.06160.645145.45150.719-3.495909606625.625.30.7133811Total
II291.69240.058427.327.130.17862.14620.332381130181.272338111.24753.3328.526.80.06380.824144.011150.719-4.45066647226.125.30.73944730181.272330.429.90.07260.9444473250.40214471.06442.83150.719150.719026.428.20.68646132100.804230.628.80.07350.8504614610.16620.430181.272330.070730.028.029.829.60.06970.21590.9422.73616.12826.526.80.5934833125.20.07550.8864832925.70.06610.6684830.54291.4230.429.90.07260.94426.623.70.527501Total
III282.07660.074230.728.230.22162.68025.11550129.829.60.06970.9425010.19630.530.628.80.07350.85026.725.40.5805213270.563033.732.90.08921.28352130.628.80.07350.8505210.21240.61v26.926.30.824Total
general14134161.45273526.80.09621.273Total general141Total
II332.29020.069429.727.930.20932.45926.907Total
general14111.2739303032171.367240.080432.028.630.429.90.07260.30950.9444.00017.669162.8145.67211.75792190672718.20.5423650.508935.626.90.09951.36932120.965132.228.60.08140.95630.628.80.07350.850163.032145.67211.917183810227.330.80.715Total
IV282.52460.090233.929.130.28493.92634.78334151.361932.925.30.08501.15932.228.60.08140.956163.16145.67212.005052446627.427.90.7663640.407233.732.90.08921.28332.330.20.08191.250162.194145.67211.341918831327.925.20.66538111.2475Total
III272.32700.086233.128.930.25563.39930.937159.553145.6729.52894173212824.80.7134471.06443410.09083629.80.10181.33134161.452740.090834.029.132.330.20.08190.36691.2505.17620.493161.322145.67210.74331374592826.30.6454610.16623690.91613632.40.10181.47833.732.90.08921.283131.979145.672-9.39988467242824.20.6244830.542939.830.30.12441.70138111.247536.429.30.10411.2113526.80.09621.273144.118145.672-1.066780163728.522.60.7395010.19634227.60.13851.856Total
IV212.25440.107437.029.930.30764.02029.46035.626.90.09951.369156.486145.6727.423526827428.526.80.8245210.212445.531.40.16262.0724471.0644145.246145.672-0.292437805528.823.50.760Total
V283.83680.137041.831.030.42565.62950.751145.24624610.166239.830.30.12441.7013690.916130.101836.029.635.828.50.10070.30651.2093.75111.211141.301145.672-3.000576637928.924.40.835Total14111.2739151.230015.869145.4504830.54294227.60.13851.8563629.80.10181.331145.672145.67202926.30.900Urich28.22.25485010.196345.531.40.16262.07236.429.30.10411.2112925.70.6685210.212429.829.60.942Total
V132.18220.167946.231.930.42565.62928.864141.301347792338111.247530.113438.030.137.925.70.11280.34131.4724.38516.02730.429.90.944Total14111.2739151.337217.081144.01139.830.30.12441.70130.628.80.850Hartig2.254836.429.30.10411.2113125.20.88631.731.61.2984471.064430.152144.031.545.531.40.16260.45652.0726.08714.19332.124.31.03844310.15212.01032.225.51.09342.531.20.14192.00532.226.41.14932.228.60.9564610.166220.177347.532.247.5320.17720.35822.7605.66011.20532.330.21.2504830.54294832.50.18102.90032.925.31.159145.672124656933.732.91.2835010.196310.204451.032.851320.20430.20433.1003.1006.2023526.81.2735210.212435.626.91.369Total14111.2739302.932639.206150.71935.828.51.2093629.81.3313632.41.47836.429.31.21136.925.91.44237.925.71.47239.830.31.7014227.61.85645.531.42.072
