Crosby, Andrew D; Elmore R, Dwayne (2014): Avian occupancy probabilities, vegetation structure, and presence of Northern Bobwhite (Colinus virginianus) in eastern and central Oklahoma (2009-2011) [dataset]. Michigan State University, Department of Fisheries and Wildlife, PANGAEA, https://doi.org/10.1594/PANGAEA.840329, Supplement to: Crosby, Andrew D; Elmore R, Dwayne; Leslie Jr., David M; Will, Rodney E (2015): Looking beyond rare species as umbrella species: Northern Bobwhites (Colinus virginianus) and conservation of grassland and shrubland birds. Biological Conservation, 186, 233-240, https://doi.org/10.1016/j.biocon.2015.03.018
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Abstract:
Changes in land use and land cover throughout the eastern half of North America have caused substantial declines in populations of birds that rely on grassland and shrubland vegetation types, including socially and economically important game birds such as the Northern Bobwhite (Colinus virginianus; hereafter bobwhites). As much attention is focused on habitat management and restoration for bobwhites, they may act as an umbrella species for other bird species with similar habitat requirements. We quantified the relationship of bobwhites to the overall bird community and evaluated the potential for bobwhites to act as an umbrella species for grassland and shrubland birds. We monitored bobwhite presence and bird community composition within 31 sample units on selected private lands in the south-central United States from 2009 to 2011. Bobwhites were strongly associated with other grassland and shrubland birds and were a significant positive predictor for 9 species. Seven of these, including Bell's Vireo (Vireo bellii), Dicksissel (Spiza americana), and Grasshopper Sparrow (Ammodramus savannarum), are listed as species of conservation concern. Species richness and occupancy probability of grassland and shrubland birds were higher relative to the overall bird community in sample units occupied by bobwhites. Our results show that bobwhites can act as an umbrella species for grassland and shrubland birds, although the specific species in any given situation will depend on region and management objectives. These results suggest that efficiency in conservation funding can be increased by using public interest in popular game species to leverage resources to meet multiple conservation objectives.
Coverage:
Median Latitude: 34.985000 * Median Longitude: -96.030000 * South-bound Latitude: 34.380000 * West-bound Longitude: -96.570000 * North-bound Latitude: 36.030000 * East-bound Longitude: -94.740000
Event(s):
Oklahoma_townsh1 * Latitude: 36.030000 * Longitude: -94.740000 * Location: Oklahoma, United States of America * Method/Device: Biological sample (BIOS)
Comment:
The purpose of this data was to determine the capacity of Northern Bobwhite (Colinus virginianus) to act as an umbrella species for other birds that rely on grassland and shrubland vegetation types. The database consists of occupancy probabilities within sample units for 33 bird species from point counts done in eastern and central Oklahoma in 2009-2011. Sample units are 400-meter-radius circles (~52 ha). The four letter codes are American Ornithologists Union species codes. Location is accurate to the township centroid (~ 93.2 square km; 36 square mi), meaning that samples with the same location occurred in the same township.
Parameter(s):
| # | Name | Short Name | Unit | Principal Investigator | Method/Device | Comment |
|---|---|---|---|---|---|---|
| 1 | Event label | Event | ||||
| 2 | Sample ID | Sample ID | Crosby, Andrew D | |||
| 3 | Latitude of event | Latitude | ||||
| 4 | Longitude of event | Longitude | ||||
| 5 | Polioptila caerulea | P. caerulea | arbitrary units | Elmore R, Dwayne | Blue-gray Gnatcatcher, code: BGGN | |
| 6 | Baeolophus bicolor | B. bicolor | arbitrary units | Elmore R, Dwayne | Tufted Titmouse, code: TUTI | |
| 7 | Cardinalis cardinalis | C. cardinalis | arbitrary units | Elmore R, Dwayne | Northern Cardinal, code: NOCA | |
| 8 | Passerina ciris | P. ciris | arbitrary units | Elmore R, Dwayne | Painted Bunting, code: PABU | |
| 9 | Passerina cyanea | P. cyanea | arbitrary units | Elmore R, Dwayne | Indigo Bunting, code: INBU | |
| 10 | Vireo olivaceus | V. olivaceus | arbitrary units | Elmore R, Dwayne | Red-eyed Vireo, code: REVI | |
| 11 | Spizella pusilla | S. pusilla | arbitrary units | Elmore R, Dwayne | Field Sparrow, code: FISP | |
| 12 | Molothrus ater | M. ater | arbitrary units | Elmore R, Dwayne | Brown-headed Cowbird, code: BHCO | |
| 13 | Piranga rubra | P. rubra | arbitrary units | Elmore R, Dwayne | Summer Tanager, code: SUTA | |
| 14 | Thryothorus ludovicianus | T. ludovicianus | arbitrary units | Elmore R, Dwayne | Carolina Wren, code: CARW | |
| 15 | Myiarchus crinitus | M. crinitus | arbitrary units | Elmore R, Dwayne | Great-crested Flycatcher, code: GCFL | |
| 16 | Vireo griseus | V. griseus | arbitrary units | Elmore R, Dwayne | White-eyed Vireo, code: WEVI | |
| 17 | Passerina caerulea | P. caerulea | arbitrary units | Elmore R, Dwayne | Blue Grossbeak, code: BLGR | |
| 18 | Parula americana | P. americana | arbitrary units | Elmore R, Dwayne | Northern Parula, code: NOPA | |
| 19 | Coccyzus americanus | C. americanus | arbitrary units | Elmore R, Dwayne | Yellow-billed Cuckoo, code: YBCU | |
| 20 | Poecile carolinensis | P. carolinensis | arbitrary units | Elmore R, Dwayne | Carolina Chickadee, code: CACH | |
| 21 | Spiza americana | S. americana | arbitrary units | Elmore R, Dwayne | Dickcissel, code: DICK | |
| 22 | Icteria virens | I. virens | arbitrary units | Elmore R, Dwayne | Yellow-breasted Chat, code: YBCH | |
| 23 | Sitta carolinensis | S. carolinensis | arbitrary units | Elmore R, Dwayne | White-breasted Nuthatch, code: WBNU | |
| 24 | Thryomanes bewickii | T. bewickii | arbitrary units | Elmore R, Dwayne | Bewick's Wren, code: BEWR | |
| 25 | Vireo bellii | V. bellii | arbitrary units | Elmore R, Dwayne | Bell's Vireo, code: BEVI | |
| 26 | Dumatella carolinensis | D. carolinensis | arbitrary units | Elmore R, Dwayne | Gray Catbird, code: GRCA | |
| 27 | Mimus polyglottos | M. polyglottos | arbitrary units | Elmore R, Dwayne | Northern Mockingbird, code: NOMO | |
| 28 | Colinus virginianus | C. virginianus | arbitrary units | Elmore R, Dwayne | Northern Bobwhite, code: NOBO | |
| 29 | Sturnella magna | S. magna | arbitrary units | Elmore R, Dwayne | Eastern Meadowlark, code: EAME | |
| 30 | Chondestes grammacus | C. grammacus | arbitrary units | Elmore R, Dwayne | Lark Sparrow, code: LASP | |
| 31 | Dendroica discolor | D. discolor | arbitrary units | Elmore R, Dwayne | Prairie Warbler, code: PRAW | |
| 32 | Sialia sialis | S. sialis | arbitrary units | Elmore R, Dwayne | Eastern Bluebird, code: EABL | |
| 33 | Geothlypis trichas | G. trichas | arbitrary units | Elmore R, Dwayne | Common Yellowthroat, code: COYE | |
| 34 | Archilochus colubris | A. colubris | arbitrary units | Elmore R, Dwayne | Ruby-throated Hummingbird, code: RTHU | |
| 35 | Melanerpes erythrocephalus | M. erythrocephalus | arbitrary units | Elmore R, Dwayne | Red-headed Woodpecker, code: RHWO | |
| 36 | Aimophila cassinii | A. cassinii | arbitrary units | Elmore R, Dwayne | Cassin's Sparrow, code: CASP | |
| 37 | Agelaius phoeniceus | A. phoeniceus | arbitrary units | Elmore R, Dwayne | Red-winged Blackbird, code: RWBL | |
| 38 | Trees, canopy cover | Canopy cover | % | Elmore R, Dwayne | ||
| 39 | Proportion | Prop | Elmore R, Dwayne | of visual obstruction as an index to vegetation height | ||
| 40 | Colinus virginianus | C. virginianus | arbitrary units | Elmore R, Dwayne | presence on sample unit = 1, absence = 0 |
License:
Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported (CC-BY-NC-ND-3.0)
Size:
3367 data points
Data
| 1 Event | 2 Sample ID | 3 Latitude | 4 Longitude | 5 P. caerulea [arbitrary units] (Blue-gray Gnatcatcher, code: ...) | 6 B. bicolor [arbitrary units] (Tufted Titmouse, code: TUTI) | 7 C. cardinalis [arbitrary units] (Northern Cardinal, code: NOCA) | 8 P. ciris [arbitrary units] (Painted Bunting, code: PABU) | 9 P. cyanea [arbitrary units] (Indigo Bunting, code: INBU) | 10 V. olivaceus [arbitrary units] (Red-eyed Vireo, code: REVI) | 11 S. pusilla [arbitrary units] (Field Sparrow, code: FISP) | 12 M. ater [arbitrary units] (Brown-headed Cowbird, code: BHCO) | 13 P. rubra [arbitrary units] (Summer Tanager, code: SUTA) | 14 T. ludovicianus [arbitrary units] (Carolina Wren, code: CARW) | 15 M. crinitus [arbitrary units] (Great-crested Flycatcher, cod...) | 16 V. griseus [arbitrary units] (White-eyed Vireo, code: WEVI) | 17 P. caerulea [arbitrary units] (Blue Grossbeak, code: BLGR) | 18 P. americana [arbitrary units] (Northern Parula, code: NOPA) | 19 C. americanus [arbitrary units] (Yellow-billed Cuckoo, code: YBCU) | 20 P. carolinensis [arbitrary units] (Carolina Chickadee, code: CACH) | 21 S. americana [arbitrary units] (Dickcissel, code: DICK) | 22 I. virens [arbitrary units] (Yellow-breasted Chat, code: YBCH) | 23 S. carolinensis [arbitrary units] (White-breasted Nuthatch, code...) | 24 T. bewickii [arbitrary units] (Bewick's Wren, code: BEWR) | 25 V. bellii [arbitrary units] (Bell's Vireo, code: BEVI) | 26 D. carolinensis [arbitrary units] (Gray Catbird, code: GRCA) | 27 M. polyglottos [arbitrary units] (Northern Mockingbird, code: NOMO) | 28 C. virginianus [arbitrary units] (Northern Bobwhite, code: NOBO) | 29 S. magna [arbitrary units] (Eastern Meadowlark, code: EAME) | 30 C. grammacus [arbitrary units] (Lark Sparrow, code: LASP) | 31 D. discolor [arbitrary units] (Prairie Warbler, code: PRAW) | 32 S. sialis [arbitrary units] (Eastern Bluebird, code: EABL) | 33 G. trichas [arbitrary units] (Common Yellowthroat, code: COYE) | 34 A. colubris [arbitrary units] (Ruby-throated Hummingbird, co...) | 35 M. erythrocephalus [arbitrary units] (Red-headed Woodpecker, code: ...) | 36 A. cassinii [arbitrary units] (Cassin's Sparrow, code: CASP) | 37 A. phoeniceus [arbitrary units] (Red-winged Blackbird, code: RWBL) | 38 Canopy cover [%] | 39 Prop (of visual obstruction as an i...) | 40 C. virginianus [arbitrary units] (presence on sample unit = 1, ...) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Oklahoma_townsh1 | 1 | 36.03 | -94.74 | 0.999 | 1.000 | 0.594 | 0.293 | 1.000 | 1.000 | 1.000 | 0.744 | 1.000 | 0.399 | 0.666 | 1.000 | 1.000 | 1.000 | 0.528 | 0.607 | 0.083 | 0.077 | 0.484 | 0.137 | 0.040 | 0.207 | 0.161 | 0.152 | 0.084 | 0.272 | 1.000 | 0.191 | 0.031 | 0.177 | 0.231 | 0.007 | 0.145 | 58.9 | 0.318 | 0 |
| Oklahoma_townsh1 | 2 | 36.03 | -94.74 | 0.997 | 1.000 | 0.546 | 0.261 | 1.000 | 0.368 | 1.000 | 1.000 | 1.000 | 1.000 | 0.665 | 1.000 | 1.000 | 1.000 | 0.492 | 0.564 | 0.067 | 1.000 | 1.000 | 0.132 | 0.029 | 0.172 | 0.149 | 0.152 | 0.064 | 0.246 | 0.053 | 0.176 | 0.032 | 0.158 | 0.246 | 0.005 | 0.128 | 58.9 | 0.560 | 0 |
| Oklahoma_townsh1 | 3 | 36.03 | -94.74 | 0.997 | 1.000 | 1.000 | 0.278 | 1.000 | 0.367 | 1.000 | 1.000 | 1.000 | 0.386 | 0.647 | 0.218 | 1.000 | 1.000 | 1.000 | 1.000 | 0.069 | 1.000 | 1.000 | 0.118 | 0.035 | 0.153 | 0.150 | 0.121 | 0.072 | 0.233 | 1.000 | 0.190 | 0.026 | 0.163 | 0.226 | 0.011 | 0.132 | 58.9 | 0.454 | 0 |
| Oklahoma_townsh1 | 4 | 36.03 | -94.74 | 0.998 | 1.000 | 1.000 | 1.000 | 0.229 | 1.000 | 0.324 | 1.000 | 1.000 | 1.000 | 1.000 | 0.176 | 1.000 | 1.000 | 1.000 | 0.488 | 0.040 | 0.057 | 0.456 | 0.075 | 0.012 | 1.000 | 0.113 | 0.109 | 0.056 | 0.220 | 1.000 | 0.166 | 0.018 | 0.158 | 0.226 | 0.004 | 0.132 | 74.7 | 0.254 | 0 |
| Oklahoma_townsh1 | 5 | 36.03 | -94.74 | 0.997 | 1.000 | 1.000 | 0.069 | 1.000 | 1.000 | 0.291 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.332 | 0.437 | 0.021 | 1.000 | 0.377 | 0.069 | 0.012 | 0.092 | 0.076 | 0.084 | 0.035 | 0.194 | 0.018 | 0.141 | 0.016 | 0.141 | 0.207 | 0.005 | 0.115 | 74.7 | 0.349 | 0 |
| Oklahoma_townsh1 | 6 | 36.03 | -94.74 | 0.997 | 1.000 | 0.277 | 0.081 | 1.000 | 1.000 | 0.303 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.368 | 1.000 | 1.000 | 0.452 | 0.038 | 1.000 | 0.409 | 0.073 | 0.011 | 0.106 | 0.096 | 0.079 | 0.033 | 0.186 | 0.029 | 0.146 | 0.015 | 0.130 | 0.207 | 0.005 | 0.107 | 74.7 | 0.398 | 0 |
| Oklahoma_townsh1 | 7 | 36.03 | -94.74 | 0.997 | 1.000 | 0.427 | 0.246 | 1.000 | 1.000 | 1.000 | 0.685 | 1.000 | 1.000 | 0.579 | 0.234 | 1.000 | 1.000 | 1.000 | 0.547 | 0.066 | 0.078 | 0.488 | 0.106 | 0.021 | 1.000 | 0.139 | 0.139 | 1.000 | 0.257 | 0.031 | 0.184 | 0.018 | 0.168 | 0.241 | 0.004 | 0.133 | 69.9 | 0.366 | 0 |
| Oklahoma_townsh1 | 8 | 36.03 | -94.74 | 0.998 | 1.000 | 1.000 | 0.357 | 1.000 | 1.000 | 0.618 | 1.000 | 1.000 | 0.479 | 1.000 | 0.284 | 1.000 | 0.192 | 0.564 | 0.628 | 0.089 | 0.111 | 0.521 | 0.151 | 0.052 | 1.000 | 0.187 | 0.192 | 0.096 | 0.275 | 0.057 | 0.215 | 0.036 | 0.176 | 0.244 | 0.008 | 0.148 | 69.9 | 0.366 | 0 |
| Oklahoma_townsh1 | 9 | 36.03 | -94.74 | 0.999 | 1.000 | 1.000 | 0.136 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.041 | 0.064 | 0.452 | 0.078 | 0.011 | 1.000 | 0.140 | 0.113 | 0.045 | 0.221 | 0.031 | 1.000 | 0.013 | 0.144 | 1.000 | 0.004 | 0.136 | 57.0 | 0.230 | 0 |
| Oklahoma_townsh1 | 10 | 36.03 | -94.74 | 0.999 | 1.000 | 1.000 | 0.121 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.492 | 1.000 | 1.000 | 1.000 | 0.449 | 0.491 | 0.042 | 0.057 | 0.438 | 0.079 | 0.012 | 0.152 | 0.127 | 0.103 | 0.053 | 0.967 | 0.024 | 1.000 | 0.011 | 0.151 | 0.229 | 0.003 | 0.134 | 57.0 | 0.230 | 0 |
| Oklahoma_townsh1 | 17 | 36.03 | -94.74 | 0.999 | 1.000 | 0.582 | 0.285 | 0.286 | 1.000 | 0.561 | 1.000 | 1.000 | 1.000 | 1.000 | 0.224 | 1.000 | 1.000 | 1.000 | 0.572 | 0.069 | 0.082 | 1.000 | 0.143 | 0.037 | 0.160 | 0.161 | 0.150 | 0.068 | 0.239 | 0.049 | 0.199 | 0.031 | 0.156 | 0.233 | 0.007 | 0.118 | 82.0 | 0.297 | 0 |
| Oklahoma_townsh1 | 18 | 36.03 | -94.74 | 0.997 | 0.696 | 1.000 | 0.331 | 1.000 | 1.000 | 0.561 | 1.000 | 1.000 | 1.000 | 0.679 | 0.232 | 0.563 | 1.000 | 1.000 | 0.554 | 0.068 | 0.086 | 0.462 | 0.142 | 0.038 | 0.187 | 0.167 | 0.152 | 0.081 | 0.252 | 0.054 | 0.172 | 0.031 | 0.173 | 0.216 | 0.009 | 0.140 | 82.0 | 0.404 | 0 |
| Oklahoma_townsh1 | 19 | 36.03 | -94.74 | 0.998 | 0.745 | 1.000 | 0.358 | 0.449 | 1.000 | 0.597 | 1.000 | 0.835 | 0.433 | 0.693 | 0.314 | 0.582 | 1.000 | 1.000 | 0.614 | 0.078 | 0.109 | 1.000 | 0.144 | 0.047 | 0.219 | 0.181 | 0.169 | 0.097 | 0.287 | 0.045 | 0.201 | 0.034 | 0.187 | 1.000 | 0.008 | 0.149 | 82.0 | 0.263 | 0 |
| Oklahoma_townsh1 | 20 | 36.03 | -94.74 | 0.896 | 0.793 | 1.000 | 0.468 | 0.494 | 1.000 | 0.661 | 0.839 | 1.000 | 0.512 | 0.722 | 0.349 | 0.621 | 1.000 | 0.633 | 0.630 | 0.128 | 0.123 | 0.544 | 0.182 | 0.047 | 1.000 | 0.208 | 0.191 | 0.094 | 0.289 | 0.064 | 0.220 | 0.035 | 0.191 | 1.000 | 0.009 | 0.143 | 84.8 | 0.180 | 0 |
| Oklahoma_townsh1 | 21 | 36.03 | -94.74 | 0.997 | 1.000 | 0.683 | 0.365 | 1.000 | 1.000 | 0.623 | 1.000 | 1.000 | 1.000 | 1.000 | 0.307 | 0.598 | 1.000 | 0.566 | 0.612 | 0.085 | 0.101 | 1.000 | 0.173 | 0.040 | 0.219 | 0.184 | 0.176 | 0.094 | 0.272 | 0.052 | 0.207 | 0.032 | 1.000 | 0.262 | 0.007 | 0.145 | 84.8 | 0.329 | 0 |
| Oklahoma_townsh1 | 22 | 36.03 | -94.74 | 0.998 | 1.000 | 0.672 | 0.381 | 1.000 | 1.000 | 0.617 | 1.000 | 0.808 | 0.478 | 0.712 | 0.250 | 0.590 | 1.000 | 1.000 | 0.612 | 0.086 | 0.096 | 1.000 | 0.177 | 0.053 | 0.182 | 0.182 | 0.201 | 0.086 | 0.262 | 0.052 | 0.202 | 0.031 | 1.000 | 0.267 | 0.009 | 0.139 | 84.8 | 0.167 | 0 |
| Oklahoma_townsh2 | 11 | 36.03 | -94.85 | 1.000 | 0.487 | 1.000 | 0.230 | 0.343 | 1.000 | 0.407 | 0.688 | 1.000 | 1.000 | 1.000 | 0.243 | 0.431 | 1.000 | 1.000 | 1.000 | 0.061 | 0.088 | 1.000 | 0.097 | 0.018 | 0.171 | 0.155 | 0.112 | 0.066 | 0.247 | 0.030 | 0.197 | 0.023 | 0.167 | 0.232 | 0.004 | 0.156 | 86.9 | 0.142 | 0 |
| Oklahoma_townsh2 | 12 | 36.03 | -94.85 | 0.999 | 0.742 | 1.000 | 0.352 | 1.000 | 1.000 | 0.599 | 0.807 | 1.000 | 0.436 | 0.706 | 0.311 | 0.590 | 1.000 | 0.581 | 0.593 | 0.104 | 0.120 | 0.516 | 0.141 | 0.041 | 0.229 | 0.187 | 0.166 | 0.078 | 0.286 | 0.051 | 0.200 | 0.025 | 0.185 | 0.268 | 0.007 | 0.152 | 86.9 | 0.154 | 0 |
| Oklahoma_townsh2 | 13 | 36.03 | -94.85 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.297 | 1.000 | 1.000 | 0.153 | 0.477 | 0.115 | 0.359 | 1.000 | 1.000 | 1.000 | 0.029 | 0.032 | 0.384 | 0.063 | 0.011 | 0.097 | 0.081 | 0.086 | 0.039 | 0.172 | 0.018 | 0.132 | 0.011 | 1.000 | 0.200 | 0.001 | 0.104 | 86.9 | 0.402 | 0 |
| Oklahoma_townsh2 | 14 | 36.03 | -94.85 | 0.997 | 1.000 | 0.297 | 0.123 | 1.000 | 1.000 | 0.327 | 0.592 | 1.000 | 0.217 | 1.000 | 0.198 | 0.389 | 1.000 | 0.459 | 1.000 | 0.049 | 0.062 | 0.455 | 0.083 | 0.011 | 0.158 | 0.133 | 0.093 | 0.056 | 0.221 | 0.024 | 0.167 | 0.015 | 0.151 | 0.234 | 0.002 | 0.137 | 86.8 | 0.170 | 0 |
| Oklahoma_townsh2 | 15 | 36.03 | -94.85 | 0.997 | 1.000 | 0.554 | 0.256 | 1.000 | 1.000 | 0.528 | 1.000 | 1.000 | 1.000 | 0.633 | 0.217 | 0.532 | 1.000 | 0.489 | 0.569 | 0.072 | 0.082 | 1.000 | 0.123 | 0.034 | 0.164 | 0.148 | 0.120 | 0.057 | 0.238 | 0.046 | 0.189 | 0.025 | 0.162 | 0.228 | 0.003 | 0.147 | 86.8 | 0.111 | 0 |
| Oklahoma_townsh2 | 16 | 36.03 | -94.85 | 0.999 | 1.000 | 0.347 | 0.150 | 1.000 | 1.000 | 0.353 | 1.000 | 1.000 | 0.211 | 1.000 | 0.171 | 0.401 | 1.000 | 0.454 | 1.000 | 0.047 | 0.058 | 1.000 | 0.069 | 0.010 | 0.137 | 0.132 | 0.112 | 0.059 | 0.216 | 0.032 | 0.177 | 0.016 | 1.000 | 1.000 | 0.002 | 0.129 | 86.8 | 0.364 | 0 |
| Oklahoma_townsh2 | 23 | 36.03 | -94.85 | 0.997 | 1.000 | 1.000 | 0.168 | 1.000 | 1.000 | 1.000 | 0.638 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.504 | 1.000 | 0.057 | 0.066 | 0.477 | 0.088 | 0.014 | 1.000 | 0.128 | 0.122 | 0.056 | 0.242 | 0.033 | 0.179 | 0.018 | 0.156 | 0.232 | 0.003 | 0.136 | 63.1 | 0.475 | 0 |
| Oklahoma_townsh2 | 24 | 36.03 | -94.85 | 0.876 | 1.000 | 1.000 | 0.358 | 1.000 | 0.422 | 1.000 | 1.000 | 1.000 | 0.475 | 0.706 | 0.298 | 0.609 | 1.000 | 0.559 | 0.615 | 0.088 | 1.000 | 0.508 | 0.152 | 0.036 | 0.199 | 0.187 | 0.175 | 0.086 | 0.272 | 0.052 | 0.216 | 0.030 | 0.176 | 0.228 | 0.011 | 0.151 | 63.1 | 0.411 | 0 |
| Oklahoma_townsh2 | 25 | 36.03 | -94.85 | 0.997 | 1.000 | 1.000 | 0.351 | 1.000 | 1.000 | 0.619 | 1.000 | 0.838 | 0.455 | 0.714 | 1.000 | 0.601 | 1.000 | 0.563 | 0.607 | 0.096 | 1.000 | 0.532 | 0.147 | 0.039 | 0.211 | 0.188 | 0.167 | 0.096 | 0.276 | 0.049 | 0.228 | 0.028 | 0.171 | 0.238 | 0.012 | 0.143 | 63.1 | 0.645 | 0 |
| Oklahoma_townsh2 | 26 | 36.03 | -94.85 | 0.998 | 1.000 | 0.244 | 0.079 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.386 | 0.445 | 0.038 | 0.043 | 0.401 | 1.000 | 0.010 | 1.000 | 0.085 | 0.082 | 0.049 | 0.201 | 1.000 | 0.148 | 1.000 | 0.131 | 0.216 | 0.002 | 0.117 | 55.1 | 0.625 | 0 |
| Oklahoma_townsh2 | 27 | 36.03 | -94.85 | 0.999 | 1.000 | 0.233 | 0.074 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.347 | 1.000 | 0.341 | 1.000 | 0.029 | 1.000 | 0.384 | 0.072 | 0.009 | 0.098 | 1.000 | 1.000 | 0.039 | 0.187 | 1.000 | 0.156 | 1.000 | 0.128 | 0.201 | 0.002 | 0.099 | 55.1 | 0.655 | 1 |
| Oklahoma_townsh2 | 28 | 36.03 | -94.85 | 1.000 | 0.303 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.158 | 0.467 | 1.000 | 1.000 | 1.000 | 1.000 | 0.439 | 0.027 | 1.000 | 0.385 | 0.074 | 0.011 | 0.095 | 0.074 | 1.000 | 0.033 | 0.184 | 1.000 | 0.146 | 1.000 | 0.139 | 0.197 | 0.001 | 0.109 | 55.1 | 0.613 | 1 |
| Oklahoma_townsh2 | 29 | 36.03 | -94.85 | 0.996 | 0.326 | 0.221 | 0.086 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.123 | 1.000 | 1.000 | 0.366 | 0.443 | 0.034 | 0.041 | 0.373 | 0.078 | 0.010 | 1.000 | 0.080 | 0.079 | 1.000 | 0.207 | 0.016 | 1.000 | 0.016 | 0.129 | 0.198 | 0.003 | 0.109 | 28.6 | 0.528 | 1 |
| Oklahoma_townsh2 | 30 | 36.03 | -94.85 | 0.998 | 1.000 | 0.197 | 0.063 | 1.000 | 0.123 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.106 | 1.000 | 1.000 | 0.338 | 0.432 | 1.000 | 0.032 | 0.375 | 0.071 | 0.013 | 0.095 | 0.075 | 0.096 | 1.000 | 0.178 | 0.022 | 0.141 | 0.012 | 0.140 | 1.000 | 0.001 | 0.111 | 28.6 | 0.504 | 0 |
| Oklahoma_townsh2 | 31 | 36.03 | -94.85 | 0.998 | 1.000 | 1.000 | 0.081 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.160 | 1.000 | 0.099 | 1.000 | 1.000 | 1.000 | 0.432 | 1.000 | 1.000 | 1.000 | 0.078 | 0.011 | 0.098 | 0.077 | 1.000 | 0.035 | 0.188 | 0.024 | 1.000 | 1.000 | 0.141 | 0.199 | 0.004 | 1.000 | 28.6 | 0.623 | 1 |
| Oklahoma_townsh3 | 32 | 34.55 | -96.56 | 0.876 | 1.000 | 1.000 | 0.379 | 0.501 | 0.385 | 1.000 | 0.787 | 0.846 | 0.413 | 1.000 | 0.344 | 1.000 | 0.156 | 1.000 | 0.614 | 1.000 | 0.118 | 0.527 | 0.145 | 0.036 | 0.227 | 1.000 | 1.000 | 1.000 | 0.271 | 0.050 | 0.210 | 0.031 | 0.185 | 0.249 | 0.010 | 1.000 | 13.5 | 0.264 | 1 |
| Oklahoma_townsh3 | 33 | 34.55 | -96.56 | 0.817 | 0.642 | 0.544 | 0.247 | 0.297 | 0.349 | 0.519 | 0.721 | 1.000 | 0.377 | 0.644 | 0.226 | 1.000 | 0.133 | 0.492 | 0.551 | 1.000 | 0.077 | 0.476 | 0.127 | 0.027 | 0.145 | 1.000 | 0.147 | 1.000 | 0.228 | 0.043 | 1.000 | 0.027 | 0.157 | 0.233 | 0.005 | 0.142 | 13.5 | 0.348 | 1 |
| Oklahoma_townsh3 | 34 | 34.55 | -96.56 | 0.824 | 0.668 | 1.000 | 0.272 | 0.276 | 0.376 | 0.519 | 0.743 | 0.747 | 0.360 | 0.649 | 0.224 | 0.514 | 0.119 | 0.492 | 0.560 | 1.000 | 0.087 | 0.456 | 0.129 | 0.030 | 0.164 | 1.000 | 0.143 | 1.000 | 0.212 | 0.043 | 1.000 | 0.026 | 0.171 | 0.234 | 0.009 | 0.134 | 13.5 | 0.280 | 1 |
| Oklahoma_townsh3 | 35 | 34.55 | -96.56 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 0.132 | 1.000 | 0.595 | 1.000 | 1.000 | 1.000 | 0.188 | 1.000 | 0.052 | 1.000 | 1.000 | 0.044 | 0.059 | 1.000 | 0.076 | 0.013 | 0.162 | 0.122 | 0.104 | 0.053 | 0.222 | 0.026 | 0.188 | 0.011 | 0.143 | 0.224 | 0.003 | 0.143 | 74.3 | 0.365 | 0 |
| Oklahoma_townsh3 | 36 | 34.55 | -96.56 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 0.108 | 0.279 | 1.000 | 1.000 | 1.000 | 1.000 | 0.108 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.033 | 1.000 | 0.064 | 0.009 | 1.000 | 0.087 | 0.083 | 0.028 | 0.972 | 0.023 | 0.131 | 0.013 | 1.000 | 0.188 | 0.001 | 0.111 | 74.3 | 0.360 | 0 |
| Oklahoma_townsh3 | 37 | 34.55 | -96.56 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 0.115 | 0.294 | 1.000 | 1.000 | 1.000 | 1.000 | 0.089 | 0.363 | 0.043 | 1.000 | 1.000 | 0.027 | 1.000 | 1.000 | 0.067 | 0.009 | 0.098 | 0.072 | 0.082 | 0.045 | 0.978 | 0.017 | 0.130 | 0.010 | 0.145 | 0.203 | 0.003 | 0.111 | 74.3 | 0.227 | 0 |
| Oklahoma_townsh3 | 38 | 34.55 | -96.56 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.712 | 1.000 | 0.501 | 1.000 | 1.000 | 0.054 | 1.000 | 0.472 | 1.000 | 0.066 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.055 | 0.228 | 0.022 | 1.000 | 0.016 | 0.133 | 0.223 | 0.003 | 0.131 | 68.4 | 0.530 | 1 |
| Oklahoma_townsh3 | 39 | 34.55 | -96.56 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 0.119 | 1.000 | 1.000 | 0.581 | 1.000 | 0.482 | 1.000 | 1.000 | 0.039 | 1.000 | 0.412 | 1.000 | 1.000 | 0.386 | 0.071 | 1.000 | 0.092 | 0.072 | 1.000 | 0.034 | 0.991 | 0.018 | 0.145 | 0.010 | 0.124 | 0.201 | 0.003 | 0.112 | 68.4 | 0.674 | 1 |
| Oklahoma_townsh3 | 40 | 34.55 | -96.56 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.585 | 0.172 | 1.000 | 1.000 | 1.000 | 0.041 | 1.000 | 1.000 | 1.000 | 1.000 | 0.389 | 0.077 | 1.000 | 0.104 | 0.079 | 1.000 | 0.037 | 0.174 | 0.024 | 0.133 | 0.013 | 0.119 | 0.201 | 0.002 | 0.114 | 68.4 | 0.378 | 1 |
| Oklahoma_townsh3 | 44 | 34.55 | -96.56 | 0.998 | 0.777 | 1.000 | 1.000 | 0.414 | 0.451 | 1.000 | 0.811 | 0.811 | 0.457 | 0.711 | 1.000 | 1.000 | 0.204 | 0.578 | 0.618 | 0.096 | 0.118 | 0.520 | 1.000 | 1.000 | 0.211 | 0.197 | 1.000 | 0.094 | 0.278 | 0.055 | 0.199 | 0.029 | 0.173 | 0.242 | 0.008 | 0.142 | 33.5 | 0.610 | 1 |
| Oklahoma_townsh3 | 45 | 34.55 | -96.56 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 0.402 | 1.000 | 1.000 | 0.757 | 1.000 | 0.703 | 1.000 | 0.559 | 0.179 | 0.482 | 0.559 | 0.067 | 0.072 | 0.486 | 1.000 | 1.000 | 0.170 | 0.157 | 0.147 | 0.073 | 0.235 | 0.039 | 0.172 | 0.027 | 0.159 | 0.229 | 0.009 | 0.135 | 33.5 | 0.585 | 1 |
| Oklahoma_townsh3 | 46 | 34.55 | -96.56 | 0.998 | 0.694 | 1.000 | 1.000 | 0.282 | 0.407 | 1.000 | 1.000 | 0.768 | 0.441 | 1.000 | 0.226 | 0.554 | 0.161 | 0.519 | 1.000 | 0.069 | 1.000 | 0.473 | 1.000 | 1.000 | 0.173 | 1.000 | 1.000 | 0.069 | 0.973 | 0.047 | 0.193 | 0.021 | 0.162 | 0.199 | 0.003 | 0.148 | 33.5 | 0.397 | 1 |
| Oklahoma_townsh3 | 47 | 34.55 | -96.56 | 1.000 | 1.000 | 1.000 | 1.000 | 0.144 | 1.000 | 1.000 | 0.534 | 1.000 | 0.169 | 0.461 | 1.000 | 0.361 | 0.050 | 1.000 | 0.455 | 1.000 | 0.044 | 0.414 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.047 | 0.989 | 0.029 | 0.154 | 0.008 | 0.127 | 0.199 | 0.003 | 0.114 | 19.4 | 0.400 | 1 |
| Oklahoma_townsh3 | 48 | 34.55 | -96.56 | 0.996 | 1.000 | 1.000 | 1.000 | 0.083 | 0.123 | 1.000 | 0.511 | 0.576 | 0.163 | 0.465 | 1.000 | 1.000 | 0.039 | 0.339 | 0.403 | 1.000 | 1.000 | 0.394 | 1.000 | 1.000 | 1.000 | 0.081 | 1.000 | 0.031 | 0.185 | 0.017 | 0.143 | 0.009 | 0.138 | 0.191 | 0.003 | 0.103 | 19.4 | 0.504 | 1 |
| Oklahoma_townsh3 | 49 | 34.55 | -96.56 | 1.000 | 0.291 | 1.000 | 1.000 | 0.086 | 0.133 | 1.000 | 1.000 | 0.579 | 0.173 | 0.451 | 0.104 | 0.376 | 0.039 | 0.337 | 1.000 | 1.000 | 1.000 | 0.386 | 0.073 | 1.000 | 0.094 | 0.082 | 1.000 | 0.051 | 0.966 | 0.021 | 0.132 | 0.009 | 0.138 | 0.188 | 1.000 | 0.098 | 19.4 | 0.474 | 1 |
| Oklahoma_townsh4 | 41 | 34.46 | -96.57 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.621 | 0.806 | 0.843 | 1.000 | 0.707 | 1.000 | 0.594 | 0.201 | 1.000 | 1.000 | 0.073 | 0.102 | 0.516 | 0.163 | 1.000 | 1.000 | 0.191 | 0.184 | 0.096 | 0.264 | 0.054 | 0.206 | 0.031 | 0.198 | 1.000 | 0.009 | 0.158 | 54.5 | 0.770 | 1 |
| Oklahoma_townsh4 | 42 | 34.46 | -96.57 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.752 | 1.000 | 0.688 | 1.000 | 0.557 | 0.156 | 1.000 | 0.578 | 0.073 | 1.000 | 0.479 | 0.162 | 0.034 | 0.172 | 0.153 | 0.160 | 0.074 | 0.251 | 0.048 | 0.186 | 0.026 | 0.167 | 0.226 | 0.007 | 0.153 | 54.5 | 0.786 | 1 |
| Oklahoma_townsh4 | 43 | 34.46 | -96.57 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.755 | 1.000 | 0.697 | 1.000 | 1.000 | 0.173 | 1.000 | 1.000 | 1.000 | 1.000 | 0.492 | 0.158 | 0.046 | 0.172 | 0.135 | 0.152 | 0.067 | 0.223 | 1.000 | 0.169 | 0.023 | 0.184 | 0.231 | 0.008 | 0.136 | 54.5 | 0.541 | 0 |
| Oklahoma_townsh5 | 50 | 34.38 | -96.57 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.134 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.106 | 1.000 | 0.042 | 1.000 | 1.000 | 0.030 | 0.028 | 0.398 | 1.000 | 0.011 | 1.000 | 0.084 | 0.096 | 0.036 | 0.174 | 0.026 | 0.154 | 0.014 | 0.136 | 0.181 | 0.002 | 0.119 | 55.8 | 0.350 | 0 |
| Oklahoma_townsh5 | 51 | 34.38 | -96.57 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.131 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.109 | 0.378 | 0.042 | 1.000 | 1.000 | 0.033 | 0.023 | 0.382 | 1.000 | 0.009 | 0.103 | 0.089 | 0.080 | 0.041 | 0.181 | 0.018 | 1.000 | 0.013 | 0.136 | 0.206 | 0.004 | 0.100 | 55.8 | 0.574 | 0 |
| Oklahoma_townsh5 | 52 | 34.38 | -96.57 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 0.124 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.096 | 0.350 | 0.033 | 0.349 | 1.000 | 0.021 | 0.037 | 0.395 | 0.057 | 0.008 | 0.101 | 1.000 | 0.071 | 0.042 | 0.168 | 0.028 | 0.130 | 0.014 | 0.134 | 0.201 | 0.001 | 0.114 | 55.8 | 0.537 | 0 |
| Oklahoma_townsh5 | 53 | 34.38 | -96.57 | 1.000 | 1.000 | 1.000 | 1.000 | 0.231 | 0.149 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.059 | 0.458 | 1.000 | 0.047 | 0.062 | 0.458 | 1.000 | 0.017 | 1.000 | 0.126 | 0.124 | 0.042 | 0.229 | 0.031 | 0.157 | 0.016 | 0.142 | 0.213 | 0.004 | 0.146 | 51.9 | 0.555 | 0 |
| Oklahoma_townsh5 | 54 | 34.38 | -96.57 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 0.396 | 1.000 | 1.000 | 0.769 | 1.000 | 1.000 | 1.000 | 1.000 | 0.164 | 0.517 | 0.571 | 0.067 | 0.079 | 0.507 | 0.146 | 0.031 | 0.162 | 0.147 | 0.156 | 0.069 | 0.254 | 0.042 | 0.169 | 0.024 | 0.184 | 0.229 | 0.004 | 0.134 | 51.9 | 0.515 | 1 |
| Oklahoma_townsh5 | 55 | 34.38 | -96.57 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 0.375 | 1.000 | 1.000 | 0.756 | 1.000 | 1.000 | 1.000 | 0.588 | 0.154 | 0.506 | 1.000 | 0.070 | 0.083 | 0.473 | 0.158 | 0.037 | 0.154 | 0.155 | 0.165 | 0.071 | 0.233 | 0.043 | 0.180 | 0.027 | 0.162 | 0.218 | 0.009 | 0.142 | 51.9 | 0.590 | 1 |
| Oklahoma_townsh6 | 56 | 35.07 | -96.25 | 0.997 | 1.000 | 1.000 | 1.000 | 0.278 | 1.000 | 1.000 | 0.753 | 1.000 | 1.000 | 0.659 | 1.000 | 0.570 | 0.148 | 1.000 | 0.573 | 0.078 | 0.068 | 0.484 | 0.146 | 0.034 | 0.176 | 0.149 | 0.149 | 0.064 | 0.247 | 0.043 | 0.173 | 0.024 | 0.177 | 0.214 | 0.007 | 0.130 | 82.8 | 0.408 | 0 |
| Oklahoma_townsh6 | 57 | 35.07 | -96.25 | 0.999 | 1.000 | 1.000 | 1.000 | 0.272 | 1.000 | 1.000 | 1.000 | 1.000 | 0.396 | 0.676 | 1.000 | 0.572 | 0.149 | 0.498 | 0.581 | 0.071 | 0.078 | 0.470 | 0.142 | 0.042 | 0.167 | 1.000 | 0.141 | 0.057 | 0.240 | 0.045 | 0.191 | 0.031 | 0.173 | 0.233 | 0.004 | 0.139 | 82.8 | 0.408 | 0 |
| Oklahoma_townsh6 | 58 | 35.07 | -96.25 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.403 | 0.673 | 0.218 | 0.556 | 0.151 | 0.499 | 1.000 | 0.078 | 0.067 | 0.481 | 0.137 | 0.031 | 0.159 | 0.160 | 0.149 | 0.068 | 0.221 | 0.045 | 0.187 | 0.027 | 0.181 | 0.226 | 0.004 | 0.147 | 59.9 | 0.461 | 0 |
| Oklahoma_townsh6 | 59 | 35.07 | -96.25 | 0.999 | 1.000 | 1.000 | 1.000 | 0.073 | 1.000 | 1.000 | 0.514 | 1.000 | 1.000 | 1.000 | 1.000 | 0.353 | 0.043 | 1.000 | 0.440 | 0.033 | 0.036 | 0.391 | 1.000 | 0.012 | 0.092 | 0.073 | 0.090 | 1.000 | 0.169 | 0.017 | 1.000 | 0.017 | 0.151 | 0.194 | 0.002 | 0.110 | 75.2 | 0.384 | 0 |
| Oklahoma_townsh6 | 60 | 35.07 | -96.25 | 0.997 | 1.000 | 1.000 | 1.000 | 0.126 | 1.000 | 1.000 | 1.000 | 0.648 | 1.000 | 1.000 | 0.148 | 1.000 | 0.048 | 1.000 | 1.000 | 0.030 | 0.048 | 0.414 | 0.079 | 0.012 | 0.116 | 1.000 | 0.089 | 0.046 | 0.205 | 0.026 | 0.158 | 0.012 | 0.126 | 0.211 | 0.004 | 0.123 | 48.6 | 0.337 | 0 |
| Oklahoma_townsh6 | 61 | 35.07 | -96.25 | 0.998 | 1.000 | 1.000 | 1.000 | 0.079 | 0.115 | 1.000 | 1.000 | 1.000 | 0.160 | 1.000 | 0.087 | 0.352 | 0.037 | 1.000 | 1.000 | 0.024 | 0.038 | 0.387 | 0.081 | 0.007 | 0.111 | 1.000 | 1.000 | 0.036 | 0.979 | 0.021 | 0.152 | 0.009 | 0.142 | 0.199 | 0.002 | 0.122 | 16.2 | 0.082 | 1 |
| Oklahoma_townsh6 | 62 | 35.07 | -96.25 | 0.997 | 1.000 | 1.000 | 1.000 | 0.273 | 1.000 | 1.000 | 1.000 | 0.753 | 0.369 | 0.643 | 0.228 | 0.511 | 0.127 | 0.516 | 1.000 | 0.061 | 0.079 | 0.467 | 1.000 | 0.024 | 0.178 | 1.000 | 0.132 | 1.000 | 0.963 | 0.047 | 0.189 | 0.018 | 0.164 | 0.242 | 0.007 | 0.139 | 39.1 | 0.215 | 0 |
| Oklahoma_townsh6 | 63 | 35.07 | -96.25 | 0.884 | 0.749 | 1.000 | 1.000 | 0.327 | 0.433 | 1.000 | 1.000 | 1.000 | 0.453 | 0.701 | 0.268 | 1.000 | 0.147 | 0.563 | 0.607 | 0.083 | 0.103 | 0.507 | 1.000 | 0.043 | 0.188 | 1.000 | 1.000 | 0.076 | 0.965 | 0.069 | 0.189 | 0.030 | 0.180 | 0.233 | 0.010 | 0.158 | 10.7 | 0.106 | 1 |
| Oklahoma_townsh6 | 64 | 35.07 | -96.25 | 1.000 | 0.663 | 0.563 | 1.000 | 0.276 | 0.357 | 1.000 | 0.732 | 0.776 | 0.361 | 0.634 | 0.218 | 0.528 | 0.126 | 0.493 | 0.562 | 0.077 | 0.079 | 0.476 | 0.121 | 0.030 | 0.168 | 1.000 | 1.000 | 1.000 | 0.967 | 0.042 | 0.178 | 0.024 | 0.172 | 0.229 | 0.005 | 0.137 | 0.0 | 0.067 | 1 |
| Oklahoma_townsh6 | 65 | 35.07 | -96.25 | 0.997 | 1.000 | 1.000 | 1.000 | 0.210 | 0.146 | 1.000 | 1.000 | 1.000 | 0.202 | 1.000 | 0.196 | 0.402 | 0.051 | 0.464 | 1.000 | 0.042 | 0.065 | 0.459 | 1.000 | 0.015 | 0.161 | 1.000 | 0.110 | 1.000 | 0.217 | 0.019 | 0.170 | 0.019 | 0.151 | 0.220 | 0.005 | 0.129 | 28.4 | 0.254 | 0 |
| Oklahoma_townsh6 | 66 | 35.07 | -96.25 | 0.994 | 1.000 | 1.000 | 1.000 | 0.094 | 0.124 | 1.000 | 1.000 | 1.000 | 0.191 | 0.458 | 0.092 | 0.365 | 0.041 | 0.348 | 1.000 | 0.021 | 0.029 | 0.380 | 1.000 | 0.010 | 0.106 | 1.000 | 0.076 | 0.033 | 0.967 | 0.018 | 0.127 | 0.008 | 0.127 | 0.189 | 0.003 | 0.108 | 28.4 | 0.322 | 0 |
| Oklahoma_townsh6 | 67 | 35.07 | -96.25 | 0.994 | 1.000 | 1.000 | 1.000 | 0.083 | 0.126 | 1.000 | 1.000 | 0.551 | 0.176 | 0.471 | 0.109 | 0.359 | 0.035 | 0.343 | 0.447 | 0.024 | 0.033 | 0.380 | 1.000 | 0.011 | 0.083 | 1.000 | 0.085 | 0.036 | 0.974 | 0.020 | 0.138 | 0.012 | 0.138 | 0.182 | 0.001 | 0.112 | 28.4 | 0.246 | 1 |
| Oklahoma_townsh7 | 68 | 34.55 | -96.35 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.551 | 1.000 | 1.000 | 1.000 | 0.122 | 1.000 | 0.035 | 1.000 | 1.000 | 0.037 | 0.041 | 1.000 | 0.086 | 0.008 | 1.000 | 0.090 | 0.097 | 0.042 | 0.199 | 0.027 | 0.145 | 0.014 | 0.124 | 1.000 | 0.004 | 0.121 | 81.6 | 0.260 | 0 |
| Oklahoma_townsh7 | 69 | 34.55 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.104 | 0.378 | 0.044 | 1.000 | 0.461 | 0.026 | 0.044 | 0.403 | 0.073 | 0.011 | 0.104 | 0.086 | 0.091 | 0.046 | 0.174 | 0.026 | 0.147 | 0.010 | 1.000 | 0.206 | 0.002 | 0.128 | 81.6 | 0.258 | 0 |
| Oklahoma_townsh7 | 70 | 34.55 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.287 | 1.000 | 1.000 | 1.000 | 1.000 | 0.103 | 0.345 | 0.044 | 1.000 | 1.000 | 0.019 | 0.033 | 1.000 | 0.074 | 0.009 | 0.103 | 0.079 | 0.080 | 0.037 | 0.188 | 0.026 | 0.131 | 0.011 | 0.123 | 0.182 | 0.004 | 0.118 | 81.6 | 0.275 | 0 |
| Oklahoma_townsh7 | 71 | 34.55 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 0.158 | 1.000 | 1.000 | 0.585 | 1.000 | 1.000 | 1.000 | 0.134 | 1.000 | 0.054 | 1.000 | 1.000 | 0.032 | 0.037 | 1.000 | 0.077 | 0.012 | 0.111 | 0.103 | 0.107 | 0.044 | 0.198 | 0.028 | 0.144 | 0.011 | 0.157 | 0.194 | 0.007 | 0.123 | 80.9 | 0.220 | 0 |
| Oklahoma_townsh7 | 72 | 34.55 | -96.35 | 0.999 | 1.000 | 1.000 | 0.071 | 1.000 | 1.000 | 0.289 | 1.000 | 1.000 | 1.000 | 1.000 | 0.107 | 0.366 | 0.036 | 1.000 | 1.000 | 0.023 | 0.033 | 1.000 | 0.073 | 0.008 | 0.105 | 0.077 | 0.089 | 0.038 | 0.191 | 0.024 | 0.142 | 0.008 | 0.123 | 0.199 | 0.001 | 0.117 | 80.9 | 0.250 | 0 |
| Oklahoma_townsh7 | 73 | 34.55 | -96.35 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.109 | 0.354 | 0.038 | 1.000 | 0.441 | 0.026 | 0.037 | 0.390 | 0.070 | 0.010 | 0.095 | 0.077 | 0.078 | 0.034 | 0.174 | 0.018 | 0.133 | 0.011 | 0.123 | 0.194 | 0.002 | 0.115 | 80.9 | 0.295 | 0 |
| Oklahoma_townsh7 | 74 | 34.55 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.129 | 1.000 | 0.058 | 1.000 | 0.481 | 0.031 | 0.048 | 1.000 | 0.082 | 0.008 | 1.000 | 0.100 | 0.114 | 0.050 | 0.979 | 0.026 | 0.153 | 0.007 | 0.144 | 0.206 | 0.002 | 1.000 | 50.8 | 0.427 | 0 |
| Oklahoma_townsh7 | 75 | 34.55 | -96.35 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.197 | 1.000 | 0.104 | 1.000 | 0.058 | 1.000 | 0.454 | 1.000 | 0.031 | 1.000 | 0.088 | 0.013 | 0.108 | 0.076 | 0.091 | 0.037 | 0.172 | 0.019 | 0.144 | 0.013 | 0.141 | 0.197 | 0.003 | 1.000 | 50.8 | 0.250 | 0 |
| Oklahoma_townsh7 | 76 | 34.55 | -96.35 | 0.993 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.157 | 1.000 | 0.099 | 1.000 | 0.037 | 1.000 | 1.000 | 1.000 | 0.027 | 0.373 | 0.076 | 0.007 | 0.092 | 0.072 | 0.088 | 0.031 | 0.168 | 0.022 | 0.144 | 0.015 | 0.144 | 0.176 | 0.001 | 1.000 | 50.8 | 0.296 | 0 |
| Oklahoma_townsh7 | 77 | 34.55 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 0.165 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.461 | 0.033 | 0.041 | 1.000 | 0.082 | 0.010 | 0.127 | 0.089 | 0.104 | 0.052 | 0.208 | 0.028 | 0.164 | 0.011 | 0.132 | 0.212 | 0.004 | 0.129 | 71.0 | 0.507 | 0 |
| Oklahoma_townsh7 | 78 | 34.55 | -96.35 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.161 | 1.000 | 1.000 | 0.069 | 0.075 | 0.491 | 0.144 | 0.039 | 0.173 | 0.152 | 0.158 | 0.080 | 0.226 | 0.056 | 0.188 | 0.026 | 0.190 | 0.238 | 0.008 | 0.143 | 71.0 | 0.376 | 0 |
| Oklahoma_townsh7 | 79 | 34.55 | -96.35 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.568 | 1.000 | 1.000 | 0.420 | 0.674 | 0.219 | 0.575 | 0.167 | 0.502 | 1.000 | 1.000 | 0.079 | 0.488 | 0.159 | 0.031 | 0.183 | 0.154 | 0.157 | 0.081 | 0.227 | 0.061 | 0.159 | 0.030 | 1.000 | 0.235 | 0.010 | 0.146 | 71.0 | 0.387 | 0 |
| Oklahoma_townsh8 | 80 | 34.81 | -96.35 | 0.997 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.613 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.060 | 0.416 | 0.485 | 0.032 | 0.049 | 1.000 | 0.087 | 0.012 | 0.134 | 0.120 | 0.121 | 0.062 | 0.218 | 0.030 | 0.163 | 0.014 | 0.153 | 0.196 | 0.004 | 0.130 | 59.8 | 0.313 | 0 |
| Oklahoma_townsh8 | 81 | 34.81 | -96.35 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.474 | 1.000 | 1.000 | 0.047 | 1.000 | 1.000 | 0.021 | 0.026 | 1.000 | 0.061 | 0.013 | 0.105 | 0.081 | 0.078 | 0.034 | 0.984 | 0.016 | 0.142 | 0.012 | 0.127 | 0.197 | 0.001 | 0.119 | 59.8 | 0.374 | 0 |
| Oklahoma_townsh8 | 82 | 34.81 | -96.35 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.032 | 1.000 | 0.438 | 0.028 | 0.032 | 1.000 | 0.062 | 0.012 | 0.108 | 0.087 | 0.075 | 0.038 | 0.189 | 0.019 | 1.000 | 0.012 | 0.136 | 0.176 | 0.004 | 0.113 | 59.8 | 0.326 | 0 |
| Oklahoma_townsh8 | 83 | 34.81 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.322 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.431 | 1.000 | 0.039 | 0.056 | 0.430 | 0.081 | 0.012 | 0.119 | 0.105 | 0.095 | 0.047 | 0.189 | 0.025 | 0.158 | 0.016 | 0.141 | 1.000 | 0.009 | 0.126 | 60.1 | 0.274 | 0 |
| Oklahoma_townsh8 | 84 | 34.81 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 0.141 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.049 | 0.380 | 0.447 | 0.030 | 0.053 | 0.424 | 0.061 | 0.010 | 0.126 | 0.087 | 0.080 | 0.042 | 0.184 | 0.026 | 0.151 | 0.012 | 0.117 | 0.199 | 0.002 | 0.123 | 60.1 | 0.266 | 0 |
| Oklahoma_townsh8 | 85 | 34.81 | -96.35 | 0.998 | 1.000 | 1.000 | 1.000 | 1.000 | 0.116 | 1.000 | 1.000 | 1.000 | 0.155 | 1.000 | 1.000 | 1.000 | 0.039 | 0.342 | 0.459 | 1.000 | 0.030 | 0.377 | 0.069 | 0.013 | 0.107 | 0.085 | 0.094 | 0.035 | 0.171 | 0.026 | 0.136 | 0.012 | 0.122 | 0.192 | 0.002 | 0.108 | 60.1 | 0.340 | 0 |
| Oklahoma_townsh8 | 86 | 34.81 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 0.277 | 1.000 | 0.559 | 0.774 | 0.763 | 1.000 | 1.000 | 0.226 | 0.547 | 0.152 | 1.000 | 0.569 | 0.065 | 0.082 | 1.000 | 0.158 | 0.038 | 0.163 | 0.155 | 0.160 | 0.063 | 0.249 | 0.044 | 0.168 | 0.019 | 0.173 | 0.226 | 0.007 | 0.139 | 77.3 | 0.545 | 0 |
| Oklahoma_townsh8 | 87 | 34.81 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 0.300 | 1.000 | 0.546 | 1.000 | 0.764 | 1.000 | 1.000 | 0.233 | 0.549 | 0.167 | 1.000 | 0.566 | 0.077 | 0.074 | 1.000 | 0.130 | 0.029 | 0.154 | 0.148 | 0.146 | 0.084 | 0.236 | 0.051 | 0.181 | 0.029 | 0.176 | 0.227 | 0.004 | 0.149 | 77.3 | 0.532 | 0 |
| Oklahoma_townsh8 | 88 | 34.81 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.566 | 0.736 | 0.754 | 0.391 | 1.000 | 0.230 | 0.541 | 0.143 | 0.494 | 1.000 | 0.064 | 0.071 | 0.482 | 0.152 | 0.040 | 0.162 | 0.143 | 0.142 | 0.069 | 0.242 | 0.046 | 0.167 | 0.026 | 0.162 | 0.226 | 0.004 | 0.129 | 77.3 | 0.359 | 0 |
| Oklahoma_townsh8 | 89 | 34.81 | -96.35 | 0.999 | 1.000 | 1.000 | 1.000 | 0.269 | 1.000 | 1.000 | 0.761 | 1.000 | 0.399 | 1.000 | 0.218 | 1.000 | 0.164 | 0.499 | 0.582 | 0.062 | 0.084 | 0.469 | 0.152 | 0.037 | 1.000 | 1.000 | 0.170 | 0.073 | 0.230 | 0.045 | 0.192 | 0.027 | 0.174 | 0.221 | 0.006 | 0.124 | 61.6 | 0.502 | 0 |
| Oklahoma_townsh8 | 90 | 34.81 | -96.35 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.563 | 1.000 | 1.000 | 0.410 | 0.696 | 0.225 | 1.000 | 0.168 | 0.506 | 0.574 | 0.066 | 0.086 | 1.000 | 0.148 | 0.038 | 0.176 | 0.142 | 0.164 | 0.071 | 0.228 | 0.047 | 0.187 | 0.026 | 1.000 | 0.230 | 0.010 | 0.136 | 61.6 | 0.572 | 0 |
| Oklahoma_townsh8 | 91 | 34.81 | -96.35 | 0.996 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 0.567 | 1.000 | 1.000 | 1.000 | 0.688 | 1.000 | 0.592 | 0.153 | 0.486 | 0.588 | 0.067 | 0.093 | 0.474 | 0.162 | 0.032 | 0.167 | 0.147 | 0.174 | 0.068 | 0.232 | 0.054 | 0.184 | 0.021 | 0.178 | 0.205 | 0.006 | 0.141 | 61.6 | 0.482 | 0 |