Computer and Biometric Services Unit International Center for Agricultural Research in the Dry Areas (ICARDA) P.O. Box 5466, Aleppo, Syria Online BioComputing Service ......... Date(D/M/Y) : 8 / 9 / 2004 Time : 14 hr 58 min Summary of the spatial analysis of the data from similar trials in UnReplicated designs with heritability within groups of genotypes ........................................................................................................................................................................................... 1. Trials and parameters of the designs ........................................................................ No. of similar trials = 2 No. of rows in each trial layout = 4 No. of columns in each trial layout = 37 No. of genotypes = 132 No. of groups of genotypes = 3 No. of plots in each trial = 148 Variables analyzed : phbr, gybr Best model selected from : Crd ,CrdAr,CrdArAr, CrdL,CrdLAr,CrdLArAr, CrdCS,CrdCSAr,CrdCSArAr .................................................................................... 2. Trial-wise summary ................................................................................... Trial Variable BestModelNo. ModelTitle Eff% Heritability SE-Heritability 1 phbr 2 CrdAr 220.62 0.572 0.112 Genotype BLUE BLUP Unadjusted means 1 32.87 34.21 35.00 2 32.26 33.95 33.00 3 39.64 41.00 39.00 4 37.03 38.63 35.00 5 27.45 29.44 24.00 6 39.92 40.82 35.00 7 36.45 36.80 36.20 8 34.31 35.43 29.00 9 25.24 26.70 23.00 10 34.49 36.46 31.00 11 42.78 45.03 40.00 12 27.11 30.96 25.00 13 20.47 24.72 19.00 14 40.85 43.21 40.00 15 38.89 39.61 38.00 16 46.56 46.84 45.00 17 36.37 38.78 35.00 18 25.31 29.97 24.00 19 25.27 30.82 24.00 20 34.24 39.51 33.00 21 36.23 41.58 35.00 22 26.24 32.39 25.00 23 29.27 35.33 28.00 24 21.31 26.90 20.00 25 31.37 34.62 30.00 26 29.29 32.53 28.00 27 22.15 27.35 21.00 28 24.02 29.38 23.00 29 33.91 37.98 33.00 30 38.81 41.66 38.00 31 40.72 43.06 40.00 32 30.64 33.43 30.00 33 41.15 39.85 40.00 34 46.29 45.17 45.00 35 39.61 40.69 38.00 36 31.80 34.11 30.00 37 29.00 31.90 27.00 38 30.24 32.70 28.00 39 37.51 38.63 35.00 40 39.81 39.75 37.00 41 46.15 45.23 43.00 42 40.53 40.06 37.00 43 32.96 33.31 29.00 44 31.53 33.69 27.00 45 28.67 31.92 24.00 46 33.87 37.20 29.00 47 27.14 30.46 22.00 48 39.48 41.52 34.00 49 35.90 37.33 30.00 50 40.40 41.13 34.00 51 34.98 35.62 28.00 52 41.66 41.81 34.00 53 33.26 33.97 26.00 54 45.17 45.55 39.00 55 29.17 30.58 24.00 56 43.23 44.40 39.00 57 35.36 37.46 32.00 58 25.53 28.51 23.00 59 36.73 38.97 35.00 60 35.96 37.67 35.00 61 35.20 36.36 35.00 62 34.51 36.24 35.00 63 31.56 34.39 32.00 64 32.61 35.95 33.00 65 30.66 34.21 31.00 66 35.92 37.89 34.00 67 32.16 34.39 30.00 68 31.43 33.31 29.00 69 39.73 40.47 37.00 70 43.07 43.15 40.00 71 43.86 43.56 41.00 72 37.30 37.36 35.00 73 41.78 42.10 40.00 74 33.29 34.61 32.00 75 35.81 37.58 35.00 76 35.34 37.53 35.00 77 32.88 35.44 33.00 78 29.41 31.95 30.00 79 35.94 37.42 37.00 80 30.45 29.95 32.00 81 32.44 29.65 34.00 82 61.40 54.81 63.00 83 48.34 40.87 50.00 84 62.26 54.34 64.00 85 28.15 22.60 30.00 86 52.02 46.02 54.00 87 47.86 42.78 50.00 88 52.67 49.31 55.00 89 26.73 28.73 29.00 90 27.98 30.01 30.00 91 32.20 32.88 34.00 92 34.40 32.83 36.00 93 52.58 47.83 54.00 94 58.74 52.52 60.00 95 43.88 38.72 45.00 96 36.00 31.97 37.00 97 39.11 35.10 40.00 98 46.21 41.65 47.00 99 45.30 40.79 46.00 100 43.61 40.02 45.00 101 58.43 54.77 60.00 102 28.24 27.45 30.00 103 29.02 29.23 31.00 104 33.78 33.44 36.00 105 45.50 43.81 48.00 106 46.19 44.18 49.00 107 43.84 42.60 47.00 108 41.64 38.76 45.00 109 49.79 43.79 53.00 110 48.90 40.73 52.00 111 64.96 55.03 68.00 112 49.98 41.19 53.00 113 44.96 37.78 48.00 114 38.90 33.20 42.00 115 53.79 48.66 57.00 116 44.64 41.91 48.00 117 46.56 45.63 50.00 118 36.63 35.77 40.00 119 36.65 35.48 40.00 120 34.63 32.68 38.00 121 46.56 42.87 50.00 122 46.44 41.86 50.00 123 53.27 48.43 57.00 124 41.05 37.76 45.00 125 43.78 41.96 48.00 126 39.76 38.34 44.00 127 54.01 50.86 58.00 128 49.21 46.61 53.00 129 37.36 36.81 41.00 130 29.45 30.77 33.00 131 30.50 32.41 34.00 132 31.50 33.06 35.00 Av SE = 2.789 3.382 3.826 Av SED = 3.601 4.099 5.421 CV% = 10.73 16.45 10.34 ....................................................................... ... Heritability within each group of genotypes ... Group Heritability SE-Heritability 1 0.648 0.111 2 0.718 0.098 3 0.771 0.084 ....................................................................... Trial Variable BestModelNo. ModelTitle Eff% Heritability SE-Heritability 1 gybr 2 CrdAr 473.04 0.513 0.100 Genotype BLUE BLUP Unadjusted means 1 912.60 909.12 837.00 2 795.50 787.25 708.00 3 1219.56 1153.11 1120.00 4 1052.80 990.50 941.00 5 956.25 908.82 832.00 6 1105.92 1058.73 969.00 7 1056.84 1043.54 1049.07 8 780.95 806.01 685.00 9 645.24 662.40 559.00 10 977.36 1042.57 933.00 11 454.56 597.04 408.00 12 728.84 837.49 680.00 13 1026.21 1065.95 975.00 14 1082.68 1089.68 1029.00 15 1033.72 1010.78 943.00 16 1264.37 1219.11 1139.00 17 879.95 889.26 769.00 18 969.26 981.53 855.00 19 870.78 896.04 753.00 20 886.52 907.91 765.00 21 966.47 970.92 841.00 22 965.66 959.88 836.00 23 946.08 933.07 812.00 24 1053.74 1027.85 915.00 25 931.66 917.31 788.00 26 1095.62 1037.00 953.00 27 1148.66 1071.26 1012.00 28 967.95 908.59 837.00 29 1018.48 962.26 893.00 30 1027.23 976.41 907.00 31 991.21 952.54 876.00 32 919.40 892.24 809.00 33 937.88 917.36 871.00 34 1060.80 1031.96 991.00 35 943.46 916.46 868.00 36 909.21 855.60 831.00 37 1150.10 1036.81 1069.00 38 1251.15 1101.49 1167.00 39 1066.34 923.38 979.00 40 1179.70 1029.77 1089.00 41 1021.22 884.62 927.00 42 1306.91 1157.94 1209.00 43 1177.78 1077.95 1076.00 44 941.56 957.70 829.00 45 820.48 868.54 701.00 46 902.62 957.62 776.00 47 785.99 851.85 652.00 48 968.60 1015.89 827.00 49 804.48 855.92 655.00 50 978.62 1006.10 821.00 51 827.05 850.03 661.00 52 1063.79 1051.89 889.00 53 740.62 745.82 567.00 54 1058.72 1018.38 895.00 55 879.12 814.90 725.00 56 1275.80 1143.31 1131.00 57 1040.74 898.51 905.00 58 1433.93 1261.64 1307.00 59 937.35 829.81 819.00 60 1034.98 950.41 925.00 61 1118.82 1054.44 1017.00 62 1012.92 980.66 923.00 63 1025.16 981.79 939.00 64 1018.56 971.90 936.00 65 994.11 948.62 915.00 66 1110.21 1171.91 1200.00 67 694.29 822.38 788.00 68 607.20 758.57 705.00 69 845.94 957.61 948.00 70 752.49 823.94 859.00 71 1229.65 1144.15 1347.00 72 1188.25 1083.76 1312.00 73 1160.62 1070.32 1291.00 74 1057.76 1010.76 1195.00 75 896.64 904.05 1041.00 76 944.26 984.35 1096.00 77 721.61 799.10 881.00 78 788.66 849.84 956.00 79 1075.41 1082.13 1251.00 80 593.96 704.41 771.00 81 813.75 964.40 984.00 82 737.23 929.04 901.00 83 558.41 782.35 716.00 84 725.31 926.47 877.00 85 762.93 932.05 909.00 86 775.28 904.13 916.00 87 1023.38 1093.78 1159.00 88 761.23 814.19 892.00 89 974.11 958.64 1095.00 90 1127.17 1105.26 1243.00 91 1078.01 1092.27 1189.00 92 920.64 1010.67 1027.00 93 503.09 684.62 605.00 94 613.35 800.48 711.00 95 802.43 946.60 896.00 96 933.34 1031.65 1023.00 97 946.09 1021.66 1032.00 98 837.68 909.90 920.00 99 974.12 1026.61 1053.00 100 867.02 925.93 951.00 101 880.36 927.24 968.00 102 884.54 907.70 976.00 103 1011.55 992.30 1107.00 104 1104.39 1049.79 1204.00 105 1044.04 978.46 1148.00 106 1170.51 1095.05 1279.00 107 1039.78 992.47 1153.00 108 936.86 934.74 1053.00 109 998.67 996.32 1113.00 110 968.27 974.01 1081.00 111 931.67 946.97 1043.00 112 918.86 936.85 1029.00 113 919.85 930.51 1029.00 114 944.64 935.74 1053.00 115 1131.24 1091.70 1239.00 116 1040.64 1008.44 1148.00 117 983.09 965.50 1089.00 118 932.15 908.52 1037.00 119 1095.02 1045.24 1199.00 120 1227.70 1174.70 1331.00 121 736.19 744.25 839.00 122 1006.50 1003.88 1109.00 123 941.61 939.37 1044.00 124 1038.54 1027.11 1141.00 125 909.29 906.91 1012.00 126 1043.77 1005.73 1141.00 127 1053.51 1001.53 1145.00 128 1129.09 1072.37 1215.00 129 939.52 909.94 1020.00 130 927.79 906.17 1003.00 131 1026.93 993.24 1097.00 132 1098.95 1060.82 1164.00 Av SE = 73.117 68.994 118.507 Av SED = 75.446 87.159 167.923 CV% = 13.30 12.89 12.37 ....................................................................... ... Heritability within each group of genotypes ... Group Heritability SE-Heritability 1 0.534 0.110 2 0.560 0.111 3 0.339 0.123 ....................................................................... Trial Variable BestModelNo. ModelTitle Eff% Heritability SE-Heritability 2 phbr 2 CrdAr 220.62 0.572 0.112 Genotype BLUE BLUP Unadjusted means 1 32.87 34.21 35.00 2 32.26 33.95 33.00 3 39.64 41.00 39.00 4 37.03 38.63 35.00 5 27.45 29.44 24.00 6 39.92 40.82 35.00 7 36.45 36.80 36.20 8 34.31 35.43 29.00 9 25.24 26.70 23.00 10 34.49 36.46 31.00 11 42.78 45.03 40.00 12 27.11 30.96 25.00 13 20.47 24.72 19.00 14 40.85 43.21 40.00 15 38.89 39.61 38.00 16 46.56 46.84 45.00 17 36.37 38.78 35.00 18 25.31 29.97 24.00 19 25.27 30.82 24.00 20 34.24 39.51 33.00 21 36.23 41.58 35.00 22 26.24 32.39 25.00 23 29.27 35.33 28.00 24 21.31 26.90 20.00 25 31.37 34.62 30.00 26 29.29 32.53 28.00 27 22.15 27.35 21.00 28 24.02 29.38 23.00 29 33.91 37.98 33.00 30 38.81 41.66 38.00 31 40.72 43.06 40.00 32 30.64 33.43 30.00 33 41.15 39.85 40.00 34 46.29 45.17 45.00 35 39.61 40.69 38.00 36 31.80 34.11 30.00 37 29.00 31.90 27.00 38 30.24 32.70 28.00 39 37.51 38.63 35.00 40 39.81 39.75 37.00 41 46.15 45.23 43.00 42 40.53 40.06 37.00 43 32.96 33.31 29.00 44 31.53 33.69 27.00 45 28.67 31.92 24.00 46 33.87 37.20 29.00 47 27.14 30.46 22.00 48 39.48 41.52 34.00 49 35.90 37.33 30.00 50 40.40 41.13 34.00 51 34.98 35.62 28.00 52 41.66 41.81 34.00 53 33.26 33.97 26.00 54 45.17 45.55 39.00 55 29.17 30.58 24.00 56 43.23 44.40 39.00 57 35.36 37.46 32.00 58 25.53 28.51 23.00 59 36.73 38.97 35.00 60 35.96 37.67 35.00 61 35.20 36.36 35.00 62 34.51 36.24 35.00 63 31.56 34.39 32.00 64 32.61 35.95 33.00 65 30.66 34.21 31.00 66 35.92 37.89 34.00 67 32.16 34.39 30.00 68 31.43 33.31 29.00 69 39.73 40.47 37.00 70 43.07 43.15 40.00 71 43.86 43.56 41.00 72 37.30 37.36 35.00 73 41.78 42.10 40.00 74 33.29 34.61 32.00 75 35.81 37.58 35.00 76 35.34 37.53 35.00 77 32.88 35.44 33.00 78 29.41 31.95 30.00 79 35.94 37.42 37.00 80 30.45 29.95 32.00 81 32.44 29.65 34.00 82 61.40 54.81 63.00 83 48.34 40.87 50.00 84 62.26 54.34 64.00 85 28.15 22.60 30.00 86 52.02 46.02 54.00 87 47.86 42.78 50.00 88 52.67 49.31 55.00 89 26.73 28.73 29.00 90 27.98 30.01 30.00 91 32.20 32.88 34.00 92 34.40 32.83 36.00 93 52.58 47.83 54.00 94 58.74 52.52 60.00 95 43.88 38.72 45.00 96 36.00 31.97 37.00 97 39.11 35.10 40.00 98 46.21 41.65 47.00 99 45.30 40.79 46.00 100 43.61 40.02 45.00 101 58.43 54.77 60.00 102 28.24 27.45 30.00 103 29.02 29.23 31.00 104 33.78 33.44 36.00 105 45.50 43.81 48.00 106 46.19 44.18 49.00 107 43.84 42.60 47.00 108 41.64 38.76 45.00 109 49.79 43.79 53.00 110 48.90 40.73 52.00 111 64.96 55.03 68.00 112 49.98 41.19 53.00 113 44.96 37.78 48.00 114 38.90 33.20 42.00 115 53.79 48.66 57.00 116 44.64 41.91 48.00 117 46.56 45.63 50.00 118 36.63 35.77 40.00 119 36.65 35.48 40.00 120 34.63 32.68 38.00 121 46.56 42.87 50.00 122 46.44 41.86 50.00 123 53.27 48.43 57.00 124 41.05 37.76 45.00 125 43.78 41.96 48.00 126 39.76 38.34 44.00 127 54.01 50.86 58.00 128 49.21 46.61 53.00 129 37.36 36.81 41.00 130 29.45 30.77 33.00 131 30.50 32.41 34.00 132 31.50 33.06 35.00 Av SE = 2.789 3.382 3.826 Av SED = 3.601 4.099 5.421 CV% = 10.73 16.45 10.34 ....................................................................... ... Heritability within each group of genotypes ... Group Heritability SE-Heritability 1 0.648 0.111 2 0.718 0.098 3 0.771 0.084 ....................................................................... Trial Variable BestModelNo. ModelTitle Eff% Heritability SE-Heritability 2 gybr 2 CrdAr 473.04 0.513 0.100 Genotype BLUE BLUP Unadjusted means 1 912.60 909.12 837.00 2 795.50 787.25 708.00 3 1219.56 1153.11 1120.00 4 1052.80 990.50 941.00 5 956.25 908.82 832.00 6 1105.92 1058.73 969.00 7 1056.84 1043.54 1049.07 8 780.95 806.01 685.00 9 645.24 662.40 559.00 10 977.36 1042.57 933.00 11 454.56 597.04 408.00 12 728.84 837.49 680.00 13 1026.21 1065.95 975.00 14 1082.68 1089.68 1029.00 15 1033.72 1010.78 943.00 16 1264.37 1219.11 1139.00 17 879.95 889.26 769.00 18 969.26 981.53 855.00 19 870.78 896.04 753.00 20 886.52 907.91 765.00 21 966.47 970.92 841.00 22 965.66 959.88 836.00 23 946.08 933.07 812.00 24 1053.74 1027.85 915.00 25 931.66 917.31 788.00 26 1095.62 1037.00 953.00 27 1148.66 1071.26 1012.00 28 967.95 908.59 837.00 29 1018.48 962.26 893.00 30 1027.23 976.41 907.00 31 991.21 952.54 876.00 32 919.40 892.24 809.00 33 937.88 917.36 871.00 34 1060.80 1031.96 991.00 35 943.46 916.46 868.00 36 909.21 855.60 831.00 37 1150.10 1036.81 1069.00 38 1251.15 1101.49 1167.00 39 1066.34 923.38 979.00 40 1179.70 1029.77 1089.00 41 1021.22 884.62 927.00 42 1306.91 1157.94 1209.00 43 1177.78 1077.95 1076.00 44 941.56 957.70 829.00 45 820.48 868.54 701.00 46 902.62 957.62 776.00 47 785.99 851.85 652.00 48 968.60 1015.89 827.00 49 804.48 855.92 655.00 50 978.62 1006.10 821.00 51 827.05 850.03 661.00 52 1063.79 1051.89 889.00 53 740.62 745.82 567.00 54 1058.72 1018.38 895.00 55 879.12 814.90 725.00 56 1275.80 1143.31 1131.00 57 1040.74 898.51 905.00 58 1433.93 1261.64 1307.00 59 937.35 829.81 819.00 60 1034.98 950.41 925.00 61 1118.82 1054.44 1017.00 62 1012.92 980.66 923.00 63 1025.16 981.79 939.00 64 1018.56 971.90 936.00 65 994.11 948.62 915.00 66 1110.21 1171.91 1200.00 67 694.29 822.38 788.00 68 607.20 758.57 705.00 69 845.94 957.61 948.00 70 752.49 823.94 859.00 71 1229.65 1144.15 1347.00 72 1188.25 1083.76 1312.00 73 1160.62 1070.32 1291.00 74 1057.76 1010.76 1195.00 75 896.64 904.05 1041.00 76 944.26 984.35 1096.00 77 721.61 799.10 881.00 78 788.66 849.84 956.00 79 1075.41 1082.13 1251.00 80 593.96 704.41 771.00 81 813.75 964.40 984.00 82 737.23 929.04 901.00 83 558.41 782.35 716.00 84 725.31 926.47 877.00 85 762.93 932.05 909.00 86 775.28 904.13 916.00 87 1023.38 1093.78 1159.00 88 761.23 814.19 892.00 89 974.11 958.64 1095.00 90 1127.17 1105.26 1243.00 91 1078.01 1092.27 1189.00 92 920.64 1010.67 1027.00 93 503.09 684.62 605.00 94 613.35 800.48 711.00 95 802.43 946.60 896.00 96 933.34 1031.65 1023.00 97 946.09 1021.66 1032.00 98 837.68 909.90 920.00 99 974.12 1026.61 1053.00 100 867.02 925.93 951.00 101 880.36 927.24 968.00 102 884.54 907.70 976.00 103 1011.55 992.30 1107.00 104 1104.39 1049.79 1204.00 105 1044.04 978.46 1148.00 106 1170.51 1095.05 1279.00 107 1039.78 992.47 1153.00 108 936.86 934.74 1053.00 109 998.67 996.32 1113.00 110 968.27 974.01 1081.00 111 931.67 946.97 1043.00 112 918.86 936.85 1029.00 113 919.85 930.51 1029.00 114 944.64 935.74 1053.00 115 1131.24 1091.70 1239.00 116 1040.64 1008.44 1148.00 117 983.09 965.50 1089.00 118 932.15 908.52 1037.00 119 1095.02 1045.24 1199.00 120 1227.70 1174.70 1331.00 121 736.19 744.25 839.00 122 1006.50 1003.88 1109.00 123 941.61 939.37 1044.00 124 1038.54 1027.11 1141.00 125 909.29 906.91 1012.00 126 1043.77 1005.73 1141.00 127 1053.51 1001.53 1145.00 128 1129.09 1072.37 1215.00 129 939.52 909.94 1020.00 130 927.79 906.17 1003.00 131 1026.93 993.24 1097.00 132 1098.95 1060.82 1164.00 Av SE = 73.117 68.994 118.507 Av SED = 75.446 87.159 167.923 CV% = 13.30 12.89 12.37 ....................................................................... ... Heritability within each group of genotypes ... Group Heritability SE-Heritability 1 0.534 0.110 2 0.560 0.111 3 0.339 0.123 .......................................................................