diff --git a/GP Analyses.ipynb b/GP Analyses.ipynb new file mode 100644 index 0000000..13bfd39 --- /dev/null +++ b/GP Analyses.ipynb @@ -0,0 +1,2378 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "
| species | tmax | tmin | tmax_metric | tmin_metric | lat | longitude | hemisphere | altitude | phylum | class | order | family | genus | sim_altitude | Ref. | spec | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71 | Bufo_alvarius | 39.9 | 2.5 | crit | leth | 31.00 | -112.00 | N | 304.8 | Chordata | Amphibia | Anura | Bufonidae | Bufo | 553 | Brattstrom_1968 | Bufo alvarius |
| 73 | Bufo_canaliferus | 37.3 | 9.5 | crit | leth | 14.58 | -90.53 | N | 914.4 | Chordata | Amphibia | Anura | Bufonidae | Bufo | 1617 | Brattstrom_1968 | Bufo canaliferus |
| 74 | Bufo_canorus | 38.0 | -2.0 | crit | leth | 37.91 | -119.26 | N | 2743.2 | Chordata | Amphibia | Anura | Bufonidae | Bufo | 3145 | Brattstrom_1968 | Bufo canorus |
| 76 | Bufo_cognatus | 41.3 | -4.0 | crit | leth | 31.00 | -112.00 | N | 304.8 | Chordata | Amphibia | Anura | Bufonidae | Bufo | 553 | Brattstrom_1968 | Bufo cognatus |
| 77 | Bufo_debilis | 40.1 | 2.5 | crit | leth | 27.00 | -112.00 | N | 304.8 | Chordata | Amphibia | Anura | Bufonidae | Bufo | 82 | Brattstrom_1968 | Bufo debilis |
| 78 | Bufo_exsul | 37.1 | -4.0 | crit | leth | 38.06 | -84.45 | N | 1524.0 | Chordata | Amphibia | Anura | Bufonidae | Bufo | 291 | Brattstrom_1968 | Bufo exsul |
| lon | lat | bio1 | bio2 | bio3 | bio4 | bio5 | bio6 | bio7 | bio8 | ⋯ | bio10 | bio11 | bio12 | bio13 | bio14 | bio15 | bio16 | bio17 | bio18 | bio19 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| -118.3144 | 33.73874 | 175 | 100 | 52 | 3176 | 275 | 84 | 191 | 140 | ⋯ | 219 | 139 | 345 | 73 | 0 | 93 | 193 | 4 | 9 | 193 |
| -118.3155 | 33.73856 | 175 | 100 | 52 | 3176 | 275 | 84 | 191 | 140 | ⋯ | 219 | 139 | 345 | 73 | 0 | 93 | 193 | 4 | 9 | 193 |
| -122.0371 | 37.82916 | 145 | 123 | 51 | 4299 | 279 | 38 | 241 | 91 | ⋯ | 201 | 91 | 556 | 113 | 1 | 85 | 288 | 7 | 11 | 288 |
| -118.3829 | 33.80051 | 175 | 100 | 53 | 3034 | 271 | 85 | 186 | 141 | ⋯ | 217 | 140 | 338 | 74 | 0 | 94 | 195 | 3 | 9 | 191 |
| -118.4061 | 33.74694 | 174 | 97 | 53 | 3011 | 269 | 87 | 182 | 141 | ⋯ | 216 | 140 | 329 | 71 | 0 | 93 | 186 | 3 | 9 | 185 |
| -121.9579 | 37.43620 | 153 | 117 | 53 | 3846 | 268 | 48 | 220 | 112 | ⋯ | 200 | 102 | 344 | 71 | 1 | 85 | 178 | 5 | 8 | 178 |
| lon | lat | bio1 | bio2 | bio3 | bio4 | bio5 | bio6 | bio7 | bio8 | ⋯ | bio10 | bio11 | bio12 | bio13 | bio14 | bio15 | bio16 | bio17 | bio18 | bio19 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| -116.7940 | 31.85656 | NA | NA | NA | NA | NA | NA | NA | NA | ⋯ | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| -119.1577 | 35.83257 | 177 | 156 | 44 | 6929 | 371 | 21 | 350 | 108 | ⋯ | 265 | 89 | 213 | 37 | 0 | 79 | 111 | 3 | 3 | 101 |
| -122.0996 | 40.31887 | 168 | 143 | 42 | 6941 | 363 | 24 | 339 | 88 | ⋯ | 258 | 84 | 730 | 131 | 4 | 74 | 355 | 26 | 26 | 348 |
| -123.5745 | 39.06474 | NA | NA | NA | NA | NA | NA | NA | NA | ⋯ | NA | NA | NA | NA | NA | NA | NA | NA | NA | NA |
| -121.0634 | 38.07720 | 160 | 146 | 46 | 5984 | 342 | 29 | 313 | 83 | ⋯ | 234 | 83 | 406 | 77 | 1 | 82 | 203 | 6 | 6 | 203 |
| -118.9706 | 34.57704 | 134 | 122 | 43 | 5662 | 294 | 15 | 279 | 74 | ⋯ | 212 | 70 | 491 | 94 | 1 | 89 | 267 | 6 | 15 | 258 |
| presence | lon | lat | bio1 | bio2 | bio3 | bio4 | bio5 | bio6 | bio7 | ⋯ | bio10 | bio11 | bio12 | bio13 | bio14 | bio15 | bio16 | bio17 | bio18 | bio19 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | -118.3144 | 33.73874 | 175 | 100 | 52 | 3176 | 275 | 84 | 191 | ⋯ | 219 | 139 | 345 | 73 | 0 | 93 | 193 | 4 | 9 | 193 |
| 2 | 1 | -118.3155 | 33.73856 | 175 | 100 | 52 | 3176 | 275 | 84 | 191 | ⋯ | 219 | 139 | 345 | 73 | 0 | 93 | 193 | 4 | 9 | 193 |
| 3 | 1 | -122.0371 | 37.82916 | 145 | 123 | 51 | 4299 | 279 | 38 | 241 | ⋯ | 201 | 91 | 556 | 113 | 1 | 85 | 288 | 7 | 11 | 288 |
| 4 | 1 | -118.3829 | 33.80051 | 175 | 100 | 53 | 3034 | 271 | 85 | 186 | ⋯ | 217 | 140 | 338 | 74 | 0 | 94 | 195 | 3 | 9 | 191 |
| 5 | 1 | -118.4061 | 33.74694 | 174 | 97 | 53 | 3011 | 269 | 87 | 182 | ⋯ | 216 | 140 | 329 | 71 | 0 | 93 | 186 | 3 | 9 | 185 |
| 6 | 1 | -121.9579 | 37.43620 | 153 | 117 | 53 | 3846 | 268 | 48 | 220 | ⋯ | 200 | 102 | 344 | 71 | 1 | 85 | 178 | 5 | 8 | 178 |
| 8 | 1 | -122.1649 | 38.12473 | 147 | 124 | 51 | 4279 | 276 | 37 | 239 | ⋯ | 199 | 91 | 604 | 134 | 1 | 89 | 331 | 7 | 11 | 331 |
| 9 | 1 | -117.8940 | 34.01010 | 179 | 145 | 55 | 4062 | 318 | 55 | 263 | ⋯ | 235 | 130 | 439 | 90 | 1 | 91 | 255 | 7 | 16 | 238 |
| 10 | 1 | -118.3465 | 34.17915 | 177 | 128 | 53 | 3860 | 303 | 63 | 240 | ⋯ | 231 | 132 | 363 | 82 | 0 | 92 | 212 | 5 | 12 | 204 |
| 11 | 1 | -117.1245 | 32.57378 | 169 | 94 | 51 | 2974 | 254 | 73 | 181 | ⋯ | 210 | 132 | 213 | 42 | 0 | 87 | 118 | 3 | 6 | 107 |
| 12 | 1 | -122.1343 | 37.75178 | 142 | 109 | 53 | 3550 | 250 | 46 | 204 | ⋯ | 187 | 96 | 609 | 125 | 1 | 87 | 316 | 7 | 10 | 316 |
| 13 | 1 | -118.3831 | 33.80066 | 175 | 100 | 53 | 3034 | 271 | 85 | 186 | ⋯ | 217 | 140 | 338 | 74 | 0 | 94 | 195 | 3 | 9 | 191 |
| 14 | 1 | -122.0255 | 40.10867 | 163 | 142 | 42 | 6734 | 354 | 23 | 331 | ⋯ | 251 | 82 | 722 | 131 | 3 | 75 | 353 | 23 | 23 | 348 |
| 15 | 1 | -117.1244 | 32.57382 | 169 | 94 | 51 | 2974 | 254 | 73 | 181 | ⋯ | 210 | 132 | 213 | 42 | 0 | 87 | 118 | 3 | 6 | 107 |
| 16 | 1 | -121.3742 | 38.03733 | 156 | 151 | 48 | 5755 | 332 | 22 | 310 | ⋯ | 226 | 81 | 382 | 76 | 1 | 85 | 197 | 6 | 6 | 197 |
| 17 | 1 | -118.0080 | 34.01711 | 179 | 137 | 54 | 3934 | 311 | 60 | 251 | ⋯ | 233 | 132 | 444 | 93 | 0 | 92 | 264 | 6 | 15 | 245 |
| 18 | 1 | -118.1746 | 33.81724 | 178 | 108 | 52 | 3318 | 282 | 77 | 205 | ⋯ | 223 | 138 | 316 | 71 | 0 | 95 | 189 | 3 | 8 | 184 |
| 19 | 1 | -119.0509 | 34.21478 | 157 | 124 | 61 | 2815 | 257 | 56 | 201 | ⋯ | 195 | 123 | 362 | 85 | 0 | 99 | 214 | 2 | 4 | 212 |
| 20 | 1 | -117.9286 | 33.91986 | 178 | 135 | 55 | 3807 | 306 | 61 | 245 | ⋯ | 230 | 132 | 390 | 82 | 0 | 92 | 228 | 5 | 12 | 214 |
| 21 | 1 | -117.8530 | 33.82896 | 177 | 129 | 55 | 3566 | 296 | 64 | 232 | ⋯ | 226 | 134 | 319 | 69 | 0 | 92 | 187 | 5 | 11 | 176 |
| 22 | 1 | -119.0136 | 34.07498 | 156 | 114 | 60 | 2710 | 251 | 64 | 187 | ⋯ | 194 | 125 | 372 | 86 | 0 | 99 | 220 | 2 | 5 | 217 |
| 23 | 1 | -117.0559 | 32.58824 | 172 | 103 | 53 | 3099 | 265 | 72 | 193 | ⋯ | 215 | 134 | 230 | 45 | 1 | 84 | 128 | 4 | 7 | 116 |
| 24 | 1 | -121.9596 | 37.43948 | 152 | 112 | 53 | 3718 | 260 | 50 | 210 | ⋯ | 197 | 103 | 346 | 71 | 1 | 86 | 180 | 5 | 8 | 179 |
| 25 | 1 | -122.8746 | 38.37828 | 135 | 147 | 58 | 3865 | 274 | 24 | 250 | ⋯ | 183 | 85 | 1022 | 225 | 2 | 91 | 568 | 12 | 19 | 568 |
| 26 | 1 | -118.2286 | 34.06872 | 183 | 118 | 54 | 3519 | 297 | 79 | 218 | ⋯ | 231 | 142 | 399 | 92 | 0 | 100 | 257 | 5 | 13 | 233 |
| 27 | 1 | -116.7702 | 32.03733 | 159 | 125 | 56 | 3390 | 275 | 54 | 221 | ⋯ | 207 | 120 | 303 | 59 | 0 | 86 | 171 | 3 | 8 | 158 |
| 28 | 1 | -117.1243 | 32.57383 | 169 | 94 | 51 | 2974 | 254 | 73 | 181 | ⋯ | 210 | 132 | 213 | 42 | 0 | 87 | 118 | 3 | 6 | 107 |
| 29 | 1 | -118.3819 | 33.79938 | 175 | 100 | 53 | 3034 | 271 | 85 | 186 | ⋯ | 217 | 140 | 338 | 74 | 0 | 94 | 195 | 3 | 9 | 191 |
| 30 | 1 | -122.0533 | 37.06739 | 138 | 126 | 58 | 3246 | 250 | 36 | 214 | ⋯ | 180 | 97 | 778 | 170 | 2 | 91 | 434 | 9 | 14 | 434 |
| 31 | 1 | -121.9009 | 37.65768 | 149 | 133 | 51 | 4507 | 293 | 33 | 260 | ⋯ | 206 | 91 | 423 | 85 | 1 | 84 | 219 | 6 | 9 | 219 |
| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋱ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |
| 1059 | 0 | -120.1172 | 35.98484 | 172 | 172 | 47 | 6793 | 380 | 15 | 365 | ⋯ | 260 | 87 | 214 | 43 | 1 | 85 | 118 | 3 | 3 | 113 |
| 1060 | 0 | -121.5965 | 40.24528 | 84 | 152 | 46 | 6118 | 278 | -48 | 326 | ⋯ | 165 | 13 | 1104 | 190 | 5 | 71 | 522 | 42 | 42 | 515 |
| 1061 | 0 | -119.0601 | 34.45746 | 147 | 135 | 49 | 4925 | 299 | 26 | 273 | ⋯ | 215 | 91 | 538 | 112 | 0 | 94 | 310 | 4 | 12 | 299 |
| 1062 | 0 | -120.8088 | 39.25370 | 117 | 134 | 44 | 6118 | 294 | -5 | 299 | ⋯ | 199 | 49 | 1663 | 303 | 6 | 80 | 825 | 36 | 49 | 825 |
| 1063 | 0 | -115.6942 | 33.57206 | 203 | 158 | 44 | 7352 | 396 | 37 | 359 | ⋯ | 300 | 114 | 123 | 20 | 0 | 50 | 43 | 6 | 31 | 41 |
| 1064 | 0 | -122.2092 | 37.42564 | 141 | 110 | 54 | 3411 | 244 | 41 | 203 | ⋯ | 184 | 97 | 543 | 111 | 2 | 86 | 285 | 8 | 12 | 285 |
| 1065 | 0 | -116.7164 | 32.88827 | 165 | 156 | 53 | 4947 | 332 | 39 | 293 | ⋯ | 234 | 109 | 440 | 82 | 3 | 81 | 233 | 16 | 23 | 215 |
| 1066 | 0 | -121.3711 | 38.63087 | 162 | 134 | 43 | 6043 | 343 | 36 | 307 | ⋯ | 239 | 86 | 489 | 112 | 1 | 88 | 265 | 7 | 9 | 265 |
| 1067 | 0 | -121.8340 | 39.51129 | 162 | 150 | 46 | 6346 | 348 | 22 | 326 | ⋯ | 242 | 82 | 577 | 121 | 1 | 82 | 304 | 13 | 13 | 304 |
| 1068 | 0 | -121.8398 | 37.95096 | 150 | 134 | 48 | 5159 | 310 | 31 | 279 | ⋯ | 216 | 85 | 494 | 102 | 1 | 85 | 259 | 6 | 11 | 259 |
| 1070 | 0 | -119.1892 | 36.02171 | 174 | 157 | 45 | 6791 | 367 | 21 | 346 | ⋯ | 260 | 87 | 241 | 43 | 0 | 77 | 124 | 3 | 3 | 116 |
| 1071 | 0 | -116.1327 | 32.38155 | 132 | 140 | 45 | 6080 | 305 | -2 | 307 | ⋯ | 216 | 64 | 367 | 66 | 1 | 62 | 169 | 28 | 65 | 149 |
| 1072 | 0 | -121.8323 | 39.02891 | 164 | 153 | 46 | 6330 | 356 | 24 | 332 | ⋯ | 244 | 83 | 462 | 94 | 1 | 85 | 241 | 8 | 8 | 241 |
| 1073 | 0 | -121.3438 | 39.38640 | 152 | 140 | 43 | 6399 | 340 | 15 | 325 | ⋯ | 236 | 74 | 1047 | 216 | 1 | 84 | 546 | 16 | 16 | 546 |
| 1074 | 0 | -116.7983 | 32.15844 | 162 | 127 | 55 | 3503 | 282 | 55 | 227 | ⋯ | 211 | 121 | 280 | 54 | 0 | 86 | 155 | 3 | 7 | 144 |
| 1075 | 0 | -120.6823 | 37.52029 | 164 | 147 | 44 | 6422 | 355 | 27 | 328 | ⋯ | 245 | 82 | 327 | 65 | 0 | 82 | 167 | 3 | 3 | 167 |
| 1076 | 0 | -115.8666 | 43.33931 | 93 | 142 | 36 | 8456 | 320 | -69 | 389 | ⋯ | 205 | -13 | 389 | 58 | 9 | 48 | 164 | 38 | 47 | 151 |
| 1077 | 0 | -122.4767 | 39.56047 | 151 | 160 | 46 | 6605 | 348 | 3 | 345 | ⋯ | 238 | 72 | 531 | 111 | 2 | 84 | 285 | 15 | 15 | 285 |
| 1078 | 0 | -121.3467 | 39.42806 | 148 | 140 | 43 | 6358 | 335 | 12 | 323 | ⋯ | 231 | 71 | 1138 | 236 | 1 | 85 | 596 | 16 | 16 | 596 |
| 1079 | 0 | -121.6751 | 39.03127 | 165 | 149 | 45 | 6328 | 356 | 27 | 329 | ⋯ | 245 | 85 | 485 | 98 | 1 | 84 | 250 | 8 | 8 | 250 |
| 1081 | 0 | -122.8145 | 39.58863 | 85 | 141 | 48 | 5482 | 264 | -29 | 293 | ⋯ | 160 | 27 | 1310 | 233 | 4 | 80 | 662 | 31 | 45 | 643 |
| 1082 | 0 | -122.8768 | 40.63458 | 116 | 169 | 48 | 6509 | 328 | -23 | 351 | ⋯ | 201 | 38 | 1013 | 188 | 5 | 79 | 517 | 33 | 33 | 509 |
| 1083 | 0 | -116.4797 | 32.45071 | 155 | 167 | 54 | 5079 | 329 | 23 | 306 | ⋯ | 226 | 97 | 377 | 74 | 1 | 80 | 207 | 15 | 29 | 181 |
| 1084 | 0 | -116.2090 | 31.00934 | 169 | 156 | 61 | 3513 | 296 | 43 | 253 | ⋯ | 220 | 127 | 225 | 47 | 0 | 93 | 134 | 3 | 10 | 121 |
| 1085 | 0 | -122.0202 | 39.46002 | 161 | 151 | 46 | 6291 | 346 | 21 | 325 | ⋯ | 239 | 81 | 499 | 105 | 1 | 83 | 265 | 12 | 12 | 265 |
| 1086 | 0 | -121.0784 | 36.40302 | 147 | 188 | 55 | 5092 | 338 | 2 | 336 | ⋯ | 213 | 85 | 340 | 62 | 1 | 85 | 182 | 4 | 11 | 174 |
| 1087 | 0 | -120.9101 | 37.14417 | 166 | 151 | 45 | 6287 | 352 | 23 | 329 | ⋯ | 244 | 84 | 241 | 45 | 0 | 80 | 123 | 2 | 2 | 123 |
| 1088 | 0 | -121.6651 | 39.62389 | 163 | 146 | 44 | 6507 | 352 | 21 | 331 | ⋯ | 246 | 82 | 756 | 155 | 1 | 82 | 390 | 16 | 16 | 390 |
| 1089 | 0 | -116.2775 | 32.74365 | 140 | 153 | 47 | 6214 | 324 | 1 | 323 | ⋯ | 226 | 69 | 342 | 61 | 1 | 68 | 171 | 20 | 45 | 153 |
| 1090 | 0 | -116.6262 | 33.49695 | 136 | 155 | 48 | 6044 | 319 | 0 | 319 | ⋯ | 218 | 67 | 475 | 80 | 3 | 70 | 235 | 29 | 51 | 222 |
| presence | lon | lat | bio1 | bio2 | bio3 | bio4 | bio5 | bio6 | bio7 | ⋯ | bio10 | bio11 | bio12 | bio13 | bio14 | bio15 | bio16 | bio17 | bio18 | bio19 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | -118.3144 | 33.73874 | 175 | 100 | 52 | 3176 | 275 | 84 | 191 | ⋯ | 219 | 139 | 345 | 73 | 0 | 93 | 193 | 4 | 9 | 193 |
| 1 | -118.3155 | 33.73856 | 175 | 100 | 52 | 3176 | 275 | 84 | 191 | ⋯ | 219 | 139 | 345 | 73 | 0 | 93 | 193 | 4 | 9 | 193 |
| 1 | -122.0371 | 37.82916 | 145 | 123 | 51 | 4299 | 279 | 38 | 241 | ⋯ | 201 | 91 | 556 | 113 | 1 | 85 | 288 | 7 | 11 | 288 |
| 1 | -118.3829 | 33.80051 | 175 | 100 | 53 | 3034 | 271 | 85 | 186 | ⋯ | 217 | 140 | 338 | 74 | 0 | 94 | 195 | 3 | 9 | 191 |
| 1 | -118.4061 | 33.74694 | 174 | 97 | 53 | 3011 | 269 | 87 | 182 | ⋯ | 216 | 140 | 329 | 71 | 0 | 93 | 186 | 3 | 9 | 185 |
| 1 | -121.9579 | 37.43620 | 153 | 117 | 53 | 3846 | 268 | 48 | 220 | ⋯ | 200 | 102 | 344 | 71 | 1 | 85 | 178 | 5 | 8 | 178 |
| bio1 | bio5 | bio6 | |
|---|---|---|---|
| 1 | 17.5 | 27.5 | 8.4 |
| 2 | 17.5 | 27.5 | 8.4 |
| 3 | 14.5 | 27.9 | 3.8 |
| 4 | 17.5 | 27.1 | 8.5 |
| 5 | 17.4 | 26.9 | 8.7 |
| 6 | 15.3 | 26.8 | 4.8 |
| 8 | 14.7 | 27.6 | 3.7 |
| 9 | 17.9 | 31.8 | 5.5 |
| 10 | 17.7 | 30.3 | 6.3 |
| 11 | 16.9 | 25.4 | 7.3 |
| 12 | 14.2 | 25.0 | 4.6 |
| 13 | 17.5 | 27.1 | 8.5 |
| 14 | 16.3 | 35.4 | 2.3 |
| 15 | 16.9 | 25.4 | 7.3 |
| 16 | 15.6 | 33.2 | 2.2 |
| 17 | 17.9 | 31.1 | 6.0 |
| 18 | 17.8 | 28.2 | 7.7 |
| 19 | 15.7 | 25.7 | 5.6 |
| 20 | 17.8 | 30.6 | 6.1 |
| 21 | 17.7 | 29.6 | 6.4 |
| 22 | 15.6 | 25.1 | 6.4 |
| 23 | 17.2 | 26.5 | 7.2 |
| 24 | 15.2 | 26.0 | 5.0 |
| 25 | 13.5 | 27.4 | 2.4 |
| 26 | 18.3 | 29.7 | 7.9 |
| 27 | 15.9 | 27.5 | 5.4 |
| 28 | 16.9 | 25.4 | 7.3 |
| 29 | 17.5 | 27.1 | 8.5 |
| 30 | 13.8 | 25.0 | 3.6 |
| 31 | 14.9 | 29.3 | 3.3 |
| ⋮ | ⋮ | ⋮ | ⋮ |
| 1059 | 17.2 | 38.0 | 1.5 |
| 1060 | 8.4 | 27.8 | -4.8 |
| 1061 | 14.7 | 29.9 | 2.6 |
| 1062 | 11.7 | 29.4 | -0.5 |
| 1063 | 20.3 | 39.6 | 3.7 |
| 1064 | 14.1 | 24.4 | 4.1 |
| 1065 | 16.5 | 33.2 | 3.9 |
| 1066 | 16.2 | 34.3 | 3.6 |
| 1067 | 16.2 | 34.8 | 2.2 |
| 1068 | 15.0 | 31.0 | 3.1 |
| 1070 | 17.4 | 36.7 | 2.1 |
| 1071 | 13.2 | 30.5 | -0.2 |
| 1072 | 16.4 | 35.6 | 2.4 |
| 1073 | 15.2 | 34.0 | 1.5 |
| 1074 | 16.2 | 28.2 | 5.5 |
| 1075 | 16.4 | 35.5 | 2.7 |
| 1076 | 9.3 | 32.0 | -6.9 |
| 1077 | 15.1 | 34.8 | 0.3 |
| 1078 | 14.8 | 33.5 | 1.2 |
| 1079 | 16.5 | 35.6 | 2.7 |
| 1081 | 8.5 | 26.4 | -2.9 |
| 1082 | 11.6 | 32.8 | -2.3 |
| 1083 | 15.5 | 32.9 | 2.3 |
| 1084 | 16.9 | 29.6 | 4.3 |
| 1085 | 16.1 | 34.6 | 2.1 |
| 1086 | 14.7 | 33.8 | 0.2 |
| 1087 | 16.6 | 35.2 | 2.3 |
| 1088 | 16.3 | 35.2 | 2.1 |
| 1089 | 14.0 | 32.4 | 0.1 |
| 1090 | 13.6 | 31.9 | 0.0 |
| species | score4 |
|---|---|
| Bufo alvarius | 0.6179775 |
| Ctenotus uber | 0.5584766 |
| Eremias multiocellata | 0.7563353 |
| Formica perpilosa | 0.6900826 |
| Phrynosoma douglassii | 0.7252525 |
| Spodoptera exempta | 0.7130435 |
| Xantusia vigilis | 0.6942235 |
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "specname = \"Xantusia vigilis\"\n",
+ "photos = ee_photos(scientific_name = specname)$data\n",
+ "display_html(paste(\"| minYear | maxYear | medianYear |
|---|---|---|
| 1984 | 2017 | 2001 |
| minYear | maxYear | medianYear |
|---|---|---|
| 1893-11-04 | 1982-08-19 | 1965-10-18 |
| n |
|---|
| 622 |
| avgLat | avgLon |
|---|---|
| 0.5600016 | 1.126925 |
| \n", + " | species | \n", + "score1 | \n", + "score2 | \n", + "score3 | \n", + "score4 | \n", + "lat | \n", + "lon | \n", + "geometry | \n", + "ecoregions | \n", + "ecoregion | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "Anolis carolinensis | \n", + "0.697433 | \n", + "0.681756 | \n", + "0.627670 | \n", + "0.689986 | \n", + "30.610053 | \n", + "-95.368265 | \n", + "POINT (-95.36826538673469 30.6100525418367) | \n", + "Temperate Conifer Forests | \n", + "Temperate Conifer Forests | \n", + "
| 1 | \n", + "Anolis cupreus | \n", + "0.825352 | \n", + "0.825704 | \n", + "0.808451 | \n", + "0.739789 | \n", + "10.438718 | \n", + "-84.821745 | \n", + "POINT (-84.8217449702201 10.4387178261012) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 2 | \n", + "Anolis humilis | \n", + "0.858262 | \n", + "0.844017 | \n", + "0.749525 | \n", + "0.793210 | \n", + "10.363891 | \n", + "-84.176701 | \n", + "POINT (-84.1767005813859 10.3638909599721) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 3 | \n", + "Anolis intermedius | \n", + "0.679293 | \n", + "0.669192 | \n", + "0.684343 | \n", + "0.742424 | \n", + "9.968683 | \n", + "-84.134812 | \n", + "POINT (-84.1348119826708 9.968682762948911) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 4 | \n", + "Anolis lemurinus | \n", + "0.722631 | \n", + "0.748650 | \n", + "0.737604 | \n", + "0.639543 | \n", + "16.587910 | \n", + "-90.992841 | \n", + "POINT (-90.9928411643135 16.5879103385629) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 5 | \n", + "Anolis limifrons | \n", + "0.846879 | \n", + "0.858089 | \n", + "0.833121 | \n", + "0.793885 | \n", + "11.312314 | \n", + "-84.127161 | \n", + "POINT (-84.127161289388 11.3123137888343) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 6 | \n", + "Anolis lionotus | \n", + "0.725309 | \n", + "0.712963 | \n", + "0.706790 | \n", + "0.694444 | \n", + "10.190785 | \n", + "-83.723422 | \n", + "POINT (-83.7234220696816 10.1907847424075) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 7 | \n", + "Anolis tropidolepis | \n", + "0.957756 | \n", + "0.946676 | \n", + "0.929363 | \n", + "0.917590 | \n", + "10.009372 | \n", + "-84.049108 | \n", + "POINT (-84.04910831303091 10.0093717958735) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 8 | \n", + "Bufo alvarius | \n", + "0.746170 | \n", + "0.699183 | \n", + "0.740552 | \n", + "0.617978 | \n", + "30.681703 | \n", + "-110.265889 | \n", + "POINT (-110.265888723641 30.6817034921089) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 9 | \n", + "Bufo canaliferus | \n", + "0.878271 | \n", + "0.910468 | \n", + "0.845730 | \n", + "0.757059 | \n", + "15.301282 | \n", + "-92.551711 | \n", + "POINT (-92.55171090986789 15.3012823411031) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 10 | \n", + "Bufo debilis | \n", + "0.895395 | \n", + "0.902402 | \n", + "0.896563 | \n", + "0.884551 | \n", + "27.907027 | \n", + "-103.771689 | \n", + "POINT (-103.77168907196 27.9070271587593) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 11 | \n", + "Bufo marinus | \n", + "0.793750 | \n", + "0.783333 | \n", + "0.759375 | \n", + "0.793403 | \n", + "15.114639 | \n", + "-44.626918 | \n", + "POINT (-44.6269180636943 15.1146392600849) | \n", + "None | \n", + "None | \n", + "
| 12 | \n", + "Bufo marmoreus | \n", + "0.752941 | \n", + "0.787745 | \n", + "0.751225 | \n", + "0.776348 | \n", + "18.068008 | \n", + "-99.356053 | \n", + "POINT (-99.35605326070721 18.0680076058085) | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "
| 13 | \n", + "Bufo mazatlanensis | \n", + "0.882134 | \n", + "0.941274 | \n", + "0.895368 | \n", + "0.942101 | \n", + "27.047105 | \n", + "-108.614598 | \n", + "POINT (-108.614598068305 27.0471048343469) | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "
| 14 | \n", + "Chamaeleo dilepis | \n", + "0.593085 | \n", + "0.638298 | \n", + "0.629137 | \n", + "0.593381 | \n", + "-16.730218 | \n", + "30.301287 | \n", + "POINT (30.3012873044125 -16.7302184559342) | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "
| 15 | \n", + "Chamaeleo ellioti | \n", + "0.843013 | \n", + "0.605263 | \n", + "0.795826 | \n", + "0.783122 | \n", + "0.265436 | \n", + "31.840983 | \n", + "POINT (31.8409833070866 0.26543568503937) | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "
| 16 | \n", + "Chamaeleo jacksonii | \n", + "0.858824 | \n", + "0.785294 | \n", + "0.767647 | \n", + "0.800000 | \n", + "12.536269 | \n", + "-81.428388 | \n", + "POINT (-81.42838805133179 12.5362688448623) | \n", + "None | \n", + "None | \n", + "
| 17 | \n", + "Ctenotus taeniolatus | \n", + "0.712684 | \n", + "0.748494 | \n", + "0.756526 | \n", + "0.674029 | \n", + "-32.773206 | \n", + "150.284649 | \n", + "POINT (150.284648579457 -32.77320563598) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "
| 18 | \n", + "Ctenotus uber | \n", + "0.547017 | \n", + "0.586114 | \n", + "0.543984 | \n", + "0.558477 | \n", + "-29.219582 | \n", + "127.153479 | \n", + "POINT (127.15347928125 -29.2195818236566) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 19 | \n", + "Dendrobates auratus | \n", + "0.801994 | \n", + "0.787037 | \n", + "0.794160 | \n", + "0.775285 | \n", + "10.244971 | \n", + "-87.703409 | \n", + "POINT (-87.70340884997049 10.2449713264692) | \n", + "None | \n", + "None | \n", + "
| 20 | \n", + "Eleutherodactylus coqui | \n", + "0.444757 | \n", + "0.441948 | \n", + "0.589888 | \n", + "0.596442 | \n", + "20.870922 | \n", + "-141.259859 | \n", + "POINT (-141.259858712291 20.870922075419) | \n", + "None | \n", + "None | \n", + "
| 21 | \n", + "Eleutherodactylus fleischmanni | \n", + "0.830894 | \n", + "0.936585 | \n", + "0.889431 | \n", + "0.892683 | \n", + "9.955336 | \n", + "-83.815791 | \n", + "POINT (-83.815790913293 9.95533566487685) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 22 | \n", + "Eremias argus | \n", + "0.839420 | \n", + "0.846377 | \n", + "0.793043 | \n", + "0.871884 | \n", + "38.686059 | \n", + "119.675565 | \n", + "POINT (119.675565424769 38.6860590638056) | \n", + "None | \n", + "None | \n", + "
| 23 | \n", + "Eremias multiocellata | \n", + "0.623782 | \n", + "0.569201 | \n", + "0.576023 | \n", + "0.756335 | \n", + "40.102019 | \n", + "89.028584 | \n", + "POINT (89.02858417653169 40.102018517558) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 24 | \n", + "Eumeces elegans | \n", + "0.863757 | \n", + "0.898148 | \n", + "0.505291 | \n", + "0.572751 | \n", + "28.050795 | \n", + "119.391272 | \n", + "POINT (119.391271995238 28.0507945619048) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 25 | \n", + "Formica perpilosa | \n", + "0.681818 | \n", + "0.757025 | \n", + "0.752066 | \n", + "0.690083 | \n", + "36.487314 | \n", + "-110.231107 | \n", + "POINT (-110.231106692308 36.4873136199095) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 26 | \n", + "Glossina pallidipes | \n", + "0.943196 | \n", + "0.977528 | \n", + "0.976904 | \n", + "0.975343 | \n", + "-8.942602 | \n", + "34.644185 | \n", + "POINT (34.644185031339 -8.9426019031339) | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "
| 27 | \n", + "Hemachatus haemachatus | \n", + "0.595616 | \n", + "0.641644 | \n", + "0.681096 | \n", + "0.609315 | \n", + "-27.624569 | \n", + "28.611590 | \n", + "POINT (28.611590157377 -27.6245692557377) | \n", + "Montane Grasslands and Shrublands | \n", + "Montane Grasslands and Shrublands | \n", + "
| 28 | \n", + "Hyla walkeri | \n", + "0.916379 | \n", + "0.921552 | \n", + "0.906897 | \n", + "0.915517 | \n", + "16.651725 | \n", + "-92.511214 | \n", + "POINT (-92.51121378234129 16.6517253827113) | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "
| 29 | \n", + "Laudakia stellio | \n", + "0.774205 | \n", + "0.783960 | \n", + "0.783237 | \n", + "0.784321 | \n", + "33.662114 | \n", + "32.839737 | \n", + "POINT (32.8397374167328 33.6621143324453) | \n", + "None | \n", + "None | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| 45 | \n", + "Liolaemus petrophilus | \n", + "0.703947 | \n", + "0.703947 | \n", + "0.743421 | \n", + "0.634868 | \n", + "-41.723690 | \n", + "-67.813144 | \n", + "POINT (-67.813143921875 -41.723690109375) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "
| 46 | \n", + "Liolaemus robertmertensi | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "-28.063902 | \n", + "-66.823346 | \n", + "POINT (-66.8233463333333 -28.063902) | \n", + "Montane Grasslands and Shrublands | \n", + "Montane Grasslands and Shrublands | \n", + "
| 47 | \n", + "Liolaemus rothi | \n", + "0.901961 | \n", + "0.897504 | \n", + "0.855615 | \n", + "0.911765 | \n", + "-39.883768 | \n", + "-68.958480 | \n", + "POINT (-68.9584796315789 -39.8837683444976) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "
| 48 | \n", + "Liolaemus scapularis | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "-26.797749 | \n", + "-66.319981 | \n", + "POINT (-66.3199806296296 -26.7977487407407) | \n", + "Montane Grasslands and Shrublands | \n", + "Montane Grasslands and Shrublands | \n", + "
| 49 | \n", + "Myrmecocystus depilis | \n", + "0.545455 | \n", + "0.657343 | \n", + "0.615385 | \n", + "0.566434 | \n", + "27.435588 | \n", + "-88.605757 | \n", + "POINT (-88.60575684 27.43558792) | \n", + "None | \n", + "None | \n", + "
| 50 | \n", + "Myrmecocystus romainei | \n", + "0.635294 | \n", + "0.788235 | \n", + "0.623529 | \n", + "0.894118 | \n", + "34.710227 | \n", + "-112.172825 | \n", + "POINT (-112.172824666667 34.7102273548387) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 51 | \n", + "Phrynosoma cornutum | \n", + "0.645142 | \n", + "0.584753 | \n", + "0.559043 | \n", + "0.586398 | \n", + "31.820612 | \n", + "-101.490254 | \n", + "POINT (-101.490253855478 31.8206123228428) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "
| 52 | \n", + "Phrynosoma douglassii | \n", + "0.736364 | \n", + "0.738384 | \n", + "0.711111 | \n", + "0.725253 | \n", + "38.965364 | \n", + "-114.061897 | \n", + "POINT (-114.061897497626 38.9653640273163) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 53 | \n", + "Phymaturus patagonicus | \n", + "0.928571 | \n", + "0.928571 | \n", + "0.912698 | \n", + "0.896825 | \n", + "-40.818535 | \n", + "-69.341862 | \n", + "POINT (-69.3418617575758 -40.8185353939394) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "
| 54 | \n", + "Plestiodon gilberti | \n", + "0.800401 | \n", + "0.799307 | \n", + "0.762851 | \n", + "0.736511 | \n", + "36.142520 | \n", + "-118.842883 | \n", + "POINT (-118.842883316431 36.142520089232) | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "
| 55 | \n", + "Protobothrops mucrosquamatus | \n", + "0.732323 | \n", + "0.759259 | \n", + "0.747475 | \n", + "0.744108 | \n", + "21.701897 | \n", + "106.827620 | \n", + "POINT (106.827619647059 21.7018966554622) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 56 | \n", + "Rana palmipes | \n", + "0.729775 | \n", + "0.742697 | \n", + "0.738764 | \n", + "0.737079 | \n", + "4.454710 | \n", + "-80.111813 | \n", + "POINT (-80.1118133047774 4.45470998798396) | \n", + "None | \n", + "None | \n", + "
| 57 | \n", + "Rana pipiens | \n", + "0.659775 | \n", + "0.673483 | \n", + "0.717079 | \n", + "0.712247 | \n", + "43.494037 | \n", + "-80.369818 | \n", + "POINT (-80.3698183159876 43.49403672720801) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "
| 58 | \n", + "Rana warszewitschii | \n", + "0.919737 | \n", + "0.925000 | \n", + "0.899342 | \n", + "0.903947 | \n", + "9.800277 | \n", + "-83.586345 | \n", + "POINT (-83.58634523601499 9.800277358957381) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 59 | \n", + "Reticulitermes flavipes | \n", + "0.375000 | \n", + "0.458333 | \n", + "0.327381 | \n", + "0.363095 | \n", + "35.734857 | \n", + "-85.746314 | \n", + "POINT (-85.7463143684211 35.7348566578947) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "
| 60 | \n", + "Sceloporus graciosus | \n", + "0.871912 | \n", + "0.884792 | \n", + "0.872265 | \n", + "0.887085 | \n", + "37.083851 | \n", + "-117.460765 | \n", + "POINT (-117.460765002867 37.0838506560191) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 61 | \n", + "Sceloporus malachiticus | \n", + "0.868207 | \n", + "0.788496 | \n", + "0.748188 | \n", + "0.874094 | \n", + "12.024907 | \n", + "-86.340412 | \n", + "POINT (-86.3404123110338 12.0249065919764) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "
| 62 | \n", + "Sceloporus occidentalis | \n", + "0.945122 | \n", + "0.949864 | \n", + "0.941509 | \n", + "0.959350 | \n", + "34.721954 | \n", + "-118.938985 | \n", + "POINT (-118.938984805835 34.7219541720322) | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "
| 63 | \n", + "Sceloporus variabilis | \n", + "0.818089 | \n", + "0.843699 | \n", + "0.666260 | \n", + "0.750711 | \n", + "18.926039 | \n", + "-94.842290 | \n", + "POINT (-94.84229025 18.9260385195473) | \n", + "None | \n", + "None | \n", + "
| 64 | \n", + "Sphenomorphus incognitus | \n", + "0.800000 | \n", + "0.800000 | \n", + "0.650000 | \n", + "0.500000 | \n", + "22.174409 | \n", + "120.157175 | \n", + "POINT (120.1571748125 22.174409375) | \n", + "None | \n", + "None | \n", + "
| 65 | \n", + "Spodoptera exempta | \n", + "0.652174 | \n", + "0.515942 | \n", + "0.547826 | \n", + "0.713043 | \n", + "-24.144062 | \n", + "115.048632 | \n", + "POINT (115.048632011628 -24.1440616511628) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 66 | \n", + "Takydromus septentrionalis | \n", + "0.861607 | \n", + "0.881696 | \n", + "0.875000 | \n", + "0.851562 | \n", + "29.443917 | \n", + "119.595095 | \n", + "POINT (119.595095119724 29.443917223563) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "
| 67 | \n", + "Takydromus sexlineatus | \n", + "0.714756 | \n", + "0.695652 | \n", + "0.730567 | \n", + "0.719368 | \n", + "14.665824 | \n", + "103.694853 | \n", + "POINT (103.694852774372 14.6658235798833) | \n", + "Tropical and Subtropical Dry Broadleaf Forests | \n", + "Tropical and Subtropical Dry Broadleaf Forests | \n", + "
| 68 | \n", + "Tarentola boettgeri | \n", + "0.516807 | \n", + "0.731092 | \n", + "0.789916 | \n", + "0.529412 | \n", + "27.908843 | \n", + "-16.044150 | \n", + "POINT (-16.0441501195652 27.9088431847826) | \n", + "None | \n", + "None | \n", + "
| 69 | \n", + "Thamnophis ordinoides | \n", + "0.898512 | \n", + "0.907769 | \n", + "0.852893 | \n", + "0.880000 | \n", + "45.311153 | \n", + "-123.617448 | \n", + "POINT (-123.617448096812 45.31115305201821) | \n", + "Temperate Conifer Forests | \n", + "Temperate Conifer Forests | \n", + "
| 70 | \n", + "Thamnophis sirtalis concinnus | \n", + "0.826331 | \n", + "0.822129 | \n", + "0.802521 | \n", + "0.816527 | \n", + "45.133526 | \n", + "-123.634771 | \n", + "POINT (-123.634770550186 45.1335259707984) | \n", + "Temperate Conifer Forests | \n", + "Temperate Conifer Forests | \n", + "
| 71 | \n", + "Uta stansburiana | \n", + "0.909045 | \n", + "0.888720 | \n", + "0.859756 | \n", + "0.831640 | \n", + "34.258243 | \n", + "-116.945841 | \n", + "POINT (-116.945841086259 34.2582430932798) | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "
| 72 | \n", + "Xantusia riversiana | \n", + "0.845771 | \n", + "0.977612 | \n", + "0.977612 | \n", + "0.500000 | \n", + "33.007954 | \n", + "-118.608296 | \n", + "POINT (-118.60829627176 33.007954140074) | \n", + "None | \n", + "None | \n", + "
| 73 | \n", + "Xantusia vigilis | \n", + "0.741477 | \n", + "0.728977 | \n", + "0.708523 | \n", + "0.694223 | \n", + "34.088837 | \n", + "-115.362701 | \n", + "POINT (-115.36270116416 34.08883669293289) | \n", + "Deserts and Xeric Shrublands | \n", + "Deserts and Xeric Shrublands | \n", + "
| 74 | \n", + "Zootoca vivipara | \n", + "0.631579 | \n", + "0.663707 | \n", + "0.670894 | \n", + "0.551469 | \n", + "56.341877 | \n", + "10.233253 | \n", + "POINT (10.233252573 56.34187681) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "
75 rows × 10 columns
\n", + "| \n", + " | species | \n", + "score1 | \n", + "score2 | \n", + "score3 | \n", + "score4 | \n", + "lat | \n", + "lon | \n", + "geometry | \n", + "WWF_MHTNAM-ecoregion | \n", + "ECO_NAME-ecoregion | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", + "Anolis carolinensis | \n", + "0.697433 | \n", + "0.681756 | \n", + "0.627670 | \n", + "0.689986 | \n", + "30.610053 | \n", + "-95.368265 | \n", + "POINT (-95.36826538673469 30.6100525418367) | \n", + "Temperate Conifer Forests | \n", + "Upper West Gulf Coastal Plain | \n", + "
| 1 | \n", + "Anolis cupreus | \n", + "0.825352 | \n", + "0.825704 | \n", + "0.808451 | \n", + "0.739789 | \n", + "10.438718 | \n", + "-84.821745 | \n", + "POINT (-84.8217449702201 10.4387178261012) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Isthmian-Atlantic Moist Forests | \n", + "
| 2 | \n", + "Anolis humilis | \n", + "0.858262 | \n", + "0.844017 | \n", + "0.749525 | \n", + "0.793210 | \n", + "10.363891 | \n", + "-84.176701 | \n", + "POINT (-84.1767005813859 10.3638909599721) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Isthmian-Atlantic Moist Forests | \n", + "
| 3 | \n", + "Anolis intermedius | \n", + "0.679293 | \n", + "0.669192 | \n", + "0.684343 | \n", + "0.742424 | \n", + "9.968683 | \n", + "-84.134812 | \n", + "POINT (-84.1348119826708 9.968682762948911) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Costa Rican Seasonal Moist Forests | \n", + "
| 4 | \n", + "Anolis lemurinus | \n", + "0.722631 | \n", + "0.748650 | \n", + "0.737604 | \n", + "0.639543 | \n", + "16.587910 | \n", + "-90.992841 | \n", + "POINT (-90.9928411643135 16.5879103385629) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Petén-Veracruz Moist Forests | \n", + "
| 5 | \n", + "Anolis limifrons | \n", + "0.846879 | \n", + "0.858089 | \n", + "0.833121 | \n", + "0.793885 | \n", + "11.312314 | \n", + "-84.127161 | \n", + "POINT (-84.127161289388 11.3123137888343) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Isthmian-Atlantic Moist Forests | \n", + "
| 6 | \n", + "Anolis lionotus | \n", + "0.725309 | \n", + "0.712963 | \n", + "0.706790 | \n", + "0.694444 | \n", + "10.190785 | \n", + "-83.723422 | \n", + "POINT (-83.7234220696816 10.1907847424075) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Isthmian-Atlantic Moist Forests | \n", + "
| 7 | \n", + "Anolis tropidolepis | \n", + "0.957756 | \n", + "0.946676 | \n", + "0.929363 | \n", + "0.917590 | \n", + "10.009372 | \n", + "-84.049108 | \n", + "POINT (-84.04910831303091 10.0093717958735) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Costa Rican Seasonal Moist Forests | \n", + "
| 8 | \n", + "Bufo alvarius | \n", + "0.746170 | \n", + "0.699183 | \n", + "0.740552 | \n", + "0.617978 | \n", + "30.681703 | \n", + "-110.265889 | \n", + "POINT (-110.265888723641 30.6817034921089) | \n", + "Deserts and Xeric Shrublands | \n", + "Apache Highlands | \n", + "
| 9 | \n", + "Bufo canaliferus | \n", + "0.878271 | \n", + "0.910468 | \n", + "0.845730 | \n", + "0.757059 | \n", + "15.301282 | \n", + "-92.551711 | \n", + "POINT (-92.55171090986789 15.3012823411031) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Sierra Madre De Chiapas Moist Forests | \n", + "
| 10 | \n", + "Bufo debilis | \n", + "0.895395 | \n", + "0.902402 | \n", + "0.896563 | \n", + "0.884551 | \n", + "27.907027 | \n", + "-103.771689 | \n", + "POINT (-103.77168907196 27.9070271587593) | \n", + "Deserts and Xeric Shrublands | \n", + "Chihuahuan Desert | \n", + "
| 11 | \n", + "Bufo marinus | \n", + "0.793750 | \n", + "0.783333 | \n", + "0.759375 | \n", + "0.793403 | \n", + "15.114639 | \n", + "-44.626918 | \n", + "POINT (-44.6269180636943 15.1146392600849) | \n", + "None | \n", + "None | \n", + "
| 12 | \n", + "Bufo marmoreus | \n", + "0.752941 | \n", + "0.787745 | \n", + "0.751225 | \n", + "0.776348 | \n", + "18.068008 | \n", + "-99.356053 | \n", + "POINT (-99.35605326070721 18.0680076058085) | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "Sierra Madre Del Sur Pine-Oak Forests | \n", + "
| 13 | \n", + "Bufo mazatlanensis | \n", + "0.882134 | \n", + "0.941274 | \n", + "0.895368 | \n", + "0.942101 | \n", + "27.047105 | \n", + "-108.614598 | \n", + "POINT (-108.614598068305 27.0471048343469) | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "Sierra Madre Occidental Pine-Oak Forests | \n", + "
| 14 | \n", + "Chamaeleo dilepis | \n", + "0.593085 | \n", + "0.638298 | \n", + "0.629137 | \n", + "0.593381 | \n", + "-16.730218 | \n", + "30.301287 | \n", + "POINT (30.3012873044125 -16.7302184559342) | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "Southern Miombo Woodlands | \n", + "
| 15 | \n", + "Chamaeleo ellioti | \n", + "0.843013 | \n", + "0.605263 | \n", + "0.795826 | \n", + "0.783122 | \n", + "0.265436 | \n", + "31.840983 | \n", + "POINT (31.8409833070866 0.26543568503937) | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "Victoria Basin Forest-Savanna Mosaic | \n", + "
| 16 | \n", + "Chamaeleo jacksonii | \n", + "0.858824 | \n", + "0.785294 | \n", + "0.767647 | \n", + "0.800000 | \n", + "12.536269 | \n", + "-81.428388 | \n", + "POINT (-81.42838805133179 12.5362688448623) | \n", + "None | \n", + "None | \n", + "
| 17 | \n", + "Ctenotus taeniolatus | \n", + "0.712684 | \n", + "0.748494 | \n", + "0.756526 | \n", + "0.674029 | \n", + "-32.773206 | \n", + "150.284649 | \n", + "POINT (150.284648579457 -32.77320563598) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Eastern Australian Temperate Forests | \n", + "
| 18 | \n", + "Ctenotus uber | \n", + "0.547017 | \n", + "0.586114 | \n", + "0.543984 | \n", + "0.558477 | \n", + "-29.219582 | \n", + "127.153479 | \n", + "POINT (127.15347928125 -29.2195818236566) | \n", + "Deserts and Xeric Shrublands | \n", + "Nullarbor Plains Xeric Shrublands | \n", + "
| 19 | \n", + "Dendrobates auratus | \n", + "0.801994 | \n", + "0.787037 | \n", + "0.794160 | \n", + "0.775285 | \n", + "10.244971 | \n", + "-87.703409 | \n", + "POINT (-87.70340884997049 10.2449713264692) | \n", + "None | \n", + "None | \n", + "
| 20 | \n", + "Eleutherodactylus coqui | \n", + "0.444757 | \n", + "0.441948 | \n", + "0.589888 | \n", + "0.596442 | \n", + "20.870922 | \n", + "-141.259859 | \n", + "POINT (-141.259858712291 20.870922075419) | \n", + "None | \n", + "None | \n", + "
| 21 | \n", + "Eleutherodactylus fleischmanni | \n", + "0.830894 | \n", + "0.936585 | \n", + "0.889431 | \n", + "0.892683 | \n", + "9.955336 | \n", + "-83.815791 | \n", + "POINT (-83.815790913293 9.95533566487685) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Costa Rican Seasonal Moist Forests | \n", + "
| 22 | \n", + "Eremias argus | \n", + "0.839420 | \n", + "0.846377 | \n", + "0.793043 | \n", + "0.871884 | \n", + "38.686059 | \n", + "119.675565 | \n", + "POINT (119.675565424769 38.6860590638056) | \n", + "None | \n", + "None | \n", + "
| 23 | \n", + "Eremias multiocellata | \n", + "0.623782 | \n", + "0.569201 | \n", + "0.576023 | \n", + "0.756335 | \n", + "40.102019 | \n", + "89.028584 | \n", + "POINT (89.02858417653169 40.102018517558) | \n", + "Deserts and Xeric Shrublands | \n", + "Taklimakan Desert | \n", + "
| 24 | \n", + "Eumeces elegans | \n", + "0.863757 | \n", + "0.898148 | \n", + "0.505291 | \n", + "0.572751 | \n", + "28.050795 | \n", + "119.391272 | \n", + "POINT (119.391271995238 28.0507945619048) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Jian Nan Subtropical Evergreen Forests | \n", + "
| 25 | \n", + "Formica perpilosa | \n", + "0.681818 | \n", + "0.757025 | \n", + "0.752066 | \n", + "0.690083 | \n", + "36.487314 | \n", + "-110.231107 | \n", + "POINT (-110.231106692308 36.4873136199095) | \n", + "Deserts and Xeric Shrublands | \n", + "Colorado Plateau | \n", + "
| 26 | \n", + "Glossina pallidipes | \n", + "0.943196 | \n", + "0.977528 | \n", + "0.976904 | \n", + "0.975343 | \n", + "-8.942602 | \n", + "34.644185 | \n", + "POINT (34.644185031339 -8.9426019031339) | \n", + "Tropical and Subtropical Grasslands, Savannas ... | \n", + "Eastern Miombo Woodlands | \n", + "
| 27 | \n", + "Hemachatus haemachatus | \n", + "0.595616 | \n", + "0.641644 | \n", + "0.681096 | \n", + "0.609315 | \n", + "-27.624569 | \n", + "28.611590 | \n", + "POINT (28.611590157377 -27.6245692557377) | \n", + "Montane Grasslands and Shrublands | \n", + "Highveld Grasslands | \n", + "
| 28 | \n", + "Hyla walkeri | \n", + "0.916379 | \n", + "0.921552 | \n", + "0.906897 | \n", + "0.915517 | \n", + "16.651725 | \n", + "-92.511214 | \n", + "POINT (-92.51121378234129 16.6517253827113) | \n", + "Tropical and Subtropical Coniferous Forests | \n", + "Central American Pine-Oak Forests | \n", + "
| 29 | \n", + "Laudakia stellio | \n", + "0.774205 | \n", + "0.783960 | \n", + "0.783237 | \n", + "0.784321 | \n", + "33.662114 | \n", + "32.839737 | \n", + "POINT (32.8397374167328 33.6621143324453) | \n", + "None | \n", + "None | \n", + "
| ... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "... | \n", + "
| 45 | \n", + "Liolaemus petrophilus | \n", + "0.703947 | \n", + "0.703947 | \n", + "0.743421 | \n", + "0.634868 | \n", + "-41.723690 | \n", + "-67.813144 | \n", + "POINT (-67.813143921875 -41.723690109375) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 46 | \n", + "Liolaemus robertmertensi | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "-28.063902 | \n", + "-66.823346 | \n", + "POINT (-66.8233463333333 -28.063902) | \n", + "Montane Grasslands and Shrublands | \n", + "High Monte | \n", + "
| 47 | \n", + "Liolaemus rothi | \n", + "0.901961 | \n", + "0.897504 | \n", + "0.855615 | \n", + "0.911765 | \n", + "-39.883768 | \n", + "-68.958480 | \n", + "POINT (-68.9584796315789 -39.8837683444976) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Low Monte | \n", + "
| 48 | \n", + "Liolaemus scapularis | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "1.000000 | \n", + "-26.797749 | \n", + "-66.319981 | \n", + "POINT (-66.3199806296296 -26.7977487407407) | \n", + "Montane Grasslands and Shrublands | \n", + "High Monte | \n", + "
| 49 | \n", + "Myrmecocystus depilis | \n", + "0.545455 | \n", + "0.657343 | \n", + "0.615385 | \n", + "0.566434 | \n", + "27.435588 | \n", + "-88.605757 | \n", + "POINT (-88.60575684 27.43558792) | \n", + "None | \n", + "None | \n", + "
| 50 | \n", + "Myrmecocystus romainei | \n", + "0.635294 | \n", + "0.788235 | \n", + "0.623529 | \n", + "0.894118 | \n", + "34.710227 | \n", + "-112.172825 | \n", + "POINT (-112.172824666667 34.7102273548387) | \n", + "Deserts and Xeric Shrublands | \n", + "Apache Highlands | \n", + "
| 51 | \n", + "Phrynosoma cornutum | \n", + "0.645142 | \n", + "0.584753 | \n", + "0.559043 | \n", + "0.586398 | \n", + "31.820612 | \n", + "-101.490254 | \n", + "POINT (-101.490253855478 31.8206123228428) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Edwards Plateau | \n", + "
| 52 | \n", + "Phrynosoma douglassii | \n", + "0.736364 | \n", + "0.738384 | \n", + "0.711111 | \n", + "0.725253 | \n", + "38.965364 | \n", + "-114.061897 | \n", + "POINT (-114.061897497626 38.9653640273163) | \n", + "Deserts and Xeric Shrublands | \n", + "Great Basin | \n", + "
| 53 | \n", + "Phymaturus patagonicus | \n", + "0.928571 | \n", + "0.928571 | \n", + "0.912698 | \n", + "0.896825 | \n", + "-40.818535 | \n", + "-69.341862 | \n", + "POINT (-69.3418617575758 -40.8185353939394) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 54 | \n", + "Plestiodon gilberti | \n", + "0.800401 | \n", + "0.799307 | \n", + "0.762851 | \n", + "0.736511 | \n", + "36.142520 | \n", + "-118.842883 | \n", + "POINT (-118.842883316431 36.142520089232) | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "Great Central Valley | \n", + "
| 55 | \n", + "Protobothrops mucrosquamatus | \n", + "0.732323 | \n", + "0.759259 | \n", + "0.747475 | \n", + "0.744108 | \n", + "21.701897 | \n", + "106.827620 | \n", + "POINT (106.827619647059 21.7018966554622) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "South China-Vietnam Subtropical Evergreen Forests | \n", + "
| 56 | \n", + "Rana palmipes | \n", + "0.729775 | \n", + "0.742697 | \n", + "0.738764 | \n", + "0.737079 | \n", + "4.454710 | \n", + "-80.111813 | \n", + "POINT (-80.1118133047774 4.45470998798396) | \n", + "None | \n", + "None | \n", + "
| 57 | \n", + "Rana pipiens | \n", + "0.659775 | \n", + "0.673483 | \n", + "0.717079 | \n", + "0.712247 | \n", + "43.494037 | \n", + "-80.369818 | \n", + "POINT (-80.3698183159876 43.49403672720801) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Great Lakes | \n", + "
| 58 | \n", + "Rana warszewitschii | \n", + "0.919737 | \n", + "0.925000 | \n", + "0.899342 | \n", + "0.903947 | \n", + "9.800277 | \n", + "-83.586345 | \n", + "POINT (-83.58634523601499 9.800277358957381) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Talamancan Montane Forests | \n", + "
| 59 | \n", + "Reticulitermes flavipes | \n", + "0.375000 | \n", + "0.458333 | \n", + "0.327381 | \n", + "0.363095 | \n", + "35.734857 | \n", + "-85.746314 | \n", + "POINT (-85.7463143684211 35.7348566578947) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Interior Low Plateau | \n", + "
| 60 | \n", + "Sceloporus graciosus | \n", + "0.871912 | \n", + "0.884792 | \n", + "0.872265 | \n", + "0.887085 | \n", + "37.083851 | \n", + "-117.460765 | \n", + "POINT (-117.460765002867 37.0838506560191) | \n", + "Deserts and Xeric Shrublands | \n", + "Mojave Desert | \n", + "
| 61 | \n", + "Sceloporus malachiticus | \n", + "0.868207 | \n", + "0.788496 | \n", + "0.748188 | \n", + "0.874094 | \n", + "12.024907 | \n", + "-86.340412 | \n", + "POINT (-86.3404123110338 12.0249065919764) | \n", + "Tropical and Subtropical Moist Broadleaf Forests | \n", + "Costa Rican Seasonal Moist Forests | \n", + "
| 62 | \n", + "Sceloporus occidentalis | \n", + "0.945122 | \n", + "0.949864 | \n", + "0.941509 | \n", + "0.959350 | \n", + "34.721954 | \n", + "-118.938985 | \n", + "POINT (-118.938984805835 34.7219541720322) | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "California South Coast | \n", + "
| 63 | \n", + "Sceloporus variabilis | \n", + "0.818089 | \n", + "0.843699 | \n", + "0.666260 | \n", + "0.750711 | \n", + "18.926039 | \n", + "-94.842290 | \n", + "POINT (-94.84229025 18.9260385195473) | \n", + "None | \n", + "None | \n", + "
| 64 | \n", + "Sphenomorphus incognitus | \n", + "0.800000 | \n", + "0.800000 | \n", + "0.650000 | \n", + "0.500000 | \n", + "22.174409 | \n", + "120.157175 | \n", + "POINT (120.1571748125 22.174409375) | \n", + "None | \n", + "None | \n", + "
| 65 | \n", + "Spodoptera exempta | \n", + "0.652174 | \n", + "0.515942 | \n", + "0.547826 | \n", + "0.713043 | \n", + "-24.144062 | \n", + "115.048632 | \n", + "POINT (115.048632011628 -24.1440616511628) | \n", + "Deserts and Xeric Shrublands | \n", + "Carnarvon Xeric Shrublands | \n", + "
| 66 | \n", + "Takydromus septentrionalis | \n", + "0.861607 | \n", + "0.881696 | \n", + "0.875000 | \n", + "0.851562 | \n", + "29.443917 | \n", + "119.595095 | \n", + "POINT (119.595095119724 29.443917223563) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Changjiang Plain Evergreen Forests | \n", + "
| 67 | \n", + "Takydromus sexlineatus | \n", + "0.714756 | \n", + "0.695652 | \n", + "0.730567 | \n", + "0.719368 | \n", + "14.665824 | \n", + "103.694853 | \n", + "POINT (103.694852774372 14.6658235798833) | \n", + "Tropical and Subtropical Dry Broadleaf Forests | \n", + "Central Indochina Dry Forests | \n", + "
| 68 | \n", + "Tarentola boettgeri | \n", + "0.516807 | \n", + "0.731092 | \n", + "0.789916 | \n", + "0.529412 | \n", + "27.908843 | \n", + "-16.044150 | \n", + "POINT (-16.0441501195652 27.9088431847826) | \n", + "None | \n", + "None | \n", + "
| 69 | \n", + "Thamnophis ordinoides | \n", + "0.898512 | \n", + "0.907769 | \n", + "0.852893 | \n", + "0.880000 | \n", + "45.311153 | \n", + "-123.617448 | \n", + "POINT (-123.617448096812 45.31115305201821) | \n", + "Temperate Conifer Forests | \n", + "Pacific Northwest Coast | \n", + "
| 70 | \n", + "Thamnophis sirtalis concinnus | \n", + "0.826331 | \n", + "0.822129 | \n", + "0.802521 | \n", + "0.816527 | \n", + "45.133526 | \n", + "-123.634771 | \n", + "POINT (-123.634770550186 45.1335259707984) | \n", + "Temperate Conifer Forests | \n", + "Pacific Northwest Coast | \n", + "
| 71 | \n", + "Uta stansburiana | \n", + "0.909045 | \n", + "0.888720 | \n", + "0.859756 | \n", + "0.831640 | \n", + "34.258243 | \n", + "-116.945841 | \n", + "POINT (-116.945841086259 34.2582430932798) | \n", + "Mediterranean Forests, Woodlands and Scrub | \n", + "California South Coast | \n", + "
| 72 | \n", + "Xantusia riversiana | \n", + "0.845771 | \n", + "0.977612 | \n", + "0.977612 | \n", + "0.500000 | \n", + "33.007954 | \n", + "-118.608296 | \n", + "POINT (-118.60829627176 33.007954140074) | \n", + "None | \n", + "None | \n", + "
| 73 | \n", + "Xantusia vigilis | \n", + "0.741477 | \n", + "0.728977 | \n", + "0.708523 | \n", + "0.694223 | \n", + "34.088837 | \n", + "-115.362701 | \n", + "POINT (-115.36270116416 34.08883669293289) | \n", + "Deserts and Xeric Shrublands | \n", + "Sonoran Desert | \n", + "
| 74 | \n", + "Zootoca vivipara | \n", + "0.631579 | \n", + "0.663707 | \n", + "0.670894 | \n", + "0.551469 | \n", + "56.341877 | \n", + "10.233253 | \n", + "POINT (10.233252573 56.34187681) | \n", + "Temperate Broadleaf and Mixed Forests | \n", + "Baltic Mixed Forests | \n", + "
75 rows × 10 columns
\n", + "| \n", + " | species | \n", + "score1 | \n", + "score2 | \n", + "score3 | \n", + "score4 | \n", + "lat | \n", + "lon | \n", + "geometry | \n", + "WWF_MHTNAM-ecoregion | \n", + "ECO_NAME-ecoregion | \n", + "
|---|---|---|---|---|---|---|---|---|---|---|
| 8 | \n", + "Bufo alvarius | \n", + "0.746170 | \n", + "0.699183 | \n", + "0.740552 | \n", + "0.617978 | \n", + "30.681703 | \n", + "-110.265889 | \n", + "POINT (-110.265888723641 30.6817034921089) | \n", + "Deserts and Xeric Shrublands | \n", + "Apache Highlands | \n", + "
| 10 | \n", + "Bufo debilis | \n", + "0.895395 | \n", + "0.902402 | \n", + "0.896563 | \n", + "0.884551 | \n", + "27.907027 | \n", + "-103.771689 | \n", + "POINT (-103.77168907196 27.9070271587593) | \n", + "Deserts and Xeric Shrublands | \n", + "Chihuahuan Desert | \n", + "
| 18 | \n", + "Ctenotus uber | \n", + "0.547017 | \n", + "0.586114 | \n", + "0.543984 | \n", + "0.558477 | \n", + "-29.219582 | \n", + "127.153479 | \n", + "POINT (127.15347928125 -29.2195818236566) | \n", + "Deserts and Xeric Shrublands | \n", + "Nullarbor Plains Xeric Shrublands | \n", + "
| 23 | \n", + "Eremias multiocellata | \n", + "0.623782 | \n", + "0.569201 | \n", + "0.576023 | \n", + "0.756335 | \n", + "40.102019 | \n", + "89.028584 | \n", + "POINT (89.02858417653169 40.102018517558) | \n", + "Deserts and Xeric Shrublands | \n", + "Taklimakan Desert | \n", + "
| 25 | \n", + "Formica perpilosa | \n", + "0.681818 | \n", + "0.757025 | \n", + "0.752066 | \n", + "0.690083 | \n", + "36.487314 | \n", + "-110.231107 | \n", + "POINT (-110.231106692308 36.4873136199095) | \n", + "Deserts and Xeric Shrublands | \n", + "Colorado Plateau | \n", + "
| 32 | \n", + "Liolaemus bibronii | \n", + "0.690879 | \n", + "0.757427 | \n", + "0.691474 | \n", + "0.697118 | \n", + "-39.425585 | \n", + "-69.995640 | \n", + "POINT (-69.9956397184943 -39.4255848412439) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 33 | \n", + "Liolaemus boulengeri | \n", + "0.627767 | \n", + "0.678739 | \n", + "0.606304 | \n", + "0.719651 | \n", + "-42.993359 | \n", + "-68.918031 | \n", + "POINT (-68.91803062671229 -42.9933589041096) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 34 | \n", + "Liolaemus cf elongatus | \n", + "0.824437 | \n", + "0.838043 | \n", + "0.816065 | \n", + "0.837781 | \n", + "-38.722118 | \n", + "-70.461970 | \n", + "POINT (-70.4619704010067 -38.7221178221477) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 36 | \n", + "Liolaemus darwinii | \n", + "0.856161 | \n", + "0.856161 | \n", + "0.789054 | \n", + "0.816007 | \n", + "-34.016645 | \n", + "-68.068975 | \n", + "POINT (-68.06897543984961 -34.0166449887218) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Low Monte | \n", + "
| 37 | \n", + "Liolaemus fitzingerii | \n", + "0.483333 | \n", + "0.533333 | \n", + "0.361111 | \n", + "0.486111 | \n", + "-45.687141 | \n", + "-68.606051 | \n", + "POINT (-68.6060513333333 -45.6871409285714) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 39 | \n", + "Liolaemus kingii | \n", + "0.722222 | \n", + "0.764444 | \n", + "0.762222 | \n", + "0.775556 | \n", + "-47.306496 | \n", + "-67.811586 | \n", + "POINT (-67.81158636082471 -47.306496443299) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 40 | \n", + "Liolaemus kriegi | \n", + "0.714773 | \n", + "0.703409 | \n", + "0.669318 | \n", + "0.765909 | \n", + "-38.720321 | \n", + "-68.250850 | \n", + "POINT (-68.2508498100559 -38.7203211620112) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Low Monte | \n", + "
| 43 | \n", + "Liolaemus multimaculatus | \n", + "0.878205 | \n", + "0.826923 | \n", + "0.782051 | \n", + "0.903846 | \n", + "-37.629257 | \n", + "-58.872253 | \n", + "POINT (-58.872253359375 -37.62925709375) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Humid Pampas | \n", + "
| 45 | \n", + "Liolaemus petrophilus | \n", + "0.703947 | \n", + "0.703947 | \n", + "0.743421 | \n", + "0.634868 | \n", + "-41.723690 | \n", + "-67.813144 | \n", + "POINT (-67.813143921875 -41.723690109375) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 47 | \n", + "Liolaemus rothi | \n", + "0.901961 | \n", + "0.897504 | \n", + "0.855615 | \n", + "0.911765 | \n", + "-39.883768 | \n", + "-68.958480 | \n", + "POINT (-68.9584796315789 -39.8837683444976) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Low Monte | \n", + "
| 50 | \n", + "Myrmecocystus romainei | \n", + "0.635294 | \n", + "0.788235 | \n", + "0.623529 | \n", + "0.894118 | \n", + "34.710227 | \n", + "-112.172825 | \n", + "POINT (-112.172824666667 34.7102273548387) | \n", + "Deserts and Xeric Shrublands | \n", + "Apache Highlands | \n", + "
| 51 | \n", + "Phrynosoma cornutum | \n", + "0.645142 | \n", + "0.584753 | \n", + "0.559043 | \n", + "0.586398 | \n", + "31.820612 | \n", + "-101.490254 | \n", + "POINT (-101.490253855478 31.8206123228428) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Edwards Plateau | \n", + "
| 52 | \n", + "Phrynosoma douglassii | \n", + "0.736364 | \n", + "0.738384 | \n", + "0.711111 | \n", + "0.725253 | \n", + "38.965364 | \n", + "-114.061897 | \n", + "POINT (-114.061897497626 38.9653640273163) | \n", + "Deserts and Xeric Shrublands | \n", + "Great Basin | \n", + "
| 53 | \n", + "Phymaturus patagonicus | \n", + "0.928571 | \n", + "0.928571 | \n", + "0.912698 | \n", + "0.896825 | \n", + "-40.818535 | \n", + "-69.341862 | \n", + "POINT (-69.3418617575758 -40.8185353939394) | \n", + "Temperate Grasslands, Savannas and Shrublands | \n", + "Patagonian Steppe | \n", + "
| 60 | \n", + "Sceloporus graciosus | \n", + "0.871912 | \n", + "0.884792 | \n", + "0.872265 | \n", + "0.887085 | \n", + "37.083851 | \n", + "-117.460765 | \n", + "POINT (-117.460765002867 37.0838506560191) | \n", + "Deserts and Xeric Shrublands | \n", + "Mojave Desert | \n", + "
| 65 | \n", + "Spodoptera exempta | \n", + "0.652174 | \n", + "0.515942 | \n", + "0.547826 | \n", + "0.713043 | \n", + "-24.144062 | \n", + "115.048632 | \n", + "POINT (115.048632011628 -24.1440616511628) | \n", + "Deserts and Xeric Shrublands | \n", + "Carnarvon Xeric Shrublands | \n", + "
| 73 | \n", + "Xantusia vigilis | \n", + "0.741477 | \n", + "0.728977 | \n", + "0.708523 | \n", + "0.694223 | \n", + "34.088837 | \n", + "-115.362701 | \n", + "POINT (-115.36270116416 34.08883669293289) | \n", + "Deserts and Xeric Shrublands | \n", + "Sonoran Desert | \n", + "