Replication data for Fig 14.8, UPDs, Males, Sexpartners vs body mass, no 0s, 06 May 2026

Year UPD male Sexpartners Revision Age Eartag UPD male Body mass during mating season Body mass at first juvenile emergences PercentMCs OKtouse Comments 1996 2 1 0 2 A55 2 853 1263 100 0 1996 3 6 0 2 A69 3 1040 1225 100 0 1996 4 5 0 . A75 4 1015 1115 60 1 1996 O2 1 0 . A85 O2 840 1117 100 1 1996 14 5 1 1 C23 14 745 1065 0 0 Junewt changed to 1065 (from 1170) on 16 Mar 2022 1996 8 6 0 1 C25 8 770 1060 33.3 1 1996 6 5 0 1 C27 6 1000 1040 0 1 1996 O1 1 0 1 C29 O1 665 . 40 1 1996 31 1 0 1 C53 31 810 1045 66.7 1 1996 21 7 0 1 C90 21 895 1130 40 1 1996 R01 2 1 1 C95 R01 575 . 40 1 1996 17 3 0 1 E51 17 775 . 0 0 1997 2 3 0 3 A55 2 828 1080 33.3 1 1997 3 9 0 3 A69 3 853 1105 33.3 1 1997 14 11 0 2 C23 14 993 1170 27.3 1 1997 8 4 0 2 C25 8 743 1120 66.7 1 1997 6 10 1 2 C27 6 993 960 11.1 1 1997 OO 4 0 2 C35 OO 783 1060 50 1 1997 O4 6 0 2 C39 O4 968 1073 33.3 1 1997 16 4 0 2 C45 16 888 885 0 1 1997 44 6 0 2 C67 44 850 . 16.7 1 1997 22 5 0 2 C83 22 683 923 0 1 1997 21 7 1 2 C90 21 968 1275 12.5 1 1997 19 5 0 2 E3 19 823 . 20 1 1997 30 1 0 2 E77 30 673 867 100 1 1997 47 1 1 2 E83 47 675 960 0 1 1997 46 3 0 2 E89 46 788 . 0 1 1997 9 9 1 1 F15 9 781 965 40 1 1997 25 8 1 1 F17 25 738 1070 75 1 1997 13 6 0 1 F89 13 765 835 66.7 1 1997 R12 4 1 1 H27 R12 625 782 0 1 1997 12 5 1 . H87 12 885 990 75 1 1998 2 1 0 4 A55 2 1059 980 100 1 1998 3 1 1 4 A69 3 935 1110 100 1 1998 5 1 0 4 A81 5 858 . 0 1 No cops seen for 1996,1997 1998 14 1 0 3 C23 14 934 . 0 1 1998 8 9 1 3 C25 8 1115 1040 40 1 1998 6 2 1 3 C27 6 959 . 0 1 1998 OO 1 0 3 C35 OO 860 1000 100 0 1998 22 1 0 3 C83 22 649 . 100 1 1998 21 7 0 3 C90 21 1096 1275 57.1 1 1998 30 2 1 3 E77 30 674 . 0 1 1998 47 1 0 3 E83 47 990 990 100 0 1998 O3 3 0 2 F79 O3 860 877 66.7 1 1998 13 7 0 2 F89 13 930 1115 71.4 1 1998 25 1 1 2 H37 25 721 . 0 1 No data on cops for 1997 1998 O1 10 0 2 H49 O1 1139 890 50 1 1998 9 9 1 2 H51 9 1045 953 90 1 1998 26 2 0 2 H73 26 855 940 50 1 1998 37 2 0 1 J11 37 765 1030 0 1 1998 12 1 0 1 J43 12 715 . 0 1 1998 32 4 0 1 J45 32 989 . 75 1 1998 O2 3 0 1 J56 O2 875 910 0 1 1998 41 1 0 1 J60 41 890 985 0 0 No data on cops for 1999 1998 28 1 0 1 J65 28 643 . 0 1 1998 35 2 0 1 J71 35 779 . 0 1 Do NOT use this for ARS 1998 24 4 0 1 J9 24 839 1020 75 1 No cops seen for 1999, 2000 1998 34 1 1 1 J97 34 710 1125 0 1 1998 18 5 0 1 K1 18 839 1127 60 1 1998 4 2 0 1 K53 4 839 915 0 0 1998 48 2 1 1 K63 48 687 835 0 1 1998 10 3 0 1 K65 10 642 . 0 1 1998 16 4 0 1 K7 16 929 975 75 1 No data on cops for 1999 1998 49 2 0 1 K70 49 815 915 0 1 No data on cops for 1999 1998 40 7 0 1 K75 40 759 . 71.4 1 1998 17 1 0 1 L75 17 787 1050 0 1 1998 36 7 1 1 L85 36 1015 1008 25 1 1998 43 2 1 1 L87 43 839 900 0 1 No data on cops for 1999 1999 2 2 1 5 A55 2 755 1017 33.3 1 1999 3 3 0 5 A69 3 890 1213 66.7 1 No data on cops for 2000 1999 OO 5 0 4 C35 OO 986 1067 60 1 1999 21 9 1 4 C90 21 1075 1172 30 1 1999 47 12 0 4 E83 47 935 . 25 1 1999 O3 7 0 3 F79 O3 835 943 28.6 1 1999 13 11 0 3 F89 13 978 1190 36.4 1 1999 O1 8 0 3 H49 O1 1000 1100 62.5 1 1999 37 10 0 2 J11 37 880 1079 22.2 1 1999 5 9 1 2 J5 5 845 1013 37.5 1 1999 42 5 0 2 J79 42 882 920 60 1 No data on cops for 1998 1999 34 6 0 2 J97 34 832 1048 0 1 No data on cops for 2000 1999 10 2 0 2 K17 10 665 962 100 1 1999 44 8 0 2 L62 44 858 945 12.5 1 No data on cops for 1998 1999 36 1 0 2 L85 36 805 993 100 0 Died in March 2000 1999 38 3 0 1 N7 38 698 1066 50 1 1999 19 4 0 1 N89 19 915 953 33.3 1 1999 O 4 0 1 N93 O 1172 1133 50 1 1999 6 5 1 1 P21 6 998 1082 20 1 No data on cops for 2000 1999 46 8 0 1 P6 46 762 808 37.5 1 1999 29 2 1 1 P83 29 833 . 66.7 1 2000 2 2 0 6 A55 2 928 1085 100 1 2000 OO 3 0 5 C35 OO 906 937 66.7 1 2000 21 1 1 5 C90 21 1094 1333 0 1 2000 O3 1 0 4 F79 O3 747 862 0 1 2000 13 1 0 4 F89 13 880 970 0 1 2000 O1 4 0 4 H49 O1 958 1328 100 1 No data on cops for 2001 2000 37 2 0 3 J11 37 803 1080 100 0 2000 5 6 0 3 J5 5 956 . 50 1 2000 42 7 0 3 J79 42 958 1365 57.1 1 2000 10 2 1 3 K17 10 823 1005 50 1 No cops seen for 2001 2000 44 5 1 3 L62 44 892 1185 0 1 2000 38 2 0 2 N7 38 682 1055 0 1 2000 O 3 0 2 N93 O 975 1188 33.3 1 2000 4 5 0 2 O36 4 1096 1120 60 1 2000 O4 3 0 2 O73 O4 799 1200 50 1 2000 48 1 0 2 O85 48 1003 985 100 0 2000 22 3 0 2 O89 22 935 967 33.3 0 2000 29 1 0 2 P55 29 887 . 100 1 2000 46 4 0 2 P6 46 793 1014 50 1 No data on cops for 2001 2000 9 2 0 2 R41 9 1037 1009 100 1 2000 26 . 1 1 T43 26 843 1075 . . 2000 O2 2 0 1 U21 O2 947 1165 0 1 2000 R13 2 0 1 U27 R13 777 982 50 1 2000 R04 1 0 1 U37 R04 768 877 0 1 2000 35 1 0 1 U9 35 929 972 100 0 2000 17 2 0 1 V15 17 963 958 100 1 2000 RO6-19 1 0 1 V33 RO6-19 800 1032 100 0 2000 R41 1 0 1 V53 R41 728 960 0 1 2000 R19 5 1 1 X43 R19 755 882 16.7 1 2000 R22-16 2 0 1 X9 R22-16 708 998 0 1 2000 7 3 0 . X91 7 721 . 0 1 2001 R10 2 1 1 89 R10 855 . 33.3 1 2001 15 . 1 4 J93 15 1008 1002 . . No cops for 1998, 1999, 2000, 2001 2001 31 2 0 4 L25 31 935 978 0 1 No cops for 1998, 1999 2000, 2002 2001 44 11 0 4 L62 44 905 1029 9.1 1 2001 4 10 1 3 O36 4 938 1203 33.3 1 2001 22 8 0 3 O89 22 1148 1008 0 1 2001 6 1 0 3 P21 6 966 1208 100 0 2001 7 1 0 2 T39 7 925 948 0 1 2001 26 9 0 2 T43 26 867 1090 11.1 1 2001 35 2 0 2 U9 35 1013 1007 0 1 2001 RO6-19 4 0 2 V33 RO6-19 872 . 25 1 2001 23 1 0 2 V47 23 912 1085 0 0 2001 40 1 0 2 V67 40 693 922 0 0 2001 O4 1 0 2 X1 O4 677 . 0 0 2001 29 3 0 2 X29 29 868 1063 33.3 1 Incomplete data? 2001 27 2 0 2 X75 27 712 1035 50 1 No data on cops in 2002 2001 47 2 0 2 X79 47 753 985 0 1 2001 R22-16 4 0 2 X9 R22-16 770 887 25 1 2001 R41 . 1 1 Y31 R41 433 763 . . R41 was not sexually mature in 2001. 2002 O5 3 0 2 33 O5 836 1043 0 1 No data on cops for 2005 2002 13 1 0 2 118 13 1095 1215 100 1 2002 OO 8 0 2 143 OO 924 . 50 1 2002 9 7 0 2 209 9 1000 1010 57.1 1 2002 R41 1 0 1 288 R41 1095 1026 100 0 2002 R14-42 2 0 1 297 R14-42 923 1061 100 1 2002 R31-8 1 0 1 303 R31-8 1136 1113 0 0 2002 12 8 0 1 341 12 1018 1092 62.5 1 2002 R1O-O 4 0 1 357 R1O-O 1204 1283 75 1 No data on cops for 2005 2002 R01-3 4 0 1 418 R01-3 844 1355 25 1 2002 R07-21 1 0 1 479 R07-21 925 953 0 1 2002 R33-46 6 0 1 522 R33-46 924 1283 33.3 1 2002 15 1 0 5 J93 15 876 . 100 0 2002 10 3 0 5 K17 10 666 . 66.7 0 2002 44 4 0 5 L62 44 1052 1297 25 1 2002 4 4 0 4 O36 4 1088 1405 50 1 2002 22 6 0 4 O89 22 1049 1261 33.3 1 2002 6 3 0 4 P21 6 1102 1050 33.3 1 2002 26 3 0 3 T43 26 874 1333 33.3 1 2002 35 4 0 3 U9 35 1057 1041 100 1 2002 40 1 0 3 V67 40 1076 970 0 0 2002 47 4 0 3 X79 47 1157 1025 75 1 2003 O5 2 0 3 33 O5 958 883 100 0 2003 R14-42 4 0 2 297 R14-42 1025 922 75 1 2003 R31-8 4 0 2 303 R31-8 891 1235 25 1 2003 14 6 0 2 323 14 910 960 66.7 1 No data on cops for 2004 2003 R1O-O 5 0 2 357 R1O-O 1198 1268 0 1 2003 27 3 0 2 375 27 646 969 33.3 1 2003 17 1 0 2 377 17 732 843 0 1 2003 O4 4 1 2 393 O4 625 1045 33.3 1 No data on cops for 2005 2003 R01-3 5 0 2 418 R01-3 1102 1198 80 1 2003 16 1 0 2 427 16 748 . 0 1 2003 33 5 1 2 465 33 950 948 16.7 1 2003 19 2 0 2 473 19 970 . 50 1 2003 R07-21 2 0 2 479 R07-21 1073 1048 50 1 2003 23 3 0 2 517 23 955 853 0 1 2003 R33-46 3 0 2 522 R33-46 850 912 0 1 2003 18 1 0 2 591 18 919 1117 100 0 2003 R31 2 0 1 631 R31 758 594 0 1 2003 R37 9 0 1 657 R37 1073 973 66.7 1 2003 R25-12 4 0 1 667 R25-12 673 780 75 1 2003 ROO-9 3 0 1 673 ROO-9 703 845 100 1 No data on cops for 2005 2003 R13 9 1 1 675 R13 843 1082 40 1 2003 RO1-O1 3 0 1 715 RO1-O1 808 825 66.7 1 2003 R27 5 1 1 773 R27 742 920 16.7 1 2003 R22 3 0 1 795 R22 711 797 0 1 2003 R45-15 4 0 1 803 R45-15 643 855 25 1 2003 44 5 0 6 L62 44 933 1002 0 1 2003 25 2 0 5 O19 25 707 1007 0 0 No cops 2000,2001,2002,2004,2005 2003 4 4 0 5 O36 4 1068 1458 50 1 2003 6 1 0 5 P21 6 1073 . 0 0 2004 24 2 0 4 25 24 710 918 50 1 No cops for 2002, 2003 2004 O5 . 1 4 33 O5 1118 1057 . . 2004 R31-8 2 0 3 303 R31-8 985 . 50 1 2004 R1O-O 4 0 3 357 R1O-O 1160 1150 25 1 2004 O4 3 1 3 393 O4 807 970 25 1 2004 R07-21 4 0 3 479 R07-21 816 990 25 1 No data on cops for 2005 2004 23 2 0 3 517 23 903 847 0 1 Incomplete data? 2004 R33-46 2 0 3 522 R33-46 878 1144 50 1 2004 18 6 0 3 591 18 1035 1112 16.7 1 2004 32 4 0 2 655 32 895 730 75 1 2004 35 3 0 2 659 35 880 1052 100 1 2004 R25-12 5 0 2 667 R25-12 867 855 40 1 2004 ROO-9 3 1 2 673 ROO-9 763 842 0 1 2004 RO1-O1 2 0 2 715 RO1-O1 700 . 50 1 2004 R45-15 10 0 2 803 R45-15 871 897 90 1 2004 RO4-00 11 1 1 830 RO4-00 1060 1072 50 1 2004 R34-36 2 1 1 855 R34-36 764 1023 33.3 1 No cops for 36 in 2005 2004 R46-16 6 0 1 871 R46-16 927 842 83.3 1 2004 ROO 1 0 1 965 ROO 795 . 0 1 2004 39 5 0 . G39 39 945 1300 20 1 39 from Lower Horse Colony 2004 R21 6 0 . G41 R21 697 875 33.3 1 Immigrant 2004 4 7 0 6 O36 4 951 . 28.6 1 2004 R13 6 1 1 S17 R13 950 913 20 1 2004 R12 1 0 1 S33 R12 732 . 0 1 2004 R33 10 0 1 S65 R33 865 1028 30 1 2004 R25 3 0 1 W47 R25 695 922 66.7 1 2004 R19 5 0 1 W67 R19 728 842 0 1 2004 R16-20 1 0 1 W73 R16-20 908 947 0 1 No cops for 20 in 2005 2004 29 1 0 5 X29 29 918 960 0 1 No cops for 2002, 2003 2005 14 1 0 4 323 14 897 . 0 1 2005 R33-46 1 1 4 522 R33-46 993 1018 50 1 2005 18 5 0 4 591 18 980 . 0 1 2005 RO4-00 2 0 2 830 RO4-00 837 1133 50 1 2005 R46-16 5 0 2 871 R46-16 1082 . 80 1 2005 48 1 0 2 877 48 705 . 0 1 Incomplete data? 2005 17 2 0 2 909 17 822 . 50 1 2005 26 2 0 2 951 26 740 . 0 1 Incomplete data? 2005 5 1 0 2 985 5 743 835 100 1 2005 R27 1 0 1 A51A R27 1025 . 0 1 2005 R21 1 0 1 A79A R21 796 . 0 1 2005 R15 5 0 1 C23A R15 808 772 80 1 2005 R17 6 0 1 C49A R17 863 848 33.3 1 2005 R33 1 1 1 C73A R33 815 811 0 1 2005 R07 1 0 1 C81A R07 613 . 100 1 2005 R12 1 0 1 D37 R12 833 . 0 1 2005 R41 6 0 1 D43 R41 710 833 66.7 1 2005 R03 1 0 1 F33A R03 630 . 0 1 2005 R01 . 1 1 F3A R01 803 750 . . No cops in 2005 2005 2 15 0 1 H3A 2 1082 1042 66.7 1 2005 40 1 0 2 W1 40 829 962 0 1 Incomplete data? 2005 22 2 0 2 W40 22 650 816 100 1 2005 6 2 0 2 W63 6 763 938 0 1 2005 7 2 1 2 W83 7 917 883 66.7 1 FILE DESCRIPTION Keywords: UPDs, Males, Sex partners vs body mass File name = Fig 14.8, UPDs, Males, Sexpartners vs body mass, no 0s, 06 May 2026 OLDFile name = Fig 14.8, UPDs, Males, Sexpartners vs body mass, 07 March 2025 OLDFile name = UPDs, Male ARS for sexual partners vs male body mass, No 0s, 28 Aug 2021 OLD File name = UPDs, Male ARS for cops vs male body mass, No 0s, 28 Aug 2021 I started this file from File name = UPDs, Male ARS for cops, 14 Aug 2021. Details below. On 28 Aug 2021, I add Junewts. Note well: All males in this file had at least ONE Sexpartner for each year--hence the file name. i.e., I excluded males for whom I had no good information on the number of sex partners On 28 Aug 2021, I checked Marchwt and Junewt TWO TIMES. All other variables checked TWO TIMES earlier. See below for details. I considered data from the same male in different years to be independent. I defined mating season as time period between (and including) first copulation through last copulation Date = 22 Jan 2021 for EARLIER VERSION of this file. OLDFile name = UPDs, Male ARS and LRS for cops, 22 Jan 2021 This file has been checked TWO TIMES on 21-22 Jan 2021. But see notes below. A UPD male had the SAME EARTAGS in different years, but sometimes had a different Nyanzol marker (= UPD male) in different years For Fig 14.8 for UPD males, I will considered data from the same UPD male in different years to be statistically independent OKtouse = 1 means that I think that my research assistants and I observed most or all copulations by a UPD male in a particular year OKtouse = 0 means that we think we DID NOT OBSERVE most or all copulations by a UPD male in a particular year I confess some subjectivity in the assignments of 0 or 1 to variable = OK to use. For all UPD analyses in Fig 14.8, I used Oktouse = 1. I only use AGE if I was certain--or almost certain--about a UPD male's exact age SEXPARTNERS = minimal number of UPD females with whom UPD male copulated, with or without MCs by the copulating male Note that 1, 2, or 3 UPD males might have had the same UPD Marker, but they might have had different Ear tags. UPD male = Nyanzol marker for this male PercentMCs = percentage of male's copulations for which he gave >=1 MC Each male had unique ear tags. If we had data from the same male in different years, then that male might have 1, 2, 3, or even 4 "Degums" This file has now been checked TWO TIMES on 22 Jan 2021. Should I include 48 (O85) in 2000? No, so OKtouse = 0. Should I include 29 (P55) in 2000? Yes, because 29 was a roaming male during the 2000 mating season. Should I include 23 in 2001? No, so OKtouse = 0. Should I include 40 in 2001 and 2002? No, so OKtouse = 0 for 2001 and 2002. I should delete R16-20 in 2004 for analysis of LRS--but no need to delete for ARS in 2004 Wait! This file is for ARS--so I can RETAIN OF THE LAST FEW CASES IN Lines 278-283. R41 (Y31) was not sexually mature in 2001. Percent MCs is now missing data for R41. All data in this file from single Horse Corral Colony (HCC) at Bryce Canyon National Park, but see note below about UPD male-39 who lived in nearby Lower Horse Colony of Bryce Canyon National Park Note on 11 Aug 2021: Notice this note from above on 22 Jan 2021: SEXPARTNERS = minimal number of UPD females with whom UPD male copulated, with or without MCs by the copulating male Date = 13 August 2021 File name on 14 Aug 2012 = UPDs, Male ARS for cops, 13 Aug 2021 I revise this file today for Variable = SEXPARTNERS. This revision is based on checking UPD Copulation Summary SHEETS AND INCORPORATING ANY CHANGES IN SEXPARTNERS SINCE VERSION OF 22 Jan 2021 Revision = 0 = No change Revision = 1 = change on 13 Aug 2021 This file has now been checked TWO TIMES on 13 Aug 2021 I will use this file for figure that shows ARS for UPD male cops On 13 Aug 2021, I delete most data for R01 (F3A) in 2005 Note well: Some of the changes to this file will affect the analyses if mating calls. I should re-do the analyses that are affected by the changes to this file. In this file if SEXPARTNERS = 0, then I have changed PERCENTMCS to MISSING DATA (.) Earlier version of this file was based on MAXCOPS. This version is based on Mincops= my best estimate of the number of sexual partners for each UPD male. I had three categories of confidence of whether a copulation occurred: Definite cop, with no ?s. I score all these. Probable cop, but I could not be sure, with ONE ?. I score all these. Possible cop, but unlikely, with TWO ?s or brackets. For this file, I do NOT score these. On 13 Aug 2021, I also verify eartags for all UPDs in this file. Remember: For all statistical analyses this file for Fig 14.8 for UPDs, Sexpartners was always >=1 and OK to use was always 1. For about 5 cases, Sexpartners = . = missing data. OLDFile name = UPDs, Male ARS for cops, 16 Aug 2021. This file has now been checked TWO TIMES on 16 Aug 2021 On 16 Aug 2021, I check the following variables TWO TIMES: UPD MALE, AGE, and BODY MASS I do NOT re-check the following variables, which were checked TWO TIMES in earlier files: BODY MASS, PERCENT MCs, and OKTOUSE Note on 16 March 2022: Body mass at first juvenile emergences for male -14 (C23) in 1996 changed to 1065 (from 1170) on 16 Mar 2022 These data used for Figure 14.8 in Hoogland 2026. This file ready for longterm storage on 07 March 2025. Male-39 (G39) lived in Lower Horse Colony at Bryce Canyon National Park. Male-39 visited our Horse Corral study-colony in 2004, where he copulated with 5 different females = number of sexpartners. I use these 5 sex partners for male-39 in this file, but I have no information on male-39's sexpartners from Lower Horse Colony. So, 5 is a minimal estimate of male-39's number of sexual partners for 2004. Age = age in years since first emergence from natal nursery-burrow File name = Fig 14.8, UPDs, Males, Sexpartners vs body mass, 07 March 2025 I have used the FIRST (EARLIEST) WEIGHT taken in March until about 15 April = Male body mass during mating season = Marchwt I have used the LAST (LATEST) WEIGHT taken just before, during, or just after first juvenile emergences through about 15 July = Male body mass during first juvenile emergences through about 15 July = Junewt I do not use information for Percent MCs for Fig 14.8 for UPDs. See chapter 16 for UPD mating calls. Mincops = Number of different sexual partners for which we are highly confident of a copulation Maxcops = Mincops + number of different sexual partners for which we are less confident of a copulation. For these latter females, a copulation was POSSIBLE but not definite. I do not show Maxcops in this file No information on maxcops in this EXCEL file. All body weights = body masses in this file are in GRAMS. Repeat: In Fig 14.8 and for UPD statistical analyses, I only considered males for which Number of mincops >=1--i.e., I did NOT consider UPD males for which Number of mincops = 0, as indicated in File name. File name = Fig 14.8, UPDs, Males, Sexpartners vs body mass, no 0s, 06 May 2026