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( =:6<-35-/:= 2 ABBILDUNGSVERZEICHNIS... 6 TABELLENVERZEICHNIS... 7 1. Einleitung... 8 2. Forschungsstand... 10 2.1. Anatomie des Hüftgelenks... 10 2.2. Arthrose des Hüftgelenks... 11 2.2.1. Begriffsbestimmung der Arthrose... 11 2.2.2. Epidemiologie... 11 2.2.3. Klinik der Coxarthrose... 12 2.2.4. Scores und Bewertungsschemata zur Coxarthrose... 12 2.2.5. Therapie der Coxarthrose... 12 2.2.6. Symptomatik der Coxarthrose... 13 2.3. Trendelenburg-Duchenne-Hinken... 15 2.4. Ganganalyse... 16 2.4.1. Allgemeine Aspekte... 16 2.4.2. Coxarthrose... 20 2.4.3. Stellenwert von Wirbelsäulen- und Beckenbewegung... 23 2.4.4. Nicht-klassische Untersuchungsmethoden ganganalytischer Daten... 25 2.4.5. Elektromyographie... 26 2.5. Prozessorientierte Analyse... 30 2.6. Forschungsdefizite... 32 3. Problemstellung... 33 4. Methodik... 34 4.1. Personenstichprobe... 34 4.1.1. Stichprobenauswahl der Schritte... 35 4.2. Datenerhebung... 35 4.2.1. Ganganalyse... 36 4.2.1.1. Testvorbereitung... 36

( > 4.2.1.2. Testdurchführung... 38 4.2.1.3. Messfehler... 40 4.2.2. Anamnese und Fragebogenscore... 40 4.3. Datenauswertung... 41 4.3.1. Vorbereitung... 41 4.3.2. Gleichrichten und Filtern... 42 4.3.3. Normierung... 43 4.3.4. Korrelation mit orthogonalen Referenzfunktionen... 44 4.3.5. Vergleich der Korrelationsmatrizen... 46 4.3.6. Clusteranalyse... 48 4.3.7. Assessment Rate (AR)... 49 4.3.8. Zusammenfassung... 50 5. Ergebnisse... 51 5.1. Kinematische Merkmale des thorakalen Ultraschall-Triplets... 51 5.2. Kontrollgruppe... 52 5.2.1. Kinematik und EMG (alle 8 Merkmale)... 52 5.2.2. Kinematik (thorakale und sakrale Merkmale)... 53 5.2.3. Kinematik (sakrale Merkmale)... 53 5.2.4. Elektromyographische Merkmale... 54 5.2.5. Fünf Beckenmerkmale... 54 5.2.6. Zusammenfassung... 54 5.3. Versuchsgruppe... 55 5.3.1. Kinematik und EMG (8 Merkmale) Komplette Versuchsgruppe... 56 5.3.2. Kinematik (sakrale Merkmale) Komplette Versuchsgruppe... 56 5.3.3. Kinematik (sakrale Merkmale) Homogene Versuchsgruppe... 57 5.3.4. Elektromyographische Merkmale Komplette Versuchsgruppe... 57 5.3.5. Elektromyographische Merkmale Homogene Versuchsgruppe... 57 5.3.6. Fünf Beckenmerkmale Komplette Versuchsgruppe... 58 5.3.7. Fünf Beckenmerkmale Homogene Versuchsgruppe... 59 5.3.8. Zusammenfassung... 60 5.4. Gemeinsame Analyse aller Probanden... 62 5.4.1. Kinematik (sakrale Merkmale) Komplette Versuchsgruppe... 62

( 9 5.4.2. Kinematik (sakrale Merkmale) Homogene Versuchsgruppe... 63 5.4.3. Elektromyographische Merkmale Komplette Versuchsgruppe... 64 5.4.4. Elektromyographische Merkmale Homogene Versuchsgruppe... 64 5.4.5. Fünf Beckenmerkmale Komplette Versuchsgruppe... 65 5.4.6. Fünf Beckenmerkmale Homogene Versuchsgruppe... 65 5.4.7. Zusammenfassung... 66 6. Diskussion und Ausblick... 68 7. Literaturverzeichnis... 82 Anhang I - Dendrogramme der interindividuellen Analyse... 101 Kontrollgruppe... 102 Homogene Versuchsgruppe... 105 Versuchsgruppe (komplett)... 108 Kontrollgruppe und homogene Versuchsgruppe zusammen... 114 Kontrollgruppe und komplette Versuchsgruppe zusammen... 120 Anhang II Fragebögen... 128 Allgemeiner Teil... 128 Spezieller Teil... 129 WOMAC... 129 Harris-Hip-Score... 133 Anhang III Patienten-Daten... 134 Kontrollgruppe... 134 Versuchsgruppe... 135 Anhang IV Ausgewählte Schritte (Liste)... 138 Anhang V Beispiel der Auswirkung verschiedener Breiten des moving-average -Fensters auf das EMG-Profil... 139 ZUSAMMENFASSUNG... 140 ABSTRACT... 142 ERKLÄRUNG... 143 LEBENSLAUF... 144

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717 2,!/./,33!!/"!/?!!,70! Legende: Kontrollgruppe: Versuchsgruppe: AA060745 AT090229 DK040230 DM310542 IS230644 KH040344 MS291244 RA050941 RK180854 RL220147 UB160143 AF050334 AG180357 ER140935 GB300355 HH100130 HS180731 JB050243 LD280337 LW271044 PH080741 RD131246 UH130745 +AK140436 +CL010942 +IO181232 +WH030830 +EW180230 +GG060324 +HB290430 +IH280948 +SU020747 Q< - +

710."/./88! 47F,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ DM310_17 35 DM310_29 38 DM310_42 42 DM310_31 39 DM310_38 41 DM310_45 43 DM310_26 36 DM310_49 44 KH040_02 57 DM310_04 34 DM310_33 40 DM310_28 37 AA060_40 8 KH040_01 56 KH040_05 58 RL220_33 105 RL220_39 108 RL220_04 100 RL220_44 109 RL220_17 102 RL220_21 103 RL220_31 104 RL220_34 106 RL220_36 107 RL220_53 110 RL220_09 101 KH040_15 61 KH040_23 64 KH040_21 62 KH040_26 65 KH040_06 59 MS291_25 75 MS291_29 76 MS291_22 73 MS291_09 69 MS291_14 71 KH040_22 63 MS291_16 72 MS291_23 74 RK180_22 92 RK180_39 96 RK180_45 97 RK180_46 98 RK180_31 95 RK180_49 99 MS291_13 70 MS291_36 77 MS291_06 68 IS230_06 46 IS230_41 53 IS230_07 47 IS230_37 51 IS230_43 54 IS230_39 52 IS230_29 49 IS230_30 50 IS230_02 45 IS230_21 48 IS230_46 55 MS291_04 67 AT090_15 12 AT090_18 14 AA060_47 9 AA060_54 10 AA060_32 6 AA060_59 11 AA060_06 1 AA060_07 2 AA060_39 7 UB160_25 114 UB160_26 115 AT090_61 22 RA050_27 83 UB160_32 116 UB160_01 111 UB160_46 121 UB160_10 113 UB160_36 117 UB160_45 120 UB160_08 112 UB160_41 119 AA060_09 3 AA060_21 4 AA060_27 5 RA050_33 84 RA050_50 88 RA050_14 81 RA050_48 87 RA050_05 78 RA050_10 80 RA050_17 82 RA050_39 85 RA050_46 86 RA050_07 79 DK040_25 24 UB160_37 118 AT090_50 20 DK040_31 26 AT090_58 21 DK040_14 23 DK040_37 27 DK040_49 28 DK040_51 29 DK040_61 32 DK040_29 25 DK040_78 33 DK040_57 30 DK040_59 31 AT090_20 15 AT090_26 16 AT090_40 18 AT090_44 19 AT090_28 17 AT090_16 13 KH040_35 66 RK180_12 90 RK180_15 91 RK180_04 89 KH040_08 60 RK180_29 94 RK180_27 93 40?+,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ DM310_17 35 DM310_29 38 DM310_42 42 DM310_31 39 DM310_38 41 DM310_45 43 DM310_26 36 DM310_49 44 KH040_02 57 DM310_04 34 DM310_33 40 DM310_28 37 AA060_40 8 KH040_05 58 RL220_17 102 RL220_33 105 RL220_39 108 RL220_04 100 RL220_21 103 RL220_44 109 RL220_09 101 KH040_15 61 KH040_23 64 KH040_21 62 KH040_26 65 KH040_06 59 RK180_22 92 RK180_39 96 MS291_13 70 MS291_36 77 MS291_06 68 IS230_29 49 IS230_30 50 IS230_37 51 IS230_43 54 IS230_39 52 IS230_02 45 RK180_31 95 RK180_49 99 KH040_01 56 RK180_45 97 RK180_46 98 RL220_31 104 RL220_34 106 RL220_36 107 RL220_53 110 IS230_21 48 IS230_46 55 IS230_07 47 IS230_41 53 IS230_06 46 MS291_22 73 MS291_25 75 MS291_29 76 KH040_22 63 MS291_14 71 MS291_09 69 MS291_16 72 MS291_23 74 DK040_14 23 DK040_37 27 DK040_61 32 DK040_49 28 DK040_51 29 DK040_57 30 MS291_04 67 DK040_31 26 DK040_59 31 DK040_29 25 DK040_78 33 DK040_25 24 UB160_37 118 AT090_15 12 AT090_18 14 AT090_20 15 AT090_26 16 AT090_50 20 AT090_40 18 AT090_44 19 AT090_16 13 KH040_35 66 AT090_28 17 RK180_12 90 RK180_15 91 RK180_04 89 KH040_08 60 RK180_29 94 AT090_58 21 RK180_27 93 AT090_61 22 UB160_26 115 AA060_47 9 AA060_54 10 AA060_32 6 AA060_59 11 AA060_06 1 AA060_07 2 AA060_39 7 RA050_27 83 UB160_32 116 RA050_07 79 UB160_08 112 UB160_25 114 UB160_10 113 UB160_45 120 UB160_36 117 UB160_46 121 UB160_41 119 UB160_01 111 AA060_09 3 AA060_27 5 AA060_21 4 RA050_33 84 RA050_50 88 RA050_14 81 RA050_05 78 RA050_39 85 RA050_46 86 RA050_10 80 RA050_17 82 RA050_48 87

712 422+ +,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ DM310_45 43 DM310_17 35 DM310_29 38 DM310_31 39 DM310_38 41 DM310_26 36 KH040_15 61 KH040_26 65 RA050_07 79 4>2+ +,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ AT090_20 15 DK040_57 30 AT090_26 16 DM310_04 34 DM310_28 37 KH040_22 63 RL220_34 106 MS291_09 69 RK180_46 98 IS230_37 51 IS230_43 54 IS230_07 47 IS230_21 48 IS230_46 55 IS230_41 53 RL220_21 103 IS230_02 45 IS230_39 52 IS230_29 49 IS230_30 50 MS291_13 70 MS291_36 77 MS291_06 68 RL220_17 102 RL220_44 109 RL220_04 100 RL220_33 105 IS230_06 46 RL220_53 110 RL220_34 106 RL220_36 107 RL220_31 104 RL220_39 108 RK180_46 98 RL220_09 101 RK180_22 92 RK180_39 96 RK180_31 95 RK180_45 97 KH040_01 56 KH040_05 58 RK180_49 99 MS291_16 72 MS291_23 74 MS291_14 71 MS291_22 73 MS291_25 75 MS291_29 76 KH040_22 63 UB160_25 114 UB160_26 115 RK180_27 93 RA050_17 82 UB160_41 119 UB160_08 112 UB160_36 117 UB160_45 120 AT090_15 12 AT090_18 14 DK040_49 28 DK040_51 29 DK040_37 27 DK040_14 23 DK040_59 31 DK040_78 33 DK040_29 25 DK040_57 30 DK040_25 24 AT090_40 18 AT090_44 19 DK040_31 26 DK040_61 32 MS291_04 67 AT090_58 21 AT090_61 22 MS291_09 69 RA050_05 78 RA050_50 88 AA060_27 5 RA050_14 81 RA050_27 83 AA060_06 1 AA060_59 11 AA060_07 2 AA060_32 6 AA060_47 9 AA060_54 10 KH040_06 59 KH040_23 64 KH040_21 62 UB160_32 116 AA060_39 7 KH040_08 60 KH040_35 66 AT090_20 15 AT090_26 16 AT090_16 13 AT090_50 20 RK180_12 90 RK180_15 91 RK180_04 89 RK180_29 94 AT090_28 17 DM310_17 35 DM310_29 38 DM310_31 39 DM310_38 41 DM310_42 42 KH040_15 61 RL220_44 109 DM310_26 36 DM310_49 44 AT090_18 14 RL220_04 100 DM310_33 40 RL220_21 103 DM310_45 43 MS291_29 76 KH040_23 64 MS291_22 73 MS291_25 75 KH040_05 58 KH040_21 62 KH040_26 65 RL220_33 105 RL220_39 108 KH040_02 57 KH040_01 56 RK180_45 97 MS291_13 70 MS291_36 77 MS291_06 68 MS291_04 67 MS291_16 72 RK180_22 92 RK180_39 96 AT090_15 12 AA060_40 8 RL220_17 102 KH040_06 59 AT090_16 13 AT090_28 17 KH040_35 66 RK180_04 89 RK180_15 91 RK180_29 94 RK180_12 90 RK180_27 93 KH040_08 60 RA050_07 79 RA050_27 83 RL220_53 110 RL220_31 104 RL220_36 107 MS291_23 74 RK180_31 95 RA050_14 81 RK180_49 99 AA060_27 5 RA050_48 87 UB160_37 118 IS230_46 55 RA050_17 82 MS291_14 71 RA050_10 80 IS230_41 53 IS230_37 51 IS230_39 52 IS230_43 54 IS230_29 49 IS230_30 50 IS230_02 45 IS230_21 48 IS230_06 46 RA050_05 78 RA050_46 86 RA050_39 85 IS230_07 47 AT090_44 19 UB160_26 115 AT090_40 18 AA060_09 3 AA060_21 4 AA060_47 9 AA060_54 10 RL220_09 101 AA060_32 6 AA060_59 11 UB160_25 114 UB160_36 117 UB160_01 111 UB160_46 121 UB160_08 112 AA060_06 1 AA060_07 2 AA060_39 7 AT090_61 22 UB160_46 121 UB160_32 116 UB160_10 113 AT090_50 20 UB160_37 118 DK040_31 26 AA060_09 3 DK040_59 31 AA060_21 4 UB160_10 113 AA060_40 8 UB160_45 120 RA050_39 85 RA050_46 86 RA050_33 84 UB160_01 111 RA050_48 87 RA050_10 80 DM310_28 37 DM310_49 44 DM310_42 42 KH040_02 57 DM310_04 34 RA050_33 84 RA050_50 88 AT090_58 21 UB160_41 119 DK040_49 28 DK040_51 29 DK040_14 23 DK040_37 27 DK040_61 32 DK040_29 25 DK040_78 33 DM310_33 40 DK040_25 24

71> 490 +E,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ MS291_06 68 MS291_09 69 MS291_25 75 MS291_16 72 MS291_36 77 MS291_13 70 DM310_28 37 RA050_27 83 MS291_23 74 MS291_14 71 MS291_29 76 UB160_36 117 UB160_41 119 AA060_06 1 AA060_32 6 AA060_21 4 UB160_10 113 RL220_31 104 RL220_36 107 RL220_04 100 RL220_17 102 RL220_33 105 RL220_39 108 AA060_47 9 AA060_54 10 AA060_27 5 AA060_59 11 AA060_07 2 KH040_26 65 DM310_31 39 UB160_08 112 DM310_26 36 DM310_49 44 RA050_17 82 DM310_29 38 DM310_38 41 DM310_04 34 DM310_45 43 DM310_17 35 DM310_42 42 AA060_09 3 AA060_39 7 IS230_07 47 DM310_33 40 AA060_40 8 IS230_02 45 AT090_15 12 AT090_61 22 RA050_10 80 RA050_14 81 RA050_48 87 RA050_50 88 RA050_07 79 RA050_39 85 UB160_37 118 RA050_33 84 RL220_09 101 RL220_21 103 IS230_39 52 MS291_04 67 MS291_22 73 KH040_05 58 KH040_06 59 RK180_49 99 RL220_34 106 RL220_44 109 RL220_53 110 UB160_45 120 UB160_46 121 UB160_32 116 UB160_01 111 KH040_01 56 KH040_15 61 AT090_18 14 KH040_21 62 KH040_02 57 KH040_22 63 KH040_23 64 IS230_21 48 IS230_43 54 IS230_41 53 IS230_29 49 RA050_46 86 IS230_46 55 IS230_06 46 IS230_30 50 IS230_37 51 RA050_05 78 UB160_26 115 DK040_25 24 RK180_12 90 AT090_58 21 KH040_35 66 KH040_08 60 AT090_16 13 AT090_50 20 DK040_29 25 DK040_37 27 DK040_14 23 RK180_15 91 DK040_31 26 DK040_57 30 DK040_51 29 RK180_04 89 UB160_25 114 RK180_45 97 RK180_46 98 RK180_31 95 RK180_22 92 RK180_39 96 RK180_27 93 RK180_29 94 DK040_59 31 DK040_78 33 DK040_49 28 DK040_61 32 AT090_26 16 AT090_28 17 AT090_20 15 AT090_44 19 AT090_40 18 4?9"+ + Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ DM310_17 17 DM310_29 80 DM310_31 19 DM310_38 20 DM310_04 78 DM310_33 81 DM310_45 21 DM310_42 82 DM310_28 18 DM310_49 83 KH040_02 28 DM310_26 79 RL220_44 54 RL220_17 112 RL220_04 111 RL220_39 115 RL220_33 52 RL220_36 53 RL220_34 114 RL220_31 113 RL220_53 116 RL220_09 50 MS291_36 38 MS291_13 96 MS291_06 95 IS230_29 24 IS230_30 86 IS230_37 25 IS230_43 88 IS230_02 22 IS230_39 87 IS230_46 27 IS230_21 85 IS230_41 26 IS230_07 23 RL220_21 51 IS230_06 84 RK180_22 107 RK180_39 109 RK180_31 47 RK180_45 48 KH040_01 89 KH040_05 90 RK180_49 49 RK180_46 110 UB160_26 57 UB160_25 118 RK180_27 46 AA060_47 4 AA060_54 66 AA060_59 5 AA060_06 61 AA060_07 62 AA060_32 64 RA050_14 40 RA050_27 41 RA050_05 100 UB160_32 119 AA060_39 3 KH040_06 29 KH040_23 93 KH040_15 30 KH040_21 92 KH040_26 32 MS291_25 37 MS291_29 99 MS291_14 35 MS291_22 36 MS291_23 98 MS291_16 97 AA060_09 1 AA060_21 63 AA060_40 65 UB160_01 55 RA050_33 103 RA050_48 43 RA050_46 104 RA050_50 105 RA050_10 101 RA050_39 42 AA060_27 2 UB160_46 60 UB160_45 121 UB160_36 58 UB160_08 117 UB160_41 59 UB160_10 56 RA050_17 102 UB160_37 120 KH040_22 31 RA050_07 39 AT090_44 9 DK040_31 74 DK040_61 77 DK040_14 11 DK040_37 13 DK040_49 75 DK040_59 15 DK040_78 16 DK040_51 14 DK040_57 76 DK040_29 12 DK040_25 73 AT090_15 67 AT090_18 68 AT090_58 10 AT090_61 72 MS291_04 33 MS291_09 34 AT090_20 7 AT090_26 69 AT090_40 70 AT090_28 8 RK180_15 45 RK180_12 106 RK180_04 44 KH040_08 91 AT090_16 6 AT090_50 71 KH040_35 94 RK180_29 108

719.3.!!!/0120/88! <:7F,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 129 UH130_26 130 UH130_18 125 UH130_28 131 UH130_07 123 UH130_20 126 UH130_01 122 UH130_16 124 UH130_21 127 UH130_32 132 UH130_23 128 RD131_25 115 RD131_37 116 RD131_47 117 RD131_19 113 RD131_17 112 AG180_25 18 AG180_33 19 RD131_67 121 RD131_51 118 JB050_26 74 JB050_30 76 JB050_07 68 JB050_20 71 JB050_04 67 JB050_19 70 JB050_34 77 AF050_08 2 AF050_38 9 AF050_15 4 AF050_16 5 AF050_09 3 AF050_07 1 AF050_19 6 AF050_43 10 AF050_30 8 HH100_15 47 HH100_41 52 HH100_43 53 HH100_12 46 HH100_05 45 HS180_21 59 HS180_38 61 HS180_08 56 HS180_14 58 HS180_41 63 HS180_60 65 HS180_10 57 HS180_54 64 HS180_36 60 HS180_63 66 HS180_39 62 AF050_20 7 AF050_45 11 JB050_24 72 JB050_25 73 JB050_17 69 JB050_28 75 LW271_23 92 LW271_28 93 LW271_06 89 PH080_18 103 PH080_27 106 PH080_37 107 PH080_07 101 PH080_26 105 PH080_21 104 PH080_11 102 PH080_38 108 LW271_62 98 PH080_05 100 LW271_42 95 RD131_55 119 RD131_63 120 AG180_11 12 AG180_19 14 AG180_20 15 RD131_04 111 RD131_21 114 AG180_35 20 AG180_37 21 AG180_13 13 AG180_41 22 AG180_23 17 AG180_21 16 PH080_40 109 PH080_43 110 LW271_57 96 LW271_59 97 LW271_32 94 LW271_73 99 LW271_10 90 LW271_20 91 GB300_11 36 GB300_41 43 GB300_00 34 GB300_03 35 GB300_28 39 GB300_35 42 GB300_29 40 GB300_21 37 GB300_27 38 GB300_42 44 GB300_30 41 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_04 23 ER140_28 28 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_40 33 HH100_35 50 HH100_37 51 HH100_50 55 HH100_16 48 HH100_18 49 HH100_44 54 LD280_07 80 LD280_20 84 LD280_08 81 LD280_21 85 LD280_16 83 LD280_10 82 LD280_28 87 LD280_06 79 LD280_25 86 LD280_02 78 LD280_39 88 <:0?+,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 129 UH130_26 130 UH130_18 125 UH130_28 131 UH130_07 123 UH130_20 126 UH130_01 122 UH130_16 124 UH130_21 127 UH130_32 132 UH130_23 128 AG180_25 18 AG180_33 19 RD131_67 121 RD131_51 118 RD131_25 115 RD131_37 116 RD131_47 117 RD131_19 113 RD131_17 112 JB050_26 74 JB050_30 76 JB050_07 68 JB050_20 71 JB050_04 67 JB050_19 70 JB050_34 77 HH100_15 47 HH100_43 53 HH100_41 52 HH100_05 45 HH100_12 46 AF050_07 1 AF050_30 8 AF050_08 2 AF050_16 5 AF050_09 3 AF050_15 4 AF050_38 9 AF050_43 10 AF050_19 6 RD131_04 111 RD131_21 114 AG180_11 12 AG180_19 14 AG180_13 13 AG180_20 15 AG180_41 22 AG180_23 17 AG180_35 20 AG180_37 21 AG180_21 16 HS180_14 58 HS180_41 63 HS180_60 65 HS180_21 59 HS180_38 61 HS180_08 56 HS180_10 57 HS180_54 64 AF050_20 7 AF050_45 11 JB050_24 72 JB050_25 73 JB050_17 69 JB050_28 75 LW271_23 92 LW271_28 93 LW271_06 89 PH080_18 103 PH080_27 106 PH080_37 107 PH080_07 101 PH080_26 105 PH080_11 102 PH080_21 104 PH080_38 108 LW271_62 98 PH080_05 100 LW271_42 95 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_04 23 ER140_28 28 GB300_11 36 GB300_41 43 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_40 33 LD280_02 78 LD280_06 79 LD280_25 86 LD280_10 82 LD280_28 87 LD280_07 80 LD280_20 84 LD280_21 85 LD280_08 81 LD280_16 83 LD280_39 88 HH100_35 50 HH100_37 51 HH100_50 55 HH100_16 48 HH100_18 49 HH100_44 54 GB300_00 34 GB300_03 35 GB300_30 41 GB300_35 42 GB300_28 39 GB300_29 40 GB300_21 37 GB300_42 44 GB300_27 38 LW271_57 96 LW271_59 97 LW271_32 94 LW271_73 99 LW271_10 90 PH080_43 110 LW271_20 91 PH080_40 109 HS180_36 60 HS180_63 66 HS180_39 62 RD131_55 119 RD131_63 120

71? <:22+ +,+ AF050_08 2 AF050_38 9 AF050_30 8 AF050_43 10 JB050_28 75 JB050_30 76 JB050_24 72 <:>2+ +,+ AF050_07 1 AF050_30 8 AF050_19 6 LW271_57 96 LW271_59 97 LW271_32 94 PH080_43 110 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ JB050_25 73 JB050_17 69 JB050_04 67 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ LW271_20 91 LW271_73 99 GB300_11 36 UH130_24 129 UH130_26 130 UH130_32 132 UH130_21 127 UH130_23 128 UH130_28 131 UH130_07 123 UH130_20 126 UH130_01 122 UH130_18 125 UH130_16 124 RD131_19 113 RD131_67 121 RD131_25 115 RD131_47 117 RD131_37 116 AG180_25 18 AG180_33 19 AG180_35 20 AG180_37 21 RD131_51 118 RD131_04 111 RD131_21 114 AG180_21 16 AG180_23 17 AG180_13 13 AG180_20 15 AG180_11 12 AG180_19 14 AG180_41 22 HS180_36 60 HS180_63 66 HS180_54 64 HS180_14 58 HS180_41 63 HS180_38 61 HS180_60 65 HS180_21 59 HS180_08 56 HS180_10 57 HS180_39 62 LW271_23 92 PH080_38 108 PH080_18 103 PH080_11 102 PH080_37 107 PH080_27 106 PH080_07 101 PH080_26 105 PH080_21 104 LW271_28 93 LW271_42 95 LW271_62 98 PH080_05 100 LW271_06 89 HH100_15 47 HH100_43 53 HH100_05 45 HH100_12 46 HH100_41 52 AF050_19 6 AF050_20 7 AF050_45 11 AF050_09 3 JB050_26 74 JB050_19 70 JB050_34 77 JB050_07 68 JB050_20 71 AF050_07 1 AF050_16 5 RD131_17 112 RD131_55 119 RD131_63 120 GB300_11 36 GB300_41 43 GB300_00 34 GB300_03 35 ER140_07 24 ER140_11 25 ER140_40 33 HH100_18 49 ER140_17 26 ER140_22 27 HH100_16 48 HH100_50 55 HH100_35 50 HH100_37 51 HH100_44 54 ER140_04 23 ER140_28 28 GB300_27 38 GB300_42 44 GB300_21 37 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 GB300_30 41 GB300_35 42 GB300_28 39 GB300_29 40 LD280_16 83 LD280_39 88 LD280_02 78 LD280_06 79 LD280_25 86 LD280_28 87 LD280_10 82 LD280_07 80 LD280_20 84 LD280_08 81 LD280_21 85 PH080_40 109 PH080_43 110 LW271_32 94 LW271_57 96 LW271_10 90 LW271_59 97 LW271_73 99 LW271_20 91 UH130_24 129 UH130_26 130 JB050_04 67 JB050_19 70 JB050_34 77 UH130_18 125 UH130_28 131 AF050_43 10 JB050_07 68 JB050_20 71 JB050_26 74 JB050_30 76 HH100_43 53 UH130_07 123 UH130_20 126 UH130_01 122 UH130_16 124 HS180_10 57 HH100_41 52 HS180_21 59 HH100_15 47 HS180_14 58 HS180_41 63 HS180_38 61 HS180_08 56 HH100_12 46 HS180_54 64 HS180_60 65 RD131_04 111 RD131_21 114 PH080_40 109 AG180_21 16 AG180_35 20 AG180_23 17 AG180_41 22 AG180_37 21 AG180_13 13 AG180_20 15 AG180_19 14 AG180_11 12 UH130_21 127 UH130_32 132 UH130_23 128 RD131_47 117 RD131_51 118 PH080_21 104 PH080_26 105 PH080_07 101 PH080_27 106 PH080_37 107 PH080_38 108 RD131_19 113 LW271_06 89 PH080_18 103 AG180_25 18 AG180_33 19 RD131_67 121 AF050_15 4 AF050_16 5 AF050_08 2 AF050_09 3 RD131_17 112 RD131_25 115 RD131_37 116 GB300_41 43 LW271_10 90 LW271_62 98 PH080_11 102 PH080_05 100 HS180_39 62 HS180_63 66 HS180_36 60 LW271_23 92 LW271_28 93 ER140_04 23 ER140_28 28 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_40 33 AF050_20 7 AF050_45 11 RD131_55 119 RD131_63 120 JB050_24 72 JB050_25 73 JB050_17 69 JB050_28 75 HH100_05 45 HH100_35 50 HH100_50 55 HH100_37 51 LD280_28 87 LD280_39 88 LD280_10 82 LD280_21 85 LD280_06 79 LD280_20 84 LD280_07 80 LD280_08 81 LD280_02 78 LD280_25 86 HH100_44 54 LD280_16 83 GB300_30 41 GB300_35 42 HH100_16 48 HH100_18 49 GB300_27 38 GB300_00 34 GB300_03 35 GB300_28 39 GB300_29 40 GB300_21 37 GB300_42 44 LW271_42 95 AF050_15 4 AF050_38 9

718 <:90 +E,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 129 UH130_26 130 AF050_30 8 AF050_16 5 AF050_45 11 JB050_25 73 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 AF050_15 4 AF050_38 9 LD280_02 78 LD280_25 86 LD280_39 88 UH130_21 127 JB050_04 67 JB050_07 68 JB050_24 72 ER140_40 33 UH130_32 132 LW271_42 95 UH130_23 128 JB050_20 71 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 LD280_16 83 LD280_28 87 AF050_07 1 LD280_06 79 ER140_04 23 ER140_28 28 UH130_07 123 UH130_20 126 UH130_01 122 LD280_10 82 UH130_18 125 AF050_09 3 AF050_20 7 AF050_08 2 LD280_21 85 LD280_08 81 LD280_20 84 HS180_39 62 HS180_63 66 HH100_16 48 HH100_44 54 HH100_35 50 AF050_19 6 HH100_18 49 HH100_50 55 HH100_37 51 JB050_34 77 AG180_35 20 LW271_06 89 PH080_37 107 PH080_38 108 PH080_18 103 PH080_21 104 PH080_05 100 JB050_30 76 LW271_28 93 RD131_47 117 LW271_62 98 AF050_43 10 JB050_19 70 AG180_25 18 JB050_28 75 AG180_33 19 UH130_16 124 PH080_26 105 PH080_27 106 PH080_11 102 PH080_07 101 RD131_19 113 RD131_37 116 RD131_67 121 LW271_23 92 RD131_25 115 RD131_51 118 RD131_17 112 JB050_17 69 JB050_26 74 LD280_07 80 UH130_28 131 GB300_30 41 GB300_42 44 GB300_28 39 GB300_41 43 GB300_11 36 LW271_57 96 LW271_73 99 LW271_32 94 LW271_59 97 LW271_10 90 LW271_20 91 AG180_21 16 AG180_37 21 AG180_41 22 AG180_23 17 HH100_15 47 HH100_43 53 HH100_05 45 HH100_12 46 HH100_41 52 AG180_20 15 PH080_43 110 RD131_04 111 RD131_55 119 AG180_13 13 RD131_63 120 RD131_21 114 AG180_19 14 AG180_11 12 PH080_40 109 HS180_08 56 HS180_14 58 HS180_10 57 HS180_38 61 HS180_41 63 HS180_54 64 HS180_60 65 HS180_36 60 GB300_21 37 GB300_35 42 GB300_03 35 GB300_27 38 GB300_00 34 GB300_29 40 HS180_21 59 <:?9 "+ + Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 129 UH130_26 130 UH130_21 127 UH130_32 132 UH130_23 128 UH130_07 123 UH130_20 126 UH130_01 122 UH130_18 125 UH130_16 124 UH130_28 131 AG180_35 20 AG180_37 21 AG180_25 18 AG180_33 19 RD131_51 118 RD131_19 113 RD131_67 121 RD131_25 115 RD131_47 117 RD131_37 116 RD131_17 112 HH100_05 45 HH100_12 46 HH100_15 47 HH100_43 53 HH100_41 52 HS180_39 62 JB050_28 75 JB050_30 76 JB050_24 72 JB050_25 73 JB050_17 69 JB050_07 68 JB050_20 71 AF050_07 1 AF050_16 5 JB050_04 67 JB050_26 74 JB050_19 70 JB050_34 77 AF050_19 6 AF050_20 7 AF050_08 2 AF050_38 9 AF050_09 3 AF050_15 4 AF050_30 8 AF050_43 10 AF050_45 11 LW271_23 92 PH080_38 108 PH080_18 103 PH080_07 101 PH080_26 105 PH080_37 107 PH080_27 106 PH080_11 102 PH080_21 104 LW271_28 93 LW271_42 95 LW271_62 98 PH080_05 100 LW271_06 89 HS180_14 58 HS180_41 63 HS180_38 61 HS180_60 65 HS180_21 59 HS180_08 56 HS180_10 57 HS180_36 60 HS180_63 66 HS180_54 64 RD131_55 119 RD131_63 120 LW271_32 94 LW271_57 96 LW271_59 97 LW271_73 99 LW271_10 90 LW271_20 91 PH080_40 109 PH080_43 110 AG180_21 16 AG180_23 17 AG180_13 13 AG180_41 22 RD131_04 111 RD131_21 114 AG180_11 12 AG180_19 14 AG180_20 15 ER140_17 26 ER140_22 27 ER140_07 24 ER140_11 25 ER140_40 33 HH100_35 50 HH100_37 51 HH100_18 49 HH100_50 55 HH100_16 48 HH100_44 54 LD280_02 78 LD280_06 79 LD280_25 86 LD280_28 87 LD280_10 82 LD280_07 80 LD280_20 84 LD280_08 81 LD280_16 83 LD280_21 85 LD280_39 88 ER140_38 31 ER140_39 32 ER140_30 29 ER140_31 30 ER140_04 23 ER140_28 28 GB300_21 37 GB300_42 44 GB300_28 39 GB300_30 41 GB300_27 38 GB300_35 42 GB300_29 40 GB300_00 34 GB300_41 43 GB300_11 36 GB300_03 35

71F!/0120/88!@6.38!""A AK140_41 32 AK140_02 23 AK140_09 24 IH280_03 122 CL010_36 42 CL010_30 39 CL010_37 43 CL010_17 36 GG060_09 82 GG060_13 83 GG060_07 80 GG060_16 84 <7F,+ IH280_12 127 HB290_33 98 HB290_37 99 HB290_22 96 HB290_32 97 HB290_12 91 CL010_33 40 CL010_18 37 CL010_35 41 CL010_03 34 CL010_42 44 CL010_29 38 GG060_24 86 GG060_22 85 GG060_32 87 RD131_55 196 RD131_63 197 SU020_06 201 IH280_19 130 IO181_11 135 SU020_19 207 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ IH280_07 124 IH280_16 129 IH280_13 128 IO181_12 136 IO181_04 133 IO181_08 134 SU020_17 205 SU020_22 208 SU020_08 203 UH130_24 217 UH130_26 218 UH130_18 213 UH130_28 219 UH130_16 212 UH130_07 211 UH130_20 214 UH130_01 210 UH130_21 215 UH130_32 220 UH130_23 216 JB050_26 151 JB050_30 153 JB050_17 146 HH100_15 102 HH100_41 107 HH100_43 108 HH100_12 101 HH100_05 100 HS180_21 114 HS180_38 116 HS180_08 111 HS180_14 113 HS180_41 118 HS180_60 120 HS180_10 112 HS180_54 119 AG180_35 20 AG180_37 21 HB290_15 92 RD131_04 188 RD131_21 191 AG180_11 12 AG180_19 14 AG180_20 15 AG180_13 13 AG180_41 22 AG180_23 17 AG180_21 16 HS180_36 115 HS180_63 121 HS180_39 117 JB050_07 145 JB050_20 148 JB050_04 144 JB050_19 147 JB050_34 154 AF050_07 1 AF050_30 8 AF050_08 2 AF050_38 9 AF050_09 3 AF050_15 4 AF050_16 5 AF050_43 10 AF050_19 6 AK140_27 29 AK140_44 33 AK140_14 25 AK140_24 28 AK140_19 27 IH280_21 132 IH280_05 123 IH280_20 131 IH280_10 125 IH280_11 126 LW271_06 166 PH080_18 180 RD131_25 192 RD131_37 193 RD131_47 194 RD131_19 190 RD131_17 189 AG180_25 18 AG180_33 19 RD131_67 198 RD131_51 195 LW271_23 169 LW271_28 170 PH080_27 183 PH080_37 184 PH080_07 178 PH080_26 182 PH080_21 181 PH080_11 179 PH080_38 185 AK140_18 26 AK140_34 31 AK140_30 30 EW180_01 56 EW180_28 58 EW180_36 60 EW180_55 66 EW180_37 61 EW180_44 64 EW180_18 57 AF050_20 7 AF050_45 11 JB050_24 149 JB050_25 150 JB050_28 152 LW271_62 175 PH080_05 177 LW271_42 172 LW271_57 173 LW271_59 174 LW271_32 171 LW271_73 176 LW271_10 167 LW271_20 168 HB290_17 93 PH080_40 186 HB290_21 95 PH080_43 187 HH100_35 105 HH100_37 106 HH100_50 110 HH100_16 103 HH100_18 104 HH100_44 109 GG060_08 81 CL010_14 35 LD280_08 158 LD280_16 160 LD280_21 162 LD280_06 156 LD280_25 163 LD280_07 157 LD280_20 161 LD280_10 159 LD280_28 164 LD280_02 155 LD280_39 165 HB290_01 89 HB290_10 90 HB290_18 94 IO181_32 139 IO181_35 140 IO181_19 137 IO181_60 143 IO181_42 141 IO181_27 138 IO181_45 142 EW180_40 62 EW180_45 65 EW180_41 63 ER140_17 48 ER140_22 49 ER140_07 46 ER140_11 47 ER140_40 55 GB300_11 69 GB300_41 76 WH030_30 226 WH030_48 230 WH030_04 221 WH030_07 223 WH030_13 224 WH030_16 225 WH030_05 222 WH030_34 227 WH030_39 228 WH030_41 229 WH030_50 231 GB300_00 67 GB300_03 68 GB300_28 72 GB300_35 75 GB300_29 73 GB300_21 70 GB300_42 77 GB300_27 71 GB300_30 74 EW180_30 59 ER140_38 53 ER140_39 54 ER140_30 51 ER140_31 52 ER140_04 45 ER140_28 50 GG060_05 79 GG060_01 78 GG060_33 88 SU020_15 204 SU020_18 206 SU020_07 202 SU020_23 209 SU020_04 200 SU020_03 199

71@ <0?+,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ HB290_32 97 HB290_15 92 AG180_25 18 AG180_33 19 RD131_67 198 IH280_11 126 IH280_21 132 HB290_12 91 IH280_19 130 IH280_07 124 HH100_37 106 HH100_50 110 GB300_28 72 GB300_29 73 GB300_21 70 GB300_42 77 GB300_30 74 GB300_35 75 GB300_27 71 EW180_30 59 RD131_21 191 RD131_55 196 RD131_63 197 LW271_62 175 PH080_05 177 LW271_42 172 SU020_06 201 SU020_19 207 SU020_17 205 SU020_22 208 UH130_24 217 UH130_26 218 UH130_18 213 UH130_28 219 UH130_16 212 UH130_07 211 UH130_20 214 UH130_01 210 UH130_21 215 UH130_32 220 UH130_23 216 AG180_11 12 AG180_19 14 AG180_13 13 AG180_20 15 AG180_41 22 AG180_23 17 AG180_21 16 AG180_35 20 AG180_37 21 RD131_51 195 HS180_14 113 HS180_41 118 HS180_21 114 HS180_38 116 HS180_08 111 HS180_60 120 HS180_10 112 HS180_54 119 JB050_26 151 JB050_30 153 JB050_17 146 HH100_15 102 HH100_43 108 HH100_41 107 HH100_12 101 HH100_05 100 HS180_36 115 HS180_63 121 HS180_39 117 IO181_45 142 LW271_23 169 LW271_28 170 RD131_25 192 RD131_37 193 RD131_47 194 RD131_19 190 JB050_07 145 JB050_20 148 JB050_04 144 JB050_19 147 JB050_34 154 AF050_07 1 AF050_30 8 AF050_08 2 AF050_38 9 AF050_09 3 AF050_15 4 AF050_16 5 AF050_43 10 AF050_19 6 RD131_17 189 HB290_33 98 HB290_37 99 HB290_22 96 IH280_16 129 IH280_13 128 IH280_05 123 IH280_20 131 IH280_10 125 IH280_12 127 IH280_03 122 AK140_18 26 AK140_34 31 AK140_30 30 EW180_18 57 EW180_37 61 EW180_44 64 EW180_28 58 EW180_36 60 EW180_01 56 EW180_55 66 AK140_02 23 AK140_09 24 AK140_14 25 AK140_24 28 AK140_19 27 AK140_41 32 AK140_27 29 AK140_44 33 LW271_06 166 PH080_18 180 PH080_27 183 PH080_37 184 PH080_07 178 PH080_26 182 PH080_21 181 PH080_11 179 PH080_38 185 SU020_15 204 SU020_18 206 SU020_07 202 SU020_23 209 SU020_04 200 SU020_03 199 EW180_40 62 EW180_45 65 EW180_41 63 ER140_17 48 ER140_22 49 ER140_07 46 ER140_11 47 ER140_40 55 GG060_01 78 GG060_33 88 GG060_09 82 GG060_13 83 GG060_07 80 GG060_16 84 GG060_24 86 GG060_32 87 GG060_22 85 ER140_38 53 ER140_39 54 ER140_30 51 ER140_31 52 ER140_04 45 ER140_28 50 GG060_05 79 HH100_35 105 GG060_08 81 LW271_57 173 LW271_59 174 LW271_32 171 LW271_73 176 LW271_10 167 PH080_43 187 LW271_20 168 HB290_17 93 PH080_40 186 HB290_21 95 HH100_16 103 HH100_18 104 CL010_18 37 CL010_35 41 CL010_03 34 CL010_42 44 CL010_29 38 LD280_08 158 LD280_16 160 LD280_39 165 CL010_14 35 CL010_36 42 CL010_30 39 CL010_37 43 CL010_17 36 CL010_33 40 HB290_01 89 HB290_10 90 HB290_18 94 HH100_44 109 LD280_02 155 LD280_06 156 LD280_25 163 IO181_11 135 IO181_12 136 LD280_10 159 LD280_28 164 LD280_07 157 LD280_20 161 IO181_04 133 LD280_21 162 IO181_08 134 IO181_32 139 IO181_35 140 IO181_19 137 IO181_60 143 IO181_42 141 IO181_27 138 WH030_30 226 WH030_48 230 WH030_04 221 WH030_07 223 WH030_41 229 WH030_50 231 WH030_05 222 WH030_13 224 WH030_16 225 WH030_34 227 WH030_39 228 GB300_11 69 GB300_41 76 GB300_00 67 GB300_03 68 RD131_04 188 SU020_08 203 AF050_20 7 AF050_45 11 JB050_24 149 JB050_25 150 JB050_28 152

771 <22+ +,+ ER140_39 54 ER140_30 51 ER140_31 52 GG060_08 81 EW180_30 59 IO181_35 140 IO181_42 141 AK140_44 33 AK140_09 24 AK140_30 30 AK140_34 31 AK140_18 26 EW180_37 61 EW180_44 64 GG060_32 87 GG060_07 80 GG060_16 84 GG060_22 85 SU020_08 203 SU020_22 208 SU020_17 205 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 217 IO181_19 137 IO181_60 143 IO181_27 138 IO181_32 139 LD280_02 155 EW180_28 58 EW180_36 60 EW180_01 56 EW180_55 66 EW180_40 62 SU020_19 207 SU020_06 201 SU020_03 199 SU020_04 200 SU020_15 204 UH130_26 218 LD280_06 156 EW180_45 65 SU020_18 206 UH130_32 220 LD280_25 163 EW180_41 63 SU020_07 202 UH130_28 219 LD280_28 164 HB290_33 98 SU020_23 209 UH130_21 215 UH130_18 213 UH130_23 216 LD280_10 159 LD280_16 160 LD280_39 165 HB290_37 99 HB290_22 96 HB290_32 97 RD131_55 196 RD131_63 197 UH130_07 211 IO181_08 134 HB290_12 91 UH130_20 214 IO181_11 135 IH280_21 132 UH130_01 210 UH130_16 212 IO181_04 133 LD280_07 157 IH280_05 123 IH280_20 131 AG180_35 20 LD280_20 161 IH280_13 128 AG180_37 21 IO181_12 136 IH280_16 129 AG180_25 18 LD280_08 158 IH280_07 124 AG180_33 19 RD131_51 195 LD280_21 162 CL010_03 34 IH280_19 130 IH280_03 122 RD131_19 190 CL010_42 44 IH280_10 125 RD131_67 198 CL010_18 37 IH280_11 126 RD131_25 192 RD131_47 194 CL010_35 41 CL010_29 38 IH280_12 127 RD131_17 189 RD131_37 193 HB290_01 89 LW271_28 170 RD131_04 188 HB290_10 90 LW271_42 172 RD131_21 191 HB290_18 94 PH080_11 179 AG180_11 12 AG180_19 14 CL010_33 40 CL010_14 35 PH080_37 184 PH080_27 183 AG180_41 22 CL010_36 42 PH080_07 178 AG180_21 16 CL010_30 39 PH080_26 182 AG180_23 17 CL010_17 36 PH080_21 181 AG180_13 13 AG180_20 15 CL010_37 43 HH100_16 103 LW271_23 169 PH080_38 185 HS180_36 115 HH100_44 109 PH080_18 180 HS180_63 121 HH100_35 105 HH100_15 102 HS180_54 119 HH100_37 106 HH100_43 108 HS180_14 113 HS180_41 118 HH100_18 104 HH100_50 110 HH100_12 101 HH100_05 100 HS180_38 116 ER140_07 46 HH100_41 107 HS180_60 120 ER140_11 47 AF050_07 1 HS180_21 114 ER140_40 55 AF050_16 5 HS180_08 111 HS180_10 112 GB300_11 69 GB300_41 76 JB050_07 145 JB050_20 148 HS180_39 117 GB300_00 67 JB050_34 154 IO181_45 142 ER140_17 48 JB050_04 144 LW271_32 171 LW271_73 176 ER140_22 49 GB300_03 68 JB050_26 151 JB050_19 147 LW271_57 173 LW271_62 175 JB050_24 149 LW271_59 174 PH080_05 177 JB050_25 150 LW271_10 167 LW271_06 166 JB050_28 152 LW271_20 168 HB290_15 92 WH030_41 229 WH030_50 231 JB050_30 153 JB050_17 146 HB290_21 95 WH030_04 221 AF050_30 8 PH080_40 186 WH030_05 222 EW180_18 57 PH080_43 187 WH030_30 226 AF050_09 3 HB290_17 93 ER140_04 45 WH030_13 224 WH030_16 225 AF050_15 4 AF050_08 2 ER140_28 50 WH030_39 228 AF050_38 9 GG060_05 79 WH030_07 223 AF050_43 10 GB300_21 70 WH030_34 227 AF050_19 6 GB300_42 77 GB300_30 74 WH030_48 230 AK140_14 25 AF050_20 7 AF050_45 11 GB300_35 75 AK140_24 28 GG060_01 78 GB300_28 72 AK140_41 32 GG060_33 88 GB300_27 71 AK140_02 23 GG060_09 82 GB300_29 73 ER140_38 53 AK140_19 27 AK140_27 29 GG060_13 83 GG060_24 86

777 <>2+ +,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ EW180_44 64 LW271_06 166 PH080_18 180 AK140_02 23 AK140_09 24 AK140_19 27 AK140_24 28 AK140_14 25 RD131_67 198 AG180_33 19 IH280_19 130 IH280_05 123 IO181_04 133 LD280_39 165 IO181_19 137 LD280_10 159 IO181_11 135 IO181_12 136 IO181_42 141 IO181_60 143 HH100_35 105 HH100_50 110 HH100_37 106 GG060_24 86 HH100_05 100 SU020_06 201 SU020_19 207 SU020_22 208 AF050_45 11 SU020_08 203 SU020_17 205 AF050_20 7 LW271_23 169 LW271_42 172 WH030_30 226 WH030_48 230 UH130_24 217 IH280_10 125 EW180_30 59 WH030_04 221 UH130_26 218 IH280_07 124 GB300_30 74 WH030_07 223 JB050_04 144 IH280_21 132 GB300_27 71 IO181_32 139 JB050_19 147 AG180_25 18 GG060_05 79 IO181_35 140 JB050_34 154 IH280_16 129 GG060_22 85 IO181_45 142 UH130_18 213 AF050_07 1 GG060_16 84 IO181_08 134 UH130_28 219 AF050_30 8 GG060_32 87 HH100_43 108 AF050_19 6 GB300_00 67 JB050_26 151 HB290_15 92 GB300_03 68 JB050_30 153 IH280_13 128 GB300_28 72 UH130_07 211 AF050_15 4 GB300_29 73 UH130_20 214 AF050_16 5 GB300_21 70 UH130_01 210 AF050_43 10 GB300_42 77 UH130_16 212 AK140_41 32 GB300_35 75 HS180_14 113 JB050_07 145 CL010_03 34 HS180_41 118 JB050_20 148 CL010_42 44 HS180_08 111 AF050_08 2 CL010_29 38 HH100_41 107 AF050_38 9 LD280_16 160 HS180_21 114 RD131_25 192 CL010_18 37 HS180_38 116 RD131_37 193 CL010_35 41 HH100_15 102 AK140_44 33 HH100_16 103 HS180_54 119 AF050_09 3 HH100_18 104 HS180_60 120 RD131_17 189 LD280_08 158 RD131_04 188 HB290_12 91 LD280_02 155 RD131_21 191 GG060_07 80 LD280_25 163 AG180_13 13 GG060_13 83 HH100_44 109 AG180_20 15 GG060_33 88 WH030_41 229 AG180_11 12 GG060_09 82 GG060_08 81 AG180_19 14 HS180_39 117 IH280_11 126 IH280_12 127 HS180_63 121 WH030_39 228 IH280_20 131 GG060_01 78 EW180_41 63 AG180_23 17 LW271_62 175 IH280_03 122 AG180_37 21 PH080_11 179 LW271_57 173 AG180_41 22 PH080_05 177 LW271_59 174 AG180_21 16 HS180_36 115 IO181_27 138 AG180_35 20 ER140_04 45 LW271_32 171 UH130_21 215 ER140_28 50 LW271_73 176 UH130_32 220 ER140_38 53 PH080_43 187 UH130_23 216 ER140_39 54 GB300_11 69 HS180_10 112 ER140_30 51 GB300_41 76 RD131_51 195 ER140_31 52 WH030_05 222 AK140_18 26 RD131_47 194 WH030_13 224 AK140_34 31 ER140_17 48 LW271_20 168 AK140_30 30 ER140_22 49 WH030_34 227 RD131_19 190 ER140_07 46 WH030_16 225 EW180_18 57 ER140_11 47 WH030_50 231 EW180_37 61 ER140_40 55 HH100_12 101 PH080_27 183 HB290_17 93 CL010_30 39 PH080_37 184 PH080_40 186 CL010_37 43 AK140_27 29 SU020_07 202 CL010_14 35 PH080_38 185 HB290_21 95 CL010_36 42 SU020_03 199 EW180_40 62 CL010_33 40 HB290_33 98 EW180_45 65 CL010_17 36 HB290_37 99 SU020_15 204 HB290_01 89 HB290_22 96 SU020_23 209 HB290_10 90 HB290_32 97 SU020_18 206 LW271_10 167 PH080_21 181 LW271_28 170 HB290_18 94 PH080_26 182 SU020_04 200 RD131_55 196 PH080_07 178 LD280_06 156 RD131_63 197 EW180_28 58 LD280_20 161 JB050_24 149 EW180_36 60 LD280_07 157 JB050_25 150 EW180_01 56 LD280_28 164 JB050_28 152 EW180_55 66 LD280_21 162 JB050_17 146

770 <90 +E,+ WH030_39 228 WH030_50 231 WH030_07 223 WH030_34 227 WH030_16 225 WH030_30 226 IH280_03 122 PH080_07 178 AG180_25 18 JB050_28 152 AG180_33 19 EW180_37 61 EW180_55 66 EW180_01 56 GB300_29 73 GB300_21 70 GB300_35 75 GB300_03 68 GB300_27 71 HS180_21 114 GB300_11 69 IH280_05 123 JB050_30 153 SU020_08 203 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 217 UH130_26 218 AF050_16 5 AF050_30 8 ER140_38 53 ER140_39 54 ER140_30 51 ER140_31 52 AF050_45 11 JB050_25 150 LD280_16 160 LD280_28 164 AF050_07 1 LD280_06 156 ER140_07 46 ER140_11 47 ER140_17 48 ER140_22 49 GG060_05 79 JB050_04 144 JB050_07 145 JB050_20 148 LW271_42 172 UH130_23 216 LD280_25 163 LD280_39 165 LD280_02 155 UH130_21 215 ER140_40 55 UH130_32 220 AF050_15 4 AF050_38 9 JB050_24 149 AF050_19 6 GG060_09 82 GG060_13 83 GG060_07 80 GG060_24 86 GG060_16 84 GG060_22 85 GG060_08 81 UH130_07 211 UH130_20 214 UH130_01 210 LD280_10 159 UH130_18 213 AF050_08 2 LD280_21 162 LD280_08 158 LD280_20 161 AF050_09 3 AF050_20 7 GG060_33 88 ER140_04 45 ER140_28 50 GG060_01 78 EW180_28 58 EW180_30 59 HS180_39 117 HS180_63 121 EW180_18 57 LD280_07 157 UH130_28 219 IH280_13 128 IH280_07 124 IH280_20 131 IH280_21 132 IH280_16 129 HB290_33 98 HB290_37 99 HB290_22 96 HB290_32 97 IH280_12 127 IO181_11 135 IO181_19 137 IO181_60 143 HB290_12 91 AK140_14 25 AK140_34 31 HH100_18 104 IO181_08 134 AK140_02 23 AK140_41 32 HH100_50 110 WH030_05 222 AK140_24 28 HH100_44 109 HH100_16 103 HH100_35 105 IH280_10 125 IH280_19 130 IH280_11 126 AK140_18 26 AK140_27 29 AK140_44 33 HH100_37 106 AK140_19 27 JB050_34 154 PH080_37 184 PH080_38 185 AG180_35 20 EW180_41 63 LW271_06 166 PH080_18 180 PH080_21 181 PH080_26 182 PH080_27 183 PH080_11 179 PH080_05 177 EW180_40 62 EW180_45 65 JB050_26 151 EW180_36 60 GG060_32 87 WH030_41 229 UH130_16 212 AK140_09 24 AK140_30 30 AF050_43 10 JB050_19 147 JB050_17 146 WH030_04 221 EW180_44 64 RD131_19 190 RD131_37 193 RD131_67 198 LW271_23 169 RD131_51 195 RD131_17 189 RD131_25 192 LW271_28 170 RD131_47 194 LW271_62 175 WH030_13 224 WH030_48 230 IO181_12 136 IO181_32 139 IO181_04 133 IO181_27 138 IO181_35 140 IO181_42 141 HS180_08 111 HS180_14 113 HS180_10 112 HS180_38 116 HS180_41 118 HS180_54 119 HS180_60 120 HS180_36 115 AG180_21 16 AG180_37 21 CL010_03 34 CL010_18 37 CL010_35 41 CL010_33 40 CL010_42 44 CL010_29 38 CL010_30 39 AG180_23 17 HH100_05 100 HH100_12 101 HH100_41 107 IO181_45 142 HB290_15 92 AG180_41 22 AG180_11 12 HB290_21 95 HH100_15 102 HH100_43 108 AG180_13 13 RD131_21 191 RD131_63 197 CL010_14 35 CL010_36 42 AG180_19 14 CL010_37 43 AG180_20 15 PH080_43 187 RD131_04 188 RD131_55 196 CL010_17 36 PH080_40 186 LW271_57 173 LW271_73 176 LW271_32 171 HB290_17 93 LW271_59 174 HB290_01 89 HB290_10 90 HB290_18 94 LW271_20 168 LW271_10 167 GB300_30 74 GB300_42 77 GB300_28 72 GB300_41 76 GB300_00 67 SU020_18 206 SU020_22 208 SU020_07 202 SU020_17 205 SU020_03 199 SU020_06 201 SU020_15 204 SU020_23 209 SU020_19 207 SU020_04 200

772 <?9"+ + Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ EW180_45 32 EW180_40 147 EW180_41 31 HB290_22 164 HB290_33 165 HB290_32 48 HB290_37 49 IH280_05 61 IH280_20 65 IH280_07 178 LD280_39 82 CL010_18 18 CL010_35 20 CL010_03 133 CL010_42 138 CL010_29 135 CL010_37 21 CL010_17 134 CL010_14 17 CL010_36 137 HS180_10 172 HS180_60 176 HS180_36 57 HS180_63 60 HS180_54 59 SU020_08 101 SU020_22 220 SU020_06 100 SU020_19 103 SU020_17 102 UH130_24 108 UH130_26 225 UH130_32 226 UH130_21 107 UH130_16 222 UH130_01 221 UH130_20 223 UH130_07 105 UH130_18 106 UH130_28 109 UH130_23 224 AG180_37 10 AG180_35 126 AG180_33 9 AG180_25 125 RD131_51 97 RD131_37 96 RD131_47 213 RD131_25 212 RD131_19 211 RD131_67 215 RD131_17 94 LW271_06 199 HH100_15 167 HH100_43 170 HH100_12 50 HH100_05 166 HH100_41 53 IO181_45 187 HS180_39 58 AG180_11 122 AG180_19 123 AG180_20 7 AG180_23 8 AG180_21 124 AG180_13 6 AG180_41 127 WH030_41 114 WH030_50 115 WH030_05 227 WH030_13 228 WH030_16 112 WH030_39 230 WH030_04 110 WH030_07 111 WH030_30 229 WH030_34 113 WH030_48 231 AK140_14 12 AK140_24 130 AK140_41 132 AK140_02 11 AK140_19 13 AK140_27 14 AK140_44 16 AK140_09 128 AK140_34 15 AK140_30 131 AK140_18 129 EW180_37 30 EW180_44 148 EW180_01 144 EW180_36 146 EW180_28 145 EW180_55 149 IH280_19 181 HB290_12 45 IH280_21 182 IH280_16 64 IH280_13 180 IH280_11 179 IH280_10 62 IH280_03 177 IH280_12 63 LW271_28 201 LW271_42 202 PH080_07 205 PH080_26 207 PH080_37 208 PH080_21 90 PH080_11 89 PH080_27 91 LW271_23 84 PH080_38 92 PH080_18 206 LW271_62 87 PH080_05 88 EW180_18 28 JB050_24 74 JB050_25 191 JB050_30 76 JB050_28 192 JB050_17 189 JB050_07 72 JB050_20 190 JB050_34 193 JB050_26 75 JB050_04 188 JB050_19 73 AF050_16 2 AF050_07 119 AF050_09 1 AF050_08 117 AF050_38 4 AF050_15 118 AF050_30 120 AF050_20 3 AF050_19 116 AF050_43 121 AF050_45 5 IO181_42 70 IO181_35 186 IO181_19 68 IO181_60 71 IO181_27 185 IO181_32 69 IO181_11 67 IO181_08 183 IO181_12 184 IO181_04 66 LD280_02 77 LD280_06 194 LD280_25 81 LD280_28 198 LD280_10 79 LD280_07 78 LD280_20 80 LD280_08 195 LD280_16 196 LD280_21 197 CL010_30 19 CL010_33 136 HH100_16 51 HH100_44 54 HH100_35 52 HH100_37 169 HH100_18 168 HH100_50 171 ER140_22 24 ER140_17 140 ER140_11 23 ER140_07 139 ER140_40 27 GG060_01 155 GG060_33 160 GG060_13 41 GG060_09 157 GG060_07 156 GG060_16 158 GG060_32 43 GG060_24 159 GG060_22 42 ER140_04 22 ER140_28 141 GG060_05 39 ER140_31 142 ER140_39 143 ER140_30 25 ER140_38 26 GG060_08 40 EW180_30 29 GB300_42 38 GB300_21 151 GB300_28 152 GB300_30 153 GB300_29 36 GB300_35 37 GB300_27 35 GB300_11 34 GB300_41 154 GB300_00 33 GB300_03 150 LW271_32 85 LW271_73 204 LW271_57 86 LW271_59 203 LW271_10 83 LW271_20 200 HB290_01 44 HB290_10 161 HB290_18 163 HB290_17 46 PH080_43 93 PH080_40 209 HB290_21 47 HB290_15 162 RD131_63 98 RD131_55 214 RD131_21 95 RD131_04 210 HS180_14 56 HS180_41 175 HS180_21 173 HS180_38 174 HS180_08 55 SU020_03 99 SU020_07 217 SU020_04 216 SU020_15 218 SU020_18 219 SU020_23 104

77>."/./88! AG180_35 31 AG180_37 32 AG180_13 24 AG180_41 33 KH040_05 135 RK180_22 213 RK180_39 217 RK180_45 218 DK040_25 46 DK040_49 50 DK040_57 52 DK040_51 51 2.3.!!!/0120/88! AG180_23 28 AG180_21 27 PH080_43 187 RK180_27 214 RK180_46 219 IS230_06 112 IS230_41 119 IS230_07 113 DK040_14 45 DK040_37 49 DK040_61 54 LW271_57 162 :0,33! 5:7F,+ PH080_40 186 HS180_36 104 HS180_63 110 HS180_39 106 HH100_15 91 HH100_41 96 HH100_43 97 HH100_12 90 HH100_05 89 HS180_14 102 HS180_41 107 HS180_21 103 RL220_31 225 RL220_34 227 RL220_36 228 RL220_53 231 RL220_09 222 IS230_37 117 IS230_43 120 IS230_39 118 IS230_02 111 IS230_29 115 IS230_30 116 IS230_21 114 LW271_59 163 LW271_32 160 LW271_73 165 LW271_10 156 LW271_20 157 RA050_07 189 AA060_06 1 AA060_07 2 AA060_32 6 AA060_59 11 AA060_39 7 LW271_62 164 HS180_38 105 IS230_46 121 PH080_05 177 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 250 UH130_26 251 UH130_18 246 UH130_16 245 UH130_07 244 UH130_20 247 UH130_01 243 UH130_28 252 UH130_21 248 UH130_32 253 UH130_23 249 JB050_07 123 JB050_20 126 JB050_04 122 JB050_19 125 JB050_34 132 JB050_26 129 JB050_30 131 AF050_07 12 AF050_30 19 AF050_08 13 AF050_38 20 AF050_09 14 AF050_15 15 AF050_16 16 AF050_19 17 AF050_43 21 RD131_25 203 RD131_37 204 RD131_47 205 RD131_17 200 RD131_19 201 AG180_25 29 AG180_33 30 RD131_67 209 RD131_51 206 AT090_16 35 KH040_35 143 RK180_04 210 RK180_12 211 RK180_15 212 KH040_08 137 RK180_29 215 AT090_15 34 AT090_18 36 AG180_11 23 AG180_19 25 AG180_20 26 RD131_04 199 RD131_21 202 HS180_08 100 HS180_60 109 HS180_10 101 HS180_54 108 AF050_20 18 AF050_45 22 JB050_24 127 JB050_25 128 JB050_17 124 JB050_28 130 PH080_27 183 PH080_37 184 PH080_07 178 PH080_26 182 PH080_21 181 PH080_18 180 PH080_38 185 AA060_09 3 AA060_21 4 PH080_11 179 AA060_27 5 LW271_06 155 MS291_22 172 MS291_25 174 MS291_29 175 MS291_14 170 MS291_16 171 MS291_23 173 KH040_22 140 MS291_09 168 RA050_17 192 UB160_37 239 DM310_04 56 DM310_28 59 KH040_02 134 DM310_17 57 DM310_29 60 DM310_31 61 DM310_38 63 DM310_42 64 DM310_33 62 DM310_45 65 DM310_26 58 DM310_49 66 AA060_40 8 KH040_15 138 KH040_23 141 KH040_21 139 KH040_26 142 KH040_06 136 LW271_28 159 RK180_31 216 RK180_49 220 KH040_01 133 MS291_13 169 MS291_36 176 MS291_06 167 RL220_33 226 RL220_39 229 RL220_04 221 RL220_44 230 RL220_21 224 RL220_17 223 ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 ER140_40 77 HH100_35 94 HH100_37 95 HH100_50 99 HH100_16 92 HH100_18 93 HH100_44 98 LD280_16 149 LD280_21 151 LD280_10 148 LD280_28 153 LD280_06 145 LD280_25 152 LD280_07 146 LD280_20 150 LD280_08 147 LD280_02 144 LD280_39 154 GB300_00 78 GB300_03 79 GB300_21 81 GB300_42 88 GB300_28 83 GB300_35 86 GB300_29 84 GB300_27 82 GB300_30 85 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 ER140_04 67 ER140_28 72 GB300_11 80 GB300_41 87 MS291_04 166 AT090_50 42 DK040_31 48 DK040_59 53 DK040_29 47 DK040_78 55 AA060_54 10 AA060_47 9 LW271_42 161 UB160_25 235 UB160_26 236 AT090_58 43 AT090_61 44 RA050_27 193 RA050_48 197 UB160_32 237 RA050_33 194 UB160_46 242 UB160_01 232 UB160_36 238 UB160_45 241 UB160_10 234 UB160_08 233 RA050_10 190 UB160_41 240 RA050_39 195 RA050_46 196 LW271_23 158 RA050_14 191 RA050_50 198 RA050_05 188 RD131_55 207 RD131_63 208 AT090_20 37 AT090_26 38 AT090_40 40 AT090_44 41 AT090_28 39

779 5:0?+,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ HS180_38 105 HS180_60 109 HS180_14 102 HS180_41 107 HS180_21 103 HS180_08 100 HS180_10 101 HS180_54 108 HH100_05 89 HS180_39 106 AF050_20 18 AF050_45 22 MS291_36 176 MS291_06 167 KH040_01 133 RK180_45 218 RK180_46 219 RK180_22 213 RK180_39 217 DM310_49 66 KH040_02 134 KH040_05 135 RL220_17 223 DM310_04 56 LD280_21 151 LD280_39 154 GB300_30 85 GB300_35 86 GB300_27 82 GB300_28 83 GB300_29 84 GB300_21 81 GB300_42 88 HH100_35 94 HH100_37 95 HH100_50 99 UH130_24 250 UH130_26 251 UH130_18 246 UH130_16 245 UH130_28 252 UH130_07 244 UH130_20 247 UH130_01 243 UH130_21 248 UH130_32 253 UH130_23 249 AT090_15 34 AG180_35 31 AG180_37 32 AG180_21 27 AG180_11 23 AG180_19 25 AG180_13 24 AG180_20 26 AG180_23 28 AG180_41 33 HH100_15 91 HH100_43 97 HH100_41 96 HH100_12 90 JB050_26 129 JB050_30 131 JB050_07 123 JB050_20 126 JB050_04 122 JB050_19 125 JB050_34 132 AF050_07 12 AF050_30 19 AF050_08 13 AF050_15 15 AF050_09 14 AF050_38 20 AF050_16 16 AF050_19 17 AF050_43 21 RD131_25 203 RD131_37 204 RD131_47 205 RD131_19 201 AG180_25 29 AG180_33 30 RD131_67 209 RD131_17 200 RD131_51 206 RD131_04 199 RD131_21 202 AT090_16 35 KH040_35 143 AT090_58 43 AT090_61 44 RK180_04 210 RK180_12 211 RK180_15 212 KH040_08 137 RK180_29 215 HS180_36 104 HS180_63 110 JB050_24 127 JB050_25 128 JB050_28 130 JB050_17 124 AA060_27 5 LW271_06 155 RA050_14 191 RA050_50 198 RA050_05 188 RA050_39 195 RA050_46 196 LW271_23 158 AA060_21 4 PH080_11 179 AA060_09 3 PH080_27 183 PH080_37 184 PH080_07 178 PH080_26 182 PH080_21 181 PH080_18 180 PH080_38 185 RA050_07 189 UB160_26 236 RA050_10 190 RA050_17 192 UB160_41 240 UB160_37 239 UB160_08 233 UB160_25 235 UB160_36 238 UB160_45 241 UB160_10 234 RA050_33 194 UB160_46 242 UB160_01 232 KH040_15 138 KH040_23 141 KH040_21 139 KH040_06 136 MS291_22 172 MS291_25 174 MS291_29 175 MS291_16 171 MS291_14 170 MS291_23 173 RA050_48 197 IS230_21 114 IS230_46 121 IS230_29 115 IS230_30 116 IS230_37 117 IS230_43 120 IS230_02 111 IS230_39 118 RL220_33 226 RL220_39 229 RL220_04 221 RL220_44 230 RL220_21 224 GB300_00 78 GB300_03 79 MS291_13 169 DM310_28 59 DM310_33 62 DM310_45 65 DM310_17 57 DM310_29 60 DM310_31 61 DM310_38 63 DM310_42 64 DM310_26 58 KH040_26 142 LW271_28 159 AA060_40 8 RL220_31 225 RL220_34 227 RL220_36 228 IS230_06 112 RL220_53 231 IS230_07 113 IS230_41 119 RK180_31 216 RK180_49 220 KH040_22 140 MS291_09 168 RL220_09 222 AT090_18 36 AT090_20 37 AT090_26 38 AT090_50 42 AT090_40 40 AT090_44 41 AT090_28 39 GB300_11 80 GB300_41 87 DK040_29 47 DK040_78 55 DK040_25 46 DK040_49 50 DK040_51 51 DK040_57 52 DK040_14 45 DK040_37 49 DK040_61 54 DK040_31 48 DK040_59 53 MS291_04 166 LW271_57 162 LW271_59 163 LW271_32 160 LW271_73 165 LW271_10 156 LW271_20 157 PH080_43 187 RK180_27 214 PH080_40 186 LD280_07 146 LD280_20 150 LD280_10 148 LD280_28 153 LD280_06 145 LD280_25 152 LD280_02 144 LD280_08 147 LD280_16 149 HH100_16 92 HH100_18 93 HH100_44 98 ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 ER140_40 77 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 ER140_04 67 ER140_28 72 RA050_27 193 UB160_32 237 LW271_62 164 PH080_05 177 AA060_54 10 AA060_47 9 AA060_06 1 AA060_07 2 AA060_32 6 AA060_59 11 LW271_42 161 AA060_39 7 RD131_55 207 RD131_63 208

77? 5:22+ +,+ JB050_26 129 JB050_19 125 JB050_07 123 JB050_20 126 JB050_34 132 RK180_22 213 RK180_39 217 RK180_45 218 RK180_31 216 KH040_01 133 MS291_14 170 MS291_23 173 MS291_16 171 KH040_22 140 KH040_06 136 KH040_23 141 KH040_15 138 LW271_62 164 PH080_05 177 AA060_47 9 HH100_35 94 HH100_37 95 HH100_50 99 HH100_16 92 HH100_44 98 ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 HH100_18 93 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ KH040_05 135 RK180_49 220 MS291_29 175 AA060_06 1 AA060_59 11 AA060_07 2 ER140_40 77 MS291_04 166 MS291_09 168 UH130_24 250 UH130_26 251 UH130_32 253 UH130_28 252 UH130_21 248 UH130_07 244 UH130_20 247 UH130_01 243 UH130_18 246 UH130_23 249 UH130_16 245 AG180_35 31 AG180_37 32 AG180_25 29 AG180_33 30 RD131_51 206 RD131_19 201 RD131_67 209 RD131_25 203 RD131_47 205 RD131_37 204 AG180_21 27 AG180_23 28 AG180_13 24 AG180_20 26 AG180_11 23 AG180_19 25 AG180_41 33 AT090_15 34 AT090_18 36 LW271_32 160 LW271_73 165 LW271_57 162 LW271_59 163 LW271_10 156 LW271_20 157 PH080_40 186 PH080_43 187 RA050_07 189 AF050_19 17 AF050_20 18 AF050_09 14 AF050_15 15 AF050_08 13 AF050_38 20 AF050_43 21 AF050_30 19 RD131_17 200 AF050_45 22 HH100_15 91 HH100_43 97 HH100_12 90 HH100_05 89 HH100_41 96 JB050_24 127 JB050_25 128 JB050_28 130 JB050_30 131 JB050_17 124 AF050_07 12 AF050_16 16 JB050_04 122 RK180_46 219 IS230_21 114 IS230_46 121 RL220_21 224 IS230_02 111 IS230_39 118 IS230_37 117 IS230_43 120 IS230_07 113 IS230_41 119 RL220_17 223 RL220_44 230 RL220_33 226 RL220_39 229 RL220_04 221 IS230_06 112 RL220_53 231 RL220_34 227 RL220_36 228 RL220_31 225 RL220_09 222 DM310_28 59 DM310_49 66 DM310_42 64 KH040_02 134 LW271_23 158 PH080_38 185 DM310_26 58 DM310_38 63 DM310_04 56 DM310_33 62 DM310_45 65 DM310_17 57 DM310_29 60 DM310_31 61 KH040_26 142 LW271_28 159 LW271_42 161 PH080_11 179 PH080_37 184 PH080_21 181 PH080_07 178 PH080_26 182 PH080_27 183 RA050_39 195 RA050_46 196 PH080_18 180 UB160_08 233 UB160_10 234 UB160_45 241 UB160_46 242 UB160_36 238 UB160_25 235 UB160_26 236 RK180_27 214 RA050_17 192 UB160_41 240 AA060_40 8 RA050_10 190 UB160_37 239 MS291_22 172 MS291_25 174 AA060_32 6 AA060_54 10 RA050_14 191 RA050_27 193 KH040_21 139 UB160_32 237 RA050_05 188 RA050_50 198 AA060_27 5 LW271_06 155 AA060_09 3 AA060_21 4 RA050_33 194 UB160_01 232 RA050_48 197 AA060_39 7 AT090_40 40 AT090_44 41 DK040_31 48 DK040_61 54 LD280_02 144 LD280_06 145 LD280_25 152 LD280_28 153 LD280_10 148 LD280_07 146 LD280_20 150 LD280_08 147 LD280_16 149 LD280_39 154 LD280_21 151 ER140_04 67 ER140_28 72 GB300_27 82 GB300_42 88 GB300_21 81 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 GB300_30 85 GB300_35 86 GB300_28 83 GB300_29 84 GB300_11 80 GB300_41 87 GB300_03 79 GB300_00 78 IS230_29 115 IS230_30 116 MS291_36 176 MS291_13 169 MS291_06 167 DK040_49 50 DK040_51 51 DK040_14 45 DK040_37 49 DK040_59 53 DK040_78 55 DK040_57 52 DK040_29 47 DK040_25 46 AT090_20 37 AT090_26 38 AT090_28 39 HS180_36 104 HS180_63 110 KH040_08 137 RK180_04 210 RK180_29 215 KH040_35 143 AT090_16 35 AT090_50 42 RK180_12 211 RK180_15 212 AT090_58 43 AT090_61 44 HS180_39 106 RD131_55 207 RD131_63 208 RD131_04 199 RD131_21 202 HS180_38 105 HS180_60 109 HS180_14 102 HS180_41 107 HS180_21 103 HS180_08 100 HS180_10 101 HS180_54 108

778 5:>2+ +,+ AF050_07 12 AF050_30 19 AA060_09 3 AF050_19 17 PH080_21 181 PH080_26 182 PH080_07 178 LW271_10 156 DK040_14 45 LW271_57 162 DK040_37 49 LW271_59 163 AT090_50 42 DK040_31 48 RL220_21 224 ER140_04 67 ER140_28 72 HH100_35 94 HH100_50 99 HH100_37 95 HH100_44 98 AA060_21 4 DK040_59 53 LD280_02 144 PH080_11 179 HH100_12 90 AT090_28 39 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 250 UH130_26 251 JB050_04 122 JB050_19 125 JB050_34 132 UH130_18 246 UH130_28 252 AF050_43 21 JB050_07 123 JB050_26 129 JB050_30 131 HH100_43 97 HH100_15 91 HH100_41 96 HS180_14 102 HS180_41 107 HS180_21 103 HS180_38 105 HS180_08 100 HS180_54 108 UH130_07 244 UH130_20 247 UH130_01 243 UH130_16 245 HS180_60 109 RK180_15 212 RK180_29 215 RK180_12 211 AG180_13 24 AG180_20 26 AG180_19 25 AG180_11 23 AG180_23 28 AG180_37 32 AG180_41 33 KH040_08 137 AG180_21 27 AG180_35 31 RD131_04 199 RK180_27 214 DM310_04 56 DM310_28 59 KH040_22 140 RL220_34 227 LW271_06 155 PH080_18 180 RL220_31 225 MS291_23 173 MS291_09 168 HS180_39 106 RL220_36 228 HS180_63 110 RK180_31 216 IS230_29 115 IS230_30 116 IS230_06 112 IS230_07 113 IS230_02 111 IS230_21 114 RA050_05 188 RA050_46 196 RA050_39 195 RD131_17 200 RD131_37 204 RD131_25 203 AF050_15 15 AF050_16 16 AF050_08 13 AF050_09 14 AF050_38 20 PH080_27 183 PH080_37 184 PH080_38 185 RD131_19 201 RK180_46 219 AA060_27 5 RA050_14 191 RK180_49 220 RD131_67 209 RL220_53 231 AG180_25 29 AG180_33 30 IS230_41 119 JB050_20 126 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 RL220_09 222 ER140_17 70 ER140_22 71 ER140_07 68 ER140_11 69 ER140_40 77 AA060_40 8 RD131_47 205 RL220_17 223 RK180_22 213 RK180_39 217 AT090_15 34 IS230_37 117 IS230_43 120 IS230_39 118 RD131_51 206 UH130_21 248 UH130_32 253 RD131_21 202 UH130_23 249 HS180_10 101 KH040_35 143 RK180_04 210 PH080_40 186 AT090_16 35 AT090_26 38 GB300_41 87 LW271_20 157 GB300_11 80 AT090_20 37 DK040_57 52 DK040_29 47 DK040_78 55 LW271_32 160 PH080_43 187 DK040_25 46 LW271_73 165 DK040_49 50 DK040_51 51 DK040_61 54 UB160_10 234 UB160_45 241 RA050_33 194 RA050_50 198 AT090_58 43 LW271_23 158 RA050_07 189 IS230_46 121 RA050_17 192 MS291_14 170 RA050_10 190 RA050_48 197 UB160_37 239 KH040_01 133 RK180_45 218 MS291_13 169 MS291_36 176 MS291_04 166 MS291_06 167 KH040_05 135 KH040_21 139 KH040_26 142 RL220_33 226 RL220_39 229 KH040_02 134 DM310_17 57 DM310_29 60 DM310_31 61 DM310_45 65 MS291_29 175 KH040_23 141 MS291_22 172 MS291_25 174 KH040_15 138 RL220_44 230 DM310_26 58 DM310_49 66 AT090_18 36 LW271_28 159 MS291_16 171 KH040_06 136 GB300_00 78 GB300_03 79 LD280_16 149 GB300_28 83 GB300_29 84 GB300_21 81 GB300_42 88 GB300_35 86 DM310_33 62 LD280_10 148 LD280_21 151 LD280_06 145 LD280_07 146 LD280_20 150 LD280_28 153 LD280_39 154 LD280_25 152 HH100_16 92 HH100_18 93 LD280_08 147 DM310_38 63 DM310_42 64 GB300_27 82 GB300_30 85 RL220_04 221 AT090_40 40 AT090_44 41 UB160_26 236 UB160_32 237 RD131_55 207 RD131_63 208 JB050_24 127 JB050_25 128 AF050_20 18 JB050_17 124 JB050_28 130 HH100_05 89 AA060_54 10 LW271_62 164 PH080_05 177 AA060_47 9 AF050_45 22 HS180_36 104 AA060_06 1 AA060_07 2 LW271_42 161 AA060_39 7 UB160_25 235 UB160_36 238 UB160_46 242 UB160_08 233 AA060_32 6 AA060_59 11 UB160_01 232 RA050_27 193 UB160_41 240 AT090_61 44

77F 5:90 +E,+ JB050_28 130 UH130_16 245 JB050_30 131 LW271_28 159 RD131_17 200 RD131_47 205 RD131_25 203 LW271_62 164 RD131_19 201 RD131_37 204 DM310_45 65 RL220_39 229 RL220_34 227 RL220_44 230 PH080_37 184 PH080_38 185 MS291_13 169 DM310_28 59 AA060_27 5 AA060_59 11 DK040_31 48 PH080_40 186 DK040_51 51 PH080_43 187 DK040_57 52 RD131_63 208 RK180_12 211 RD131_04 199 RD131_55 207 AG180_19 25 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ KH040_22 140 LW271_23 158 RD131_51 206 JB050_17 124 AA060_07 2 KH040_26 142 DM310_31 61 UB160_08 233 RK180_04 210 AG180_20 26 UB160_25 235 GB300_00 78 UH130_24 250 RD131_67 209 AG180_35 31 GB300_27 82 UH130_26 251 AF050_30 19 LW271_06 155 PH080_18 180 MS291_16 171 MS291_36 176 GB300_29 84 GB300_21 81 AF050_16 16 PH080_21 181 MS291_06 167 GB300_35 86 LD280_25 152 PH080_26 182 MS291_09 168 GB300_03 79 LD280_39 154 PH080_27 183 MS291_25 174 GB300_28 83 UH130_21 248 AF050_15 15 PH080_11 179 PH080_07 178 MS291_23 173 MS291_04 166 GB300_42 88 GB300_30 85 AF050_38 20 PH080_05 177 MS291_22 172 GB300_41 87 JB050_24 127 RK180_49 220 HS180_54 108 GB300_11 80 LD280_02 144 JB050_26 129 HS180_60 109 RK180_27 214 UH130_32 253 UH130_23 249 UB160_46 242 UB160_32 237 HS180_08 100 HS180_10 101 RK180_29 215 DK040_59 53 JB050_04 122 UB160_45 241 HS180_14 102 DK040_29 47 JB050_20 126 UB160_01 232 HS180_38 105 DK040_37 49 JB050_07 123 ER140_17 70 KH040_02 134 KH040_21 139 HS180_41 107 RA050_39 195 LW271_10 156 LW271_32 160 ER140_22 71 AT090_18 36 UB160_37 239 LW271_57 162 ER140_40 77 KH040_23 141 RL220_09 222 LW271_73 165 LW271_42 161 KH040_01 133 RL220_21 224 DK040_78 55 ER140_07 68 ER140_11 69 KH040_15 138 JB050_34 132 RA050_33 194 HS180_21 103 DK040_49 50 DK040_61 54 LD280_16 149 HH100_37 95 HS180_36 104 AT090_20 37 LD280_28 153 HH100_50 99 IS230_29 115 AT090_28 39 AF050_07 12 HH100_44 98 IS230_30 116 AT090_26 38 LD280_06 145 LD280_20 150 HH100_16 92 HH100_35 94 IS230_46 121 RA050_46 196 AT090_44 41 LW271_20 157 UH130_07 244 UH130_20 247 HH100_18 93 RL220_53 231 IS230_41 119 IS230_37 117 AT090_40 40 UH130_01 243 AG180_21 27 IS230_06 112 UH130_18 246 LD280_10 148 AG180_37 32 KH040_08 137 IS230_43 120 MS291_14 170 AF050_19 17 AA060_06 1 MS291_29 175 KH040_05 135 AA060_32 6 AA060_40 8 KH040_06 136 AG180_41 33 IS230_02 111 ER140_38 75 ER140_39 76 IS230_39 118 UB160_36 238 IS230_21 114 RA050_48 197 ER140_30 73 UB160_41 240 RA050_50 198 ER140_31 74 RL220_04 221 RA050_10 190 RK180_45 218 RK180_46 219 RL220_17 223 RL220_31 225 RA050_14 191 RA050_07 189 AF050_45 22 RL220_36 228 AT090_15 34 JB050_25 128 RL220_33 226 RA050_05 188 AF050_09 14 AA060_21 4 AG180_23 28 AF050_20 18 AF050_08 13 UB160_10 234 AT090_61 44 UB160_26 236 DK040_14 45 ER140_04 67 AA060_47 9 LW271_59 163 LD280_08 147 AA060_54 10 DK040_25 46 LD280_21 151 RA050_27 193 AT090_16 35 ER140_28 72 HS180_39 106 DM310_26 58 DM310_49 66 AT090_50 42 AG180_11 23 HS180_63 110 RA050_17 192 RK180_15 212 RK180_22 213 AA060_39 7 HH100_05 89 RK180_31 216 IS230_07 113 HH100_43 97 LD280_07 146 UH130_28 252 DM310_33 62 DM310_17 57 HH100_12 90 HH100_41 96 RK180_39 217 DM310_42 64 HH100_15 91 AF050_43 21 AA060_09 3 RD131_21 202 AG180_33 30 DM310_29 60 AT090_58 43 JB050_19 125 AG180_25 29 DM310_38 63 DM310_04 56 AG180_13 24 KH040_35 143

77@ 5:?9 "+ + UB160_32 237 AA060_27 5 LW271_06 155 LW271_62 164 PH080_05 177 AA060_47 9 AA060_54 10 GB300_27 82 GB300_35 86 GB300_29 84 GB300_11 80 GB300_41 87 GB300_00 78 GB300_03 79 DK040_37 49 DK040_49 50 DK040_57 52 DK040_78 55 DK040_51 51 DK040_59 53 DK040_29 47 RA050_14 191 RK180_22 213 DK040_25 46 RA050_27 193 RK180_39 217 AT090_20 37 AA060_06 1 RK180_45 218 AT090_26 38 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ AA060_59 11 AA060_07 2 AA060_32 6 RK180_31 216 KH040_01 133 KH040_05 135 AT090_40 40 AT090_28 39 RK180_12 211 UH130_24 250 UH130_26 251 UH130_32 253 UH130_21 248 UH130_23 249 UH130_16 245 UH130_07 244 UH130_20 247 UH130_01 243 UH130_18 246 UH130_28 252 AG180_35 31 AG180_37 32 AG180_25 29 AG180_33 30 RD131_51 206 RD131_19 201 RD131_67 209 RD131_25 203 RD131_47 205 RD131_37 204 RD131_17 200 UB160_25 235 UB160_26 236 RK180_27 214 HS180_39 106 PH080_40 186 PH080_43 187 AG180_11 23 AG180_19 25 AG180_20 26 AG180_21 27 AG180_23 28 AG180_13 24 AG180_41 33 AT090_15 34 AT090_18 36 AF050_20 18 AF050_45 22 AF050_08 13 AF050_38 20 AF050_09 14 AF050_15 15 AF050_19 17 AF050_43 21 AF050_30 19 JB050_24 127 JB050_25 128 JB050_28 130 JB050_30 131 JB050_17 124 AF050_07 12 AF050_16 16 JB050_07 123 JB050_20 126 JB050_04 122 JB050_26 129 JB050_19 125 JB050_34 132 KH040_06 136 KH040_23 141 KH040_21 139 RA050_05 188 LW271_23 158 PH080_38 185 DM310_17 57 DM310_29 60 DM310_31 61 DM310_38 63 DM310_45 65 DM310_04 56 DM310_33 62 DM310_42 64 DM310_28 59 DM310_49 66 DM310_26 58 KH040_02 134 KH040_15 138 KH040_26 142 LW271_28 159 LW271_42 161 PH080_07 178 PH080_26 182 PH080_27 183 PH080_11 179 PH080_21 181 PH080_37 184 PH080_18 180 RA050_46 196 RA050_50 198 RA050_39 195 RA050_33 194 RA050_48 197 UB160_01 232 RA050_10 190 UB160_45 241 UB160_46 242 UB160_08 233 UB160_10 234 UB160_36 238 RA050_17 192 UB160_41 240 AA060_40 8 UB160_37 239 AA060_09 3 AA060_21 4 KH040_22 140 RA050_07 189 MS291_25 174 MS291_29 175 MS291_22 172 MS291_23 173 MS291_14 170 MS291_16 171 ER140_38 75 ER140_39 76 ER140_30 73 ER140_31 74 ER140_04 67 ER140_28 72 GB300_21 81 GB300_42 88 GB300_28 83 GB300_30 85 RK180_49 220 RL220_31 225 RL220_39 229 RL220_34 227 RL220_36 228 RL220_53 231 RL220_17 223 RL220_44 230 RL220_04 221 IS230_07 113 RL220_33 226 RL220_21 224 RL220_09 222 MS291_13 169 MS291_36 176 MS291_06 167 IS230_06 112 IS230_41 119 IS230_37 117 IS230_43 120 IS230_02 111 IS230_39 118 IS230_29 115 IS230_30 116 IS230_21 114 IS230_46 121 MS291_04 166 MS291_09 168 HH100_15 91 HH100_43 97 HH100_12 90 HH100_05 89 HH100_41 96 AT090_58 43 AT090_61 44 HH100_16 92 HH100_44 98 ER140_17 70 ER140_22 71 HH100_18 93 HH100_50 99 HH100_35 94 HH100_37 95 ER140_07 68 ER140_11 69 ER140_40 77 LD280_07 146 LD280_20 150 LD280_08 147 LD280_02 144 LD280_06 145 LD280_25 152 LD280_28 153 LD280_10 148 LD280_21 151 LD280_16 149 LD280_39 154 RK180_46 219 AT090_44 41 DK040_61 54 DK040_31 48 DK040_14 45 RK180_15 212 KH040_08 137 RK180_04 210 AT090_16 35 AT090_50 42 KH040_35 143 HS180_36 104 HS180_63 110 AA060_39 7 RK180_29 215 LW271_32 160 LW271_73 165 LW271_57 162 LW271_59 163 LW271_10 156 LW271_20 157 RD131_55 207 RD131_63 208 RD131_04 199 RD131_21 202 HS180_14 102 HS180_21 103 HS180_38 105 HS180_60 109 HS180_41 107 HS180_08 100 HS180_10 101 HS180_54 108

701."/./88!6.38!""! HH100_05 144 KH040_15 215 KH040_23 218 KH040_21 216 +WH030_13 345 +WH030_16 346 +WH030_05 343 +WH030_34 348 GB300_30 118 +EW180_30 103 ER140_17 92 ER140_22 93 KH040_26 219 +WH030_39 349 ER140_07 90!/0120/88!:0,33! LW271_28 236 KH040_06 213 KH040_22 217 RK180_31 293 RK180_49 297 RK180_22 290 ER140_11 91 ER140_40 99 HH100_35 149 57F,+ MS291_09 245 MS291_22 249 MS291_25 251 MS291_16 248 MS291_14 247 MS291_23 250 +AK140_14 36 +AK140_24 39 +AK140_19 38 RK180_39 294 KH040_01 210 KH040_05 212 RK180_45 295 RK180_46 296 IS230_06 189 IS230_41 196 IS230_07 190 IS230_21 191 HH100_37 150 HH100_50 154 HH100_16 147 HH100_18 148 HH100_44 153 LD280_08 224 LD280_16 226 LD280_39 231 +IO181_08 178 Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 338 UH130_26 339 UH130_18 334 UH130_16 333 UH130_07 332 UH130_20 335 UH130_01 331 UH130_28 340 UH130_21 336 UH130_32 341 UH130_23 337 RD131_25 280 RD131_37 281 RD131_47 282 RD131_19 278 RD131_51 283 JB050_07 200 JB050_20 203 JB050_04 199 JB050_19 202 JB050_34 209 AF050_16 16 RD131_17 277 AF050_07 12 AF050_30 19 AF050_08 13 AF050_38 20 AF050_09 14 AF050_15 15 AF050_43 21 AF050_19 17 AG180_35 31 AG180_37 32 +HB290_15 136 AT090_15 45 AT090_18 47 HS180_36 159 HS180_63 165 HS180_39 161 HS180_14 157 HS180_41 162 HS180_21 158 HS180_38 160 HS180_08 155 HS180_60 164 HS180_10 156 HS180_54 163 JB050_26 206 JB050_30 208 JB050_17 201 HH100_15 146 HH100_41 151 HH100_43 152 HH100_12 145 +AK140_41 43 RL220_53 308 RL220_31 302 RL220_34 304 +AK140_02 34 RL220_36 305 +AK140_09 35 +AK140_27 40 +AK140_44 44 RL220_17 300 PH080_38 262 +EW180_18 101 RL220_09 299 PH080_27 260 PH080_37 261 PH080_07 255 PH080_26 259 PH080_21 258 PH080_11 256 PH080_18 257 +AK140_18 37 +AK140_34 42 +AK140_30 41 +EW180_01 100 +EW180_28 102 +EW180_36 104 +EW180_55 110 +EW180_37 105 +EW180_44 108 AG180_25 29 AG180_33 30 RD131_67 286 +HB290_33 142 +HB290_37 143 +HB290_22 140 +HB290_32 141 +IH280_05 167 +IH280_20 175 +IH280_07 168 +IH280_16 173 +IH280_13 172 +IH280_21 176 +IH280_12 171 +HB290_12 135 +IH280_19 174 +IH280_10 169 +IH280_11 170 AA060_09 3 AA060_21 4 AA060_27 5 LW271_06 232 LW271_23 235 RA050_39 272 RA050_17 269 +WH030_41 350 +WH030_50 352 +WH030_04 342 +WH030_07 344 IS230_46 198 IS230_37 194 IS230_43 197 IS230_39 195 IS230_02 188 IS230_29 192 IS230_30 193 MS291_13 246 MS291_36 253 MS291_06 244 +EW180_40 106 +EW180_45 109 +EW180_41 107 RL220_33 303 RL220_39 306 RL220_04 298 RL220_44 307 RL220_21 301 MS291_29 252 DM310_26 80 DM310_49 88 DM310_17 79 DM310_29 82 DM310_31 83 DM310_38 85 DM310_42 86 DM310_33 84 DM310_45 87 DM310_04 78 DM310_28 81 KH040_02 211 +IH280_03 166 AA060_40 8 ER140_04 89 ER140_28 94 +GG060_05 123 ER140_38 97 ER140_39 98 ER140_30 95 ER140_31 96 +GG060_08 125 +GG060_16 128 +GG060_24 130 +GG060_22 129 +GG060_32 131 +GG060_09 126 +GG060_13 127 +GG060_07 124 +GG060_01 122 +GG060_33 132 GB300_00 111 GB300_03 112 GB300_21 114 GB300_42 121 GB300_28 116 GB300_35 119 GB300_29 117 GB300_27 115 LD280_21 228 LD280_07 223 LD280_20 227 LD280_10 225 LD280_28 230 LD280_06 222 LD280_25 229 LD280_02 221 +WH030_30 347 +WH030_48 351 DK040_29 69 DK040_78 77 DK040_25 68 UB160_37 327 +HB290_01 133 +HB290_10 134 +HB290_18 138 DK040_49 72 DK040_57 74 DK040_14 67 DK040_37 71 DK040_61 76 AT090_50 53 DK040_31 70 DK040_59 75 +IO181_19 181 +IO181_60 187 +IO181_42 185 +IO181_11 179 +IO181_12 180 +IO181_04 177 +IO181_32 183 +IO181_35 184 +IO181_27 182 +CL010_03 56 +CL010_42 66 +CL010_18 59 +CL010_35 63 +CL010_29 60 +CL010_14 57 +CL010_36 64 +CL010_30 61 +CL010_37 65 +CL010_17 58 +CL010_33 62 DK040_51 73 GB300_11 113 GB300_41 120 MS291_04 243 AT090_20 48 AT090_26 49 AT090_40 51 AT090_44 52 AT090_28 50 LW271_57 239 LW271_59 240 LW271_32 237 LW271_73 242

707 LW271_10 233 LW271_20 234 PH080_43 264 RK180_27 291 +HB290_17 137 PH080_40 263 +HB290_21 139 RA050_07 266 RD131_04 276 RD131_21 279 AG180_11 23 AG180_19 25 50?+,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UB160_36 326 UB160_45 329 UB160_10 322 RA050_33 271 UB160_46 330 RA050_14 268 RA050_50 275 AA060_27 5 LW271_06 232 RA050_39 272 RA050_46 273 LW271_23 235 AA060_09 3 PH080_27 260 PH080_37 261 PH080_07 255 PH080_26 259 PH080_21 258 PH080_38 262 PH080_18 257 KH040_15 215 KH040_23 218 KH040_21 216 KH040_26 219 AG180_20 26 AG180_13 24 AG180_41 33 AG180_23 28 AG180_21 27 RK180_04 287 RK180_12 288 RK180_15 289 AT090_16 46 KH040_35 220 KH040_08 214 RK180_29 292 +IO181_45 186 AF050_20 18 AF050_45 22 JB050_24 204 JB050_25 205 JB050_28 207 AA060_06 1 AA060_07 2 AA060_32 6 AA060_59 11 AA060_39 7 LW271_62 241 PH080_05 254 AA060_54 10 AA060_47 9 LW271_42 238 AT090_58 54 AT090_61 55 RA050_27 270 UB160_32 325 RA050_48 274 UB160_25 323 UB160_26 324 RA050_46 273 RA050_50 275 RA050_14 268 RA050_05 265 RA050_33 271 UB160_46 330 UB160_01 320 UB160_36 326 UB160_45 329 UB160_08 321 UB160_10 322 RA050_10 267 UB160_41 328 RD131_55 284 RD131_63 285 +SU020_06 311 +SU020_19 317 +SU020_17 315 +SU020_22 318 +SU020_08 313 +SU020_15 314 +SU020_18 316 +SU020_07 312 +SU020_23 319 +SU020_04 310 +SU020_03 309 UH130_24 338 UH130_26 339 UH130_18 334 UH130_28 340 UH130_16 333 UH130_07 332 UH130_20 335 UH130_01 331 UH130_21 336 UH130_32 341 UH130_23 337 AT090_15 45 RD131_25 280 RD131_37 281 RD131_47 282 RD131_19 278 RD131_51 283 AG180_11 23 AG180_19 25 AG180_13 24 AG180_20 26 AG180_41 33 AG180_23 28 AG180_21 27 AG180_35 31 AG180_37 32 RK180_27 291 JB050_26 206 JB050_30 208 JB050_17 201 HH100_15 146 HH100_43 152 HH100_41 151 HH100_12 145 HH100_05 144 HS180_38 160 HS180_60 164 HS180_14 157 HS180_41 162 HS180_21 158 HS180_08 155 HS180_10 156 HS180_54 163 RD131_04 276 RD131_21 279 AT090_58 54 AT090_61 55 AT090_16 46 KH040_35 220 RK180_04 287 RK180_12 288 RK180_15 289 KH040_08 214 RK180_29 292 HS180_36 159 HS180_63 165 HS180_39 161 RA050_10 267 UB160_41 328 RA050_17 269 RA050_48 274 UB160_08 321 UB160_25 323 RA050_05 265 JB050_07 200 JB050_20 203 JB050_04 199 JB050_19 202 JB050_34 209 AF050_08 13 AF050_15 15 AF050_09 14 AF050_38 20 AF050_43 21 AF050_19 17 AF050_16 16 RD131_17 277 AF050_07 12 AF050_30 19 +HB290_33 142 +HB290_37 143 +HB290_22 140 +HB290_32 141 +HB290_15 136 AG180_25 29 AG180_33 30 RD131_67 286 +IH280_05 167 +IH280_20 175 +HB290_12 135 +IH280_19 174 +IH280_07 168 +IH280_16 173 +IH280_13 172 +IH280_21 176 +IH280_10 169 +IH280_11 170 +IH280_12 171 +AK140_44 44 RL220_17 300 +AK140_27 40 +EW180_28 102 +EW180_36 104 +EW180_01 100 +EW180_55 110 +EW180_44 108 RL220_36 305 +EW180_37 105 +AK140_41 43 IS230_06 189 IS230_41 196 +AK140_14 36 +AK140_24 39 +AK140_19 38 RL220_53 308 +AK140_02 34 RL220_31 302 RL220_34 304 +AK140_09 35 +AK140_18 37 +AK140_34 42 +AK140_30 41 +EW180_18 101 RL220_09 299 AA060_21 4 PH080_11 256 LW271_28 236 KH040_06 213 MS291_22 249 MS291_25 251 +EW180_30 103 MS291_16 248 KH040_22 217 MS291_14 247 MS291_23 250 MS291_09 245 +SU020_03 309 +SU020_15 314 +SU020_18 316 +SU020_07 312 +SU020_23 319 MS291_04 243 +SU020_04 310 AT090_18 47 DM310_04 78 DM310_28 81 +IH280_03 166 DM310_49 88 KH040_02 211 KH040_05 212 DM310_33 84 DM310_45 87 DM310_17 79 DM310_29 82 DM310_31 83 DM310_38 85 DM310_42 86 DM310_26 80 AA060_40 8 GB300_00 111 GB300_03 112 MS291_13 246 MS291_36 253 MS291_06 244 +EW180_40 106 +EW180_45 109 +EW180_41 107 RL220_33 303 RL220_39 306 RL220_04 298 RL220_44 307 RL220_21 301 MS291_29 252 RK180_22 290 RK180_39 294 IS230_21 191 IS230_46 198 IS230_29 192 IS230_30 193 IS230_37 194 IS230_43 197 IS230_02 188 IS230_39 195 IS230_07 190 RK180_31 293 RK180_49 297 KH040_01 210 RK180_45 295 RK180_46 296

700 +WH030_30 347 +WH030_48 351 GB300_11 113 GB300_41 120 DK040_29 69 DK040_78 77 DK040_25 68 +WH030_41 350 +WH030_50 352 +WH030_13 345 +WH030_16 346 +WH030_05 343 ER140_17 92 ER140_22 93 ER140_07 90 ER140_11 91 ER140_40 99 HH100_35 149 HH100_37 150 HH100_50 154 HH100_44 153 HH100_16 147 HH100_18 148 +CL010_03 56 522+ +,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ JB050_26 206 JB050_07 200 JB050_20 203 JB050_34 209 JB050_19 202 AF050_30 19 +EW180_18 101 AF050_19 17 AF050_20 18 AF050_09 14 AF050_15 15 AF050_08 13 +WH030_34 348 +CL010_42 66 UH130_24 338 AF050_38 20 +WH030_39 349 +CL010_18 59 UH130_26 339 AF050_43 21 +WH030_04 342 +CL010_35 63 UH130_32 341 AF050_45 22 +WH030_07 344 +CL010_29 60 UH130_18 334 KH040_06 213 UB160_37 327 LD280_08 224 UH130_28 340 KH040_23 218 ER140_38 97 LD280_16 226 UH130_21 336 KH040_21 216 ER140_39 98 LD280_39 231 UH130_16 333 UB160_32 325 ER140_30 95 GB300_28 116 UH130_07 332 KH040_15 215 ER140_31 96 GB300_29 117 UH130_20 335 RA050_05 265 ER140_04 89 GB300_21 114 UH130_01 331 RA050_50 275 ER140_28 94 GB300_42 121 UH130_23 337 AA060_27 5 +GG060_05 123 GB300_30 118 AG180_35 31 LW271_06 232 +GG060_16 128 GB300_35 119 AG180_37 32 LW271_62 241 +GG060_24 130 GB300_27 115 AG180_25 29 PH080_05 254 +GG060_32 131 +GG060_08 125 AG180_33 30 AA060_54 10 +GG060_22 129 LW271_57 239 RD131_51 283 AA060_47 9 +GG060_09 126 LW271_59 240 RD131_19 278 RA050_14 268 +GG060_13 127 LW271_32 237 RD131_67 286 RA050_27 270 +GG060_07 124 LW271_73 242 RD131_25 280 AA060_06 1 +GG060_01 122 LW271_10 233 RD131_47 282 AA060_59 11 +GG060_33 132 PH080_43 264 RD131_37 281 AA060_07 2 AT090_26 49 LW271_20 234 RD131_17 277 AA060_32 6 AT090_50 53 +HB290_17 137 AG180_21 27 AA060_39 7 AT090_20 48 PH080_40 263 AG180_23 28 GB300_11 113 AT090_40 51 +HB290_21 139 AG180_13 24 GB300_41 120 AT090_44 52 RA050_07 266 AG180_20 26 GB300_03 112 +IO181_45 186 UB160_26 324 AG180_11 23 GB300_00 111 AT090_28 50 +SU020_08 313 AG180_19 25 IS230_29 192 +IO181_08 178 +SU020_22 318 AG180_41 33 IS230_30 193 LD280_21 228 +SU020_06 311 AT090_15 45 MS291_36 253 LD280_07 223 +SU020_19 317 AT090_18 47 MS291_13 246 LD280_20 227 +SU020_17 315 LW271_32 237 MS291_06 244 +IO181_04 177 AF050_20 18 LW271_73 242 RK180_22 290 LD280_10 225 AF050_45 22 LW271_57 239 RK180_39 294 LD280_28 230 JB050_24 204 LW271_59 240 RK180_31 293 LD280_06 222 JB050_25 205 LW271_10 233 RK180_45 295 LD280_25 229 JB050_28 207 LW271_20 234 +WH030_41 350 LD280_02 221 LW271_62 241 PH080_40 263 +WH030_50 352 +IO181_32 183 PH080_05 254 PH080_43 264 +WH030_13 345 +IO181_35 184 AA060_54 10 +HB290_15 136 +WH030_39 349 +IO181_19 181 AA060_47 9 +HB290_21 139 +WH030_16 346 +IO181_60 187 RA050_27 270 RA050_07 266 +WH030_04 342 +IO181_42 185 UB160_01 320 AT090_16 46 +WH030_30 347 +IO181_27 182 AA060_32 6 AT090_50 53 +WH030_07 344 DK040_31 70 AA060_59 11 RK180_12 288 +WH030_05 343 DK040_59 75 AA060_06 1 RK180_15 289 +WH030_34 348 DK040_14 67 AA060_07 2 AT090_58 54 +WH030_48 351 DK040_37 71 LW271_42 238 AT090_61 55 RK180_46 296 DK040_61 76 AA060_39 7 HH100_15 146 IS230_21 191 DK040_49 72 UB160_32 325 HH100_43 152 IS230_46 198 DK040_51 73 RD131_55 284 HH100_12 145 RL220_21 301 DK040_57 74 +CL010_14 57 +CL010_36 64 +CL010_30 61 +CL010_37 65 +CL010_17 58 +CL010_33 62 +IO181_11 179 +IO181_12 180 +HB290_01 133 +HB290_10 134 +HB290_18 138 RD131_63 285 HH100_05 144 HH100_41 151 HS180_39 161 +IO181_45 186 JB050_24 204 JB050_25 205 JB050_28 207 JB050_30 208 JB050_17 201 AF050_07 12 AF050_16 16 JB050_04 199 IS230_02 188 IS230_39 195 IS230_37 194 IS230_43 197 IS230_07 190 IS230_41 196 +AK140_02 34 +AK140_19 38 +AK140_09 35 IS230_06 189 RL220_53 308 RL220_17 300

702 RL220_44 307 +AK140_27 40 +AK140_44 44 RL220_33 303 RL220_39 306 +AK140_41 43 RL220_04 298 +AK140_24 39 +AK140_14 36 RL220_31 302 RL220_09 299 +AK140_30 41 +AK140_34 42 +AK140_18 37 +EW180_37 105 +EW180_44 108 RL220_34 304 RL220_36 305 MS291_29 252 +EW180_01 100 +EW180_28 102 +EW180_36 104 +EW180_55 110 +EW180_40 106 +EW180_45 109 +EW180_41 107 RA050_33 271 UB160_01 320 RA050_48 274 AA060_09 3 AA060_21 4 RA050_10 267 KH040_26 219 LW271_28 236 LW271_42 238 PH080_07 255 PH080_26 259 PH080_11 256 PH080_37 261 PH080_21 258 PH080_27 260 RA050_39 272 RA050_46 273 PH080_18 257 RA050_17 269 UB160_41 328 AA060_40 8 UB160_37 327 UB160_08 321 UB160_10 322 UB160_45 329 UB160_46 330 UB160_36 326 UB160_25 323 UB160_26 324 RK180_27 291 KH040_01 210 KH040_05 212 RK180_49 297 +HB290_33 142 +HB290_37 143 +HB290_22 140 +HB290_32 141 +IH280_03 166 +IH280_10 169 +IH280_11 170 +IH280_12 171 DM310_17 79 DM310_29 82 DM310_31 83 DM310_04 78 DM310_33 84 DM310_45 87 LW271_23 235 PH080_38 262 DM310_26 80 DM310_38 85 DM310_42 86 KH040_02 211 +IH280_13 172 +IH280_16 173 +IH280_07 168 +IH280_19 174 DM310_28 81 DM310_49 88 +IH280_05 167 +IH280_20 175 +HB290_12 135 +IH280_21 176 AT090_40 51 AT090_44 52 DK040_31 70 DK040_61 76 +IO181_35 184 +IO181_42 185 +IO181_19 181 +IO181_60 187 +IO181_27 182 +IO181_32 183 LD280_02 221 LD280_06 222 LD280_25 229 LD280_28 230 LD280_10 225 +HB290_17 137 HH100_35 149 HH100_37 150 ER140_17 92 ER140_22 93 ER140_07 90 ER140_11 91 HH100_18 148 HH100_50 154 ER140_40 99 LD280_16 226 LD280_39 231 LD280_21 228 +CL010_03 56 +CL010_42 66 +CL010_18 59 +CL010_35 63 +CL010_29 60 +CL010_14 57 +CL010_36 64 +CL010_30 61 +CL010_37 65 +CL010_17 58 HH100_16 147 HH100_44 153 DK040_59 75 DK040_78 77 DK040_57 74 DK040_29 69 DK040_25 68 DK040_49 72 DK040_51 73 DK040_14 67 DK040_37 71 +HB290_01 133 +HB290_10 134 +HB290_18 138 +CL010_33 62 LD280_07 223 LD280_20 227 LD280_08 224 +IO181_08 178 +IO181_11 179 +IO181_12 180 +IO181_04 177 MS291_22 249 MS291_25 251 MS291_14 247 MS291_23 250 MS291_16 248 KH040_22 217 ER140_04 89 ER140_28 94 +GG060_05 123 GB300_21 114 GB300_42 121 ER140_38 97 ER140_39 98 ER140_30 95 ER140_31 96 +GG060_08 125 GB300_30 118 GB300_35 119 GB300_28 116 GB300_27 115 GB300_29 117 +EW180_30 103 +GG060_01 122 +GG060_33 132 +GG060_09 126 +GG060_13 127 +GG060_24 130 +GG060_32 131 +GG060_07 124 +GG060_16 128 +GG060_22 129 +SU020_08 313 +SU020_22 318 +SU020_17 315 +SU020_19 317 +SU020_06 311 +SU020_15 314 +SU020_18 316 +SU020_07 312 +SU020_23 319 +SU020_03 309 +SU020_04 310 MS291_09 245 MS291_04 243 KH040_08 214 KH040_35 220 HS180_36 159 HS180_63 165 RK180_04 287 RK180_29 292 AT090_20 48 AT090_26 49 AT090_28 50 RD131_55 284 RD131_63 285 RD131_04 276 RD131_21 279 HS180_38 160 HS180_60 164 HS180_14 157 HS180_41 162 HS180_21 158 HS180_08 155 HS180_10 156 HS180_54 163

70> 5>2+ +,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ ER140_30 329 ER140_31 352 ER140_38 152 ER140_39 328 KH040_06 31 +EW180_37 149 +EW180_18 327 RL220_09 10 ER140_11 154 ER140_07 331 ER140_22 153 ER140_17 330 HS180_10 302 ER140_40 151 +EW180_45 147 +EW180_40 325 DM310_49 215 +SU020_15 84 +SU020_23 258 AA060_40 233 RK180_39 189 RK180_22 191 RL220_17 186 RD131_47 265 RD131_51 88 AT090_15 231 MS291_16 201 LW271_28 238 KH040_21 206 KH040_05 208 KH040_26 28 RL220_33 8 RL220_39 183 KH040_02 32 RK180_45 12 KH040_01 209 MS291_36 22 MS291_06 203 MS291_13 202 MS291_04 27 IS230_37 35 IS230_43 210 IS230_39 211 +SU020_18 83 +HB290_21 134 AT090_16 54 +HB290_17 135 +SU020_07 85 RK180_04 16 KH040_35 204 PH080_40 269 UH130_21 79 UH130_32 254 RD131_21 90 UH130_23 255 RK180_12 192 LD280_20 103 LD280_06 245 LD280_28 62 LD280_07 105 LD280_10 104 +IO181_04 115 LD280_25 102 LD280_21 279 +IO181_60 110 +IO181_19 113 +HB290_18 311 +IO181_11 114 +IO181_12 290 +IO181_42 111 DM310_38 40 GB300_30 143 GB300_27 144 +CL010_35 157 +CL010_18 159 HH100_16 130 HH100_18 306 LD280_08 281 +CL010_42 332 +CL010_03 337 +CL010_29 335 LD280_16 280 GB300_00 146 GB300_03 322 GB300_28 63 GB300_29 320 GB300_21 321 GB300_42 318 GB300_35 319 RL220_21 9 RL220_04 187 DM310_33 217 +SU020_04 262 DM310_17 43 DM310_29 218 +EW180_30 150 DM310_42 216 DM310_31 41 MS291_29 199 KH040_23 205 DM310_45 39 MS291_22 24 MS291_25 23 RL220_44 6 KH040_15 30 DM310_26 219 LD280_39 278 AT090_18 230 HH100_35 129 HH100_50 303 HH100_37 305 +GG060_24 138 LD280_02 69 HH100_44 127 +GG060_08 140 ER140_28 64 ER140_04 155 +GG060_05 141 +GG060_22 315 +GG060_16 139 +GG060_32 314 +WH030_50 72 +WH030_41 73 DM310_28 42 DM310_04 220 +IH280_03 297 +EW180_41 148 KH040_22 29 RL220_34 184 +WH030_39 250 +IH280_11 295 DK040_14 49 LW271_57 275 DK040_37 47 LW271_59 98 AT090_28 52 +IO181_27 289 +WH030_13 252 +WH030_05 253 +WH030_16 75 DK040_78 44 DK040_29 48 LW271_73 97 LW271_32 276 DK040_25 225 PH080_43 92 +WH030_34 74 LW271_20 277 GB300_41 142 AT090_26 229 GB300_11 145 DK040_31 224 AT090_50 227 AT090_20 53 DK040_57 222 HH100_12 131 +HB290_01 247 +HB290_10 313 LW271_10 101 +CL010_37 156 +CL010_30 158 +CL010_14 160 +CL010_36 333 +CL010_17 336 +CL010_33 334 DK040_51 46 DK040_49 223 DK040_61 221 AA060_54 232 LW271_62 274 +AK140_34 162 +AK140_18 341 +AK140_30 339 AA060_47 56 PH080_05 273 HS180_36 124 +GG060_13 316 +GG060_07 317 +GG060_33 137 +GG060_09 66 RL220_36 7 HS180_39 123 HS180_63 121 RK180_31 13 +GG060_01 71 UH130_07 81 UH130_20 256 UH130_01 70 UH130_16 257 UH130_24 78 UH130_26 241 JB050_19 108 JB050_04 286 UH130_18 80 JB050_34 282 UH130_28 61 JB050_30 106 JB050_26 242 HH100_43 304 HS180_14 125 HS180_41 299 HH100_41 128 HS180_21 301 HS180_38 300 HH100_15 307 HS180_08 126 HS180_54 122 HS180_60 298 AG180_20 169 AG180_13 170 AG180_19 346 AG180_37 166 AG180_23 168 AG180_41 342 KH040_08 207 RK180_27 14 AG180_21 345 AG180_35 343 RK180_15 15 RK180_29 190 RD131_04 268 AG180_11 347 AF050_38 172 AF050_08 175 RD131_37 89 RD131_25 266 +AK140_44 161 JB050_07 109 +AK140_41 338 AF050_43 348 AF050_15 351 AF050_09 67 AF050_16 174 JB050_20 284 RK180_46 188 RD131_19 267 PH080_27 94 PH080_37 270 PH080_38 93 +AK140_27 163 +SU020_03 86 RA050_14 20 AA060_27 58 AF050_07 237 AF050_30 349 AA060_09 59 AF050_19 350 IS230_06 214 +IH280_13 294 +IH280_20 116 +IH280_12 118 IS230_41 34 +IH280_05 120 +IH280_16 117 +IH280_07 296 +IH280_21 292 AG180_25 344 AG180_33 167 +IH280_19 293 +IH280_10 119 LW271_06 68 PH080_18 95 +AK140_02 246 RL220_31 185 MS291_23 200 +AK140_09 243 MS291_09 26 +AK140_19 164 +AK140_24 340 +AK140_14 165 RD131_67 263 RD131_17 91 RL220_53 182 PH080_26 65 PH080_21 271 PH080_07 96 +EW180_28 240 +EW180_36 326 +EW180_01 248 +EW180_55 323 +EW180_44 324 +HB290_12 136 +HB290_33 309 +HB290_22 310 +HB290_37 132 +HB290_32 133 AA060_21 235 PH080_11 272 +HB290_15 312 IS230_29 36

709 IS230_30 212 RK180_49 11 IS230_07 37 IS230_02 38 IS230_21 213 RA050_46 194 RA050_05 198 RA050_39 18 RA050_07 21 LW271_23 100 RA050_48 17 UB160_37 178 IS230_46 33 RA050_17 196 MS291_14 25 RA050_50 193 RA050_10 197 +IO181_32 112 +IO181_35 288 AT090_40 228 +IO181_45 287 +WH030_48 249 +WH030_30 251 AT090_44 51 +IO181_08 291 AA060_06 176 AA060_07 236 LW271_42 99 AA060_39 57 UB160_26 3 RA050_27 19 UB160_32 179 UB160_10 4 UB160_45 177 RA050_33 195 AT090_58 50 UB160_36 2 UB160_25 180 UB160_08 181 AA060_59 55 AA060_32 234 UB160_01 5 UB160_46 60 DK040_59 45 +WH030_07 76 +WH030_04 77 UB160_41 1 AT090_61 226 +SU020_06 244 +SU020_19 259 +SU020_22 82 AF050_45 171 +SU020_08 261 +SU020_17 260 RD131_63 87 RD131_55 264 JB050_24 107 JB050_25 283 JB050_28 239 AF050_20 173 JB050_17 285 HH100_05 308 590 +E,+ Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ UH130_24 338 UH130_26 339 AF050_30 19 ER140_38 97 ER140_39 98 ER140_30 95 ER140_31 96 RK180_45 295 RK180_46 296 AF050_45 22 JB050_25 205 +EW180_30 103 +GG060_09 126 +GG060_13 127 +GG060_07 124 +GG060_24 130 +GG060_16 128 +GG060_22 129 +GG060_08 125 ER140_04 89 ER140_28 94 AF050_08 13 LD280_21 228 LD280_08 224 AF050_09 14 AF050_20 18 +GG060_33 132 +GG060_01 122 LD280_02 221 UH130_32 341 UH130_23 337 JB050_07 200 JB050_20 203 JB050_04 199 LD280_25 229 LD280_39 231 UH130_21 336 AF050_15 15 AF050_38 20 JB050_24 204 ER140_07 90 ER140_11 91 +GG060_05 123 ER140_17 92 ER140_22 93 LW271_42 238 ER140_40 99 LD280_16 226 LD280_28 230 AF050_07 12 LD280_06 222 LD280_20 227 AF050_16 16 UH130_07 332 UH130_20 335 UH130_01 331 UH130_18 334 LD280_10 225 AF050_19 17 RK180_22 290 RK180_31 293 HS180_39 161 HS180_63 165 +EW180_18 101 LD280_07 223 UH130_28 340 RK180_39 294 +EW180_40 106 +EW180_45 109 JB050_26 206 UB160_46 330 PH080_18 257 PH080_21 258 RD131_19 278 RD131_37 281 RD131_67 286 KH040_22 217 +WH030_04 342 LW271_23 235 RD131_51 283 +EW180_44 108 PH080_26 259 PH080_27 260 PH080_11 256 PH080_07 255 PH080_05 254 +EW180_37 105 +EW180_55 110 +EW180_28 102 +EW180_01 100 +EW180_36 104 RK180_49 297 JB050_30 208 LW271_28 236 RD131_17 277 RD131_47 282 RD131_25 280 LW271_62 241 AF050_43 21 AG180_33 30 JB050_19 202 +GG060_32 131 AG180_25 29 JB050_28 207 JB050_17 201 +WH030_41 350 UH130_16 333 KH040_05 212 KH040_06 213 +AK140_09 35 +AK140_30 41 +IH280_10 169 +IH280_19 174 +IH280_11 170 PH080_37 261 PH080_38 262 MS291_13 246 AG180_35 31 +EW180_41 107 LW271_06 232 +WH030_07 344 +WH030_34 348 RL220_34 304 RL220_44 307 +WH030_39 349 +WH030_50 352 +WH030_16 346 +WH030_30 347 DM310_31 83 UB160_08 321 AA060_27 5 +HB290_12 135 +IO181_19 181 +IO181_60 187 KH040_26 219 AA060_07 2 +HB290_33 142 +HB290_37 143 +HB290_22 140 +HB290_32 141 +IH280_12 171 +IO181_11 179 AA060_59 11 +IH280_03 166 +IH280_05 167 +IH280_13 172 +IH280_07 168 +IH280_20 175 +IH280_21 176 +IH280_16 173 AT090_18 47 KH040_02 211 KH040_21 216 KH040_23 218 +AK140_14 36 +AK140_34 42 +AK140_41 43 HH100_18 148 +IO181_08 178 +AK140_02 34 KH040_01 210 KH040_15 215 JB050_34 209 +AK140_18 37 +AK140_27 40 HH100_37 150 +AK140_19 38 +AK140_24 39 HH100_44 153 HH100_50 154 +WH030_05 343 +AK140_44 44 HH100_16 147 HH100_35 149 RL220_53 308 HS180_54 163 HS180_60 164 HS180_08 155 HS180_14 157 HS180_10 156 HS180_38 160 HS180_41 162 HS180_36 159 HS180_21 158 MS291_22 249 MS291_23 250 MS291_04 243 UB160_32 325 UB160_45 329 UB160_01 320 UB160_36 326 UB160_41 328 DM310_28 81 +WH030_13 345 +WH030_48 351 RL220_09 299 RL220_21 301 +IO181_35 184 +IO181_42 185 +IO181_12 180 +IO181_32 183 AA060_21 4 UB160_10 322 RL220_31 302 RL220_33 303 RL220_36 305 RL220_04 298 RL220_17 300 +IO181_27 182 +IO181_04 177 DM310_26 80 DM310_49 88 RA050_17 269 MS291_06 244 MS291_09 245

70? MS291_25 251 MS291_16 248 MS291_36 253 AA060_39 7 IS230_07 190 DM310_33 84 DM310_17 79 DM310_42 86 AA060_09 3 DM310_29 82 IS230_37 194 IS230_43 197 IS230_06 189 RA050_39 272 UB160_37 327 RA050_33 271 MS291_14 247 MS291_29 252 RA050_48 274 RA050_50 275 5?9"+ + Rescaled Distance Cluster Combine C A S E 0 5 10 15 20 25 Label Num +---------+---------+---------+---------+---------+ JB050_28 247 JB050_30 253 JB050_17 40 +EW180_18 219 AF050_30 250 AF050_15 33 AF050_19 222 AF050_08 194 AF050_09 197 AF050_38 268 DM310_38 85 DM310_04 78 DM310_45 87 RL220_39 306 AA060_47 9 AA060_54 10 RA050_27 270 AG180_41 33 IS230_39 195 AA060_06 1 AA060_32 6 AT090_61 55 AG180_21 27 AG180_37 32 +CL010_03 56 KH040_08 214 +CL010_18 59 +CL010_35 63 +CL010_33 62 +CL010_42 66 +CL010_30 61 AG180_23 28 +CL010_29 60 UB160_26 324 AT090_16 46 +HB290_17 137 AT090_50 53 +HB290_21 139 AG180_11 23 DK040_14 67 LW271_59 240 RK180_15 289 HH100_41 151 +IO181_45 186 HH100_05 144 HH100_43 152 HH100_12 145 +HB290_15 136 KH040_35 220 HH100_15 146 RD131_21 279 AT090_58 54 AG180_13 24 DK040_31 70 PH080_40 263 DK040_51 73 DK040_57 74 RD131_63 285 RK180_12 288 RD131_04 276 RD131_55 284 +CL010_37 65 RK180_04 287 AG180_19 25 +CL010_14 57 +CL010_36 64 PH080_43 264 AG180_20 26 +CL010_17 58 DK040_25 68 IS230_29 192 IS230_30 193 IS230_41 196 IS230_46 198 RA050_46 273 RA050_14 268 RA050_07 266 AA060_40 8 RA050_10 267 IS230_02 188 IS230_21 191 RA050_05 265 AT090_15 45 UB160_25 323 GB300_00 111 GB300_27 115 GB300_29 117 GB300_21 114 GB300_35 119 GB300_03 112 GB300_28 116 GB300_42 121 GB300_30 118 GB300_41 120 GB300_11 113 RK180_27 291 RK180_29 292 +HB290_01 133 +HB290_10 134 +HB290_18 138 AT090_20 48 AT090_28 50 AT090_26 49 AT090_44 52 LW271_20 234 DK040_49 72 DK040_61 76 DK040_59 75 LW271_57 239 LW271_73 242 DK040_78 77 DK040_29 69 LW271_32 237 DK040_37 71 LW271_10 233 AT090_40 51 +SU020_08 313 +SU020_18 316 +SU020_22 318 +SU020_07 312 +SU020_17 315 +SU020_03 309 +SU020_06 311 +SU020_15 314 +SU020_19 317 +SU020_23 319 +SU020_04 310 ER140_31 254 ER140_39 270 ER140_30 75 ER140_38 92 +GG060_08 18 +EW180_30 252 ER140_28 69 ER140_04 182 +GG060_05 185 GB300_11 202 GB300_41 275 GB300_00 176 GB300_03 4 GB300_42 101 GB300_21 230 GB300_28 70 GB300_30 76 GB300_35 85 GB300_27 244 GB300_29 73 MS291_23 152 MS291_22 330 MS291_16 159 MS291_14 162 MS291_29 144 MS291_25 151 KH040_22 154 +GG060_01 1 +GG060_33 258 +GG060_13 30 +GG060_09 198 +GG060_07 190 +GG060_16 212 +GG060_24 62 +GG060_32 78 +GG060_22 58 KH040_23 329 KH040_06 346 UB160_32 140 KH040_21 155 AA060_27 148 LW271_06 188 PH080_05 10 LW271_62 113 AA060_47 300 RA050_27 324 RA050_14 338 AA060_59 294 AA060_06 347 AA060_32 317 AA060_07 345 AA060_54 119 RA050_05 171 AA060_39 310 RK180_29 320 AF050_16 35 AF050_07 189 JB050_04 183 JB050_26 242 JB050_19 48 JB050_20 51 JB050_07 191 JB050_34 83 JB050_25 64 JB050_24 239 AF050_43 279 AF050_20 226 AF050_45 282 RD131_25 65 RD131_47 107 RD131_37 91 RD131_19 225 RD131_67 291 RD131_17 217 UH130_07 193 UH130_20 229 UH130_01 2 UH130_18 45 UH130_28 72 UH130_24 63 UH130_26 243 UH130_32 80 UH130_21 57 UH130_23 61 UH130_16 214 AG180_35 84 AG180_37 88 AG180_25 240 AG180_33 257 RD131_51 109 AT090_18 157 AG180_19 46 AG180_11 201 AG180_20 50 AG180_21 53 AG180_23 236 AG180_13 206 AG180_41 97 AT090_15 161 UB160_26 325 UB160_25 327 RK180_27 147 HS180_39 94 +HB290_21 54 +HB290_15 210 PH080_40 273 PH080_43 280 +HB290_17 216 RA050_07 344 RK180_39 132 RK180_22 153 RK180_31 318 RK180_49 298 IS230_41 130 IS230_06 170 RL220_09 165 IS230_37 135 IS230_43 305 IS230_02 351 IS230_39 133 IS230_30 143 IS230_29 321 IS230_46 302 IS230_21 332 MS291_36 137 MS291_06 169 MS291_13 163 +AK140_30 74 +AK140_34 259 +AK140_18 218

708 +EW180_37 89 +EW180_44 281 +EW180_36 87 +HB290_37 266 +HB290_33 82 +HB290_22 235 +CL010_36 263 +CL010_30 251 +CL010_37 265 +EW180_01 177 +EW180_28 246 +EW180_55 110 +EW180_40 96 +IH280_13 207 +IH280_16 213 +IH280_07 14 +IH280_19 47 +CL010_17 215 +CL010_33 81 +HB290_10 22 +HB290_01 178 +EW180_45 106 +EW180_41 98 RL220_34 138 RL220_36 313 RL220_31 141 RL220_53 296 +AK140_02 179 +AK140_19 223 +AK140_24 238 +AK140_41 274 +AK140_14 208 +AK140_27 67 +AK140_09 21 RL220_44 304 RL220_17 334 +IH280_05 186 +IH280_20 227 +HB290_12 204 KH040_02 174 +IH280_21 55 +IH280_03 181 +IH280_10 23 +IH280_11 26 +IH280_12 205 KH040_26 149 KH040_15 337 LW271_42 102 LW271_28 248 PH080_26 66 PH080_07 192 +HB290_18 43 DK040_37 312 DK040_14 339 DK040_49 299 DK040_57 295 DK040_78 352 DK040_59 117 DK040_51 120 DK040_29 322 DK040_25 328 AT090_26 150 AT090_20 333 AT090_40 307 AT090_28 323 DK040_61 116 +AK140_44 104 RL220_39 308 RL220_33 315 RL220_04 172 PH080_27 245 PH080_11 27 PH080_21 56 PH080_37 267 AT090_44 128 DK040_31 319 RK180_15 160 RK180_12 340 IS230_07 168 RL220_21 331 +WH030_41 100 +WH030_50 285 PH080_18 44 AT090_58 118 AT090_61 293 HH100_15 34 KH040_08 167 RK180_04 349 AT090_50 121 AT090_16 336 +WH030_13 31 +WH030_05 187 +WH030_16 38 +WH030_39 95 HH100_43 103 HH100_12 28 HH100_05 9 HH100_41 99 KH040_35 314 RD131_63 114 RD131_55 287 RD131_04 7 +WH030_04 8 +WH030_30 77 +WH030_07 17 +WH030_34 260 +IO181_45 283 ER140_17 39 ER140_22 234 ER140_07 13 RD131_21 233 LW271_73 115 LW271_32 256 LW271_57 111 +WH030_48 284 ER140_11 25 LW271_59 288 RK180_46 301 ER140_40 272 LW271_10 24 RK180_45 303 HH100_16 36 LW271_20 52 RA050_48 123 HH100_44 105 HS180_14 209 RA050_33 139 HH100_37 90 HS180_41 276 UB160_01 175 HH100_35 262 HS180_21 231 RA050_46 125 HH100_50 108 HS180_38 269 RA050_50 297 HH100_18 220 HS180_60 112 RA050_10 341 MS291_04 173 HS180_08 195 RA050_39 309 MS291_09 342 HS180_10 199 AA060_21 156 +IO181_35 86 HS180_36 264 AA060_09 166 +IO181_42 278 HS180_63 290 UB160_10 164 +IO181_19 224 HS180_54 286 UB160_08 343 +IO181_60 289 +SU020_08 20 UB160_46 124 +IO181_27 68 +SU020_22 59 UB160_45 126 +IO181_32 79 +SU020_17 41 UB160_36 136 +IO181_08 19 +SU020_19 49 RA050_17 158 +IO181_11 203 +SU020_06 12 UB160_41 306 +IO181_04 6 +SU020_03 5 AA060_40 131 +IO181_12 29 +SU020_04 184 UB160_37 311 LD280_02 3 +SU020_15 211 DM310_29 145 LD280_06 11 +SU020_18 221 DM310_17 335 LD280_28 71 +SU020_07 16 DM310_31 142 DM310_33 316 LD280_25 241 LD280_10 200 +SU020_23 237 DM310_04 350 LD280_07 15 DM310_45 127 DM310_38 134 DM310_49 122 DM310_28 146 DM310_42 129 LW271_23 60 PH080_38 93 DM310_26 326 KH040_01 292 KH040_05 348 LD280_20 228 LD280_08 196 LD280_16 37 LD280_39 271 LD280_21 232 +CL010_03 180 +CL010_42 277 +CL010_18 42 +CL010_35 261 +CL010_29 249 +HB290_32 255 +CL010_14 32

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72> 2, B,"!"!,"!."/./88!,!!#,"!"!,"!!/."/./88! AT090229 71 m 0 173 82 27.4 1.9 Beinlängen- Laufb.- aktuelle CODE Alter Geschl. Diff. Größe Gewicht BMI Geschw. Beschwerden AA060745 55 w 0 160 55 21.5 2.4 Bandscheibenbeschw. DK040230 71 w 0 168 66 23.4 3 Rückenschm. DM310542 59 m 0 167 69 24.7 3 IS230644 57 m 0 166 78 28.3 2.6 KH040344 56 m 0 180 88 4.1 MS291244 56 m 0 174 77 25.4 4.5 RA050941 59 m 0 180 82 25.3 2.4 RK180854 47 m 0 175 100 32.7 2.7 RL220147 54 m 0 175 96 31.3 2.6 UB160143 58 w 0 172 65 22 3 WV060746 55 m unbek. 192 105 28.5 2.9 Mittelwert 58.2 173.50 80.25 26.41 2.93 Standardabw. 6.77 8.23 15.17 3.61 0.72 Maximal 71 192 105 32.7 4.5 Minimal 47 160 55 21.5 1.9

729!/0120/88!,!! 1./!=!>!/"!/!/0120/88! Homogener Teil der Versuchsgruppe WOMAC operiert WOMAC nicht-operiert Harris Hip Score Name Schmerz Steifigkeit Funktion Gesamt Schmerz Steifigkeit Funktion Gesamt Schmerz Schmerz Gang Aktivität Ges (op) Ges.(nicht-op) AF050334 0 0 530 530 0 0 0 0 44 44 13 7 64 64 AG180357 0 40 540 580 0 0 0 0 44 44 16 4 64 64 ER140935 0 0 40 40 0 0 0 0 44 44 19 12 75 75 GB300355 250 120 1110 1480 0 0 0 0 10 44 13 9 32 66 HH100131 30 0 150 180 0 0 0 0 44 44 30 14 88 88 HS180731 30 10 120 160 0 0 0 0 10 44 13 10 33 67 JB050243 0 50 120 170 0 0 0 0 44 44 16 12 72 72 LD280337 50 30 400 480 0 0 0 0 40 44 19 7 66 70 LW271044 20 20 150 190 0 0 0 0 40 44 19 14 73 77 PH080741 0 20 50 70 0 0 0 0 44 44 22 14 80 80 RD131246 90 30 140 260 0 0 0 0 40 44 19 11 70 74 UH130745 0 130 280 410 0 0 0 0 44 44 18 10 72 72 Inhomogener Teil der Versuchsgruppe AK140436 0 20 120 140 0 0 0 0 40 40 19 9 68 68 CL010942 20 40 320 380 0 10 290 300 44 20 8 8 60 36 EW180230 50 0 50 100 0 0 0 0 40 44 19 10 69 73 GG060334 0 0 0 0 0 0 0 0 44 44 16 12 72 72 HB290430 0 0 430 430 0 0 100 100 44 44 27 10 81 81 IH280948 0 0 100 100 0 0 0 0 44 44 19 12 75 75 IO181232 90 70 720 880 90 70 720 880 20 30 16 8 44 54 SU020747 0 0 30 30 0 0 30 30 44 44 27 14 85 85 WH030830 20 10 230 260 0 10 0 10 44 44 19 9 72 72

72?,!!$!/0.!,"!!/!/0120/88!@$!"!A Homogener Teil der Versuchsgruppe Geschl. TEP auf Opanderer Termin Name Alter betr.bein anderes Bein Seite Größe Gewicht BMI Beinl.-Diff. Vb auf Op (Tage) Reha-Tag 50mm links KG 2x/Wo seit AF050334 W 66 links 0 156 71 29.2 kürzer 2 5 Jahren 35 13 leichte Beschw regelm. 1x/Wo AG180357 W 43 links seit 2 Monaten 173 72 24.1 3 mm li.länger 1.8 14 Gymn. 24 4 2 Wochen lang 3x/Wo ER140935 W 65 rechts 0 174 70 23.1 0 1.8 2 KG 28 10 Jetzt nicht mehr. Aber Rö: Dysplasie. 17 Jahre mit Ileosakrale 5cm Diff. 2x/Wo KG GB300355 W 46 rechts Beschwerden 156 74 30.4 Gelaufen 0.9 46 über Jahre 38 17 HH100131 M 71 rechts 0 165 75 27.5 0 1.9 6 0 27 8 1-1.5cm; ausgeglich. Durch 2x/Wo KG für HS180731 M 69 links 0 180 90 27.8 Schuhsohle 1.7 0.5 2 Mo. 35 17 Laufband- Geschw. (km/h) JB050243 M 58 links Rö: Arthrose 182 88 26.6 1cm 2.5 4.5 LD280337 W 64 rechts 0 168 70 24.8 0 2 7.5 LW271044 M 56 links 0 166 60 21.8 0 1.9 2 Beschw. seit (Jahre) 1x/Wo KG für 1.5 Jahre 28 14 1x/Wo KG für 2 Mo 35 12 3x/Wo Krafttr. + Radf.+ Tanzen.!Selbst Fitness- Trainer!!! 42 9

728 PH080741 M 59 links 2cm links nach Op länger. Ausgegl. Beschw seit 2 Jahren 176 83 durch 26.8 Schuhsohle 2.3 3 0 28 8 RD131246 M 54 links 0 175 72 23.5 0 2.5 2 0 31 9 UH130745 M 55 links 0 173 94 31.4 0 2 3.5 0 28 10 Inhomogener Teil der Versuchsgruppe vor 6 Monaten 50mm links 6 Monate x AK140436 M 65 links TEP-Implant. 179 85 26.5 länger 2.3 3 2x/Wo KG 30 11 2 Monate vor Op 3x/Wo KG, seit 2 Jahren Massage, CL010942 W 58 rechts Beschwerden 174 76 25.1 0 2.4 2 Elektro, Eis 27 6 seit 2 Jahren Beschwerden, x TEP-Op März 50mm links EW180230 W 71 links 1999 159 83 32.8 länger 1.3 2 0 35 13 GG060334 M 67 rechts TEP: 1995 x 176 83 26.8 0 1.4 1.5 0 24 3 1x/Wo KG x HB290430 M 70 links TEP: 1995 170 90 31.1 0 1.7 1 über Monate 28 8 TEP: vor 2 2x/Wo KG für x IH280948 W 52 links Jahren 175 65 21.2 0 1.5 2 2 Mo. 21 11 Beschw seit 9 IO181232 W 67 rechts Monaten 163 73 27.5 0 2 0.75 0 30 6 2x/Wo KG x 2mm re. +Kraftttr. Für SU020747 M 53 links TEP: vor 1 Jahr 180 78 24.1 Kürzer 3.2 3 4-5 Wochen 35 16 Rücken-Reha wg. Spinalkanal-Stenose seit kurzem 50mm re. bis ca. vor 3 WH030830 M 70 links leichte Beschw 168 87 30.8 Länger 2 1.5 Monaten 38 17

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7>0 = Introduction: Gait analysis frequently used a set of time discrete variables to describe gait characteristics. But human movement and EMGs are time continuous patterns. By using a multivariate time continuous approach this study examined kinematic data and EMGs trying to find differences or similarities within and/or between operated and healthy volunteers. Methods: Twentyone hip replacement patients 43-71yr and twelve age and sex matched healthy volunteers participated in the study. Postoperative gait analysis at self selected walking speeds measured the movement of the pelvis and the surface EMG from bilateral gluteus medius muscle. By correlating the time-curves with orthogonal reference functions the data set of each gait-cycle was transformed to a matrix. The resulting matrices were analysed by a similarity index for matrices and a following cluster analysis. Results: It was possible to detect individual walking patterns, but no uniform adaptions could be found in the hip replacement group. Conclusions: Using a time-continuous approach intraindividual similarities were detected much better than interindividual similarities. Individuality dominated the pattern recognition.

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