{"text_format":"2","workbook":"xls","n_sheets":2,"sheets":["Inventario Urbano","Amostragem Dupla"],"not_rendered":{"charts":0,"images":0,"macros":0,"external_links":1,"defined_names":8,"comments":0,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"run_cost":"one","rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"Inventario Urbano","index":0,"n_rows":115,"n_cols":30,"rows_kept":115,"cut":false,"hidden":false,"merged":[[1,0,1,6],[14,7,14,10],[14,12,14,15],[13,0,13,4],[3,0,3,6],[14,17,14,22]],"flags":["formulas_cached_only"]}
["Bairro Santo Amaro – Cidade de São Paulo"]
["Encontre o NÚMERO TOTAL de árvores no Bairro Santo Amaro com o respectivo intervalo de confiança de 95%."]
[]
["Dados Populacionais"]
[null,"Número total de quadras =",273,"Praça-Canteiros"]
[null,null,665,"Quadras (propriamente ditas)"]
[]
[null,"Perímetro total das quadras =",90586.71,"m","Praça-Canteiros"]
[null,null,385875.54,"m","Quadras"]
[]
[null,"Área total das quadras =",421928,"m2","Praça-Canteiros"]
[null,null,12633952,"m2","Quadras"]
[]
["Amostra"]
["Tipo de Quadra","Identificador da Quadra","Area da Quadra (m2)","Perímetro da Quadra (m)","Número de Árvores na Quadra","(Yi-R.Xi)²",null,"Praças-Canteiros",null,null,null,"","Quadras",{"$nulls":4},"Bairro Jardins"]
["Praca_Canteiro",264,36,35.16,2,0.4174274246153936,null,"Dados Populacionais",{"$nulls":4},"Dados Populacionais",{"$nulls":4},"Dados Populacionais",null,null,"Praça-Canteiro","Quadra","Total"]
["Praca_Canteiro",1182,20537,626.51,20,17.016918405494934,null,null,"Tamanho da População","N =",273,null,null,"Tamanho da População","N =",665,null,null,"Tamanho da População","N =",273,665,938]
["Praca_Canteiro",2224,577,110.47,3,1.5722459155677702,null,null,"Total Populacional X","tau_X =",90586.71,"m",null,"Total Populacional X","tau_X =",385875.54,"m",null,"Total Populacional X","tau_X =",90586.71,385875.54,476462.25,"m"]
["Praca_Canteiro",4701,37,48.98,0,3.5573110001504493,null,null,"Média Populacional X","mu_x =",331.81945054945055,"m",null,"Média Populacional X","mu_x =",580.263969924812,"m",null,"Média Populacional X","mu_x =",191.075,574.2109,507.95549040511725,"m"]
["Praca_Canteiro",4742,25,36.04,0,1.925989159487692]
["Praca_Canteiro",4879,3140,406.41,0,244.91368047947373,{"$nulls":11},"Estimativas Por Estrato (tipo de quadra) e para o Bairro Jardins"]
["Praca_Canteiro",6147,3100,520.07,29,80.52462556550336,null,"Dados Amostrais",{"$nulls":4},"Dados Amostrais",{"$nulls":6},"Tamanho da População","Total Variável Auxiliar X","Tamanho da Amostra","Índice do Estrato","Variância Populacional","Coeficiente de Variação %","Total Variável de Interesse Y","Variância do Total"]
["Praca_Canteiro",6185,114,52.58,2,0.0006105589408489247,null,null,"Tamanho da Amostra","n = ",29,null,null,"Tamanho da Amostra","n = ",71,null,null,null,"N","tau_X","n","a","s^2_R","V","tau_Y_R","var(tau_Y_R)",null,"a * s^2_R","(a * s^2_R)^2"]
["Praca_Canteiro",6201,244,139.33,4,1.86379998338969,null,null,"Cor. Pop. Finita",null,0.8937728937728938,null,null,"Cor. Pop. Finita",null,0.8932330827067669,null,null,"Praça-Canteiro",273,90586.71,29,2296.9655172413795,339.9972355396335,144.36654340475908,3488.2421355454053,780961.9259919334,null,780961.9259919334,609901529849.0302]
["Praca_Canteiro",7652,262,286.55,36,623.2890152906524,{"$nulls":12},"Quadra",665,385875.54,71,5563.521126760564,209.42926180176326,64.81331868526647,14848.277200439356,1165164.122595979,null,1165164.122595979,1357607432584.8574]
["Praca_Canteiro",7686,344,319.57,8,18.539495674947787,null,null,"Médias Amostrais","mu_x_hat =",414.61103448275867,"m",null,"Médias Amostrais","mu_x_hat =",533.300985915493,"m"]
["Praca_Canteiro",7687,20713,3228.49,204,6348.875897725878,null,null,null,"mu_y_hat =",15.96551724137931,"arv/quadra",null,null,"mu_y_hat =",20.52112676056338,"arv/quadra",null,"Total do Bairro",938,null,null,null,"tau_R =",null,18336.51933598476,1946126.0485879122,null,1946126.0485879122,1967508962433.8877]
["Praca_Canteiro",7711,1541,525.34,19,1.5113790915171332,{"$nulls":12},"Média do Bairro",{"$nulls":4},"mu_R =",null,0.0384847264100876,8.572627855870037e-06]
["Praca_Canteiro",7714,370,412.92,16,0.009920118383106611,null,null,"Estimador de Razão","R =",0.038507217400272124,"arv/m",null,"Estimador de Razão","R =",0.03847944650868349,"arv/m"]
["Praca_Canteiro",7717,880,264.13,13,8.003742691780154,{"$nulls":12},"Tamanho de Amostra Efetivo",{"$nulls":4},"n_e =",null,191]
["Praca_Canteiro",9380,739,114.76,0,19.528341127933906,null,null,"Variância Populacional","s2_R =",339.9972355396335,null,null,"Variância Populacional","s2_R =",209.42926180176326,null,null,"Estatística t",{"$nulls":4},"t =",null,1.9725281820013127]
["Praca_Canteiro",10158,213,252.45,0,94.50069963134669,{"$nulls":4},4.447304200545477]
["Praca_Canteiro",10194,58,69.93,0,7.251224149355564,null,null,"Variância Est. Razão","Va( R ) =",9.517017931225684e-05,null,null,"Variância Est. Razão","Va( R ) =",7.825148769701198e-06,null,null,"Erro Amostral Total",{"$nulls":4},"E.A. (tau_R) =",null,2751.748254250256,"árvores"]
["Praca_Canteiro",10205,495,208.09,0,64.20763804084909,{"$nulls":12},"Erro Amostral Média",{"$nulls":4},"E.A. (mu_R) =",null,0.005775375182924264,"árvores/m"]
["Praca_Canteiro",10312,11936,2630.78,58,1875.2379223115731,null,null,"Estatística t","t =",2.0484071417952445,null,null,"Estatística t","t =",1.9944371117711854,null,null,"Erro Amostral %",{"$nulls":4},"E.A. % =",null,15.006927998870806,"%"]
["Praca_Canteiro",11068,1912,333.39,13,0.026269534467151134]
["Praca_Canteiro",12559,2838,220.91,6,6.283190928360492,null,"Densidade de Arborização = Número de árvores por metro",{"$nulls":4},"Densidade de Arborização = Número de árvores por metro",{"$nulls":4},"Tamanho Amostral Para Erro Desejado"]
["Praca_Canteiro",12752,397,122.54,9,18.329748719998523,null,null,null,"R =",0.038507217400272124,"arv/m",null,null,"R =",0.03847944650868349,"arv/m",null,"Erro Amostral Desejado","E_% =",5]
["Praca_Canteiro",12789,1174,159.62,2,17.19364504007673,null,null,"Erro Amostral",null,0.019983277768207065,"arv/m",null,"Erro Amostral",null,0.005579132147726151,"arv/m"]
["Praca_Canteiro",12987,2096,207.58,8,4.451307605070246e-05,null,null,"Erro Amostral %",null,51.894889107375086,"%",null,"Erro Amostral %",null,14.498992719313497,"%",null,"Amostragem","W_h","Proporcional"]
["Praca_Canteiro",13007,3776,276.72,6,21.675702637095167,{"$nulls":13},"Praça-Canteiro",0.29]
["Praca_Canteiro",15070,891,133.71,0,26.510141837388364,null,"Número Total de Árvores em Praças-Canteiros",{"$nulls":4},"Número Total de Árvores em Quadras",{"$nulls":6},"Quadra",0.71]
["Praca_Canteiro",15232,225,65.6,0,6.38104713268165,null,null,"Total Estimado","tau_Y_R =",3488.2421355454053,"árvores",null,"Total Estimado","tau_Y_R =",14848.277200439356,"árvores",null,null,"TOTAL =",1]
["Praca_Canteiro",60050,642,215.09,5,10.774920419752487,null,null,"Variância do Total","Var(tau_Y_R)=",780961.9259919334,null,null,"Variância do Total","Var(tau_Y_R)=",1165164.122595979,{"$nulls":5},"Proporcional"]
["Quadra",364,24383,744.13,32,11.331904792421838,null,null,"Erro Amostral",null,1810.2193880380207,"árvores",null,"Erro Amostral",null,2152.8506302351884,"árvores",null,null,"Iteração","t","n*"]
["Quadra",5397,14422,530.44,22,2.524801489336233,null,null,"Erro Amostral %",null,51.894889107375086,"%",null,"Erro Amostral %",null,14.4989927193135,"%",null,null,1,1.9725281820013127,406]
["Quadra",16196,148197,2576.97,57,1777.4975801465753,{"$nulls":13},2,1.9658241784477262,405]
["Quadra",16240,25922,728.45,21,49.42586062253628,{"$nulls":13},3,1.9658386906356404,405]
["Quadra",16251,4784,343.67,6,52.189519055461446,{"$nulls":13},4,1.9658386906356404,405]
["Quadra",16292,6813,384.21,18,10.341445898970367]
["Quadra",16331,10726,533.26,31,109.83983963899654]
["Quadra",16354,69405,1564.95,89,828.379933648423]
["Quadra",16368,9493,502.66,63,1906.0141025354742]
["Quadra",16405,22004,596.75,8,223.87968915593692]
["Quadra",16490,5790,298.18,5,41.910104048210165]
["Quadra",16496,14546,503.66,16,11.428172584485322]
["Quadra",16600,7657,342.51,15,3.31387354961524]
["Quadra",16603,2842,219.81,8,0.20991712549432803]
["Quadra",16724,8030,358.02,1,163.2366892596031]
["Quadra",16737,17870,562.77,42,413.9158466413618]
["Quadra",16966,6911,339.43,3,101.22530115548547]
["Quadra",16982,7367,338.47,9,16.193688733938714]
["Quadra",16992,21949,766.02,27,6.130702844064813]
["Quadra",16996,21084,612.14,14,91.29436328984156]
["Quadra",17050,11668,518.4,10,98.95763197972914]
["Quadra",17095,11893,474.39,15,10.590238277216027]
["Quadra",17139,7383,337.41,12,0.9669773139415186]
["Quadra",17210,6779,418.52,9,50.472754448268894]
["Quadra",17308,7459,338.07,12,1.0175694633144725]
["Quadra",17382,3407,249.42,1,73.91775506312383]
["Quadra",17386,7423,339.27,11,4.22270367398689]
["Quadra",17440,4177,269.14,7,11.2651405905567]
["Quadra",17506,7448,337.64,7,35.906464665323426]
["Quadra",17580,6480,372.83,7,53.968006763891026]
["Quadra",17581,4832,276.31,10,0.3997474785921244]
["Quadra",17593,30491,833.96,16,258.8983722919779]
["Quadra",18904,7452,338.9,6,49.5712371272763]
["Quadra",19689,1356,149.9,0,33.27062035389886]
["Quadra",20746,3506,261.76,12,3.7157191800940836]
["Quadra",21746,12939,574.23,25,8.432910683862344]
["Quadra",23327,6013,315.58,8,17.16729725838662]
["Quadra",23360,12754,519.12,9,120.46050866409617]
["Quadra",25243,18148,642.55,15,94.57500948930797]
["Quadra",25244,7482,351.84,3,111.06226826507304]
["Quadra",30512,2575,377.26,16,2.200012793598588]
["Quadra",37858,5941,320.66,13,0.43715989494495294]
["Quadra",39928,21155,776.29,85,3039.1835386602543]
["Quadra",39942,15159,507.18,16,12.3622959437197]
["Quadra",39952,9960,394.88,10,26.985571325828253]
["Quadra",40055,17020,515,29,84.32905099931544]
["Quadra",40056,22199,600.1,40,285.896836255503]
["Quadra",40059,8792,456.24,17,0.308983313593514]
["Quadra",40082,25646,821.75,52,415.32462476689403]
["Quadra",40175,24848,715.63,20,56.80706700385233]
["Quadra",40184,13616,494.14,29,99.71552864213585]
["Quadra",40188,14237,516.55,20,0.01523790414198711]
["Quadra",40193,7436,392.7,13,4.455808649526436]
["Quadra",40203,14363,530.91,29,73.45993347606677]
["Quadra",40213,21910,594.23,36,172.51137323660015]
["Quadra",40272,8215,434.8,14,7.457614592546041]
["Quadra",40305,11261,519.74,19,0.9986155363632035]
["Quadra",40331,5894,315.73,5,51.10985452255063]
["Quadra",40337,15814,647.09,48,533.6254752039525]
["Quadra",40339,24598,634.64,50,654.3059124601564]
["Quadra",40391,21789,716.47,32,19.63049070303296]
["Quadra",40395,10713,417.15,17,0.8992707826940587]
["Quadra",40413,9831,419.74,19,8.114733455372813]
["Quadra",40414,9237,413.24,11,24.022217011134543]
["Quadra",40426,6183,369.44,12,4.909976678416025]
["Quadra",40440,21515,797.9,9,471.0093735912206]
["Quadra",40441,25076,730.23,56,778.4743820299932]
["Quadra",40448,17101,776.68,15,221.5994421125322]
["Quadra",40473,21961,594.89,27,16.883569263519135]
["Quadra",40544,8451,495.27,11,64.92677863343998]
["Quadra",41877,27949,802.1,5,668.9653274323748]

{"sheet":"Amostragem Dupla","index":1,"n_rows":148,"n_cols":32,"rows_kept":148,"cut":false,"hidden":false,"merged":[[9,0,9,6],[10,0,10,6],[29,27,30,30],[1,0,1,6],[2,0,2,6],[3,0,3,6],[4,0,4,6],[7,0,7,6],[8,0,8,6]],"flags":["formulas_cached_only"]}
["Amostragem Dupla em Floresta de Eucalipto",{"$nulls":7},"Dados da Segunda Fase",{"$nulls":13},"Amostragem Aleatória Simples com Pontos de Bitterlich",{"$nulls":4},"Amostragem Dupla em Inventário com Pontos de Bitterlich"]
["Encontre a estimativa de produção de madeira (m3/ha), com o respectivo intervalo de confiança de 95%,  utilizando os seguintes métodos:",{"$nulls":7},"ponto","arvore","dap.mm","dap.cm","h.dm","h.m","h.pred","vol","area transversal","area basal por ponto","fator de expansão","produção","produção por ponto",null,"Correção para População Finita é Nula ",null,"N = infinito",null,null,"Correção para População Finita é Nula ",null,"N = infinito"]
["1) Amostragem Aleatória Simples e",{"$nulls":7},"10-3",1,155,15.5,252,25.2,24.84615,0.20833010210359001,0.018869190875623696,0.21162632052560584,105.99288613820293,22.081508791426007,275.75096870692005]
["2) Amostragem Dupla.",{"$nulls":7},"10-3",2,153,15.3,"NA"," ",24.66657,0.2018039895622664,0.018385385606970867,null,108.78205346107589,21.95265238122086]
["3) Compare os resultados obtidos pelos dois métodos.",{"$nulls":7},"10-3",3,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421,null,null,"1a. Fase: Variável Auxiliar: X =  área basal",{"$nulls":4},"1a. Fase: Variável Auxiliar: X =  área basal"]
[]
[{"$nulls":8},"10-3",4,120,12,"NA"," ",21.7035,0.11218889201657731,0.011309733552923255,null,176.8388256576615,19.839351916045725,{"$nulls":7},"Tamanho da amostra","n_1 =",105]
["Método Arbustimétrico utilizado:  Pontos de Bitterlich com fator de área basal de 2 m2/ha.",{"$nulls":7},"10-3",5,153,15.3,"NA"," ",24.66657,0.2018039895622664,0.018385385606970867,null,108.78205346107589,21.95265238122086,{"$nulls":7},"Média amostral","mu_hat_x1 =",22.723809523809525,"m2/ha"]
["Para obter o volume das árvores individuais utilize a equação de volume (m3):",{"$nulls":7},"10-3",6,163,16.3,"NA"," ",25.56447,0.2357735865229236,0.020867243803306804,null,95.84399448493829,22.597482326397213,{"$nulls":7},"Variância populacional","s2_x1 =",23.105677655677656,"(m2/ha)^2"]
["V = exp( -10,085 + 1,853*Ln( DAP) + 1,070*Ln( H ) )",{"$nulls":7},"10-3",7,107,10.7,"NA"," ",20.53623,0.08550380862796364,0.008992023572737385,null,222.4193457481287,19.017701174004877]
["DAP em centímetros e H em metros.",{"$nulls":7},"10-3",8,110,11,"NA"," ",20.8056,0.09126277232976376,0.009503317777109124,null,210.45281731159713,19.206507552465656]
[{"$nulls":8},"10-3",9,118,11.8,"NA"," ",21.52392,0.10778625297033148,0.010935884027146072,null,182.8841632770989,19.71239868725279,null,null,"2a. Fase: Variável de Interesse: Y = volume",{"$nulls":4},"2a. Fase: Variável de Interesse: Y = volume"]
["Dados da Primeira Fase",null,null,"Dados da Segunda Fase – processados",{"$nulls":4},"10-3",10,174,17.4,238,23.8,26.55216,0.2771180111355537,0.023778714795021142,null,84.10883503337051,23.308073083376016,null,null,"Tamanho da amostra","n_2 =",10,null,null,"Tamanho da amostra","n_2 =",10]
["ponto","area.basal (m2/ha)",null,"ponto","area.basal","produção",null,null,"10-3",11,88,8.8,"NA"," ",18.83022,0.054245262249627425,0.006082123377349841,null,328.83252704937047,17.837606666000806,null,null,"Médias amostrais",{"$nulls":4},"Médias amostrais","mu_hat_x2 =",25.1,"m2/ha"]
["1-1",24,null,"10-3",25,275.75096870692005,null,null,"10-3",12,175,17.5,"NA"," ",26.64195,0.2810899276666467,0.02405281875404685,null,83.15033761535759,23.372722385758117,null,null,null,"mu_hat_y =",322.50933544149524,"m3/ha",null,null,"mu_hat_y =",322.50933544149524,"m3/ha"]
["1-2",24,null,"11-1",21,298.68727737913997,null,null,"10-3",13,161,16.1,"NA"," ",25.38489,0.22870942083473256,0.02035830579342526,null,98.24000190850373,22.46841393929691,null,null,"Variâncias populacionais","s2_y =",2271.4473505828064,"(m3/ha)^2",null,"Variâncias populacionais","s2_x2 =",13.211111111111071,"(m2/ha)^2"]
["10-1",24,null,"17-1",25,339.8901931475465,null,null,"11-1",1,162,16.2,254,25.4,25.47468,0.2322243847230261,0.020611989400202632,0.29306111449563366,97.03090571065103,22.532942377773892,298.68727737913997,{"$nulls":7},"s2_y =",2271.4473505828064,"(m3/ha)^2"]
["10-2",33,null,"2-2",34,435.11802687563585,null,null,"11-1",2,144,14.4,"NA"," ",23.85846,0.17404567037536878,0.01628601631620949,null,122.80474004004269,21.37363330554212,{"$nulls":8},"s2_xy =",140.13333847888435,"(m2/ha)*(m3/ha)"]
["10-3",25,null,"27-4",28,363.22563770707313,null,null,"11-1",3,176,17.6,"NA"," ",26.731740000000002,0.2850980572274593,0.024328493509399363,null,82.20813176234262,23.43737865374287,null,null,"Estimadores",{"$nulls":4},"Estimadores"]
["10-4",24,null,"29-3",22,287.363037328203,null,null,"11-1",4,194,19.4,"NA"," ",28.347959999999997,0.3636093929680572,0.029559245277626354,null,67.6607261523628,24.60207556403859,{"$nulls":7},"Estimador de Razão","R =",12.848977507629291,"m3/ha / m2/ha"]
["10-5",26,null,"3-2",24,316.9174258347595,null,null,"11-1",5,183,18.3,"NA"," ",27.36027,0.3141816561140995,0.026302199094017143,null,76.03926929649514,23.890143557278837,null,null,"Média da Var. De Intresse","mu_hat_y =",322.50933544149524,"m3/ha",null,"Média da Var. De Intresse","mu_DR =",291.97771745908085,"m3/ha"]
["10-6",21,null,"3-5",24,299.93303956983095,null,null,"11-1",6,173,17.3,"NA"," ",26.46237,0.27318215599946044,0.023506181632322234,null,85.08400178657239,23.24343104911779,null,null,"Variância da estimativa","Var( mu_hat_y ) =",227.14473505828065,"(m3/ha)^2",null,"Variância da estimativa","Var( mu_DR ) =",246.45991172024,"(m3/ha)^2",0.00024366197809846734]
["10-7",21,null,"4-6",24,286.85830801216616,null,null,"11-1",7,144,14.4,"NA"," ",23.85846,0.17404567037536878,0.01628601631620949,null,122.80474004004269,21.37363330554212]
["11-1",21,null,"8-3",24,321.3494398536773,null,null,"11-1",8,183,18.3,"NA"," ",27.36027,0.3141816561140995,0.026302199094017143,null,76.03926929649514,23.890143557278837,null,null,"Erro Amostral Aproximado",{"$nulls":4},"Erro Amostral Aproximado"]
["11-2",23,{"$nulls":6},"11-1",9,176,17.6,"NA"," ",26.731740000000002,0.2850980572274593,0.024328493509399363,null,82.20813176234262,23.43737865374287,null,null,"Estatística t","t = ",2.262157162798205,null,null,"Estatística t","t = ",2]
["11-3",23,{"$nulls":6},"11-1",10,166,16.6,"NA"," ",25.833840000000002,0.2466281414740873,0.021642431790580088,null,92.41105710082469,22.79116726443215,null,null,"Erro Amostral",null,34.093698131863285,"m3/ha",null,"Erro Amostral",null,31.39808349057248,"m3/ha"]
["11-4",28,{"$nulls":6},"11-1",11,165,16.5,257,25.7,25.74405,0.24297531274111234,0.021382464998495533,null,93.53458547182093,22.726595157125992,null,null,"Erro Amostral %",null,10.571383332265755,"%",null,"Erro Amostral %",null,10.753588925830531,"%"]
["11-5",20,{"$nulls":6},"11-1",12,168,16.8,"NA"," ",26.01342,0.25403849059511513,0.022167077763729583,null,90.22389064166401,22.92034099422706]
["11-6",17,{"$nulls":6},"11-1",13,161,16.1,"NA"," ",25.38489,0.22870942083473256,0.02035830579342526,null,98.24000190850373,22.46841393929691]
["11-7",18,{"$nulls":6},"17-1",1,205,20.5,284,28.4,29.33565,0.417766363794322,0.03300635781677776,0.32655284837739107,60.59438642404107,25.31429648271967,339.8901931475465,null,"Tamanho de Amostra para Erroa Amostral Desejado",{"$nulls":4},"O erro amostral obtido através dos dois métodos foi semelhante. Neste caso, não seria necessário o uso da amostragem dupla."]
["12-1",24,{"$nulls":6},"17-1",2,145,14.5,"NA"," ",23.94825,0.17700193174428427,0.01651299638543135,null,121.11672244805354,21.437893839841795]
["13-1",23,{"$nulls":6},"17-1",3,212,21.2,"NA"," ",29.96418,0.454783882997045,0.03529893505573491,null,56.658933104982324,25.767569603953678,null,null,"Erro Amostral  Desejado %","E_% = ",5]
["13-2",21,{"$nulls":6},"17-1",4,141,14.1,"NA"," ",23.58909,0.1653652060049682,0.015614500886504666,null,128.08606656960544,21.180978784648875,null,null,"Coeficiente de Variação","V_% =",14.7777758263078]
["13-3",22,{"$nulls":6},"17-1",5,165,16.5,"NA"," ",25.74405,0.24297531274111234,0.021382464998495533,null,93.53458547182093,22.726595157125992]
["14-1",25,{"$nulls":6},"17-1",6,175,17.5,"NA"," ",26.64195,0.2810899276666467,0.02405281875404685,null,83.15033761535759,23.372722385758117]
["14-2",27,{"$nulls":6},"17-1",7,182,18.2,"NA"," ",27.27048,0.3099157936436668,0.02601552876437708,null,76.87716125680248,23.82544644397409,null,null,null,"Iteração","t","n*"]
["14-3",25,{"$nulls":6},"17-1",8,162,16.2,"NA"," ",25.47468,0.2322243847230261,0.020611989400202632,null,97.03090571065103,22.532942377773892,null,null,null,1,2.20098516009164,42]
["14-4",20,{"$nulls":6},"17-1",9,182,18.2,"NA"," ",27.27048,0.3099157936436668,0.02601552876437708,null,76.87716125680248,23.82544644397409,null,null,null,2,2.0195409704413763,35]
["15-1",24,{"$nulls":6},"17-1",10,162,16.2,"NA"," ",25.47468,0.2322243847230261,0.020611989400202632,null,97.03090571065103,22.532942377773892,null,null,null,3,2.0322445093177173,36]
["15-2",23,{"$nulls":6},"17-1",11,193,19.3,302,30.2,28.25817,0.35892355402496035,0.029255296188391556,null,68.36369001772732,24.537338587423395,null,null,null,4,2.030107928250344,36]
["15-3",27,{"$nulls":6},"17-1",12,113,11.3,"NA"," ",21.07497,0.09725796055600018,0.010028749148422018,null,199.4266653199409,19.39583074950146]
["16-1",24,{"$nulls":6},"17-1",13,135,13.5,"NA"," ",23.05035,0.1488379137393674,0.014313881527918496,null,139.72450422333748,20.79630370686898]
["16-2",29,{"$nulls":6},"17-1",14,176,17.6,"NA"," ",26.731740000000002,0.2850980572274593,0.024328493509399363,null,82.20813176234262,23.43737865374287]
["17-1",25,{"$nulls":6},"17-1",15,110,11,"NA"," ",20.8056,0.09126277232976376,0.009503317777109124,null,210.45281731159713,19.206507552465656]
["17-2",19,{"$nulls":6},"2-2",1,183,18.3,288,28.8,27.36027,0.3141816561140995,0.026302199094017143,0.3719245148786982,76.03926929649514,23.890143557278837,435.11802687563585]
["18-1",20,{"$nulls":6},"2-2",2,143,14.3,"NA"," ",23.76867,0.17112089779563056,0.016060607043314423,null,124.52829426721722,21.309393515964683]
["19-1",20,{"$nulls":6},"2-2",3,99,9.9,"NA"," ",19.817909999999998,0.07126955826642652,0.007697687399458391,null,259.8182929772804,18.51713497002776]
["2-1",26,{"$nulls":6},"2-2",4,138,13.8,"NA"," ",23.31972,0.1569640015595822,0.014957122623741007,null,133.71555815324118,20.988529078505753]
["2-2",34,{"$nulls":6},"2-2",5,167,16.7,"NA"," ",25.92363,0.25031581674840064,0.02190396937899143,null,91.30765138478705,22.855749331761206]
["2-3",37,{"$nulls":6},"2-2",6,171,17.1,"NA"," ",26.28279,0.26541802312867147,0.022965827695904786,null,87.08590983449011,23.114170030632092]
["20-1",28,{"$nulls":6},"2-2",7,186,18.6,"NA"," ",27.629640000000002,0.3272043944982836,0.027171634860898127,null,73.60617092930758,24.08426259026125]
["21-1",28,{"$nulls":6},"2-2",8,101,10.1,"NA"," ",19.99749,0.07467778502204565,0.008011846664817369,null,249.63033913050933,18.641840800568527]
["21-2",22,{"$nulls":6},"2-2",9,148,14.8,"NA"," ",24.21762,0.18606118013158138,0.017203361371057713,null,116.25634995755682,21.630793670893144]
["25-1",36,{"$nulls":6},"2-2",10,179,17.9,"NA"," ",27.001109999999997,0.2973412397055804,0.02516494255341764,null,79.47564337786977,23.6313863283744]
["26-1",26,{"$nulls":6},"2-2",11,97,9.7,181,18.1,19.638329999999996,0.06795947980907588,0.0073898113194065885,null,270.6429046094512,18.392751011275646]
["26-2",22,{"$nulls":6},"2-2",12,211,21.1,"NA"," ",29.874390000000002,0.4493714937955765,0.0349667116326178,null,57.19725723749073,25.70281692582106]
["26-3",9,{"$nulls":6},"2-2",13,205,20.5,"NA"," ",29.33565,0.417766363794322,0.03300635781677776,null,60.59438642404107,25.31429648271967]
["26-4",19,{"$nulls":6},"2-2",14,184,18.4,"NA"," ",27.450059999999997,0.31848494295281554,0.026590440219984007,null,75.21500146119818,23.954845449565642]
["26-5",16,{"$nulls":6},"2-2",15,143,14.3,"NA"," ",23.76867,0.17112089779563056,0.016060607043314423,null,124.52829426721722,21.309393515964683]
["27-1",20,{"$nulls":6},"2-2",16,116,11.6,"NA"," ",21.34434,0.10349355982596797,0.010568317686676062,null,189.24487882508367,19.585626188441857]
["27-2",21,{"$nulls":6},"2-2",17,122,12.2,"NA"," ",21.88308,0.11670271391535686,0.01168986626400762,null,171.08835591711406,19.966475454843714]
["27-3",23,{"$nulls":6},"2-2",18,106,10.6,"NA"," ",20.44644,0.08363592412077187,0.008824733763933728,null,226.6357324199293,18.954888919728763]
["27-4",28,{"$nulls":6},"2-2",19,173,17.3,"NA"," ",26.46237,0.27318215599946044,0.023506181632322234,null,85.08400178657239,23.24343104911779]
["27-5",20,{"$nulls":6},"2-2",20,123,12.3,"NA"," ",21.97287,0.11900170472786956,0.011882288814039998,null,168.3177400667807,20.030098003889336]
["27-6",15,{"$nulls":6},"27-4",1,195,19.5,258,25.8,28.43775,0.36833431694378815,0.029864765163187975,0.3464838975699281,66.96854936148127,24.666814885777562,363.22563770707313]
["28-1",25,{"$nulls":6},"27-4",2,190,19,"NA"," ",27.9888,0.34509903977377804,0.028352873698647883,null,70.53958696593699,24.343143727983765]
["28-2",28,{"$nulls":6},"27-4",3,145,14.5,"NA"," ",23.94825,0.17700193174428427,0.01651299638543135,null,121.11672244805354,21.437893839841795]
["28-3",17,{"$nulls":6},"27-4",4,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421]
["28-4",16,{"$nulls":6},"27-4",5,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421]
["29-1",27,{"$nulls":6},"27-4",6,145,14.5,"NA"," ",23.94825,0.17700193174428427,0.01651299638543135,null,121.11672244805354,21.437893839841795]
["29-2",19,{"$nulls":6},"27-4",7,163,16.3,"NA"," ",25.56447,0.2357735865229236,0.020867243803306804,null,95.84399448493829,22.597482326397213]
["29-3",22,{"$nulls":6},"27-4",8,180,18,"NA"," ",27.0909,0.30149573676061114,0.025446900494077322,null,78.59503362562734,23.69606756868352]
["3-1",19,{"$nulls":6},"27-4",9,173,17.3,"NA"," ",26.46237,0.27318215599946044,0.023506181632322234,null,85.08400178657239,23.24343104911779]
["3-2",24,{"$nulls":6},"27-4",10,170,17,"NA"," ",26.192999999999998,0.26158944187927463,0.02269800692218626,null,88.11346330347145,23.049551687605042]
["3-3",29,{"$nulls":6},"27-4",11,190,19,252,25.2,27.9888,0.34509903977377804,0.028352873698647883,null,70.53958696593699,24.343143727983765]
["3-4",21,{"$nulls":6},"27-4",12,170,17,"NA"," ",26.192999999999998,0.26158944187927463,0.02269800692218626,null,88.11346330347145,23.049551687605042]
["3-5",24,{"$nulls":6},"27-4",13,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421]
["3-6",27,{"$nulls":6},"27-4",14,122,12.2,"NA"," ",21.88308,0.11670271391535686,0.01168986626400762,null,171.08835591711406,19.966475454843714]
["30-1",21,{"$nulls":6},"27-4",15,190,19,"NA"," ",27.9888,0.34509903977377804,0.028352873698647883,null,70.53958696593699,24.343143727983765]
["30-2",22,{"$nulls":6},"27-4",16,120,12,"NA"," ",21.7035,0.11218889201657731,0.011309733552923255,null,176.8388256576615,19.839351916045725]
["30-3",23,{"$nulls":6},"29-3",1,165,16.5,267,26.7,25.74405,0.24297531274111234,0.021382464998495533,0.2500275783267607,93.53458547182093,22.726595157125992,287.363037328203]
["31-1",22,{"$nulls":6},"29-3",2,163,16.3,"NA"," ",25.56447,0.2357735865229236,0.020867243803306804,null,95.84399448493829,22.597482326397213]
["31-2",22,{"$nulls":6},"29-3",3,176,17.6,"NA"," ",26.731740000000002,0.2850980572274593,0.024328493509399363,null,82.20813176234262,23.43737865374287]
["31-3",11,{"$nulls":6},"29-3",4,125,12.5,"NA"," ",22.15245,0.12368461816028953,0.01227184630308513,null,162.97466172610083,20.157458805395134]
["31-4",23,{"$nulls":6},"29-3",5,165,16.5,"NA"," ",25.74405,0.24297531274111234,0.021382464998495533,null,93.53458547182093,22.726595157125992]
["32-1",24,{"$nulls":6},"29-3",6,170,17,"NA"," ",26.192999999999998,0.26158944187927463,0.02269800692218626,null,88.11346330347145,23.049551687605042]
["32-2",18,{"$nulls":6},"29-3",7,165,16.5,"NA"," ",25.74405,0.24297531274111234,0.021382464998495533,null,93.53458547182093,22.726595157125992]
["33-1",22,{"$nulls":6},"29-3",8,110,11,"NA"," ",20.8056,0.09126277232976376,0.009503317777109124,null,210.45281731159713,19.206507552465656]
["34-1",29,{"$nulls":6},"29-3",9,155,15.5,"NA"," ",24.84615,0.20833010210359001,0.018869190875623696,null,105.99288613820293,22.081508791426007]
["4-1",30,{"$nulls":6},"29-3",10,145,14.5,"NA"," ",23.94825,0.17700193174428427,0.01651299638543135,null,121.11672244805354,21.437893839841795]
["4-2",33,{"$nulls":6},"29-3",11,145,14.5,256,25.6,23.94825,0.17700193174428427,0.01651299638543135,null,121.11672244805354,21.437893839841795]
["4-3",29,{"$nulls":6},"29-3",12,180,18,"NA"," ",27.0909,0.30149573676061114,0.025446900494077322,null,78.59503362562734,23.69606756868352]
["4-4",24,{"$nulls":6},"29-3",13,155,15.5,"NA"," ",24.84615,0.20833010210359001,0.018869190875623696,null,105.99288613820293,22.081508791426007]
["4-5",29,{"$nulls":6},"3-2",1,155,15.5,271,27.1,24.84615,0.20833010210359001,0.018869190875623696,0.2977067446321296,105.99288613820293,22.081508791426007,316.9174258347595]
["4-6",24,{"$nulls":6},"3-2",2,148,14.8,"NA"," ",24.21762,0.18606118013158138,0.017203361371057713,null,116.25634995755682,21.630793670893144]
["5-1",22,{"$nulls":6},"3-2",3,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421]
["5-2",22,{"$nulls":6},"3-2",4,183,18.3,"NA"," ",27.36027,0.3141816561140995,0.026302199094017143,null,76.03926929649514,23.890143557278837]
["5-3",16,{"$nulls":6},"3-2",5,173,17.3,"NA"," ",26.46237,0.27318215599946044,0.023506181632322234,null,85.08400178657239,23.24343104911779]
["5-4",27,{"$nulls":6},"3-2",6,175,17.5,"NA"," ",26.64195,0.2810899276666467,0.02405281875404685,null,83.15033761535759,23.372722385758117]
["5-5",20,{"$nulls":6},"3-2",7,112,11.2,"NA"," ",20.98518,0.09523305878658256,0.00985203456165759,null,203.0037539437441,19.332668433221524]
["5-6",22,{"$nulls":6},"3-2",8,155,15.5,"NA"," ",24.84615,0.20833010210359001,0.018869190875623696,null,105.99288613820293,22.081508791426007]
["5-7",18,{"$nulls":6},"3-2",9,185,18.5,"NA"," ",27.53985,0.32282580536239547,0.026880252142277666,null,74.4040639728364,24.019551874266103]
["5-8",25,{"$nulls":6},"3-2",10,156,15.6,"NA"," ",24.93594,0.21164283830300196,0.019113449704440302,null,104.63835837731449,22.14595916234154]
["6-1",19,{"$nulls":6},"3-2",11,175,17.5,278,27.8,26.64195,0.2810899276666467,0.02405281875404685,null,83.15033761535759,23.372722385758117]
["6-2",13,{"$nulls":6},"3-2",12,170,17,"NA"," ",26.192999999999998,0.26158944187927463,0.02269800692218626,null,88.11346330347145,23.049551687605042]
["6-3",17,{"$nulls":6},"3-2",13,171,17.1,"NA"," ",26.28279,0.26541802312867147,0.022965827695904786,null,87.08590983449011,23.114170030632092]
["6-4",19,{"$nulls":6},"3-2",14,172,17.2,"NA"," ",26.37258,0.26928221057473817,0.023235219265950107,null,86.07622665867785,23.17879659258098]
["6-5",21,{"$nulls":6},"3-5",1,180,18,291,29.1,27.0909,0.30149573676061114,0.025446900494077322,0.3059762018945413,78.59503362562734,23.69606756868352,299.93303956983095]
["6-6",15,{"$nulls":6},"3-5",2,196,19.6,"NA"," ",28.527540000000002,0.37309847664567575,0.030171855845076378,null,66.28694006326336,24.731556359106772]
["6-7",23,{"$nulls":6},"3-5",3,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421]
["8-1",24,{"$nulls":6},"3-5",4,163,16.3,"NA"," ",25.56447,0.2357735865229236,0.020867243803306804,null,95.84399448493829,22.597482326397213]
["8-2",22,{"$nulls":6},"3-5",5,195,19.5,"NA"," ",28.43775,0.36833431694378815,0.029864765163187975,null,66.96854936148127,24.666814885777562]
["8-3",24,{"$nulls":6},"3-5",6,155,15.5,"NA"," ",24.84615,0.20833010210359001,0.018869190875623696,null,105.99288613820293,22.081508791426007]
["9-1",19,{"$nulls":6},"3-5",7,210,21,"NA"," ",29.7846,0.44400074537098394,0.03463605900582747,null,57.74329001066498,25.638063804908143]
["9-2",18,{"$nulls":6},"3-5",8,180,18,"NA"," ",27.0909,0.30149573676061114,0.025446900494077322,null,78.59503362562734,23.69606756868352]
["9-3",20,{"$nulls":6},"3-5",9,175,17.5,"NA"," ",26.64195,0.2810899276666467,0.02405281875404685,null,83.15033761535759,23.372722385758117]
["9-4",18,{"$nulls":6},"3-5",10,205,20.5,"NA"," ",29.33565,0.417766363794322,0.03300635781677776,null,60.59438642404107,25.31429648271967]
["9-5",22,{"$nulls":6},"3-5",11,114,11.4,247,24.7,21.16476,0.09930957470258438,0.010207034531513238,null,195.94329712760276,19.459045503564354]
["9-6",16,{"$nulls":6},"3-5",12,100,10,"NA"," ",19.9077,0.07296132522153508,0.007853981633974483,null,254.64790894703253,18.579448901668293]
[{"$nulls":8},"3-5",13,180,18,"NA"," ",27.0909,0.30149573676061114,0.025446900494077322,null,78.59503362562734,23.69606756868352]
[{"$nulls":8},"4-6",1,206,20.6,294,29.4,29.425440000000002,0.4229311590241699,0.03332915646193412,0.24993804293613336,60.0075193107344,25.379049692254156,286.85830801216616]
[{"$nulls":8},"4-6",2,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421]
[{"$nulls":8},"4-6",3,129,12.9,"NA"," ",22.511609999999997,0.13339449228409017,0.013069810837096936,null,153.02440294876064,20.412612538425957]
[{"$nulls":8},"4-6",4,143,14.3,"NA"," ",23.76867,0.17112089779563056,0.016060607043314423,null,124.52829426721722,21.309393515964683]
[{"$nulls":8},"4-6",5,134,13.4,"NA"," ",22.96056,0.14618963805525861,0.014102609421964583,null,141.81772607876616,20.732282045274633]
[{"$nulls":8},"4-6",6,159,15.9,"NA"," ",25.20531,0.221781597602766,0.01985565096885089,null,100.72699218663523,22.33939324887329]
[{"$nulls":8},"4-6",7,151,15.1,"NA"," ",24.48699,0.1954093389171113,0.017907863523625216,null,111.68278099514609,21.823858402686017]
[{"$nulls":8},"4-6",8,160,16,"NA"," ",25.295099999999998,0.22522854257331665,0.020106192982974676,null,99.47183943243459,22.40389742245421]
[{"$nulls":8},"4-6",9,109,10.9,"NA"," ",20.715809999999998,0.08931707747134776,0.009331315579325082,null,214.33205028788197,19.143512340155556]
[{"$nulls":8},"4-6",10,172,17.2,"NA"," ",26.37258,0.26928221057473817,0.023235219265950107,null,86.07622665867785,23.17879659258098]
[{"$nulls":8},"4-6",11,179,17.9,294,29.4,27.001109999999997,0.2973412397055804,0.02516494255341764,null,79.47564337786977,23.6313863283744]
[{"$nulls":8},"4-6",12,165,16.5,"NA"," ",25.74405,0.24297531274111234,0.021382464998495533,null,93.53458547182093,22.726595157125992]
[{"$nulls":8},"4-6",13,144,14.4,"NA"," ",23.85846,0.17404567037536878,0.01628601631620949,null,122.80474004004269,21.37363330554212]
[{"$nulls":8},"8-3",1,135,13.5,167,16.7,23.05035,0.1488379137393674,0.014313881527918496,0.2578768475717547,139.72450422333748,20.79630370686898,321.3494398536773]
[{"$nulls":8},"8-3",2,156,15.6,"NA"," ",24.93594,0.21164283830300196,0.019113449704440302,null,104.63835837731449,22.14595916234154]
[{"$nulls":8},"8-3",3,172,17.2,"NA"," ",26.37258,0.26928221057473817,0.023235219265950107,null,86.07622665867785,23.17879659258098]
[{"$nulls":8},"8-3",4,109,10.9,"NA"," ",20.715809999999998,0.08931707747134776,0.009331315579325082,null,214.33205028788197,19.143512340155556]
[{"$nulls":8},"8-3",5,152,15.2,"NA"," ",24.57678,0.1985903078725501,0.018145839167134643,null,110.21810463427656,21.888247332449925]
[{"$nulls":8},"8-3",6,132,13.2,"NA"," ",22.78098,0.14098279475430497,0.01368477759903714,null,146.14778979972024,20.604323853129266]
[{"$nulls":8},"8-3",7,113,11.3,"NA"," ",21.07497,0.09725796055600018,0.010028749148422018,null,199.4266653199409,19.39583074950146]
[{"$nulls":8},"8-3",8,195,19.5,"NA"," ",28.43775,0.36833431694378815,0.029864765163187975,null,66.96854936148127,24.666814885777562]
[{"$nulls":8},"8-3",9,105,10.5,"NA"," ",20.356650000000002,0.08179366577757384,0.008659014751456867,null,230.9731600426599,18.892141456119397]
[{"$nulls":8},"8-3",10,164,16.4,251,25.1,25.65426,0.23935717846804982,0.021124069002737764,null,94.67872878756418,22.662033383533085]
[{"$nulls":8},"8-3",11,168,16.8,"NA"," ",26.01342,0.25403849059511513,0.022167077763729583,null,90.22389064166401,22.92034099422706]
[{"$nulls":8},"8-3",12,99,9.9,"NA"," ",19.817909999999998,0.07126955826642652,0.007697687399458391,null,259.8182929772804,18.51713497002776]
[{"$nulls":8},"8-3",13,191,19.1,"NA"," ",28.078590000000002,0.3496685282352569,0.028652110398902312,null,69.80288614539967,24.40787246503511]
[{"$nulls":8},"8-3",14,108,10.8,"NA"," ",20.62602,0.08739747464803026,0.009160884177867838,null,218.31953784896479,19.08057627432458]
[{"$nulls":8},"8-3",15,170,17,"NA"," ",26.192999999999998,0.26158944187927463,0.02269800692218626,null,88.11346330347145,23.049551687605042]