Journal of Avian Biology JAV-00629 · Ground-Tyrant 26.1 cavity resident 4 0.524 0.524 1 4.89 9.4...
Transcript of Journal of Avian Biology JAV-00629 · Ground-Tyrant 26.1 cavity resident 4 0.524 0.524 1 4.89 9.4...
Journal of Avian Biology JAV-00629Heming, N. M. and Marini, M. Â. 2015. Ecological and environmental factors related to variation in egg size of New World flycatchers. – J. Avian Biol. doi: 10.1111/jav.00629
Supplementary material
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Journal of Avian Biology
Supporting Information
Ecological and environmental factors related to variation in egg size of New World flycatchers
Neander M. Heming and Miguel Â. Marini
Appendix 1. Data summary and supporting references for clutch sizes, body sizes, and egg measurements of Fluvicolinae in the
New World.
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Table A1. Data summary containing body mass (g), nest type, migratory behaviour, average clutch size (Clutch), estimated Kw for
genus and species, egg size (g), mean temperature during the warmest quarter (Bio10, Hijmans et al. 2005) as a proxy for mean
temperature during the breeding season (TempBreed), and annual range (max – min) of monthly actual evapotranspiration (Ahn
and Tateishi 1994) as a measure for actual evapotranspiration seasonality (AETseas) recorded for Fluvicolinae species across the
New World. Last column are listed the source references of egg measurements.
X̄ Kw Egg size (g) TempBreed
(ºC) AETseas
(mm)
Species English name
Body mass
(g) Nest type Migratory behaviour Clutch Genus Species
N of sites X̄ SD Min Max Min Max References
Agriornis lividus Great Shrike-Tyrant 99.2 open resident 3 0.524 NA
2 7.59 ± 0.20
19.3 20.2
35 68 49, 79 Agriornis
micropterus Gray-bellied Shrike-
Tyrant 67.8 open resident 3.5 0.524 NA
3 5.75 ± 0.78
15.4 20.3
43 68 49, 73, 84
Agriornis montanus Black-billed Shrike-
Tyrant 63.3 open resident 2.5 0.524 0.522
5 7.03 ± 0.46
8.6 20.2
19 152 49, 61, 79,
101, 111
Agriornis murinus Lesser Shrike-Tyrant 29.9 open short-distance
migrant 3 0.524 0.522
2 3.13 ± 0.28
8.6 18.0
25 43 5, 78
Alectrurus risora Strange-tailed
Tyrant 21.0 open resident 3 0.525 0.526
10 3.10 ± 0.25
22.5 26.8
90 128 45, 46, 57,
79, 89
Alectrurus tricolor Cock-tailed Tyrant 16.0 open resident 2.5 0.525 0.528
4 2.54 ± 0.29
23.5 23.5
137 137 18
Arundinicola leucocephala
White-headed Marsh Tyrant 13.6 enclosed resident 3 0.524 0.524
17 1.95 ± 0.27
23.9 28.7
33 130
10, 29, 35,
36, 58, 59,
79, 86, 87,
94, 117
Colonia colonus Long-tailed Tyrant 16.8 cavity resident 2.5 0.527 0.525
1 2.12
23.9 23.9
121 121 35 Colorhamphus
parvirostris Patagonian Tyrant 8.5 open short-distance
migrant 3 0.527 NA
9 2.06 ± 0.25
8.6 16.4
41 153 4, 21, 82,
86, 99, 109
Contopus cinereus Tropical Pewee 12.5 open resident 2.5 0.525 0.526
11 1.78 ± 0.28
22.4 27.0
47 126 3, 10, 36,
3
73, 105, 106
Contopus cooperi Olive-sided
Flycatcher 35.6 open
medium/long-distance migrant 3.5 0.525 0.523
2 2.71 ± 0.17
19.9 24.0
91 115 11, 23
Contopus latirostris Lesser Antillean
Pewee 10.3 open resident 2 0.525 0.526
1 1.68
24.7 24.7
102 102 14
Contopus pertinax Greater Pewee 27.1 open short-distance
migrant 3 0.525 0.523
3 2.79 ± 0.05
21.6 27.7
63 88 11, 95
Contopus sordidulus Western Wood-
Pewee 13.0 open
medium/long-distance migrant 3 0.525 0.526
2 1.72 ± 0.06
16.3 23.6
63 84 7, 11
Contopus virens Eastern Wood-
Pewee 13.8 open
medium/long-distance migrant 3 0.525 0.523
4 1.91 ± 0.19
19.6 23.3
121 140 7, 11, 23, 95
Empidonax difficilis Pacific-slope
Flycatcher 10.3 cavity
medium/long-distance migrant 4 0.524 NA
12 1.61 ± 0.22
14.1 29.1
61 107
11, 12, 19,
75, 76, 79 Empidonax
flavescens Yellowish Flycatcher 10.5 open resident 2.5 0.524 0.527
1 1.92
21.2 21.2
43 43 13
Empidonax flaviventris
Yellow-bellied Flycatcher 12.0 cavity
medium/long-distance migrant 4 0.527 0.527
8 2.00 ± 0.47
15.4 22.3
98 135 19, 23, 79
Empidonax fulvifrons Buff-breasted
Flycatcher 7.95 open resident 3.5 0.524 NA
1 1.13
20.5 20.5
89 89 12 Empidonax
hammondii Hammond's
Flycatcher 10.5 open short-distance
migrant 4 0.521 NA
6 1.51 ± 0.14
10.2 32.9
31 124 7, 11, 17,
19, 75
Empidonax minimus Least Flycatcher 11.5 open
medium/long-distance migrant 4 0.529 0.526
23 1.36 ± 0.07
13.7 21.3
44 131 7, 11, 19, 23
Empidonax oberholseri Dusky Flycatcher 10.38 open
short-distance migrant 4 0.521 0.521
5 1.88 ± 0.10
16.0 21.2
64 74 19
4
Empidonax traillii Willow Flycatcher 13.4 open
medium/long-distance migrant 3.5 0.526 NA
33 1.80 ± 0.22
8.6 23.3
44 133
7, 11, 20,
23, 114
Empidonax virescens Acadian Flycatcher 13.1 open
medium/long-distance migrant 3 0.523 0.524
11 2.02 ± 0.21
16.6 28.7
94 141
7, 11, 19,
108, 114
Empidonax wrightii Gray Flycatcher 12.3 open short-distance
migrant 3.5 0.524 0.524
3 1.92 ± 0.33
16.0 22.0
49 64 7, 11, 98
Fluvicola albiventer Black-backed Water-
Tyrant 11.6 enclosed short-distance
migrant 2.5 0.525 0.525
14 1.87 ± 0.18
22.5 27.5
90 131 42, 57, 63,
74, 79, 86
Fluvicola nengeta Masked Water-
Tyrant 21.0 enclosed resident 2 0.528 0.528
5 2.10 ± 0.12
22.6 26.8
72 127 63, 65, 76,
81, 96
Fluvicola pica Pied Water-Tyrant 14.0 enclosed resident 2.5 0.523 0.524
11 1.64 ± 0.25
26.1 28.7
33 126
10, 29, 36,
58, 59, 87,
94, 117, 118 Hirundinea
ferruginea Cliff Flycatcher 22.5 open resident 2 0.525 0.528
2 2.62 ± 0.22
23.9 25.2
120 121 34, 35
Hymenops perspicillatus Spectacled Tyrant 22.9 open
short-distance migrant 3 0.524 0.524
16 2.81 ± 0.45
19.3 27.1
33 131
9, 40, 42,
47, 48, 49,
57, 60, 79,
86, 103 Knipolegus
aterrimus White-winged Black-
Tyrant 20.0 open short-distance
migrant 2.5 0.524 0.523
2 3.07 ± 0.39
23.6 25.2
120 134 57, 86 Knipolegus
cyanirostris Blue-billed Black-
Tyrant 15.4 open short-distance
migrant 2 0.524 0.525
4 2.81 ± 0.46
22.4 26.0
82 131 41, 57, 88 Knipolegus
nigerrimus Velvety Black-Tyrant 20.2 open resident 2.5 0.524 0.527
1 3.44
20.2 20.2
107 108 92
Knipolegus signatus Andean Tyrant 17.8 open resident 2 0.524 0.526
7 2.72 ± 0.40
19.8 25.2
82 120 34, 57, 85,
86 Knipolegus
striaticeps Cinereous Tyrant 11 open resident 2 0.524 0.525
1 1.91
25.2 25.2
120 120 34
Lathrotriccus euleri Euler's Flycatcher 11.5 open resident 2.5 NA NA
14 1.77 ± 0.24
20.8 26.1
65 138 1, 2, 6, 10,
5
35, 36, 57,
73, 86
Lessonia oreas Andean Negrito 13.8 open resident 3.5 0.524 0.524
1 2.48
12.2 12.2
82 82 111
Lessonia rufa Austral Negrito 12.5 open short-distance
migrant 3 0.524 0.525
7 2.18 ± 0.31
9.3 22.6
35 139 28, 49, 79,
86, 90, 115
Machetornis rixosa Cattle Tyrant 29.6 enclosed resident 3.5 0.524 0.524
18 3.73 ± 0.30
20.9 28.7
90 141
25, 29, 34,
40, 42, 48,
57, 68, 74,
79, 86, 94,
96, 103, 115 Muscisaxicola
albilora White-browed
Ground-Tyrant 26.5 cavity short-distance
migrant 2.5 0.524 0.524
1 3.66
19.6 19.6
47 47 91 Muscisaxicola
alpinus Plain-capped
Ground-Tyrant 26.1 cavity resident 4 0.524 0.524
1 4.89
9.4 9.4
20 20 53 Muscisaxicola
capistratus Cinnamon-bellied
Ground-Tyrant 26.6 cavity short-distance
migrant 3 0.524 0.524
1 4.33
13.9 13.9
53 53 69 Muscisaxicola
cinereus Cinereous Ground-
Tyrant 18.6 enclosed resident 2 0.524 0.524
1 3.57
17.8 17.8
149 149 62 Muscisaxicola
juninensis Puna Ground-Tyrant 22.2 enclosed resident 2 0.524 0.524
1 3.89
20.2 20.2
68 68 49 Muscisaxicola
maclovianus Dark-faced Ground-
Tyrant 23.8 enclosed short-distance
migrant 2.5 0.524 0.524
2 3.65 ± 0.38
9.3 9.3
84 84 22 Muscisaxicola
maculirostris Spot-billed Ground-
Tyrant 14.2 open resident 3 0.524 NA
4 2.02 ± 0.28
19.3 20.2
35 68 49, 79 Muscisaxicola
rufivertex Rufous-naped
Ground-Tyrant 20.0 cavity short-distance
migrant 3 0.524 0.524
1 3.54
16.0 16.0
98 98 100
Myiobius atricaudus Black-tailed
Flycatcher 10.0 enclosed resident 2 0.527 0.527
5 1.39 ± 0.09
19.2 27.5
32 60 54, 105, 106
Myiobius barbatus Whiskered
Flycatcher 11.5 enclosed resident 2 0.526 NA
6 1.53 ± 0.14
22.3 26.0
20 139 35, 52, 55,
63, 107 Myiobius
sulphureipygius Sulphur-rumped
Flycatcher 12.0 enclosed resident 2 0.527 0.526
3 1.55 ± 0.10
22.3 26.5
32 43 75, 105, 106
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Myiophobus cryptoxanthus
Olive-chested Flycatcher 11.0 open resident 2 0.525 0.523
4 1.59 ± 0.06
10.8 24.2
15 26
51, 64, 64,
106
Myiophobus fasciatus
Bran-colored Flycatcher 10.3 open resident 2 0.524 0.524
28 1.67 ± 0.13
15.7 27.7
32 138
2, 10, 36,
39, 43, 51,
57, 58, 59,
60, 69, 73,
79, 80, 83,
86, 93, 102,
104, 105,
106 Myiotheretes
fumigatus Smoky Bush-Tyrant 33.4 enclosed resident 2 0.524 0.524
1 3.55
17.8 17.8
19 19 110 Ochthoeca
cinnamomeiventris
Slaty-backed Chat-Tyrant 11.9 open resident 2 0.525 NA
4 2.01 ± 0.02
9.8 23.9
20 73 50, 79, 102
Ochthoeca diadema Yellow-bellied Chat-
Tyrant 11.5 open resident 2 0.525 0.528
4 1.78 ± 0.19
9.8 23.9
20 89 56, 79, 102,
112
Ochthoeca fumicolor Brown-backed Chat-
Tyrant 16.6 open resident 2 0.525 0.525
3 2.41 ± 0.09
12.8 23.9
20 73 64, 79, 102 Ochthoeca
leucophrys White-browed Chat-
Tyrant 13.1 open resident 2 0.525 0.528
1 2.66
11.8 11.8
30 30 79 Ochthoeca
oenanthoides
d'Orbigny's Chat-
Tyrant 17.7 cavity resident 2 0.525 0.525
2 2.35 ± 0.30
23.9 25.0
73 116 77, 79
Pyrocephalus rubinus Vermilion Flycatcher 13.1 open resident 2.5 0.528 0.528
46 1.65 ± 0.17
11.8 28.7
30 138
8, 11, 15,
24, 29, 31,
35, 38, 42,
47, 48, 57,
60, 66, 68,
70, 71, 73,
79, 86, 94,
95, 97, 102,
103, 113,
115
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Pyrrhomyias cinnamomeus
Cinnamon Flycatcher 10.5 open resident 2 0.525 0.528
1 1.42
22.4 22.4
114 114 27
Satrapa icterophrys Yellow-browed
Tyrant 20.2 open short-distance
migrant 3 NA NA
17 2.37 ± 0.32
20.9 25.4
90 131 47, 48, 57,
68, 79, 86
Sayornis nigricans Black Phoebe 18.7 open resident 4.5 0.526 0.524
14 2.15 ± 0.17
10.4 27.2
29 171
3, 8, 11, 16,
33, 44, 75,
86, 87, 102,
106, 116
Sayornis phoebe Eastern Phoebe 18.3 open short-distance
migrant 5 0.526 0.524
4 2.27 ± 0.12
19.6 22.5
120 138 11, 23
Sayornis saya Say's Phoebe 20.9 enclosed
medium/long-distance migrant 4.5 0.526 0.525
2 2.56 ± 0.42
8.6 21.7
75 102 11, 72
Xolmis cinereus Gray Monjita 57.6 open resident 2.5 0.524 0.524
9 5.68 ± 0.21
22.0 26.8
106 129 42, 57, 67,
73, 83, 86
Xolmis coronatus Black-crowned
Monjita 47.0 open short-distance
migrant 2.5 0.524 0.524
4 5.19 ± 0.86
22.1 23.5
44 130 57, 70, 71,
88
Xolmis dominicanus Black-and-white
Monjita 42.8 open resident 3.5 0.524 0.524
2 4.40 ± 0.21
19.2 22.8
124 131 37, 57
Xolmis irupero White Monjita 29.8 cavity resident 3.5 0.524 0.522
13 3.60 ± 0.40
22.5 26.8
82 131
30, 42, 57,
63, 79, 86,
88
Xolmis pyrope Fire-eyed Diucon 38.3 open resident 3 0.524 0.524
8 4.52 ± 0.39
8.6 19.3
35 153 4, 32, 79, 86
Xolmis salinarum Salinas Monjita 25.1 open resident 2 0.524 0.527 1 3.63
26.5 26.5 85 85 26
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Journal of Avian Biology
Supporting Information
Ecological and environmental factors related to variation in egg size of New World flycatchers
Neander M. Heming and Miguel Â. Marini
Appendix 2. Geographical variation of predictor variables used in the analyses.
Figure A1. Species richness maps by nest-type and migratory behaviour of Fluvicolinae species across the New World. Open (a),
enclosed (b), and hole nesters (c) in the top row. Resident species (d), short-distance migrants (e), and medium/long-distance
migrants (f) in the bottom row. Distribution data derived from BirdLife International (2011). We used only the breeding areas.
Figure A2. Maps of the environmental variables and clutch size of Fluvicolinae species across the New World used as predictors in the
generalized linear mixed model (GLMM) and model selection. a). Mean temperature during the warmest quarter (Bio10, ºC, Hijmans et
al. 2005) as a proxy for mean temperature during the breeding season (TempBreed); b) annual range (max – min) of monthly actual
evapotranspiration (mm, Ahn and Tateishi 1994) as a measure for actual evapotranspiration seasonality (AETseas), and: c) average
clutch size across species occurring in each pixel. Distribution data derived from BirdLife International (2011). We used only the
breeding areas.
1
Journal of Avian Biology
Supporting Information
Ecological and environmental factors related to variation in egg size of New
World flycatchers
Neander M. Heming and Miguel Â. Marini
Appendix 3. Supporting result tables
Table A1. Ranking of 32 candidate models to test the ecological and environmental
relationships of Fluvicolinae egg size taken from the studies within the literature
conducted across the New World. Egg sizes were estimated using specific Kw
(correction factor) values, as described in “Egg size calculation” subsection of
“MATERIALS AND METHODS” section. Number of estimable parameters (K), second-
order Akaike’s information criterion values (AICc), AICc differences (∆AICc), AICc
Weights (Wi), and model likelihood (LL) are presented. Fixed variables considered
include migratory behaviour (Migratory), nest type (Nest), species’ typical clutch size
(Clutch), mean temperature during breeding season (TempBreed), and Actual
Evapotranspiration seasonality (AETseas). We used log(Body mass) as covariate and
species as random factor in all models.
Model K AICc ∆AICc Wi LL
TempBreed+Migratory 5 -619.02 0.00 0.30 316.52
AETseas+TempBreed+Migratory 6 -617.45 1.57 0.14 316.74
TempBreed+Clutch+Migratory 6 -617.44 1.58 0.13 316.73
TempBreed+Migratory+Nest 7 -616.17 2.85 0.07 317.10
2
AETseas+TempBreed+Clutch+Migratory 7 -615.90 3.12 0.06 316.96
TempBreed+Clutch+Migratory+Nest 8 -615.34 3.68 0.05 317.68
TempBreed 3 -615.10 3.92 0.04 312.56
Migratory 4 -614.72 4.29 0.03 313.37
AETseas+TempBreed+Migratory+Nest 8 -614.67 4.35 0.03 317.35
AETseas+TempBreed+Clutch+Migratory+Nest 9 -613.93 5.09 0.02 317.98
TempBreed+Clutch 4 -613.47 5.55 0.02 312.75
AETseas+TempBreed 4 -613.45 5.57 0.02 312.74
Clutch+Migratory 5 -612.88 6.14 0.01 313.45
AETseas+Migratory 5 -612.73 6.28 0.01 313.38
AETseas+TempBreed+Clutch 5 -611.88 7.14 0.01 312.95
Migratory+Nest 6 -611.60 7.42 0.01 313.81
1 2 -611.50 7.52 0.01 309.76
TempBreed+Nest 5 -611.42 7.59 0.01 312.72
AETseas+Clutch+Migratory 6 -610.89 8.13 0.01 313.46
TempBreed+Clutch+Nest 6 -610.26 8.75 0.00 313.15
Clutch+Migratory+Nest 7 -610.15 8.87 0.00 314.09
AETseas+TempBreed+Nest 6 -609.79 9.23 0.00 312.91
Clutch 3 -609.62 9.40 0.00 309.82
AETseas+Migratory+Nest 7 -609.60 9.42 0.00 313.81
AETseas 3 -609.51 9.51 0.00 309.77
AETseas+TempBreed+Clutch+Nest 7 -608.73 10.28 0.00 313.38
AETseas+Clutch+Migratory+Nest 8 -608.15 10.86 0.00 314.09
Nest 4 -607.76 11.26 0.00 309.89
AETseas+Clutch 4 -607.62 11.40 0.00 309.82
Clutch+Nest 5 -606.11 12.90 0.00 310.07
AETseas+Nest 5 -605.76 13.25 0.00 309.89
AETseas+Clutch+Nest 6 -604.12 14.90 0.00 310.07
3
Table A2. Ranking of 32 candidate models to test the ecological and environmental
relationships of Fluvicolinae egg size taken from the studies within the literature
conducted across the New World. Egg sizes were estimated using Hoyt’s (1979)
method. Number of estimable parameters (K), second-order Akaike’s information
criterion values (AICc), AICc differences (∆AICc), AICc Weights (Wi), and model
likelihood (LL) are presented. Fixed variables considered include migratory behaviour
(Migratory), nest type (Nest), species’ typical clutch size (Clutch), mean temperature
during breeding season (TempBreed), and Actual Evapotranspiration seasonality
(AETseas). We used log(Body mass) as covariate and species as random factor in all
models.
Model K AICc ∆AICc Wi LL
TempBreed+Migratory 5 -619.46 0.00 0.30 316.74
TempBreed+Clutch+Migratory 6 -618.04 1.42 0.15 317.03
AETseas+TempBreed+Migratory 6 -617.94 1.52 0.14 316.98
AETseas+TempBreed+Clutch+Migratory 7 -616.56 2.89 0.07 317.29
TempBreed+Migratory+Nest 7 -616.46 3.00 0.07 317.24
TempBreed+Clutch+Migratory+Nest 8 -615.79 3.67 0.05 317.91
TempBreed 3 -615.19 4.27 0.04 312.61
Migratory 4 -615.12 4.34 0.03 313.57
AETseas+TempBreed+Migratory+Nest 8 -615.00 4.46 0.03 317.51
AETseas+TempBreed+Clutch+Migratory+Nest 9 -614.44 5.02 0.02 318.23
TempBreed+Clutch 4 -613.66 5.80 0.02 312.84
AETseas+TempBreed 4 -613.60 5.85 0.02 312.82
Clutch+Migratory 5 -613.37 6.08 0.01 313.70
AETseas+Migratory 5 -613.12 6.34 0.01 313.57
AETseas+TempBreed+Clutch 5 -612.14 7.31 0.01 313.08
Migratory+Nest 6 -611.86 7.59 0.01 313.94
4
1 2 -611.51 7.95 0.01 309.77
TempBreed+Nest 5 -611.40 8.06 0.01 312.71
AETseas+Clutch+Migratory 6 -611.38 8.08 0.01 313.70
Clutch+Migratory+Nest 7 -610.52 8.93 0.00 314.27
TempBreed+Clutch+Nest 6 -610.29 9.16 0.00 313.16
AETseas+Migratory+Nest 7 -609.87 9.59 0.00 313.95
AETseas+TempBreed+Nest 6 -609.82 9.64 0.00 312.92
Clutch 3 -609.68 9.78 0.00 309.85
AETseas 3 -609.51 9.95 0.00 309.77
AETseas+TempBreed+Clutch+Nest 7 -608.84 10.62 0.00 313.43
AETseas+Clutch+Migratory+Nest 8 -608.53 10.93 0.00 314.28
AETseas+Clutch 4 -607.68 11.78 0.00 309.85
Nest 4 -607.67 11.79 0.00 309.85
Clutch+Nest 5 -606.05 13.40 0.00 310.04
AETseas+Nest 5 -605.67 13.79 0.00 309.85
AETseas+Clutch+Nest 6 -604.05 15.40 0.00 310.04
5
Table A3. Model averaged estimates (Estimate), unconditional standard errors (SE),
profile likelihood 85% confidence intervals (CI), and importance (W) of the fixed effects
across all generalized linear mixed model (GLMM) testing the variation of Fluvicolinae
egg sizes taken from the studies within the literature conducted across the New World.
Fixed variables considered include migratory behaviour (Migratory), nest type (Nest),
species average clutch size (Clutch), mean temperature during breeding season
(TempBreed), and Actual Evapotranspiration seasonality (AETseas). We used
log(Body mass) as a covariate and species as a random factor in all models. Egg sizes
were estimated using specific Kw (correction factor) values, as described in “Egg size
calculation” subsection of “MATERIALS AND METHODS” section.
Variable Estimate SE CI lower CI upper W
Intercept -0.947 0.177 -1.201 -0.692
Short-distance migrants -0.025 0.030 -0.069 0.019 0.343
Medium/long-distance migrants 0.021 0.051 -0.052 0.094 0.197
Clutch 0.056 0.053 -0.020 0.132 0.197
Enclosed nesters 0.065 0.031 0.021 0.109 0.901
Hole nesters -0.075 0.053 -0.152 0.001 0.901
TempBreed -0.004 0.002 -0.007 -0.002 0.908
AETseas 0.00012 0.00019 -0.00015 0.00039 0.317
6
Table A4. Spatial autocorrelation analyses for residuals of Fluvicolinae egg size across
the New World, showing distance classes, mean distance for each class (Distance
Center, km), number of connections used in each distance class (Count), and Moran’s I
and P value for the averaged model.
Dist. Class
Distance Center
Count Moran's I P
1 247 14,070 0.060 0.005
2 653 14,354 0.011 0.286
3 990 13,854 -0.026 0.030
4 1,403 14,044 -0.059 0.005
5 2,051 14,080 0.018 0.131
6 2,924 14,034 -0.013 0.261
7 3,648 14,062 -0.002 0.839
8 4,100 14,064 -0.026 0.030
9 4,463 14,014 -0.005 0.628
10 4,853 14,070 -0.006 0.593
11 5,424 14,080 0.019 0.065
12 6,717 14,084 -0.002 0.864
13 8,068 14,058 -0.027 0.025
14 8,772 14,092 -0.027 0.045
15 9,413 14,078 0.091 0.005
16 11,587 14,038 -0.040 0.010