Ecological Archives A025-005-A3

Ecological Archives A025-005-A3

D. Stralberg, S. M. Matsuoka, A. Hamann, E. M. Bayne, P. Sólymos, F. K. A. Schmiegelow, X. Wang, S. G. Cumming, and S. J. Song. 2015. Projecting boreal bird responses to climate change: the signal exceeds the noise. Ecological Applications 25:52–69. http://dx.doi.org/10.1890/13-2289.1

Appendix C. Individual species model evaluation.

Table C1. Mean cross-validation statistics for climate-only vs. climate + land use + topography models across 11 bootstrap iterations containing 10 cross-validation runs each. Significantly greater cross-validation statistics (n = 11) based on pairwise t tests with a multiple comparison correction (n = 80) are indicated in bold (* p < 0.05, ** p < 0.005). ‡ symbols denote the 38 species currently breeding in the Alaskan boreal region.

		Climate-only				Climate + Land Use + Topo
Species Code	Common name (Scientific name)	Deviance Explained		Correlation Coefficient		Deviance Explained		Correlation Coefficient
ALFL	Alder Flycatcher (Empidonax alnorum) ‡	0.123		0.230		0.115		0.233
AMCR	American Crow (Corvus brachyrhynchos)	0.108		0.196		0.158	**	0.246	**
AMGO	American Goldfinch (Spinus tristis)	0.253		0.333		0.267	**	0.339
AMPI	American Pipit (Anthus rubescens) ‡	0.152		0.205		0.134		0.188
AMRE	American Redstart (Setophaga ruticilla)	0.164		0.329		0.153		0.314
AMRO	American Robin (Turdus migratorius) ‡	0.085		0.250		0.105	**	0.275	**
ATSP	American Tree Sparrow (Spizella arborea) ‡	0.638		0.511		0.634		0.518
BAWW	Black-and-white Warbler (Mniotilta varia)	0.152		0.216		0.143		0.217
BBWA	Bay-breasted Warbler (Setophaga castanea)	0.218		0.229		0.221		0.229
BCCH	Black-capped Chickadee (Poecile atricapillus) ‡	0.120		0.200		0.119		0.202
BHCO	Brown-headed Cowbird (Molothrus ater)	0.303		0.324		0.324	**	0.326
BHVI	Blue-headed Vireo (Vireo solitarius)	0.176		0.252		0.173		0.251
BLBW	Blackburnian Warbler (Setophaga fusca)	0.217		0.276		0.222		0.271
BLJA	Blue Jay (Cyanocitta cristata)	0.202		0.240		0.197		0.238
BLPW	Blackpoll Warbler (Setophaga striata) ‡	0.198		0.250		0.193		0.236
BOCH	Boreal Chickadee (Poecile hudsonicus) ‡	0.140		0.157		0.130		0.151
BRBL	Brewer's Blackbird (Euphagus cyanocephalus)	0.294		0.203		0.292		0.207
BRCR	Brown Creeper (Certhia americana) ‡	0.040		0.104		0.043		0.108
BTNW	Black-throated Green Warbler (Setophaga virens)	0.223		0.292		0.219		0.293
CAWA	Canada Warbler (Cardellina canadensis)	0.126		0.206		0.122		0.200
CCSP	Clay-colored Sparrow (Spizella pallida)	0.530		0.497		0.532		0.484
CEDW	Cedar Waxwing (Bombycilla cedrorum)	0.069		0.110		0.067		0.110
CHSP	Chipping Sparrow (Spizella passerina) ‡	0.082		0.185		0.085		0.187
CMWA	Cape May Warbler (Setophaga tigrina)	0.196		0.195		0.183		0.189
COGR	Common Grackle (Quiscalus quiscula)	0.338		0.322		0.352	**	0.335
CONW	Connecticut Warbler (Oporornis agilis)	0.244		0.180		0.239		0.177
CORA	Common Raven (Corvus corax) ‡	0.003		0.060		-0.003		0.050
CORE	Common Redpoll (Acanthis flammea) ‡	0.361		0.260		0.355		0.257
COYE	Common Yellowthroat (Geothlypis trichas)	0.136		0.246		0.142		0.254	*
CSWA	Chestnut-sided Warbler (Setophaga pensylvanica)	0.267		0.333		0.273		0.341
DEJU	Dark-eyed Junco (Junco hyemalis) ‡	0.197		0.297		0.204		0.298
EAKI	Eastern Kingbird (Tyrannus tyrannus)	0.216		0.222		0.225		0.224
EAPH	Eastern Phoebe (Sayornis phoebe)	0.162		0.172		0.149		0.166
EVGR	Evening Grosbeak (Coccothraustes vespertinus)	0.069		0.115		0.078		0.117
FOSP	Fox Sparrow (Passerella iliaca) ‡	0.419		0.434		0.406		0.421
GCKI	Golden-crowned Kinglet (Regulus satrapa) ‡	0.114		0.171		0.127	**	0.181	**
GCTH	Gray-cheeked Thrush (Catharus minimus) ‡	0.415		0.342		0.417		0.346
GRAJ	Gray Jay (Perisoreus canadensis) ‡	0.237		0.295		0.211		0.286
HETH	Hermit Thrush (Catharus guttatus) ‡	0.112		0.241		0.119	*	0.250	**
HOLA	Horned Lark (Eremophila alpestris) ‡	0.467		0.413		0.482		0.409
LCSP	Le Conte's Sparrow (Ammodramus leconteii)	0.207		0.184		0.178		0.157
LEFL	Least Flycatcher (Empidonax minimus)	0.092	*	0.162	*	0.080		0.150
LISP	Lincoln's Sparrow (Melospiza lincolnii) ‡	0.186		0.254		0.189		0.253
MAWA	Magnolia Warbler (Setophaga magnolia)	0.298		0.412		0.300		0.416
MOWA	Mourning Warbler (Geothlypis philadelphia)	0.166		0.226		0.167		0.230
NAWA	Nashville Warbler (Oreothlypis ruficapilla)	0.354		0.428		0.359		0.436
NOWA	Northern Waterthrush (Parkesia noveboracensis) ‡	0.140		0.201		0.137		0.195
OCWA	Orange-crowned Warbler (Oreothlypis celata) ‡	0.273		0.298		0.271		0.297
OSFL	Olive-sided Flycatcher (Contopus cooperi) ‡	0.078		0.126		0.077		0.131
OVEN	Ovenbird (Seiurus aurocapilla)	0.301		0.453		0.309		0.461	*
PAWA	Palm Warbler (Setophaga palmarum)	0.226		0.251		0.210		0.239
PHVI	Philadelphia Vireo (Vireo philadelphicus)	0.255		0.271		0.252		0.268
PIGR	Pine Grosbeak (Pinicola enucleator) ‡	0.052		0.084		0.052		0.088
PISI	Pine Siskin (Spinus pinus) ‡	0.168		0.181		0.185		0.195
PUFI	Purple Finch (Carpodacus purpureus)	0.095		0.129		0.071		0.114
RBGR	Rose-breasted Grosbeak (Pheucticus ludovicianus)	0.159		0.210		0.169		0.220
RBNU	Red-breasted Nuthatch (Sitta canadensis) ‡	0.097		0.178		0.107	*	0.187
RCKI	Ruby-crowned Kinglet (Regulus calendula) ‡	0.276		0.419		0.285		0.426
REVI	Red-eyed Vireo (Vireo olivaceus)	0.286		0.437		0.287		0.442	**
RUBL	Red-winged Blackbird (Agelaius phoeniceus) ‡	0.156		0.166		0.157		0.171
RWBL	Rusty Blackbird (Euphagus carolinus) ‡	0.307		0.370		0.332	**	0.374
SAVS	Savannah Sparrow (Passerculus sandwichensis) ‡	0.195		0.320		0.252	**	0.341
SOSP	Song Sparrow (Melospiza melodia)	0.227		0.372		0.263	**	0.408	**
SWSP	Swamp Sparrow (Melospiza georgiana)	0.156		0.194		0.149		0.181
SWTH	Swainson's Thrush (Catharus ustulatus) ‡	0.227		0.423		0.245		0.429	**
TEWA	Tennessee Warbler (Oreothlypis peregrina)	0.429		0.535		0.442		0.543
TRES	Tree Swallow (Tachycineta bicolor) ‡	0.070		0.115		0.098	*	0.139
VATH	Varied Thrush (Ixoreus naevius) ‡	0.373		0.376		0.378		0.375
VESP	Vesper Sparrow (Pooecetes gramineus)	0.462		0.457		0.474		0.460
WAVI	Warbling Vireo (Vireo gilvus)	0.274		0.340		0.267		0.342
WCSP	White-crowned Sparrow (Zonotrichia leucophrys) ‡	0.558		0.527		0.556		0.528
WETA	Western Tanager (Piranga ludoviciana)	0.333		0.336		0.331		0.339
WEWP	Western Wood-Pewee (Contopus sordidulus) ‡	0.278		0.295		0.272		0.295
WIWA	Wilson's Warbler (Cardellina pusilla) ‡	0.291		0.357		0.288		0.354
WIWR	Winter Wren (Troglodytes hiemalis)	0.244		0.340		0.254	**	0.350	**
WTSP	White-throated Sparrow (Zonotrichia albicollis)	0.279		0.434		0.276		0.434
WWCR	White-winged Crossbill (Loxia leucoptera) ‡	0.106		0.118		0.102		0.116
YBFL	Yellow-bellied Flycatcher (Empidonax flaviventris)	0.243		0.303		0.252		0.310
YRWA	Yellow-rumped Warbler (Setophaga coronata) ‡	0.155		0.304		0.178	**	0.318
YWAR	Yellow Warbler (Setophaga petechia) ‡	0.143		0.271		0.144		0.260
Mean		0.222		0.274		0.225		0.276
5%		0.069		0.115		0.071		0.114
95%		0.462		0.459		0.474		0.462

Table C2. Variable importance (across bootstrap iterations) in climate-only models, as measured by the proportion of overall deviance explained by each variable. See Table C1 for species code definitions. See Appendix A Table A1 for climate variable definitions.

species	dd01	dd51	emt	td	cmi	cmijja	msp
ALFL	0.019	0.026	0.017	0.023	0.012	0.011	0.013
AMCR	0.015	0.037	0.009	0.008	0.012	0.011	0.016
AMGO	0.032	0.121	0.031	0.03	0.015	0.011	0.014
AMPI	0.004	0.092	0.036	0.004	0.002	0.008	0.006
AMRE	0.035	0.04	0.019	0.024	0.019	0.009	0.018
AMRO	0.018	0.013	0.032	0.008	0.008	0.003	0.004
ATSP	0.128	0.193	0.175	0.06	0.032	0.013	0.036
BAWW	0.015	0.047	0.01	0.018	0.018	0.012	0.034
BBWA	0.048	0.048	0.013	0.045	0.025	0.012	0.028
BCCH	0.014	0.036	0.029	0.005	0.008	0.019	0.008
BHCO	0.024	0.101	0.017	0.025	0.083	0.019	0.036
BHVI	0.021	0.043	0.01	0.012	0.035	0.02	0.035
BLBW	0.029	0.072	0.015	0.027	0.022	0.014	0.037
BLJA	0.008	0.108	0.01	0.008	0.013	0.019	0.034
BLPW	0.035	0.042	0.032	0.029	0.021	0.012	0.027
BOCH	0.034	0.031	0.011	0.004	0.015	0.017	0.029
BRBL	0.037	0.047	0.035	0.039	0.082	0.031	0.023
BRCR	0.01	0.002	0.004	0.004	0.003	0.002	0.016
BTNW	0.039	0.045	0.03	0.028	0.037	0.012	0.031
CAWA	0.029	0.041	0.012	0.014	0.01	0.004	0.016
CEDW	0.015	0.009	0.019	0.009	0.01	0.003	0.004
CHSP	0.007	0.011	0.005	0.016	0.021	0.011	0.011
CMWA	0.077	0.035	0.011	0.032	0.008	0.012	0.021
COGR	0.014	0.182	0.02	0.023	0.049	0.015	0.036
CONW	0.066	0.044	0.028	0.03	0.018	0.021	0.039
CORA	0.001	0.001	0	0.001	0	0	0
CORE	0.123	0.062	0.123	0.02	0.009	0.008	0.017
COYE	0.02	0.048	0.008	0.012	0.015	0.012	0.021
CSWA	0.066	0.072	0.02	0.033	0.039	0.012	0.025
DEJU	0.025	0.046	0.02	0.038	0.029	0.012	0.028
EAKI	0.019	0.045	0.033	0.022	0.055	0.007	0.035
EAPH	0.019	0.048	0.017	0.01	0.027	0.006	0.034
EVGR	0.004	0.004	0.009	0.011	0.024	0.01	0.006
FOSP	0.059	0.107	0.06	0.042	0.033	0.076	0.043
GCKI	0.013	0.018	0.018	0.023	0.018	0.01	0.015
GCTH	0.105	0.156	0.086	0.051	0.005	0.003	0.009
GRAJ	0.041	0.031	0.019	0.01	0.018	0.01	0.027
HETH	0.017	0.019	0.011	0.024	0.009	0.015	0.016
HOLA	0.049	0.056	0.039	0.068	0.194	0.015	0.046
LCSP	0.033	0.048	0.012	0.029	0.033	0.011	0.042
LEFL	0.026	0.02	0.008	0.014	0.008	0.004	0.012
LISP	0.036	0.053	0.03	0.033	0.006	0.012	0.016
MAWA	0.035	0.072	0.02	0.035	0.048	0.023	0.064
MOWA	0.044	0.039	0.006	0.033	0.016	0.003	0.025
NAWA	0.064	0.046	0.023	0.091	0.029	0.015	0.085
NOWA	0.024	0.038	0.021	0.02	0.013	0.006	0.017
OCWA	0.035	0.057	0.033	0.05	0.032	0.025	0.041
OSFL	0.009	0.017	0.011	0.013	0.014	0.005	0.009
OVEN	0.054	0.083	0.024	0.045	0.029	0.03	0.036
PAWA	0.039	0.019	0.022	0.086	0.036	0.009	0.014
PHVI	0.064	0.03	0.018	0.062	0.008	0.012	0.06
PIGR	0.004	0.007	0.005	0.007	0.005	0.004	0.02
PISI	0.024	0.031	0.02	0.046	0.017	0.01	0.021
PUFI	0.01	0.021	0.008	0.01	0.021	0.005	0.019
RBGR	0.041	0.032	0.005	0.03	0.015	0.009	0.028
RBNU	0.013	0.014	0.008	0.016	0.015	0.022	0.009
RCKI	0.034	0.087	0.012	0.032	0.014	0.063	0.034
REVI	0.035	0.114	0.023	0.029	0.017	0.037	0.031
RUBL	0.039	0.017	0.021	0.049	0.012	0.004	0.015
RWBL	0.027	0.121	0.024	0.026	0.038	0.008	0.063
SAVS	0.034	0.036	0.044	0.025	0.023	0.011	0.023
SOSP	0.017	0.12	0.035	0.012	0.011	0.018	0.014
SWSP	0.02	0.026	0.014	0.035	0.037	0.006	0.019
SWTH	0.027	0.081	0.018	0.023	0.047	0.013	0.018
TEWA	0.141	0.101	0.079	0.045	0.023	0.015	0.024
TOWA	0.019	0.039	0.032	0.151	0.079	0.019	0.057
TRES	0.007	0.037	0.004	0.005	0.003	0.008	0.006
VATH	0.014	0.053	0.016	0.06	0.099	0.033	0.099
VESP	0.041	0.048	0.029	0.018	0.272	0.021	0.034
WAVI	0.01	0.041	0.012	0.084	0.057	0.029	0.041
WCSP	0.23	0.087	0.145	0.037	0.008	0.01	0.041
WETA	0.026	0.035	0.02	0.076	0.05	0.071	0.056
WEWP	0.021	0.028	0.019	0.072	0.049	0.035	0.054
WIWA	0.044	0.122	0.041	0.036	0.024	0.01	0.014
WIWR	0.066	0.033	0.009	0.033	0.02	0.029	0.054
WTSP	0.055	0.045	0.009	0.034	0.023	0.064	0.049
WWCR	0.025	0.027	0.01	0.015	0.006	0.008	0.014
YBFL	0.042	0.022	0.013	0.037	0.032	0.045	0.051
YRWA	0.028	0.05	0.014	0.013	0.021	0.012	0.018
YWAR	0.03	0.026	0.025	0.017	0.016	0.01	0.02
Mean	0.037	0.053	0.025	0.031	0.030	0.016	0.028
5%	0.007	0.009	0.005	0.005	0.005	0.003	0.006
95%	0.106	0.121	0.079	0.076	0.082	0.046	0.060

Table C3. Mean variable importance (across bootstrap iterations) in climate + land use + topography models, as measured by the proportion of overall deviance explained by each variable. See Table C1 for species code definitions. See Appendix A Table A1 for climate variable definitions; cti = compound topographic index; wetland/agricult/urban/water = wetland/agricultural/urban/water proportion within 4-km grid cell. Species with a clear negative response to agriculture and/or urban development are highlighted in bold.

Species	dd01	dd51	emt	td	cmi	cmijja	msp	cti	wetland	agricult	urban	water
ALFL	0.013	0.016	0.011	0.016	0.009	0.008	0.010	0.012	0.007	0.003	0.000	0.009
AMCR	0.010	0.028	0.008	0.006	0.014	0.009	0.005	0.011	0.004	0.057	0.003	0.005
AMGO	0.016	0.073	0.016	0.019	0.015	0.009	0.010	0.019	0.019	0.045	0.008	0.017
AMPI	0.004	0.082	0.030	0.003	0.002	0.004	0.005	0.003	0.000	0.000	0.000	0.001
AMRE	0.018	0.037	0.012	0.015	0.013	0.008	0.011	0.008	0.005	0.006	0.000	0.019
AMRO	0.013	0.008	0.025	0.006	0.007	0.003	0.004	0.001	0.001	0.012	0.006	0.018
ATSP	0.113	0.186	0.159	0.036	0.021	0.008	0.026	0.070	0.012	0.000	0.000	0.003
BAWW	0.008	0.035	0.004	0.008	0.012	0.008	0.025	0.014	0.003	0.018	0.001	0.007
BBWA	0.039	0.042	0.012	0.035	0.017	0.006	0.015	0.016	0.012	0.005	0.000	0.022
BCCH	0.008	0.023	0.019	0.002	0.007	0.014	0.006	0.005	0.002	0.013	0.017	0.003
BHCO	0.018	0.075	0.015	0.017	0.068	0.016	0.025	0.015	0.000	0.066	0.006	0.002
BHVI	0.007	0.033	0.006	0.006	0.040	0.014	0.027	0.009	0.017	0.005	0.000	0.009
BLBW	0.021	0.054	0.009	0.021	0.017	0.006	0.026	0.019	0.008	0.016	0.000	0.023
BLJA	0.005	0.095	0.007	0.006	0.008	0.017	0.028	0.005	0.004	0.012	0.008	0.003
BLPW	0.029	0.038	0.019	0.018	0.010	0.010	0.014	0.018	0.024	0.000	0.000	0.012
BOCH	0.028	0.025	0.007	0.002	0.010	0.019	0.026	0.003	0.003	0.000	0.000	0.006
BRBL	0.018	0.019	0.020	0.040	0.060	0.018	0.021	0.015	0.000	0.037	0.005	0.039
BRCR	0.009	0.003	0.003	0.002	0.001	0.001	0.006	0.001	0.001	0.000	0.016	0.001
BTNW	0.019	0.030	0.021	0.013	0.041	0.008	0.022	0.012	0.004	0.021	0.000	0.026
CAWA	0.016	0.030	0.009	0.010	0.006	0.003	0.007	0.015	0.002	0.005	0.000	0.020
CCSP	0.040	0.030	0.104	0.020	0.073	0.005	0.026	0.016	0.000	0.218	0.000	0.000
CEDW	0.004	0.004	0.008	0.012	0.002	0.001	0.001	0.011	0.000	0.019	0.001	0.003
CHSP	0.006	0.008	0.005	0.014	0.018	0.009	0.009	0.004	0.002	0.004	0.003	0.003
CMWA	0.053	0.028	0.007	0.016	0.005	0.007	0.011	0.005	0.018	0.000	0.000	0.033
COGR	0.006	0.133	0.009	0.010	0.043	0.005	0.025	0.005	0.002	0.054	0.001	0.057
CONW	0.055	0.028	0.025	0.025	0.017	0.016	0.025	0.009	0.004	0.021	0.000	0.014
CORA	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.000	0.000
CORE	0.071	0.030	0.082	0.008	0.009	0.007	0.012	0.020	0.113	0.000	0.000	0.004
COYE	0.016	0.038	0.006	0.013	0.013	0.009	0.017	0.008	0.002	0.016	0.001	0.002
CSWA	0.058	0.068	0.014	0.035	0.025	0.008	0.016	0.012	0.008	0.021	0.001	0.007
DEJU	0.016	0.051	0.015	0.030	0.026	0.011	0.020	0.006	0.014	0.006	0.004	0.004
EAKI	0.012	0.037	0.022	0.018	0.051	0.003	0.029	0.009	0.000	0.034	0.000	0.009
EAPH	0.011	0.037	0.014	0.006	0.011	0.002	0.021	0.008	0.012	0.013	0.012	0.002
EVGR	0.004	0.004	0.009	0.012	0.026	0.013	0.006	0.004	0.000	0.001	0.000	0.000
FOSP	0.038	0.101	0.047	0.032	0.022	0.070	0.029	0.021	0.040	0.000	0.000	0.006
GCKI	0.012	0.012	0.019	0.023	0.014	0.009	0.014	0.004	0.007	0.006	0.000	0.007
GCTH	0.082	0.138	0.084	0.046	0.010	0.002	0.008	0.027	0.019	0.000	0.000	0.001
GRAJ	0.036	0.024	0.015	0.010	0.013	0.009	0.023	0.009	0.024	0.001	0.000	0.002
HETH	0.014	0.015	0.010	0.023	0.006	0.012	0.014	0.008	0.005	0.008	0.002	0.003
HOLA	0.043	0.025	0.037	0.045	0.203	0.006	0.029	0.035	0.001	0.053	0.000	0.006
LCSP	0.011	0.016	0.002	0.031	0.017	0.002	0.015	0.003	0.000	0.068	0.000	0.012
LEFL	0.019	0.016	0.004	0.009	0.005	0.003	0.006	0.010	0.001	0.007	0.000	0.001
LISP	0.026	0.050	0.021	0.025	0.005	0.009	0.011	0.011	0.020	0.003	0.000	0.008
MAWA	0.022	0.072	0.009	0.032	0.046	0.017	0.065	0.011	0.007	0.013	0.001	0.006
MOWA	0.033	0.029	0.003	0.035	0.013	0.003	0.016	0.011	0.011	0.004	0.000	0.009
NAWA	0.048	0.033	0.015	0.109	0.012	0.008	0.085	0.004	0.006	0.023	0.000	0.015
NOWA	0.014	0.029	0.010	0.011	0.007	0.004	0.008	0.021	0.020	0.001	0.000	0.010
OCWA	0.025	0.051	0.021	0.051	0.026	0.020	0.033	0.021	0.005	0.007	0.000	0.010
OSFL	0.008	0.014	0.009	0.011	0.011	0.003	0.006	0.005	0.005	0.000	0.000	0.004
OVEN	0.024	0.080	0.013	0.049	0.014	0.037	0.021	0.013	0.005	0.043	0.001	0.009
PAWA	0.028	0.011	0.015	0.071	0.029	0.006	0.010	0.016	0.016	0.000	0.000	0.008
PHVI	0.031	0.009	0.006	0.043	0.004	0.007	0.028	0.008	0.002	0.000	0.000	0.114
PIGR	0.004	0.005	0.005	0.004	0.005	0.004	0.020	0.005	0.000	0.000	0.000	0.001
PISI	0.023	0.027	0.018	0.050	0.014	0.010	0.017	0.023	0.000	0.001	0.000	0.001
PUFI	0.002	0.008	0.002	0.002	0.011	0.002	0.011	0.013	0.017	0.001	0.000	0.002
RBGR	0.038	0.025	0.007	0.030	0.013	0.008	0.028	0.007	0.002	0.008	0.000	0.003
RBNU	0.013	0.010	0.007	0.013	0.013	0.026	0.008	0.006	0.002	0.008	0.000	0.001
RCKI	0.027	0.077	0.013	0.028	0.011	0.061	0.031	0.007	0.014	0.012	0.000	0.004
REVI	0.034	0.109	0.019	0.024	0.009	0.035	0.026	0.004	0.002	0.020	0.001	0.003
RUBL	0.033	0.012	0.020	0.045	0.009	0.002	0.011	0.004	0.003	0.000	0.000	0.018
RWBL	0.020	0.058	0.017	0.027	0.013	0.011	0.021	0.010	0.007	0.106	0.000	0.041
SAVS	0.025	0.029	0.035	0.012	0.009	0.012	0.007	0.010	0.035	0.077	0.000	0.001
SOSP	0.011	0.060	0.016	0.007	0.029	0.017	0.020	0.003	0.007	0.081	0.003	0.009
SWSP	0.011	0.014	0.007	0.030	0.035	0.004	0.013	0.014	0.004	0.000	0.000	0.016
SWTH	0.025	0.076	0.019	0.019	0.034	0.012	0.014	0.008	0.004	0.030	0.000	0.003
TEWA	0.122	0.091	0.081	0.037	0.023	0.011	0.020	0.013	0.018	0.015	0.000	0.009
TRES	0.003	0.010	0.002	0.005	0.001	0.003	0.010	0.012	0.006	0.023	0.001	0.022
VATH	0.012	0.051	0.011	0.054	0.097	0.030	0.094	0.015	0.004	0.000	0.000	0.010
VESP	0.034	0.038	0.025	0.025	0.201	0.020	0.026	0.022	0.000	0.081	0.000	0.004
WAVI	0.006	0.035	0.008	0.078	0.046	0.027	0.037	0.014	0.002	0.010	0.000	0.005
WCSP	0.223	0.083	0.139	0.032	0.007	0.008	0.039	0.006	0.011	0.001	0.003	0.005
WETA	0.019	0.020	0.016	0.053	0.036	0.060	0.037	0.069	0.004	0.008	0.002	0.007
WEWP	0.014	0.022	0.017	0.063	0.044	0.031	0.045	0.010	0.002	0.021	0.000	0.003
WIWA	0.038	0.113	0.033	0.032	0.021	0.009	0.011	0.025	0.001	0.000	0.000	0.004
WIWR	0.063	0.021	0.007	0.035	0.018	0.025	0.051	0.011	0.004	0.017	0.000	0.002
WTSP	0.052	0.039	0.007	0.028	0.022	0.059	0.040	0.011	0.012	0.004	0.000	0.004
WWCR	0.011	0.017	0.013	0.008	0.004	0.007	0.009	0.013	0.017	0.000	0.000	0.001
YBFL	0.032	0.015	0.011	0.035	0.030	0.039	0.039	0.008	0.026	0.003	0.000	0.013
YRWA	0.024	0.046	0.020	0.011	0.016	0.010	0.017	0.008	0.002	0.016	0.000	0.008
YWAR	0.015	0.017	0.015	0.011	0.011	0.006	0.009	0.015	0.009	0.019	0.001	0.016
Mean	0.028	0.041	0.021	0.024	0.024	0.013	0.021	0.012	0.009	0.019	0.001	0.010
5%	0.004	0.005	0.003	0.002	0.002	0.002	0.005	0.003	0.000	0.000	0.000	0.001
95%	0.072	0.109	0.082	0.054	0.068	0.040	0.045	0.025	0.024	0.077	0.008	0.033

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