ESTUDIO DE LA ESTABILIDAD DE QTLsPARA RESISTENCIA A JOPO EN
HABAS (Vicia faba L.)Daz R1, Romn B1, Satovic Z2, Rubiales D3,
Kharrat M4, Cubero JI5, Torres AM1
1 Departamento de Mejora y Agronoma, CIFA-Alameda del Obispo,
Apdo 3092, 14080 Crdoba, Spain2 Faculty of Agriculture. Dept Seed
Science and Technology, Svetosimunska 25, 10000 Zagreb, Croatia 3
CSIC-Instituto de Agricultura Sostenible, Apdo. 4084, 14080 Crdoba,
Spain 4 INRAT, Food Legume Lab., BP 10, 2049, Ariana, Tunisia 5
ETSIAM-UCO, Departamento de Gentica, Apdo 3048, 14080, Crdoba,
SpainINTRODUCCIONEn la regin Mediterrnea las habas son atacadas
severamente por el jopo (Orobanche crenata Forsk.) sin embargo, en
Tunez, se han detectado infestaciones de una especie distinta (O.
foetida Poiret). La cercana geogrfica a Tnez y el hecho de que esta
nueva especie se desarrolle en especies silvestres cercanas a
nuestras reas de cultivo, justifica el inters de prevenir futuras
infestaciones a los tradicionales cultivos de leguminosas de
nuestra regin. En nuestro Departamento se inici un programa de
mejora destinado a la bsqueda de marcadores moleculares
estrechamente ligados a genes/QTLs (Quantitative trait loci) de
resistencia al parsito para lo cual se requieren mapas de
ligamiento saturados. Esta metodologa podra facilitar la seleccin
de plantas con genes favorables para el carcter de inters. En la
generacin F2 se localizaron as tres QTLs que explicaban el 74 % de
la varianza fenotpica (Romn et al., 2002). Los objetivos de este
trabajo son: (1) comprobar la existencia de los QTLs de resistencia
a O. crenata descritos en la poblacin F2 en su correspondiente F6,
(2) determinar su estabilidad en diferentes ambientes y, (3)
determinar la localizacin y efectos de QTLs que controlan la
resistencia a O. foetida y comparar los resultados con los
obtenidos para la resistencia a O. crenata.MATERIALES Y METODOS
165 individuos F6 derivados del cruzamiento Vf6 x Vf136; Vf6 es
susceptible y Vf136 resistente al parsito. La siembra se realiz en
campos infestados de forma natural con jopo en Espaa (O. crenata) y
Tnez (O. foetida). El diseo fue un alfa-ltice 13x12 con dos
repeticiones. Cada parcela consisti en 10 semillas emplendose como
testigo la variedad susceptible Brocal. Marcadores moleculares: se
analizaron distintos isoenzimas, RAPDs, proteinas de reserva y
microsatlites.RESULTADOS PRELIMINARES
En el caso de O. crenata identificamos en la poblacin F6 un gran
nmero de individuos con ndices de resistencia que exedan en ambos
sentidos a los parentales (Fig. 1A). Este hecho, descrito ya en la
poblacin F2, refleja la existencia de segregacin transgresiva para
el carcter que podra atribuirse a una accin complementaria de genes
existentes en ambos parentales. Resultados similares se observaron
en el caso de O. foetida (Fig. 1B).
Los marcadores presentados en la Tabla 1 estn siendo empleados
para desarrollar el mapa gentico en la poblacin F6 donde se
localizarn los putativos QTLs de resistencia y se estudiar su
estabilidad en distintos ambientes.
Tabla 1. Nmero de marcadores analizados en la poblacin F6 del
cruzamiento Vf6 x Vf136 y ajuste a la segregacin esperada Figura 1.
Histograma de frecuencia para resistencia a O. crenata (A) y O.
foetida (B).ABReferencias
Romn B, Trres A, Rubiales D, Cubero JI and Satovic Z, 2002.
Genome, 45: 1057-1063.
2
p>0.01RAPDsIsoenzimasLeguminasMicrosatliteTotalAjustados267422275Sin
ajuste9300093Total360422368
CorRep1
Predicted & Residual Values (correp1.sta)
Dependent variable: JP_F6
ObservedPredictdIndex
ValueValueResidualMul(-1)Add(10)
40.00001.6249-1.62491.624911.6249
81.55561.6747-0.11920.119210.1192
91.83331.59040.2429-0.24299.7571
232.75002.18210.5679-0.56799.4321
240.75001.6338-0.88380.883810.8838
251.37502.2426-0.86760.867610.8676
270.33330.9264-0.59300.593010.5930
371.85711.62330.2338-0.23389.7662
380.50001.8686-1.36861.368611.3686
391.77782.0011-0.22340.223410.2234
410.44441.4115-0.96700.967010.9670
430.11111.7205-1.60941.609411.6094
451.70002.1962-0.49620.496210.4962
460.28571.4770-1.19131.191311.1913
510.11111.3622-1.25111.251111.2511
541.37503.3257-1.95071.950711.9507
563.28571.83621.4495-1.44958.5505
601.11112.6729-1.56181.561811.5618
621.50001.44800.0520-0.05209.9480
633.70003.22780.4722-0.47229.5278
673.88891.98411.9048-1.90488.0952
681.22221.2564-0.03420.034210.0342
703.00001.71591.2841-1.28418.7159
711.40002.2898-0.88980.889810.8898
733.30003.6741-0.37410.374110.3741
761.00001.8635-0.86350.863510.8635
773.87503.76160.1134-0.11349.8866
782.50002.08440.4156-0.41569.5844
810.11111.5912-1.48011.480111.4801
831.22222.5694-1.34721.347211.3472
850.66671.1663-0.49960.499610.4996
861.60001.50520.0948-0.09489.9052
881.71432.3468-0.63250.632510.6325
892.00003.0417-1.04171.041711.0417
914.11112.58931.5218-1.52188.4782
930.50001.2869-0.78690.786910.7869
941.40002.6097-1.20971.209711.2097
981.22221.15060.0717-0.07179.9283
1034.42863.00681.4218-1.42188.5782
1040.80001.6715-0.87150.871510.8715
1051.25001.9616-0.71160.711610.7116
1072.25002.16520.0848-0.08489.9152
1082.88892.68290.2060-0.20609.7940
1090.57141.2299-0.65850.658510.6585
1125.11111.56993.5412-3.54126.4588
1134.00002.03081.9692-1.96928.0308
1142.30001.95840.3416-0.34169.6584
1160.40002.2557-1.85571.855711.8557
1174.70003.05231.6477-1.64778.3523
1180.60002.3736-1.77361.773611.7736
1191.75001.31120.4388-0.43889.5612
1211.55561.9572-0.40160.401610.4016
1220.00001.0398-1.03981.039811.0398
1251.40002.4298-1.02981.029811.0298
1260.70002.3677-1.66771.667711.6677
1292.88893.0250-0.13610.136110.1361
1300.22221.1809-0.95860.958610.9586
1310.70001.3917-0.69170.691710.6917
1323.12502.04961.0754-1.07548.9246
1332.12501.53200.5930-0.59309.4070
1343.11112.22930.8818-0.88189.1182
1353.88891.51982.3691-2.36917.6309
1361.11111.4249-0.31380.313810.3138
1370.77781.1490-0.37130.371310.3713
1383.00003.5419-0.54190.541910.5419
1390.77781.7940-1.01621.016211.0162
1402.20002.4751-0.27510.275110.2751
1431.00002.3221-1.32211.322111.3221
1441.80001.42680.3732-0.37329.6268
1490.62501.6029-0.97790.977910.9779
1503.71432.22161.4927-1.49278.5073
1513.71432.83900.8752-0.87529.1248
1521.00001.2193-0.21930.219310.2193
1543.33332.63370.6996-0.69969.3004
1551.22221.5374-0.31520.315210.3152
1561.11112.5268-1.41561.415611.4156
1571.50000.77520.7248-0.72489.2752
1582.57142.6784-0.10700.107010.1070
1593.00001.56181.4382-1.43828.5618
1602.55562.8431-0.28760.287610.2876
1614.88893.41631.4726-1.47268.5274
1621.77781.26450.5132-0.51329.4868
1641.00002.1453-1.14531.145311.1453
1651.70001.9439-0.24390.243910.2439
1682.44442.40560.0388-0.03889.9612
1723.60002.43841.1616-1.16168.8384
1731.55562.2847-0.72920.729210.7292
1743.70002.61021.0898-1.08988.9102
1752.00002.9583-0.95830.958310.9583
1761.22221.2378-0.01560.015610.0156
1772.00001.24450.7555-0.75559.2445
1782.60003.2669-0.66690.666910.6669
1800.50001.5808-1.08081.080811.0808
1810.70001.7548-1.05481.054811.0548
1824.12501.83432.2907-2.29077.7093
1832.60001.89610.7039-0.70399.2961
1841.00002.4521-1.45211.452111.4521
1871.50001.32000.1800-0.18009.8200
1880.60001.1769-0.57690.576910.5769
1900.50001.2922-0.79220.792210.7922
1913.66672.11851.5482-1.54828.4518
1920.88891.4797-0.59080.590810.5908
1962.50002.19030.3097-0.30979.6903
1976.50002.89373.6063-3.60636.3937
1980.66672.5321-1.86541.865411.8654
2012.60002.13070.4693-0.46939.5307
2020.77781.3147-0.53690.536910.5369
2031.62502.5478-0.92280.922810.9228
2052.00003.0797-1.07971.079711.0797
2067.30002.57474.7253-4.72535.2747
2103.37501.82281.5522-1.55228.4478
2112.77782.05700.7208-0.72089.2792
2141.60001.44860.1514-0.15149.8486
2182.00003.0320-1.03201.032011.0320
2195.11112.65882.4523-2.45237.5477
2216.00001.85664.1434-4.14345.8566
2231.77782.6508-0.87300.873010.8730
2240.00000.9303-0.93030.930310.9303
2253.25002.80190.4481-0.44819.5519
2271.77783.1206-1.34281.342811.3428
2280.50002.1963-1.69631.696311.6963
2290.87501.8386-0.96360.963610.9636
2302.00001.84570.1543-0.15439.8457
2322.77783.1545-0.37670.376710.3767
2331.90001.56990.3301-0.33019.6699
2381.40002.3849-0.98490.984910.9849
2391.80001.8522-0.05220.052210.0522
2405.22221.36773.8545-3.85456.1455
2422.62502.8100-0.18500.185010.1850
2431.20002.2047-1.00471.004711.0047
2441.60001.50260.0974-0.09749.9026
2485.62503.31552.3095-2.30957.6905
2492.44440.85081.5936-1.59368.4064
2502.70001.87880.8212-0.82129.1788
2523.00003.5541-0.55410.554110.5541
2535.90002.37783.5222-3.52226.4778
2551.37502.8247-1.44971.449711.4497
2570.42861.5268-1.09821.098211.0982
2581.22221.8595-0.63730.637310.6373
Padre3.00002.89550.1045-0.10459.8955
Minimum0.00000.7752-1.9507-4.72535.2747
Maximum7.30003.76164.72531.950711.9507
Mean2.07622.0762-0.00000.000010.0000
CorRep2
Predicted & Residual Values (correp2.sta)
Dependent variable: JP_F6
ObservedPredictdIndex
ValueValueResidualMul(-1)Add(10)
40.00000.9835-0.98350.983510.9835
60.25000.9294-0.67940.679410.6794
82.71431.82810.8861-0.88619.1139
90.25001.5956-1.34561.345611.3456
233.00001.31561.6844-1.68448.3156
241.11111.7712-0.66010.660110.6601
251.00001.5087-0.50870.508710.5087
270.33331.1498-0.81640.816410.8164
310.66671.1777-0.51100.511010.5110
352.14291.35430.7885-0.78859.2115
370.90001.4656-0.56560.565610.5656
380.50001.2408-0.74080.740810.7408
391.60001.59030.0097-0.00979.9903
414.50002.48162.0184-2.01847.9816
430.22222.0787-1.85651.856511.8565
451.20001.6192-0.41920.419210.4192
461.75000.97440.7756-0.77569.2244
540.70001.1247-0.42470.424710.4247
561.12502.0218-0.89680.896810.8968
600.50001.4172-0.91720.917210.9172
621.00000.96150.0385-0.03859.9615
631.10001.7745-0.67450.674510.6745
673.11111.33891.7722-1.77228.2278
681.10002.1594-1.05941.059411.0594
701.57141.19010.3813-0.38139.6187
711.33331.6549-0.32150.321510.3215
730.00000.7883-0.78830.788310.7883
761.60001.7814-0.18140.181410.1814
773.10001.53871.5613-1.56138.4387
782.66671.87470.7920-0.79209.2080
810.00001.2894-1.28941.289411.2894
831.00001.2050-0.20500.205010.2050
852.16672.02410.1426-0.14269.8574
861.14291.1614-0.01860.018610.0186
880.42861.0287-0.60010.600110.6001
890.75001.8010-1.05101.051011.0510
910.88891.5030-0.61410.614110.6141
930.00001.2329-1.23291.232911.2329
940.70001.2894-0.58940.589410.5894
981.22221.2743-0.05210.052110.0521
1001.40001.4615-0.06150.061510.0615
1031.50001.11060.3894-0.38949.6106
1042.60002.15540.4446-0.44469.5554
1051.44441.7456-0.30110.301110.3011
1074.57141.94532.6261-2.62617.3739
1080.11111.1690-1.05791.057911.0579
1091.11111.1614-0.05030.050310.0503
1120.70001.1791-0.47910.479110.4791
1130.70001.9064-1.20641.206411.2064
1143.60001.47852.1215-2.12157.8785
1160.50001.7223-1.22231.222311.2223
1170.00001.0335-1.03351.033511.0335
1180.90001.6932-0.79320.793210.7932
1190.71430.7866-0.07230.072310.0723
1210.25001.1244-0.87440.874410.8744
1221.10002.0553-0.95530.955310.9553
1250.87501.6312-0.75620.756210.7562
1260.70001.2365-0.53650.536510.5365
1290.00001.1502-1.15021.150211.1502
1300.77782.3079-1.53011.530111.5301
1311.20001.3937-0.19370.193710.1937
1321.14291.3348-0.19190.191910.1919
1332.40001.50240.8976-0.89769.1024
1342.00001.46630.5337-0.53379.4663
1351.11111.6769-0.56580.565810.5658
1361.10002.2183-1.11831.118311.1183
1374.20001.30602.8940-2.89407.1060
1381.75001.33630.4137-0.41379.5863
1391.00001.1398-0.13980.139810.1398
1401.00001.1280-0.12800.128010.1280
1431.00001.8705-0.87050.870510.8705
1441.00001.1985-0.19850.198510.1985
1490.00001.3191-1.31911.319111.3191
1500.88890.78490.1040-0.10409.8960
1513.11111.58191.5292-1.52928.4708
1523.20001.92131.2787-1.27878.7213
1541.60001.7034-0.10340.103410.1034
1550.10001.4859-1.38591.385911.3859
1560.22221.6442-1.42201.422011.4220
1571.75001.07670.6733-0.67339.3267
1581.90001.00130.8987-0.89879.1013
1591.00001.3312-0.33120.331210.3312
1602.90001.66741.2326-1.23268.7674
1612.00001.22100.7790-0.77909.2210
1621.20001.5433-0.34330.343310.3433
1630.10000.7728-0.67280.672810.6728
1651.70001.39290.3071-0.30719.6929
1680.22221.4141-1.19191.191911.1919
1690.40001.1700-0.77000.770010.7700
1722.55561.57550.9800-0.98009.0200
1732.40002.01560.3844-0.38449.6156
1741.28571.7256-0.43990.439910.4399
1752.00002.0929-0.09290.092910.0929
1761.10001.6252-0.52520.525210.5252
1772.00001.83780.1622-0.16229.8378
1780.70001.5801-0.88010.880110.8801
1800.77781.0503-0.27250.272510.2725
1811.90001.38940.5106-0.51069.4894
1825.55561.33764.2179-4.21795.7821
1833.70001.18062.5194-2.51947.4806
1840.90001.7913-0.89130.891310.8913
1871.66671.29840.3683-0.36839.6317
1881.00001.3889-0.38890.388910.3889
1900.77780.9786-0.20080.200810.2008
1912.33331.41280.9205-0.92059.0795
1921.22221.2398-0.01760.017610.0176
1964.66671.87922.7875-2.78757.2125
1971.30001.6069-0.30690.306910.3069
1982.00001.37010.6299-0.62999.3701
2011.50001.5368-0.03680.036810.0368
2021.10001.8446-0.74460.744610.7446
2030.50001.1864-0.68640.686410.6864
2050.33331.3256-0.99230.992310.9923
2063.42862.04221.3864-1.38648.6136
2102.40001.30191.0981-1.09818.9019
2112.50001.49261.0074-1.00748.9926
2142.33331.60500.7284-0.72849.2716
2181.33331.4529-0.11950.119510.1195
2193.66672.01891.6478-1.64788.3522
2213.20002.32720.8728-0.87289.1272
2230.70002.1025-1.40251.402511.4025
2243.20001.56211.6379-1.63798.3621
2251.11111.4337-0.32260.322610.3226
2270.55561.3374-0.78190.781910.7819
2280.00001.1833-1.18331.183311.1833
2292.30001.92220.3778-0.37789.6222
2300.20001.6005-1.40051.400511.4005
2320.40001.1128-0.71280.712810.7128
2330.75001.3646-0.61460.614610.6146
2383.00001.30701.6930-1.69308.3070
2392.28571.38720.8986-0.89869.1014
2401.90000.95030.9497-0.94979.0503
2422.00001.34320.6568-0.65689.3432
2430.30002.1694-1.86941.869411.8694
2440.00001.2479-1.24791.247911.2479
2481.30001.6470-0.34700.347010.3470
2493.00001.83401.1660-1.16608.8340
2501.62501.6546-0.02960.029610.0296
2520.77781.5009-0.72310.723110.7231
2533.37501.01732.3577-2.35777.6423
2542.33331.94010.3932-0.39329.6068
2552.42862.08830.3403-0.34039.6597
2571.40001.19940.2006-0.20069.7994
2581.33331.3756-0.04230.042310.0423
2591.77781.33420.4436-0.44369.5564
Padre0.00001.0537-1.05371.053711.0537
Madre3.16671.12042.0462-2.04627.9538
Minimum0.00000.7728-1.8694-4.21795.7821
Maximum5.55562.48164.21791.869411.8694
Mean1.47931.47930.0000-0.000010.0000
CorTodo
F6ObsRep1IndexRep1ObsRep2IndexRep2Index
40.000011.62490.000010.983511.3042
60.250010.679410.6794
81.555610.11922.71439.11399.6165
91.83339.75710.250011.345610.5513
232.75009.43213.00008.31568.8739
240.750010.88381.111110.660110.7719
251.375010.86761.000010.508710.6881
270.333310.59300.333310.816410.7047
310.666710.511010.5110
352.14299.21159.2115
371.85719.76620.900010.565610.1659
380.500011.36860.500010.740811.0547
391.777810.22341.60009.990310.1068
410.444410.96704.50007.98169.4743
430.111111.60940.222211.856511.7329
451.700010.49621.200010.419210.4577
460.285711.19131.75009.224410.2078
510.111111.251111.2511
541.375011.95070.700010.424711.1877
563.28578.55051.125010.89689.7237
601.111111.56180.500010.917211.2395
621.50009.94801.00009.96159.9548
633.70009.52781.100010.674510.1012
673.88898.09523.11118.22788.1615
681.222210.03421.100011.059410.5468
703.00008.71591.57149.61879.1673
711.400010.88981.333310.321510.6057
733.300010.37410.000010.788310.5812
761.000010.86351.600010.181410.5225
773.87509.88663.10008.43879.1626
782.50009.58442.66679.20809.3962
810.111111.48010.000011.289411.3848
831.222211.34721.000010.205010.7761
850.666710.49962.16679.857410.1785
861.60009.90521.142910.01869.9619
881.714310.63250.428610.600110.6163
892.000011.04170.750011.051011.0464
914.11118.47820.888910.61419.5461
930.500010.78690.000011.232911.0099
941.400011.20970.700010.589410.8996
981.22229.92831.222210.05219.9902
1001.400010.061510.0615
1034.42868.57821.50009.61069.0944
1040.800010.87152.60009.555410.2135
1051.250010.71161.444410.301110.5063
1072.25009.91524.57147.37398.6445
1082.88899.79400.111111.057910.4260
1090.571410.65851.111110.050310.3544
1125.11116.45880.700010.47918.4690
1134.00008.03080.700011.20649.6186
1142.30009.65843.60007.87858.7684
1160.400011.85570.500011.222311.5390
1174.70008.35230.000011.03359.6929
1180.600011.77360.900010.793211.2834
1191.75009.56120.714310.07239.8168
1211.555610.40160.250010.874410.6380
1220.000011.03981.100010.955310.9975
1251.400011.02980.875010.756210.8930
1260.700011.66770.700010.536511.1021
1292.888910.13610.000011.150210.6432
1300.222210.95860.777811.530111.2444
1310.700010.69171.200010.193710.4427
1323.12508.92461.142910.19199.5583
1332.12509.40702.40009.10249.2547
1343.11119.11822.00009.46639.2922
1353.88897.63091.111110.56589.0984
1361.111110.31381.100011.118310.7161
1370.777810.37134.20007.10608.7386
1383.000010.54191.75009.586310.0641
1390.777811.01621.000010.139810.5780
1402.200010.27511.000010.128010.2015
1431.000011.32211.000010.870511.0963
1441.80009.62681.000010.19859.9126
1490.625010.97790.000011.319111.1485
1503.71438.50730.88899.89609.2017
1513.71439.12483.11118.47088.7978
1521.000010.21933.20008.72139.4703
1543.33339.30041.600010.10349.7019
1551.222210.31520.100011.385910.8505
1561.111111.41560.222211.422011.4188
1571.50009.27521.75009.32679.3010
1582.571410.10701.90009.10139.6041
1593.00008.56181.000010.33129.4465
1602.555610.28762.90008.76749.5275
1614.88898.52742.00009.22108.8742
1621.77789.48681.200010.34339.9150
1630.100010.672810.6728
1641.000011.145311.1453
1651.700010.24391.70009.69299.9684
1682.44449.96120.222211.191910.5765
1690.400010.770010.7700
1723.60008.83842.55569.02008.9292
1731.555610.72922.40009.615610.1724
1743.70008.91021.285710.43999.6751
1752.000010.95832.000010.092910.5256
1761.222210.01561.100010.525210.2704
1772.00009.24452.00009.83789.5412
1782.600010.66690.700010.880110.7735
1800.500011.08080.777810.272510.6766
1810.700011.05481.90009.489410.2721
1824.12507.70935.55565.78216.7457
1832.60009.29613.70007.48068.3884
1841.000011.45210.900010.891311.1717
1871.50009.82001.66679.63179.7259
1880.600010.57691.000010.388910.4829
1900.500010.79220.777810.200810.4965
1913.66678.45182.33339.07958.7657
1920.888910.59081.222210.017610.3042
1962.50009.69034.66677.21258.4514
1976.50006.39371.300010.30698.3503
1980.666711.86542.00009.370110.6177
2012.60009.53071.500010.03689.7838
2020.777810.53691.100010.744610.6408
2031.625010.92280.500010.686410.8046
2052.000011.07970.333310.992311.0360
2067.30005.27473.42868.61366.9442
2103.37508.44782.40008.90198.6748
2112.77789.27922.50008.99269.1359
2141.60009.84862.33339.27169.5601
2182.000011.03201.333310.119510.5758
2195.11117.54773.66678.35227.9499
2216.00005.85663.20009.12727.4919
2231.777810.87300.700011.402511.1377
2240.000010.93033.20008.36219.6462
2253.25009.55191.111110.32269.9373
2271.777811.34280.555610.781911.0623
2280.500011.69630.000011.183311.4398
2290.875010.96362.30009.622210.2929
2302.00009.84570.200011.400510.6231
2322.777810.37670.400010.712810.5448
2331.90009.66990.750010.614610.1423
2381.400010.98493.00008.30709.6460
2391.800010.05222.28579.10149.5768
2405.22226.14551.90009.05037.5979
2422.625010.18502.00009.34329.7641
2431.200011.00470.300011.869411.4370
2441.60009.90260.000011.247910.5752
2485.62507.69051.300010.34709.0188
2492.44448.40643.00008.83408.6202
2502.70009.17881.625010.02969.6042
2523.000010.55410.777810.723110.6386
2535.90006.47783.37507.64237.0600
2542.33339.60689.6068
2551.375011.44972.42869.659710.5547
2570.428611.09821.40009.799410.4488
2581.222210.63731.333310.042310.3398
2591.77789.55649.5564
Padre3.00009.89550.000011.053710.47461.5000
Madre3.16677.95387.95383.1667
Grfico2
26.5
27
210
58
108.5
159
299.5
2310
3610.5
2111
211.5
Indice de resistencia
Frecuencia
Vf13610,47
VF 67,95
Resultados
CordobaTunez
INDEXF2RILsRILs
Valid N196147134
Mean10.0010.0210.00
Minimum3.486.755.61
Maximum12.9411.7312.63
Std.Dev.1.470.981.20
Skewness-1.50-0.92-0.83
Kurtosis3.890.911.47
S (5%: 5.99, 1%: 9.21)197.29
Shapiro-Wilk W0.940.96
Padre10.4711.29
Madre7.958.84
Broomrapes/Plant
Mean1.742.48
Minimum0.000.000.11
Maximum15.135.367.58
Std.Dev.1.051.50
Padre1.501.57
Madre3.172.33
INDEX (cortodo.sta)
Shapiro-Wilk W=.93529, p
