Someshfengde
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cde29a7
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Parent(s):
bcf50c6
Upload folder using huggingface_hub
Browse files- NB_EXP_V2_008/vit_base_patch16_224_224_bs32_ep16_lr6e05_wd0.05_mixup_cutmix_CV_0.pth +3 -0
- labels_class_map_rev.json +1615 -0
- original_mapping.json +1786 -0
- script.py +85 -26
NB_EXP_V2_008/vit_base_patch16_224_224_bs32_ep16_lr6e05_wd0.05_mixup_cutmix_CV_0.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:403bb7e71eccb60fb3cfd8077b90db1948376b5f3dc95eae6e279fe7e2c0bdd3
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size 367259034
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labels_class_map_rev.json
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|
|
|
1 |
+
{
|
2 |
+
"0": "Acanthophis antarcticus",
|
3 |
+
"1": "Acanthophis laevis",
|
4 |
+
"2": "Acanthophis praelongus",
|
5 |
+
"3": "Acanthophis pyrrhus",
|
6 |
+
"4": "Acanthophis rugosus",
|
7 |
+
"5": "Acanthophis wellsi",
|
8 |
+
"6": "Achalinus formosanus",
|
9 |
+
"7": "Achalinus niger",
|
10 |
+
"8": "Achalinus rufescens",
|
11 |
+
"9": "Achalinus spinalis",
|
12 |
+
"10": "Acrantophis dumerili",
|
13 |
+
"11": "Acrantophis madagascariensis",
|
14 |
+
"12": "Acrochordus arafurae",
|
15 |
+
"13": "Acrochordus granulatus",
|
16 |
+
"14": "Acrochordus javanicus",
|
17 |
+
"15": "Adelphicos nigrilatum",
|
18 |
+
"16": "Adelphicos quadrivirgatum",
|
19 |
+
"17": "Adelphicos visoninum",
|
20 |
+
"18": "Adelphostigma occipitalis",
|
21 |
+
"19": "Afrotyphlops bibronii",
|
22 |
+
"20": "Afrotyphlops mucruso",
|
23 |
+
"21": "Afrotyphlops schlegelii",
|
24 |
+
"22": "Afrotyphlops schmidti",
|
25 |
+
"23": "Agkistrodon bilineatus",
|
26 |
+
"24": "Agkistrodon conanti",
|
27 |
+
"25": "Agkistrodon contortrix",
|
28 |
+
"26": "Agkistrodon howardgloydi",
|
29 |
+
"27": "Agkistrodon laticinctus",
|
30 |
+
"28": "Agkistrodon piscivorus",
|
31 |
+
"29": "Agkistrodon russeolus",
|
32 |
+
"30": "Agkistrodon taylori",
|
33 |
+
"31": "Ahaetulla anomala",
|
34 |
+
"32": "Ahaetulla borealis",
|
35 |
+
"33": "Ahaetulla dispar",
|
36 |
+
"34": "Ahaetulla farnsworthi",
|
37 |
+
"35": "Ahaetulla fasciolata",
|
38 |
+
"36": "Ahaetulla fusca",
|
39 |
+
"37": "Ahaetulla isabellina",
|
40 |
+
"38": "Ahaetulla malabarica",
|
41 |
+
"39": "Ahaetulla mycterizans",
|
42 |
+
"40": "Ahaetulla nasuta",
|
43 |
+
"41": "Ahaetulla oxyrhynca",
|
44 |
+
"42": "Ahaetulla oxyrhyncha",
|
45 |
+
"43": "Ahaetulla prasina",
|
46 |
+
"44": "Ahaetulla sahyadrensis",
|
47 |
+
"45": "Aipysurus duboisii",
|
48 |
+
"46": "Aipysurus laevis",
|
49 |
+
"47": "Alopecion guttatum",
|
50 |
+
"48": "Alsophis antiguae",
|
51 |
+
"49": "Alsophis rufiventris",
|
52 |
+
"50": "Alsophis sibonius",
|
53 |
+
"51": "Amastridium sapperi",
|
54 |
+
"52": "Amastridium veliferum",
|
55 |
+
"53": "Amblyodipsas concolor",
|
56 |
+
"54": "Amblyodipsas microphthalma",
|
57 |
+
"55": "Amblyodipsas polylepis",
|
58 |
+
"56": "Amerotyphlops brongersmianus",
|
59 |
+
"57": "Amerotyphlops microstomus",
|
60 |
+
"58": "Amerotyphlops reticulatus",
|
61 |
+
"59": "Amphiesma monticola",
|
62 |
+
"60": "Amphiesma stolatum",
|
63 |
+
"61": "Amplorhinus multimaculatus",
|
64 |
+
"62": "Anilios australis",
|
65 |
+
"63": "Anilios bicolor",
|
66 |
+
"64": "Anilios bituberculatus",
|
67 |
+
"65": "Anilios ligatus",
|
68 |
+
"66": "Anilios nigrescens",
|
69 |
+
"67": "Anilios proximus",
|
70 |
+
"68": "Anilius scytale",
|
71 |
+
"69": "Antaresia childreni",
|
72 |
+
"70": "Antaresia maculosa",
|
73 |
+
"71": "Antaresia perthensis",
|
74 |
+
"72": "Aparallactus capensis",
|
75 |
+
"73": "Aparallactus guentheri",
|
76 |
+
"74": "Aparallactus lunulatus",
|
77 |
+
"75": "Aplopeltura boa",
|
78 |
+
"76": "Apostolepis assimilis",
|
79 |
+
"77": "Apostolepis cearensis",
|
80 |
+
"78": "Apostolepis dimidiata",
|
81 |
+
"79": "Apostolepis sanctaeritae",
|
82 |
+
"80": "Argyrogena fasciolata",
|
83 |
+
"81": "Argyrophis diardii",
|
84 |
+
"82": "Argyrophis muelleri",
|
85 |
+
"83": "Arizona elegans",
|
86 |
+
"84": "Arrhyton redimitum",
|
87 |
+
"85": "Arrhyton taeniatum",
|
88 |
+
"86": "Aspidelaps lubricus",
|
89 |
+
"87": "Aspidelaps scutatus",
|
90 |
+
"88": "Aspidites melanocephalus",
|
91 |
+
"89": "Aspidites ramsayi",
|
92 |
+
"90": "Aspidura brachyorrhos",
|
93 |
+
"91": "Aspidura trachyprocta",
|
94 |
+
"92": "Asthenodipsas laevis",
|
95 |
+
"93": "Asthenodipsas malaccanus",
|
96 |
+
"94": "Asthenodipsas tropidonotus",
|
97 |
+
"95": "Asthenodipsas vertebralis",
|
98 |
+
"96": "Atheris ceratophora",
|
99 |
+
"97": "Atheris chlorechis",
|
100 |
+
"98": "Atheris nitschei",
|
101 |
+
"99": "Atheris squamigera",
|
102 |
+
"100": "Atractaspis bibronii",
|
103 |
+
"101": "Atractaspis irregularis",
|
104 |
+
"102": "Atractus badius",
|
105 |
+
"103": "Atractus bocki",
|
106 |
+
"104": "Atractus carrioni",
|
107 |
+
"105": "Atractus chthonius",
|
108 |
+
"106": "Atractus clarki",
|
109 |
+
"107": "Atractus crassicaudatus",
|
110 |
+
"108": "Atractus duboisi",
|
111 |
+
"109": "Atractus dunni",
|
112 |
+
"110": "Atractus elaps",
|
113 |
+
"111": "Atractus flammigerus",
|
114 |
+
"112": "Atractus fuliginosus",
|
115 |
+
"113": "Atractus lasallei",
|
116 |
+
"114": "Atractus latifrons",
|
117 |
+
"115": "Atractus lehmanni",
|
118 |
+
"116": "Atractus major",
|
119 |
+
"117": "Atractus manizalesensis",
|
120 |
+
"118": "Atractus nicefori",
|
121 |
+
"119": "Atractus obesus",
|
122 |
+
"120": "Atractus occidentalis",
|
123 |
+
"121": "Atractus pantostictus",
|
124 |
+
"122": "Atractus paraguayensis",
|
125 |
+
"123": "Atractus reticulatus",
|
126 |
+
"124": "Atractus sanctaemartae",
|
127 |
+
"125": "Atractus snethlageae",
|
128 |
+
"126": "Atractus titanicus",
|
129 |
+
"127": "Atractus trilineatus",
|
130 |
+
"128": "Atractus wagleri",
|
131 |
+
"129": "Atractus werneri",
|
132 |
+
"130": "Atretium schistosum",
|
133 |
+
"131": "Austrelaps labialis",
|
134 |
+
"132": "Austrelaps ramsayi",
|
135 |
+
"133": "Austrelaps superbus",
|
136 |
+
"134": "Azemiops feae",
|
137 |
+
"135": "Bitis arietans",
|
138 |
+
"136": "Bitis armata",
|
139 |
+
"137": "Bitis atropos",
|
140 |
+
"138": "Bitis caudalis",
|
141 |
+
"139": "Bitis cornuta",
|
142 |
+
"140": "Bitis gabonica",
|
143 |
+
"141": "Bitis nasicornis",
|
144 |
+
"142": "Bitis peringueyi",
|
145 |
+
"143": "Bitis rhinoceros",
|
146 |
+
"144": "Bitis rubida",
|
147 |
+
"145": "Bitis schneideri",
|
148 |
+
"146": "Bitis xeropaga",
|
149 |
+
"147": "Boa constrictor",
|
150 |
+
"148": "Boa imperator",
|
151 |
+
"149": "Boa sigma",
|
152 |
+
"150": "Boaedon bedriagae",
|
153 |
+
"151": "Boaedon capensis",
|
154 |
+
"152": "Boaedon fuliginosus",
|
155 |
+
"153": "Boaedon lineatus",
|
156 |
+
"154": "Boaedon mentalis",
|
157 |
+
"155": "Bogertophis rosaliae",
|
158 |
+
"156": "Bogertophis subocularis",
|
159 |
+
"157": "Boiga beddomei",
|
160 |
+
"158": "Boiga bengkuluensis",
|
161 |
+
"159": "Boiga ceylonensis",
|
162 |
+
"160": "Boiga cyanea",
|
163 |
+
"161": "Boiga cynodon",
|
164 |
+
"162": "Boiga dendrophila",
|
165 |
+
"163": "Boiga drapiezii",
|
166 |
+
"164": "Boiga flaviviridis",
|
167 |
+
"165": "Boiga forsteni",
|
168 |
+
"166": "Boiga guangxiensis",
|
169 |
+
"167": "Boiga irregularis",
|
170 |
+
"168": "Boiga jaspidea",
|
171 |
+
"169": "Boiga kraepelini",
|
172 |
+
"170": "Boiga melanota",
|
173 |
+
"171": "Boiga multifasciata",
|
174 |
+
"172": "Boiga multomaculata",
|
175 |
+
"173": "Boiga nigriceps",
|
176 |
+
"174": "Boiga nuchalis",
|
177 |
+
"175": "Boiga ochracea",
|
178 |
+
"176": "Boiga siamensis",
|
179 |
+
"177": "Boiga thackerayi",
|
180 |
+
"178": "Boiga trigonata",
|
181 |
+
"179": "Boiruna maculata",
|
182 |
+
"180": "Boiruna sertaneja",
|
183 |
+
"181": "Borikenophis portoricensis",
|
184 |
+
"182": "Bothriechis aurifer",
|
185 |
+
"183": "Bothriechis bicolor",
|
186 |
+
"184": "Bothriechis guifarroi",
|
187 |
+
"185": "Bothriechis lateralis",
|
188 |
+
"186": "Bothriechis marchi",
|
189 |
+
"187": "Bothriechis nigroviridis",
|
190 |
+
"188": "Bothriechis nubestris",
|
191 |
+
"189": "Bothriechis schlegelii",
|
192 |
+
"190": "Bothriechis supraciliaris",
|
193 |
+
"191": "Bothriechis thalassinus",
|
194 |
+
"192": "Bothrocophias andianus",
|
195 |
+
"193": "Bothrocophias campbelli",
|
196 |
+
"194": "Bothrocophias hyoprora",
|
197 |
+
"195": "Bothrocophias lojanus",
|
198 |
+
"196": "Bothrocophias microphthalmus",
|
199 |
+
"197": "Bothrophthalmus lineatus",
|
200 |
+
"198": "Bothrops alternatus",
|
201 |
+
"199": "Bothrops ammodytoides",
|
202 |
+
"200": "Bothrops asper",
|
203 |
+
"201": "Bothrops atrox",
|
204 |
+
"202": "Bothrops bilineatus",
|
205 |
+
"203": "Bothrops brazili",
|
206 |
+
"204": "Bothrops cotiara",
|
207 |
+
"205": "Bothrops diporus",
|
208 |
+
"206": "Bothrops erythromelas",
|
209 |
+
"207": "Bothrops fonsecai",
|
210 |
+
"208": "Bothrops itapetiningae",
|
211 |
+
"209": "Bothrops jararaca",
|
212 |
+
"210": "Bothrops jararacussu",
|
213 |
+
"211": "Bothrops jonathani",
|
214 |
+
"212": "Bothrops leucurus",
|
215 |
+
"213": "Bothrops marmoratus",
|
216 |
+
"214": "Bothrops mattogrossensis",
|
217 |
+
"215": "Bothrops moojeni",
|
218 |
+
"216": "Bothrops muriciensis",
|
219 |
+
"217": "Bothrops neuwiedi",
|
220 |
+
"218": "Bothrops oligobalius",
|
221 |
+
"219": "Bothrops osbornei",
|
222 |
+
"220": "Bothrops pauloensis",
|
223 |
+
"221": "Bothrops pictus",
|
224 |
+
"222": "Bothrops pubescens",
|
225 |
+
"223": "Bothrops pulcher",
|
226 |
+
"224": "Bothrops punctatus",
|
227 |
+
"225": "Bothrops taeniatus",
|
228 |
+
"226": "Bothrops venezuelensis",
|
229 |
+
"227": "Brachyurophis approximans",
|
230 |
+
"228": "Brachyurophis australis",
|
231 |
+
"229": "Brachyurophis fasciolatus",
|
232 |
+
"230": "Brachyurophis incinctus",
|
233 |
+
"231": "Brachyurophis roperi",
|
234 |
+
"232": "Brachyurophis semifasciatus",
|
235 |
+
"233": "Bungarus caeruleus",
|
236 |
+
"234": "Bungarus candidus",
|
237 |
+
"235": "Bungarus ceylonicus",
|
238 |
+
"236": "Bungarus fasciatus",
|
239 |
+
"237": "Bungarus flaviceps",
|
240 |
+
"238": "Bungarus multicinctus",
|
241 |
+
"239": "Bungarus niger",
|
242 |
+
"240": "Cacophis churchilli",
|
243 |
+
"241": "Cacophis harriettae",
|
244 |
+
"242": "Cacophis krefftii",
|
245 |
+
"243": "Cacophis squamulosus",
|
246 |
+
"244": "Calabaria reinhardtii",
|
247 |
+
"245": "Calamaria bicolor",
|
248 |
+
"246": "Calamaria gervaisii",
|
249 |
+
"247": "Calamaria griswoldi",
|
250 |
+
"248": "Calamaria linnaei",
|
251 |
+
"249": "Calamaria lumbricoidea",
|
252 |
+
"250": "Calamaria pavimentata",
|
253 |
+
"251": "Calamaria schlegeli",
|
254 |
+
"252": "Calamaria schmidti",
|
255 |
+
"253": "Calamaria septentrionalis",
|
256 |
+
"254": "Calliophis bibroni",
|
257 |
+
"255": "Calliophis bivirgatus",
|
258 |
+
"256": "Calliophis intestinalis",
|
259 |
+
"257": "Calliophis maculiceps",
|
260 |
+
"258": "Calliophis nigrescens",
|
261 |
+
"259": "Calliophis nigrotaeniatus",
|
262 |
+
"260": "Calloselasma rhodostoma",
|
263 |
+
"261": "Candoia aspera",
|
264 |
+
"262": "Candoia bibroni",
|
265 |
+
"263": "Candoia carinata",
|
266 |
+
"264": "Candoia paulsoni",
|
267 |
+
"265": "Cantoria violacea",
|
268 |
+
"266": "Caraiba andreae",
|
269 |
+
"267": "Carphophis amoenus",
|
270 |
+
"268": "Carphophis vermis",
|
271 |
+
"269": "Causus defilippii",
|
272 |
+
"270": "Causus lichtensteinii",
|
273 |
+
"271": "Causus maculatus",
|
274 |
+
"272": "Causus resimus",
|
275 |
+
"273": "Causus rhombeatus",
|
276 |
+
"274": "Cemophora coccinea",
|
277 |
+
"275": "Cemophora lineri",
|
278 |
+
"276": "Cerastes cerastes",
|
279 |
+
"277": "Cerastes gasperettii",
|
280 |
+
"278": "Cerastes vipera",
|
281 |
+
"279": "Cerberus rynchops",
|
282 |
+
"280": "Cerberus schneiderii",
|
283 |
+
"281": "Cerrophidion godmani",
|
284 |
+
"282": "Cerrophidion sasai",
|
285 |
+
"283": "Cerrophidion tzotzilorum",
|
286 |
+
"284": "Cerrophidion wilsoni",
|
287 |
+
"285": "Charina bottae",
|
288 |
+
"286": "Charina umbratica",
|
289 |
+
"287": "Chersodromus liebmanni",
|
290 |
+
"288": "Chilabothrus angulifer",
|
291 |
+
"289": "Chilabothrus chrysogaster",
|
292 |
+
"290": "Chilabothrus gracilis",
|
293 |
+
"291": "Chilabothrus inornatus",
|
294 |
+
"292": "Chilabothrus striatus",
|
295 |
+
"293": "Chilabothrus strigilatus",
|
296 |
+
"294": "Chilomeniscus stramineus",
|
297 |
+
"295": "Chionactis annulata",
|
298 |
+
"296": "Chionactis occipitalis",
|
299 |
+
"297": "Chironius bicarinatus",
|
300 |
+
"298": "Chironius brazili",
|
301 |
+
"299": "Chironius carinatus",
|
302 |
+
"300": "Chironius exoletus",
|
303 |
+
"301": "Chironius flavolineatus",
|
304 |
+
"302": "Chironius flavopictus",
|
305 |
+
"303": "Chironius foveatus",
|
306 |
+
"304": "Chironius fuscus",
|
307 |
+
"305": "Chironius gouveai",
|
308 |
+
"306": "Chironius grandisquamis",
|
309 |
+
"307": "Chironius laevicollis",
|
310 |
+
"308": "Chironius laurenti",
|
311 |
+
"309": "Chironius maculoventris",
|
312 |
+
"310": "Chironius monticola",
|
313 |
+
"311": "Chironius multiventris",
|
314 |
+
"312": "Chironius quadricarinatus",
|
315 |
+
"313": "Chironius scurrulus",
|
316 |
+
"314": "Chironius septentrionalis",
|
317 |
+
"315": "Chironius spixii",
|
318 |
+
"316": "Chlorosoma viridissimum",
|
319 |
+
"317": "Chrysopelea ornata",
|
320 |
+
"318": "Chrysopelea paradisi",
|
321 |
+
"319": "Chrysopelea pelias",
|
322 |
+
"320": "Chrysopelea taprobanica",
|
323 |
+
"321": "Clelia clelia",
|
324 |
+
"322": "Clelia equatoriana",
|
325 |
+
"323": "Clelia scytalina",
|
326 |
+
"324": "Clonophis kirtlandii",
|
327 |
+
"325": "Coelognathus erythrurus",
|
328 |
+
"326": "Coelognathus flavolineatus",
|
329 |
+
"327": "Coelognathus helena",
|
330 |
+
"328": "Coelognathus radiatus",
|
331 |
+
"329": "Coelognathus subradiatus",
|
332 |
+
"330": "Coluber constrictor",
|
333 |
+
"331": "Compsophis laphystius",
|
334 |
+
"332": "Coniophanes alvarezi",
|
335 |
+
"333": "Coniophanes bipunctatus",
|
336 |
+
"334": "Coniophanes dromiciformis",
|
337 |
+
"335": "Coniophanes fissidens",
|
338 |
+
"336": "Coniophanes imperialis",
|
339 |
+
"337": "Coniophanes lateritius",
|
340 |
+
"338": "Coniophanes meridanus",
|
341 |
+
"339": "Coniophanes piceivittis",
|
342 |
+
"340": "Coniophanes quinquevittatus",
|
343 |
+
"341": "Coniophanes schmidti",
|
344 |
+
"342": "Conophis lineatus",
|
345 |
+
"343": "Conophis vittatus",
|
346 |
+
"344": "Conopsis biserialis",
|
347 |
+
"345": "Conopsis lineata",
|
348 |
+
"346": "Conopsis nasus",
|
349 |
+
"347": "Contia longicaudae",
|
350 |
+
"348": "Contia tenuis",
|
351 |
+
"349": "Corallus annulatus",
|
352 |
+
"350": "Corallus batesii",
|
353 |
+
"351": "Corallus blombergi",
|
354 |
+
"352": "Corallus caninus",
|
355 |
+
"353": "Corallus grenadensis",
|
356 |
+
"354": "Corallus hortulana",
|
357 |
+
"355": "Corallus ruschenbergerii",
|
358 |
+
"356": "Coronella austriaca",
|
359 |
+
"357": "Coronella girondica",
|
360 |
+
"358": "Craspedocephalus anamallensis",
|
361 |
+
"359": "Craspedocephalus borneensis",
|
362 |
+
"360": "Craspedocephalus gramineus",
|
363 |
+
"361": "Craspedocephalus macrolepis",
|
364 |
+
"362": "Craspedocephalus malabaricus",
|
365 |
+
"363": "Craspedocephalus puniceus",
|
366 |
+
"364": "Craspedocephalus travancoricus",
|
367 |
+
"365": "Craspedocephalus trigonocephalus",
|
368 |
+
"366": "Crotalus adamanteus",
|
369 |
+
"367": "Crotalus aquilus",
|
370 |
+
"368": "Crotalus armstrongi",
|
371 |
+
"369": "Crotalus atrox",
|
372 |
+
"370": "Crotalus basiliscus",
|
373 |
+
"371": "Crotalus campbelli",
|
374 |
+
"372": "Crotalus catalinensis",
|
375 |
+
"373": "Crotalus cerastes",
|
376 |
+
"374": "Crotalus cerberus",
|
377 |
+
"375": "Crotalus culminatus",
|
378 |
+
"376": "Crotalus durissus",
|
379 |
+
"377": "Crotalus ehecatl",
|
380 |
+
"378": "Crotalus enyo",
|
381 |
+
"379": "Crotalus horridus",
|
382 |
+
"380": "Crotalus intermedius",
|
383 |
+
"381": "Crotalus lepidus",
|
384 |
+
"382": "Crotalus mictlantecuhtli",
|
385 |
+
"383": "Crotalus mitchellii",
|
386 |
+
"384": "Crotalus molossus",
|
387 |
+
"385": "Crotalus morulus",
|
388 |
+
"386": "Crotalus oreganus",
|
389 |
+
"387": "Crotalus ornatus",
|
390 |
+
"388": "Crotalus polystictus",
|
391 |
+
"389": "Crotalus pricei",
|
392 |
+
"390": "Crotalus pusillus",
|
393 |
+
"391": "Crotalus pyrrhus",
|
394 |
+
"392": "Crotalus ravus",
|
395 |
+
"393": "Crotalus ruber",
|
396 |
+
"394": "Crotalus scutulatus",
|
397 |
+
"395": "Crotalus simus",
|
398 |
+
"396": "Crotalus stejnegeri",
|
399 |
+
"397": "Crotalus stephensi",
|
400 |
+
"398": "Crotalus tigris",
|
401 |
+
"399": "Crotalus tlaloci",
|
402 |
+
"400": "Crotalus tortugensis",
|
403 |
+
"401": "Crotalus totonacus",
|
404 |
+
"402": "Crotalus transversus",
|
405 |
+
"403": "Crotalus triseriatus",
|
406 |
+
"404": "Crotalus tzabcan",
|
407 |
+
"405": "Crotalus unicolor",
|
408 |
+
"406": "Crotalus viridis",
|
409 |
+
"407": "Crotalus willardi",
|
410 |
+
"408": "Crotaphopeltis hotamboeia",
|
411 |
+
"409": "Crotaphopeltis tornieri",
|
412 |
+
"410": "Cryophis hallbergi",
|
413 |
+
"411": "Cryptophis boschmai",
|
414 |
+
"412": "Cryptophis nigrescens",
|
415 |
+
"413": "Cryptophis nigrostriatus",
|
416 |
+
"414": "Cryptophis pallidiceps",
|
417 |
+
"415": "Cubophis cantherigerus",
|
418 |
+
"416": "Cubophis caymanus",
|
419 |
+
"417": "Cubophis vudii",
|
420 |
+
"418": "Cyclocorus lineatus",
|
421 |
+
"419": "Cylindrophis jodiae",
|
422 |
+
"420": "Cylindrophis maculatus",
|
423 |
+
"421": "Cylindrophis melanotus",
|
424 |
+
"422": "Cylindrophis ruffus",
|
425 |
+
"423": "Daboia mauritanica",
|
426 |
+
"424": "Daboia palaestinae",
|
427 |
+
"425": "Daboia russelii",
|
428 |
+
"426": "Daboia siamensis",
|
429 |
+
"427": "Dasypeltis atra",
|
430 |
+
"428": "Dasypeltis inornata",
|
431 |
+
"429": "Dasypeltis medici",
|
432 |
+
"430": "Dasypeltis scabra",
|
433 |
+
"431": "Deinagkistrodon acutus",
|
434 |
+
"432": "Demansia papuensis",
|
435 |
+
"433": "Demansia psammophis",
|
436 |
+
"434": "Demansia quaesitor",
|
437 |
+
"435": "Demansia reticulata",
|
438 |
+
"436": "Demansia torquata",
|
439 |
+
"437": "Demansia vestigiata",
|
440 |
+
"438": "Dendrelaphis ashoki",
|
441 |
+
"439": "Dendrelaphis bifrenalis",
|
442 |
+
"440": "Dendrelaphis calligaster",
|
443 |
+
"441": "Dendrelaphis caudolineatus",
|
444 |
+
"442": "Dendrelaphis caudolineolatus",
|
445 |
+
"443": "Dendrelaphis chairecacos",
|
446 |
+
"444": "Dendrelaphis cyanochloris",
|
447 |
+
"445": "Dendrelaphis formosus",
|
448 |
+
"446": "Dendrelaphis fuliginosus",
|
449 |
+
"447": "Dendrelaphis girii",
|
450 |
+
"448": "Dendrelaphis grandoculis",
|
451 |
+
"449": "Dendrelaphis haasi",
|
452 |
+
"450": "Dendrelaphis inornatus",
|
453 |
+
"451": "Dendrelaphis kopsteini",
|
454 |
+
"452": "Dendrelaphis marenae",
|
455 |
+
"453": "Dendrelaphis modestus",
|
456 |
+
"454": "Dendrelaphis ngansonensis",
|
457 |
+
"455": "Dendrelaphis nigroserratus",
|
458 |
+
"456": "Dendrelaphis philippinensis",
|
459 |
+
"457": "Dendrelaphis pictus",
|
460 |
+
"458": "Dendrelaphis punctulatus",
|
461 |
+
"459": "Dendrelaphis schokari",
|
462 |
+
"460": "Dendrelaphis striatus",
|
463 |
+
"461": "Dendrelaphis subocularis",
|
464 |
+
"462": "Dendrelaphis tristis",
|
465 |
+
"463": "Dendrelaphis underwoodi",
|
466 |
+
"464": "Dendrelaphis wickrorum",
|
467 |
+
"465": "Dendroaspis angusticeps",
|
468 |
+
"466": "Dendroaspis jamesoni",
|
469 |
+
"467": "Dendroaspis polylepis",
|
470 |
+
"468": "Dendroaspis viridis",
|
471 |
+
"469": "Dendrophidion apharocybe",
|
472 |
+
"470": "Dendrophidion bivittatus",
|
473 |
+
"471": "Dendrophidion brunneum",
|
474 |
+
"472": "Dendrophidion clarkii",
|
475 |
+
"473": "Dendrophidion dendrophis",
|
476 |
+
"474": "Dendrophidion graciliverpa",
|
477 |
+
"475": "Dendrophidion paucicarinatum",
|
478 |
+
"476": "Dendrophidion percarinatum",
|
479 |
+
"477": "Dendrophidion vinitor",
|
480 |
+
"478": "Denisonia devisi",
|
481 |
+
"479": "Diadophis punctatus",
|
482 |
+
"480": "Diaphorolepis wagneri",
|
483 |
+
"481": "Dibernardia affinis",
|
484 |
+
"482": "Dibernardia bilineata",
|
485 |
+
"483": "Dibernardia poecilopogon",
|
486 |
+
"484": "Dieurostus dussumieri",
|
487 |
+
"485": "Dipsadoboa aulica",
|
488 |
+
"486": "Dipsadoboa unicolor",
|
489 |
+
"487": "Dipsas andiana",
|
490 |
+
"488": "Dipsas articulata",
|
491 |
+
"489": "Dipsas bicolor",
|
492 |
+
"490": "Dipsas brevifacies",
|
493 |
+
"491": "Dipsas catesbyi",
|
494 |
+
"492": "Dipsas elegans",
|
495 |
+
"493": "Dipsas gaigeae",
|
496 |
+
"494": "Dipsas georgejetti",
|
497 |
+
"495": "Dipsas gracilis",
|
498 |
+
"496": "Dipsas indica",
|
499 |
+
"497": "Dipsas mikanii",
|
500 |
+
"498": "Dipsas neuwiedi",
|
501 |
+
"499": "Dipsas pavonina",
|
502 |
+
"500": "Dipsas sanctijoannis",
|
503 |
+
"501": "Dipsas temporalis",
|
504 |
+
"502": "Dipsas tenuissima",
|
505 |
+
"503": "Dipsas trinitatis",
|
506 |
+
"504": "Dipsas turgida",
|
507 |
+
"505": "Dipsas variegata",
|
508 |
+
"506": "Dipsas ventrimaculata",
|
509 |
+
"507": "Dipsas vermiculata",
|
510 |
+
"508": "Dipsina multimaculata",
|
511 |
+
"509": "Dispholidus typus",
|
512 |
+
"510": "Dolichophis caspius",
|
513 |
+
"511": "Dolichophis jugularis",
|
514 |
+
"512": "Dolichophis schmidti",
|
515 |
+
"513": "Drepanoides anomalus",
|
516 |
+
"514": "Dromicodryas bernieri",
|
517 |
+
"515": "Dromicodryas quadrilineatus",
|
518 |
+
"516": "Drymarchon corais",
|
519 |
+
"517": "Drymarchon couperi",
|
520 |
+
"518": "Drymarchon melanurus",
|
521 |
+
"519": "Drymobius chloroticus",
|
522 |
+
"520": "Drymobius margaritiferus",
|
523 |
+
"521": "Drymobius melanotropis",
|
524 |
+
"522": "Drymobius rhombifer",
|
525 |
+
"523": "Drymoluber dichrous",
|
526 |
+
"524": "Dryophiops philippina",
|
527 |
+
"525": "Dryophiops rubescens",
|
528 |
+
"526": "Dryophylax chaquensis",
|
529 |
+
"527": "Dryophylax gambotensis",
|
530 |
+
"528": "Dryophylax hypoconia",
|
531 |
+
"529": "Dryophylax phoenix",
|
532 |
+
"530": "Drysdalia coronoides",
|
533 |
+
"531": "Drysdalia rhodogaster",
|
534 |
+
"532": "Duberria lutrix",
|
535 |
+
"533": "Duberria rhodesiana",
|
536 |
+
"534": "Duberria variegata",
|
537 |
+
"535": "Echinanthera cephalostriata",
|
538 |
+
"536": "Echinanthera cyanopleura",
|
539 |
+
"537": "Echinanthera undulata",
|
540 |
+
"538": "Echiopsis curta",
|
541 |
+
"539": "Echis carinatus",
|
542 |
+
"540": "Echis coloratus",
|
543 |
+
"541": "Echis leucogaster",
|
544 |
+
"542": "Echis ocellatus",
|
545 |
+
"543": "Echis omanensis",
|
546 |
+
"544": "Echis pyramidum",
|
547 |
+
"545": "Eirenis collaris",
|
548 |
+
"546": "Eirenis decemlineatus",
|
549 |
+
"547": "Eirenis levantinus",
|
550 |
+
"548": "Eirenis lineomaculatus",
|
551 |
+
"549": "Eirenis modestus",
|
552 |
+
"550": "Eirenis punctatolineatus",
|
553 |
+
"551": "Eirenis rothii",
|
554 |
+
"552": "Elaphe anomala",
|
555 |
+
"553": "Elaphe cantoris",
|
556 |
+
"554": "Elaphe carinata",
|
557 |
+
"555": "Elaphe climacophora",
|
558 |
+
"556": "Elaphe davidi",
|
559 |
+
"557": "Elaphe dione",
|
560 |
+
"558": "Elaphe hodgsoni",
|
561 |
+
"559": "Elaphe quadrivirgata",
|
562 |
+
"560": "Elaphe quatuorlineata",
|
563 |
+
"561": "Elaphe sauromates",
|
564 |
+
"562": "Elaphe schrenckii",
|
565 |
+
"563": "Elaphe taeniura",
|
566 |
+
"564": "Elaphe urartica",
|
567 |
+
"565": "Elapognathus coronatus",
|
568 |
+
"566": "Elapognathus minor",
|
569 |
+
"567": "Elapoidis fusca",
|
570 |
+
"568": "Elapomorphus quinquelineatus",
|
571 |
+
"569": "Elapsoidea boulengeri",
|
572 |
+
"570": "Elapsoidea loveridgei",
|
573 |
+
"571": "Elapsoidea sundevallii",
|
574 |
+
"572": "Emydocephalus annulatus",
|
575 |
+
"573": "Emydocephalus ijimae",
|
576 |
+
"574": "Enhydris enhydris",
|
577 |
+
"575": "Enhydris subtaeniata",
|
578 |
+
"576": "Enuliophis sclateri",
|
579 |
+
"577": "Enulius flavitorques",
|
580 |
+
"578": "Epicrates alvarezi",
|
581 |
+
"579": "Epicrates assisi",
|
582 |
+
"580": "Epicrates cenchria",
|
583 |
+
"581": "Epicrates crassus",
|
584 |
+
"582": "Epicrates maurus",
|
585 |
+
"583": "Epictia albipuncta",
|
586 |
+
"584": "Epictia ater",
|
587 |
+
"585": "Epictia australis",
|
588 |
+
"586": "Epictia borapeliotes",
|
589 |
+
"587": "Epictia goudotii",
|
590 |
+
"588": "Epictia magnamaculata",
|
591 |
+
"589": "Epictia munoai",
|
592 |
+
"590": "Epictia phenops",
|
593 |
+
"591": "Epictia resetari",
|
594 |
+
"592": "Epictia tenella",
|
595 |
+
"593": "Epictia vindumi",
|
596 |
+
"594": "Erpeton tentaculatum",
|
597 |
+
"595": "Erythrolamprus aesculapii",
|
598 |
+
"596": "Erythrolamprus almadensis",
|
599 |
+
"597": "Erythrolamprus bizona",
|
600 |
+
"598": "Erythrolamprus breviceps",
|
601 |
+
"599": "Erythrolamprus ceii",
|
602 |
+
"600": "Erythrolamprus cobella",
|
603 |
+
"601": "Erythrolamprus dorsocorallinus",
|
604 |
+
"602": "Erythrolamprus epinephalus",
|
605 |
+
"603": "Erythrolamprus jaegeri",
|
606 |
+
"604": "Erythrolamprus macrosomus",
|
607 |
+
"605": "Erythrolamprus melanotus",
|
608 |
+
"606": "Erythrolamprus miliaris",
|
609 |
+
"607": "Erythrolamprus mimus",
|
610 |
+
"608": "Erythrolamprus oligolepis",
|
611 |
+
"609": "Erythrolamprus poecilogyrus",
|
612 |
+
"610": "Erythrolamprus pseudocorallus",
|
613 |
+
"611": "Erythrolamprus pseudoreginae",
|
614 |
+
"612": "Erythrolamprus pygmaeus",
|
615 |
+
"613": "Erythrolamprus reginae",
|
616 |
+
"614": "Erythrolamprus sagittifer",
|
617 |
+
"615": "Erythrolamprus semiaureus",
|
618 |
+
"616": "Erythrolamprus taeniogaster",
|
619 |
+
"617": "Erythrolamprus typhlus",
|
620 |
+
"618": "Erythrolamprus viridis",
|
621 |
+
"619": "Erythrolamprus zweifeli",
|
622 |
+
"620": "Eryx colubrinus",
|
623 |
+
"621": "Eryx conicus",
|
624 |
+
"622": "Eryx jaculus",
|
625 |
+
"623": "Eryx jayakari",
|
626 |
+
"624": "Eryx johnii",
|
627 |
+
"625": "Eryx miliaris",
|
628 |
+
"626": "Eryx muelleri",
|
629 |
+
"627": "Eryx whitakeri",
|
630 |
+
"628": "Eunectes beniensis",
|
631 |
+
"629": "Eunectes murinus",
|
632 |
+
"630": "Eunectes notaeus",
|
633 |
+
"631": "Euprepiophis conspicillata",
|
634 |
+
"632": "Euprepiophis mandarinus",
|
635 |
+
"633": "Farancia abacura",
|
636 |
+
"634": "Farancia erytrogramma",
|
637 |
+
"635": "Ficimia olivacea",
|
638 |
+
"636": "Ficimia publia",
|
639 |
+
"637": "Ficimia streckeri",
|
640 |
+
"638": "Fordonia leucobalia",
|
641 |
+
"639": "Fowlea asperrima",
|
642 |
+
"640": "Fowlea flavipunctata",
|
643 |
+
"641": "Fowlea flavipunctatus",
|
644 |
+
"642": "Fowlea melanzosta",
|
645 |
+
"643": "Fowlea melanzostus",
|
646 |
+
"644": "Fowlea piscator",
|
647 |
+
"645": "Furina diadema",
|
648 |
+
"646": "Furina ornata",
|
649 |
+
"647": "Furina tristis",
|
650 |
+
"648": "Galvarinus chilensis",
|
651 |
+
"649": "Garthius chaseni",
|
652 |
+
"650": "Geagras redimitus",
|
653 |
+
"651": "Geophis annuliferus",
|
654 |
+
"652": "Geophis bicolor",
|
655 |
+
"653": "Geophis brachycephalus",
|
656 |
+
"654": "Geophis dubius",
|
657 |
+
"655": "Geophis dugesii",
|
658 |
+
"656": "Geophis hoffmanni",
|
659 |
+
"657": "Geophis latifrontalis",
|
660 |
+
"658": "Geophis mutitorques",
|
661 |
+
"659": "Geophis nephodrymus",
|
662 |
+
"660": "Geophis rhodogaster",
|
663 |
+
"661": "Geophis sanniolus",
|
664 |
+
"662": "Geophis sartorii",
|
665 |
+
"663": "Geophis semidoliatus",
|
666 |
+
"664": "Geophis talamancae",
|
667 |
+
"665": "Gerarda prevostiana",
|
668 |
+
"666": "Gloydius blomhoffii",
|
669 |
+
"667": "Gloydius brevicauda",
|
670 |
+
"668": "Gloydius halys",
|
671 |
+
"669": "Gloydius himalayanus",
|
672 |
+
"670": "Gloydius intermedius",
|
673 |
+
"671": "Gloydius tsushimaensis",
|
674 |
+
"672": "Gloydius ussuriensis",
|
675 |
+
"673": "Gongylosoma baliodeira",
|
676 |
+
"674": "Gonyosoma boulengeri",
|
677 |
+
"675": "Gonyosoma coeruleum",
|
678 |
+
"676": "Gonyosoma frenatum",
|
679 |
+
"677": "Gonyosoma jansenii",
|
680 |
+
"678": "Gonyosoma oxycephalum",
|
681 |
+
"679": "Gracililima nyassae",
|
682 |
+
"680": "Grayia ornata",
|
683 |
+
"681": "Grayia smithii",
|
684 |
+
"682": "Grypotyphlops acutus",
|
685 |
+
"683": "Gyalopion canum",
|
686 |
+
"684": "Gyalopion quadrangulare",
|
687 |
+
"685": "Haldea striatula",
|
688 |
+
"686": "Hapsidophrys smaragdinus",
|
689 |
+
"687": "Hebius beddomei",
|
690 |
+
"688": "Hebius boulengeri",
|
691 |
+
"689": "Hebius craspedogaster",
|
692 |
+
"690": "Hebius flavifrons",
|
693 |
+
"691": "Hebius khasiensis",
|
694 |
+
"692": "Hebius miyajimae",
|
695 |
+
"693": "Hebius monticola",
|
696 |
+
"694": "Hebius octolineatus",
|
697 |
+
"695": "Hebius popei",
|
698 |
+
"696": "Hebius pryeri",
|
699 |
+
"697": "Hebius sarawacensis",
|
700 |
+
"698": "Hebius sauteri",
|
701 |
+
"699": "Hebius vibakari",
|
702 |
+
"700": "Helicops angulatus",
|
703 |
+
"701": "Helicops carinicaudus",
|
704 |
+
"702": "Helicops danieli",
|
705 |
+
"703": "Helicops infrataeniatus",
|
706 |
+
"704": "Helicops leopardinus",
|
707 |
+
"705": "Helicops modestus",
|
708 |
+
"706": "Helicops pastazae",
|
709 |
+
"707": "Helicops polylepis",
|
710 |
+
"708": "Hemachatus haemachatus",
|
711 |
+
"709": "Hemiaspis damelii",
|
712 |
+
"710": "Hemiaspis signata",
|
713 |
+
"711": "Hemibungarus calligaster",
|
714 |
+
"712": "Hemirhagerrhis hildebrandtii",
|
715 |
+
"713": "Hemirhagerrhis nototaenia",
|
716 |
+
"714": "Hemorrhois algirus",
|
717 |
+
"715": "Hemorrhois hippocrepis",
|
718 |
+
"716": "Hemorrhois nummifer",
|
719 |
+
"717": "Hemorrhois ravergieri",
|
720 |
+
"718": "Herpetoreas platyceps",
|
721 |
+
"719": "Heterodon kennerlyi",
|
722 |
+
"720": "Heterodon nasicus",
|
723 |
+
"721": "Heterodon platirhinos",
|
724 |
+
"722": "Heterodon simus",
|
725 |
+
"723": "Hierophis gemonensis",
|
726 |
+
"724": "Hierophis viridiflavus",
|
727 |
+
"725": "Homalopsis buccata",
|
728 |
+
"726": "Homalopsis mereljcoxi",
|
729 |
+
"727": "Homoroselaps lacteus",
|
730 |
+
"728": "Hoplocephalus bitorquatus",
|
731 |
+
"729": "Hoplocephalus bungaroides",
|
732 |
+
"730": "Hoplocephalus stephensii",
|
733 |
+
"731": "Hormonotus modestus",
|
734 |
+
"732": "Hydrelaps darwiniensis",
|
735 |
+
"733": "Hydrodynastes bicinctus",
|
736 |
+
"734": "Hydrodynastes gigas",
|
737 |
+
"735": "Hydromorphus concolor",
|
738 |
+
"736": "Hydrophis coggeri",
|
739 |
+
"737": "Hydrophis curtus",
|
740 |
+
"738": "Hydrophis cyanocinctus",
|
741 |
+
"739": "Hydrophis elegans",
|
742 |
+
"740": "Hydrophis lapemoides",
|
743 |
+
"741": "Hydrophis macdowelli",
|
744 |
+
"742": "Hydrophis major",
|
745 |
+
"743": "Hydrophis ornatus",
|
746 |
+
"744": "Hydrophis peronii",
|
747 |
+
"745": "Hydrophis platurus",
|
748 |
+
"746": "Hydrophis schistosus",
|
749 |
+
"747": "Hydrophis spiralis",
|
750 |
+
"748": "Hydrophis stokesii",
|
751 |
+
"749": "Hydrops martii",
|
752 |
+
"750": "Hydrops triangularis",
|
753 |
+
"751": "Hypnale hypnale",
|
754 |
+
"752": "Hypnale nepa",
|
755 |
+
"753": "Hypnale zara",
|
756 |
+
"754": "Hypsiglena affinis",
|
757 |
+
"755": "Hypsiglena chlorophaea",
|
758 |
+
"756": "Hypsiglena jani",
|
759 |
+
"757": "Hypsiglena ochrorhynchus",
|
760 |
+
"758": "Hypsiglena slevini",
|
761 |
+
"759": "Hypsiglena tanzeri",
|
762 |
+
"760": "Hypsiglena torquata",
|
763 |
+
"761": "Hypsirhynchus callilaemus",
|
764 |
+
"762": "Hypsirhynchus ferox",
|
765 |
+
"763": "Hypsirhynchus parvifrons",
|
766 |
+
"764": "Hypsiscopus plumbea",
|
767 |
+
"765": "Imantodes cenchoa",
|
768 |
+
"766": "Imantodes gemmistratus",
|
769 |
+
"767": "Imantodes inornatus",
|
770 |
+
"768": "Imantodes lentiferus",
|
771 |
+
"769": "Imantodes tenuissimus",
|
772 |
+
"770": "Indotyphlops albiceps",
|
773 |
+
"771": "Indotyphlops braminus",
|
774 |
+
"772": "Indotyphlops porrectus",
|
775 |
+
"773": "Inyoka swazicus",
|
776 |
+
"774": "Ithycyphus miniatus",
|
777 |
+
"775": "Ithycyphus perineti",
|
778 |
+
"776": "Lachesis acrochorda",
|
779 |
+
"777": "Lachesis melanocephala",
|
780 |
+
"778": "Lachesis muta",
|
781 |
+
"779": "Lachesis stenophrys",
|
782 |
+
"780": "Lampropeltis abnorma",
|
783 |
+
"781": "Lampropeltis alterna",
|
784 |
+
"782": "Lampropeltis annulata",
|
785 |
+
"783": "Lampropeltis californiae",
|
786 |
+
"784": "Lampropeltis calligaster",
|
787 |
+
"785": "Lampropeltis elapsoides",
|
788 |
+
"786": "Lampropeltis extenuata",
|
789 |
+
"787": "Lampropeltis gentilis",
|
790 |
+
"788": "Lampropeltis getula",
|
791 |
+
"789": "Lampropeltis greeri",
|
792 |
+
"790": "Lampropeltis holbrooki",
|
793 |
+
"791": "Lampropeltis knoblochi",
|
794 |
+
"792": "Lampropeltis leonis",
|
795 |
+
"793": "Lampropeltis mexicana",
|
796 |
+
"794": "Lampropeltis micropholis",
|
797 |
+
"795": "Lampropeltis multifasciata",
|
798 |
+
"796": "Lampropeltis nigra",
|
799 |
+
"797": "Lampropeltis polyzona",
|
800 |
+
"798": "Lampropeltis pyromelana",
|
801 |
+
"799": "Lampropeltis rhombomaculata",
|
802 |
+
"800": "Lampropeltis ruthveni",
|
803 |
+
"801": "Lampropeltis splendida",
|
804 |
+
"802": "Lampropeltis triangulum",
|
805 |
+
"803": "Lampropeltis zonata",
|
806 |
+
"804": "Lamprophis aurora",
|
807 |
+
"805": "Lamprophis fuscus",
|
808 |
+
"806": "Lamprophis guttatus",
|
809 |
+
"807": "Langaha madagascariensis",
|
810 |
+
"808": "Laticauda colubrina",
|
811 |
+
"809": "Laticauda frontalis",
|
812 |
+
"810": "Laticauda saintgironsi",
|
813 |
+
"811": "Laticauda semifasciata",
|
814 |
+
"812": "Leioheterodon geayi",
|
815 |
+
"813": "Leioheterodon madagascariensis",
|
816 |
+
"814": "Leioheterodon modestus",
|
817 |
+
"815": "Leiopython albertisii",
|
818 |
+
"816": "Leptodeira annulata",
|
819 |
+
"817": "Leptodeira ashmeadii",
|
820 |
+
"818": "Leptodeira bakeri",
|
821 |
+
"819": "Leptodeira frenata",
|
822 |
+
"820": "Leptodeira maculata",
|
823 |
+
"821": "Leptodeira nigrofasciata",
|
824 |
+
"822": "Leptodeira ornata",
|
825 |
+
"823": "Leptodeira polysticta",
|
826 |
+
"824": "Leptodeira punctata",
|
827 |
+
"825": "Leptodeira rhombifera",
|
828 |
+
"826": "Leptodeira rubricata",
|
829 |
+
"827": "Leptodeira septentrionalis",
|
830 |
+
"828": "Leptodeira splendida",
|
831 |
+
"829": "Leptodeira tarairiu",
|
832 |
+
"830": "Leptodeira uribei",
|
833 |
+
"831": "Leptodrymus pulcherrimus",
|
834 |
+
"832": "Leptophis ahaetulla",
|
835 |
+
"833": "Leptophis coeruleodorsus",
|
836 |
+
"834": "Leptophis cupreus",
|
837 |
+
"835": "Leptophis depressirostris",
|
838 |
+
"836": "Leptophis diplotropis",
|
839 |
+
"837": "Leptophis mexicanus",
|
840 |
+
"838": "Leptophis modestus",
|
841 |
+
"839": "Leptophis nebulosus",
|
842 |
+
"840": "Leptotyphlops incognitus",
|
843 |
+
"841": "Leptotyphlops nigricans",
|
844 |
+
"842": "Leptotyphlops scutifrons",
|
845 |
+
"843": "Liasis fuscus",
|
846 |
+
"844": "Liasis mackloti",
|
847 |
+
"845": "Liasis olivaceus",
|
848 |
+
"846": "Lichanura orcutti",
|
849 |
+
"847": "Lichanura trivirgata",
|
850 |
+
"848": "Limaformosa capensis",
|
851 |
+
"849": "Limnophis bangweolicus",
|
852 |
+
"850": "Liodytes alleni",
|
853 |
+
"851": "Liodytes pygaea",
|
854 |
+
"852": "Liodytes rigida",
|
855 |
+
"853": "Liopeltis calamaria",
|
856 |
+
"854": "Liopeltis tricolor",
|
857 |
+
"855": "Liophidium torquatum",
|
858 |
+
"856": "Liopholidophis dolicocercus",
|
859 |
+
"857": "Liopholidophis rhadinaea",
|
860 |
+
"858": "Liotyphlops albirostris",
|
861 |
+
"859": "Liotyphlops beui",
|
862 |
+
"860": "Liotyphlops bondensis",
|
863 |
+
"861": "Liotyphlops ternetzii",
|
864 |
+
"862": "Loxocemus bicolor",
|
865 |
+
"863": "Lycodon albofuscus",
|
866 |
+
"864": "Lycodon anamallensis",
|
867 |
+
"865": "Lycodon aulicus",
|
868 |
+
"866": "Lycodon butleri",
|
869 |
+
"867": "Lycodon capucinus",
|
870 |
+
"868": "Lycodon carinatus",
|
871 |
+
"869": "Lycodon davisonii",
|
872 |
+
"870": "Lycodon effraenis",
|
873 |
+
"871": "Lycodon fasciatus",
|
874 |
+
"872": "Lycodon flavozonatus",
|
875 |
+
"873": "Lycodon futsingensis",
|
876 |
+
"874": "Lycodon jara",
|
877 |
+
"875": "Lycodon laoensis",
|
878 |
+
"876": "Lycodon meridionalis",
|
879 |
+
"877": "Lycodon nympha",
|
880 |
+
"878": "Lycodon orientalis",
|
881 |
+
"879": "Lycodon rufozonatus",
|
882 |
+
"880": "Lycodon ruhstrati",
|
883 |
+
"881": "Lycodon semicarinatus",
|
884 |
+
"882": "Lycodon septentrionalis",
|
885 |
+
"883": "Lycodon striatus",
|
886 |
+
"884": "Lycodon subannulatus",
|
887 |
+
"885": "Lycodon subcinctus",
|
888 |
+
"886": "Lycodon travancoricus",
|
889 |
+
"887": "Lycodon tristrigatus",
|
890 |
+
"888": "Lycodonomorphus inornatus",
|
891 |
+
"889": "Lycodonomorphus laevissimus",
|
892 |
+
"890": "Lycodonomorphus rufulus",
|
893 |
+
"891": "Lycodryas pseudogranuliceps",
|
894 |
+
"892": "Lycognathophis seychellensis",
|
895 |
+
"893": "Lycophidion capense",
|
896 |
+
"894": "Lycophidion variegatum",
|
897 |
+
"895": "Lygophis anomalus",
|
898 |
+
"896": "Lygophis dilepis",
|
899 |
+
"897": "Lygophis elegantissimus",
|
900 |
+
"898": "Lygophis lineatus",
|
901 |
+
"899": "Lytorhynchus diadema",
|
902 |
+
"900": "Lytorhynchus ridgewayi",
|
903 |
+
"901": "Macrelaps microlepidotus",
|
904 |
+
"902": "Macrocalamus chanardi",
|
905 |
+
"903": "Macroprotodon brevis",
|
906 |
+
"904": "Macroprotodon cucullatus",
|
907 |
+
"905": "Macroprotodon mauritanicus",
|
908 |
+
"906": "Macrovipera lebetinus",
|
909 |
+
"907": "Macrovipera schweizeri",
|
910 |
+
"908": "Madagascarophis colubrinus",
|
911 |
+
"909": "Madagascarophis ocellatus",
|
912 |
+
"910": "Magliophis exiguus",
|
913 |
+
"911": "Malayopython reticulatus",
|
914 |
+
"912": "Malpolon insignitus",
|
915 |
+
"913": "Malpolon moilensis",
|
916 |
+
"914": "Malpolon monspessulanus",
|
917 |
+
"915": "Manolepis putnami",
|
918 |
+
"916": "Masticophis anthonyi",
|
919 |
+
"917": "Masticophis aurigulus",
|
920 |
+
"918": "Masticophis bilineatus",
|
921 |
+
"919": "Masticophis flagellum",
|
922 |
+
"920": "Masticophis fuliginosus",
|
923 |
+
"921": "Masticophis lateralis",
|
924 |
+
"922": "Masticophis mentovarius",
|
925 |
+
"923": "Masticophis schotti",
|
926 |
+
"924": "Masticophis taeniatus",
|
927 |
+
"925": "Mastigodryas alternatus",
|
928 |
+
"926": "Mastigodryas boddaerti",
|
929 |
+
"927": "Mastigodryas cliftoni",
|
930 |
+
"928": "Mastigodryas danieli",
|
931 |
+
"929": "Mastigodryas dorsalis",
|
932 |
+
"930": "Mastigodryas heathii",
|
933 |
+
"931": "Mastigodryas melanolomus",
|
934 |
+
"932": "Mastigodryas pleii",
|
935 |
+
"933": "Mastigodryas pulchriceps",
|
936 |
+
"934": "Mastigodryas reticulatus",
|
937 |
+
"935": "Meizodon semiornatus",
|
938 |
+
"936": "Melanophidium khairei",
|
939 |
+
"937": "Melanophidium wynaudense",
|
940 |
+
"938": "Mesotes strigatus",
|
941 |
+
"939": "Metlapilcoatlus indomitus",
|
942 |
+
"940": "Metlapilcoatlus mexicanus",
|
943 |
+
"941": "Metlapilcoatlus nummifer",
|
944 |
+
"942": "Metlapilcoatlus occiduus",
|
945 |
+
"943": "Metlapilcoatlus olmec",
|
946 |
+
"944": "Micrelaps muelleri",
|
947 |
+
"945": "Micropechis ikaheca",
|
948 |
+
"946": "Micruroides euryxanthus",
|
949 |
+
"947": "Micrurus alleni",
|
950 |
+
"948": "Micrurus altirostris",
|
951 |
+
"949": "Micrurus ancoralis",
|
952 |
+
"950": "Micrurus annellatus",
|
953 |
+
"951": "Micrurus bocourti",
|
954 |
+
"952": "Micrurus browni",
|
955 |
+
"953": "Micrurus camilae",
|
956 |
+
"954": "Micrurus circinalis",
|
957 |
+
"955": "Micrurus clarki",
|
958 |
+
"956": "Micrurus corallinus",
|
959 |
+
"957": "Micrurus decoratus",
|
960 |
+
"958": "Micrurus diastema",
|
961 |
+
"959": "Micrurus dissoleucus",
|
962 |
+
"960": "Micrurus distans",
|
963 |
+
"961": "Micrurus diutius",
|
964 |
+
"962": "Micrurus dumerilii",
|
965 |
+
"963": "Micrurus elegans",
|
966 |
+
"964": "Micrurus ephippifer",
|
967 |
+
"965": "Micrurus frontalis",
|
968 |
+
"966": "Micrurus fulvius",
|
969 |
+
"967": "Micrurus hemprichii",
|
970 |
+
"968": "Micrurus hippocrepis",
|
971 |
+
"969": "Micrurus ibiboboca",
|
972 |
+
"970": "Micrurus langsdorffi",
|
973 |
+
"971": "Micrurus laticollaris",
|
974 |
+
"972": "Micrurus lemniscatus",
|
975 |
+
"973": "Micrurus medemi",
|
976 |
+
"974": "Micrurus mipartitus",
|
977 |
+
"975": "Micrurus mosquitensis",
|
978 |
+
"976": "Micrurus multifasciatus",
|
979 |
+
"977": "Micrurus narduccii",
|
980 |
+
"978": "Micrurus nigrocinctus",
|
981 |
+
"979": "Micrurus obscurus",
|
982 |
+
"980": "Micrurus ornatissimus",
|
983 |
+
"981": "Micrurus proximans",
|
984 |
+
"982": "Micrurus pyrrhocryptus",
|
985 |
+
"983": "Micrurus ruatanus",
|
986 |
+
"984": "Micrurus sangilensis",
|
987 |
+
"985": "Micrurus steindachneri",
|
988 |
+
"986": "Micrurus surinamensis",
|
989 |
+
"987": "Micrurus tener",
|
990 |
+
"988": "Micrurus tschudii",
|
991 |
+
"989": "Mimophis mahfalensis",
|
992 |
+
"990": "Mimophis occultus",
|
993 |
+
"991": "Miralia alternans",
|
994 |
+
"992": "Mixcoatlus browni",
|
995 |
+
"993": "Mixcoatlus melanurus",
|
996 |
+
"994": "Montatheris hindii",
|
997 |
+
"995": "Montivipera bornmuelleri",
|
998 |
+
"996": "Montivipera raddei",
|
999 |
+
"997": "Montivipera xanthina",
|
1000 |
+
"998": "Morelia azurea",
|
1001 |
+
"999": "Morelia bredli",
|
1002 |
+
"1000": "Morelia imbricata",
|
1003 |
+
"1001": "Morelia spilota",
|
1004 |
+
"1002": "Morelia viridis",
|
1005 |
+
"1003": "Myriopholis longicauda",
|
1006 |
+
"1004": "Myriopholis macrorhyncha",
|
1007 |
+
"1005": "Myrrophis chinensis",
|
1008 |
+
"1006": "Naja anchietae",
|
1009 |
+
"1007": "Naja annulata",
|
1010 |
+
"1008": "Naja annulifera",
|
1011 |
+
"1009": "Naja ashei",
|
1012 |
+
"1010": "Naja atra",
|
1013 |
+
"1011": "Naja fuxi",
|
1014 |
+
"1012": "Naja haje",
|
1015 |
+
"1013": "Naja kaouthia",
|
1016 |
+
"1014": "Naja melanoleuca",
|
1017 |
+
"1015": "Naja mossambica",
|
1018 |
+
"1016": "Naja naja",
|
1019 |
+
"1017": "Naja nigricincta",
|
1020 |
+
"1018": "Naja nigricollis",
|
1021 |
+
"1019": "Naja nivea",
|
1022 |
+
"1020": "Naja oxiana",
|
1023 |
+
"1021": "Naja pallida",
|
1024 |
+
"1022": "Naja peroescobari",
|
1025 |
+
"1023": "Naja philippinensis",
|
1026 |
+
"1024": "Naja samarensis",
|
1027 |
+
"1025": "Naja savannula",
|
1028 |
+
"1026": "Naja siamensis",
|
1029 |
+
"1027": "Naja sputatrix",
|
1030 |
+
"1028": "Naja subfulva",
|
1031 |
+
"1029": "Naja sumatrana",
|
1032 |
+
"1030": "Namibiana occidentalis",
|
1033 |
+
"1031": "Natriciteres olivacea",
|
1034 |
+
"1032": "Natrix astreptophora",
|
1035 |
+
"1033": "Natrix helvetica",
|
1036 |
+
"1034": "Natrix maura",
|
1037 |
+
"1035": "Natrix natrix",
|
1038 |
+
"1036": "Natrix tessellata",
|
1039 |
+
"1037": "Neelaps bimaculatus",
|
1040 |
+
"1038": "Nerodia clarkii",
|
1041 |
+
"1039": "Nerodia cyclopion",
|
1042 |
+
"1040": "Nerodia erythrogaster",
|
1043 |
+
"1041": "Nerodia fasciata",
|
1044 |
+
"1042": "Nerodia floridana",
|
1045 |
+
"1043": "Nerodia harteri",
|
1046 |
+
"1044": "Nerodia paucimaculata",
|
1047 |
+
"1045": "Nerodia rhombifer",
|
1048 |
+
"1046": "Nerodia sipedon",
|
1049 |
+
"1047": "Nerodia taxispilota",
|
1050 |
+
"1048": "Ninia atrata",
|
1051 |
+
"1049": "Ninia diademata",
|
1052 |
+
"1050": "Ninia espinali",
|
1053 |
+
"1051": "Ninia hudsoni",
|
1054 |
+
"1052": "Ninia maculata",
|
1055 |
+
"1053": "Ninia psephota",
|
1056 |
+
"1054": "Ninia sebae",
|
1057 |
+
"1055": "Ninia teresitae",
|
1058 |
+
"1056": "Notechis scutatus",
|
1059 |
+
"1057": "Nothopsis rugosus",
|
1060 |
+
"1058": "Oligodon affinis",
|
1061 |
+
"1059": "Oligodon albocinctus",
|
1062 |
+
"1060": "Oligodon ancorus",
|
1063 |
+
"1061": "Oligodon arnensis",
|
1064 |
+
"1062": "Oligodon barroni",
|
1065 |
+
"1063": "Oligodon bitorquatus",
|
1066 |
+
"1064": "Oligodon chinensis",
|
1067 |
+
"1065": "Oligodon cinereus",
|
1068 |
+
"1066": "Oligodon cyclurus",
|
1069 |
+
"1067": "Oligodon deuvei",
|
1070 |
+
"1068": "Oligodon everetti",
|
1071 |
+
"1069": "Oligodon fasciolatus",
|
1072 |
+
"1070": "Oligodon formosanus",
|
1073 |
+
"1071": "Oligodon mouhoti",
|
1074 |
+
"1072": "Oligodon octolineatus",
|
1075 |
+
"1073": "Oligodon ornatus",
|
1076 |
+
"1074": "Oligodon pseudotaeniatus",
|
1077 |
+
"1075": "Oligodon purpurascens",
|
1078 |
+
"1076": "Oligodon russelius",
|
1079 |
+
"1077": "Oligodon signatus",
|
1080 |
+
"1078": "Oligodon sublineatus",
|
1081 |
+
"1079": "Oligodon taeniatus",
|
1082 |
+
"1080": "Oligodon taeniolatus",
|
1083 |
+
"1081": "Oligodon theobaldi",
|
1084 |
+
"1082": "Oligodon tillacki",
|
1085 |
+
"1083": "Oocatochus rufodorsatus",
|
1086 |
+
"1084": "Opheodrys aestivus",
|
1087 |
+
"1085": "Opheodrys vernalis",
|
1088 |
+
"1086": "Ophiophagus hannah",
|
1089 |
+
"1087": "Ophryacus smaragdinus",
|
1090 |
+
"1088": "Ophryacus undulatus",
|
1091 |
+
"1089": "Opisthotropis andersonii",
|
1092 |
+
"1090": "Opisthotropis cheni",
|
1093 |
+
"1091": "Opisthotropis kuatunensis",
|
1094 |
+
"1092": "Opisthotropis lateralis",
|
1095 |
+
"1093": "Opisthotropis latouchii",
|
1096 |
+
"1094": "Oreocryptophis porphyraceus",
|
1097 |
+
"1095": "Orientocoluber spinalis",
|
1098 |
+
"1096": "Ovophis makazayazaya",
|
1099 |
+
"1097": "Ovophis monticola",
|
1100 |
+
"1098": "Ovophis okinavensis",
|
1101 |
+
"1099": "Ovophis tonkinensis",
|
1102 |
+
"1100": "Oxybelis aeneus",
|
1103 |
+
"1101": "Oxybelis brevirostris",
|
1104 |
+
"1102": "Oxybelis fulgidus",
|
1105 |
+
"1103": "Oxybelis koehleri",
|
1106 |
+
"1104": "Oxybelis microphthalmus",
|
1107 |
+
"1105": "Oxybelis potosiensis",
|
1108 |
+
"1106": "Oxybelis rutherfordi",
|
1109 |
+
"1107": "Oxybelis transandinus",
|
1110 |
+
"1108": "Oxybelis vittatus",
|
1111 |
+
"1109": "Oxybelis wilsoni",
|
1112 |
+
"1110": "Oxyrhabdium leporinum",
|
1113 |
+
"1111": "Oxyrhabdium modestum",
|
1114 |
+
"1112": "Oxyrhopus clathratus",
|
1115 |
+
"1113": "Oxyrhopus erdisii",
|
1116 |
+
"1114": "Oxyrhopus formosus",
|
1117 |
+
"1115": "Oxyrhopus guibei",
|
1118 |
+
"1116": "Oxyrhopus leucomelas",
|
1119 |
+
"1117": "Oxyrhopus melanogenys",
|
1120 |
+
"1118": "Oxyrhopus occipitalis",
|
1121 |
+
"1119": "Oxyrhopus petolarius",
|
1122 |
+
"1120": "Oxyrhopus rhombifer",
|
1123 |
+
"1121": "Oxyrhopus trigeminus",
|
1124 |
+
"1122": "Oxyrhopus vanidicus",
|
1125 |
+
"1123": "Oxyuranus microlepidotus",
|
1126 |
+
"1124": "Oxyuranus scutellatus",
|
1127 |
+
"1125": "Palusophis bifossatus",
|
1128 |
+
"1126": "Pantherophis alleghaniensis",
|
1129 |
+
"1127": "Pantherophis bairdi",
|
1130 |
+
"1128": "Pantherophis emoryi",
|
1131 |
+
"1129": "Pantherophis guttatus",
|
1132 |
+
"1130": "Pantherophis obsoletus",
|
1133 |
+
"1131": "Pantherophis ramspotti",
|
1134 |
+
"1132": "Pantherophis slowinskii",
|
1135 |
+
"1133": "Pantherophis spiloides",
|
1136 |
+
"1134": "Pantherophis vulpinus",
|
1137 |
+
"1135": "Paraphimophis rusticus",
|
1138 |
+
"1136": "Pareas atayal",
|
1139 |
+
"1137": "Pareas berdmorei",
|
1140 |
+
"1138": "Pareas boulengeri",
|
1141 |
+
"1139": "Pareas carinatus",
|
1142 |
+
"1140": "Pareas chinensis",
|
1143 |
+
"1141": "Pareas formosensis",
|
1144 |
+
"1142": "Pareas geminatus",
|
1145 |
+
"1143": "Pareas hamptoni",
|
1146 |
+
"1144": "Pareas komaii",
|
1147 |
+
"1145": "Pareas macularius",
|
1148 |
+
"1146": "Pareas margaritophorus",
|
1149 |
+
"1147": "Pareas monticola",
|
1150 |
+
"1148": "Pareas niger",
|
1151 |
+
"1149": "Pareas stanleyi",
|
1152 |
+
"1150": "Phalotris cuyanus",
|
1153 |
+
"1151": "Phalotris lemniscatus",
|
1154 |
+
"1152": "Phalotris nasutus",
|
1155 |
+
"1153": "Philodryas aestiva",
|
1156 |
+
"1154": "Philodryas agassizii",
|
1157 |
+
"1155": "Philodryas baroni",
|
1158 |
+
"1156": "Philodryas chamissonis",
|
1159 |
+
"1157": "Philodryas nattereri",
|
1160 |
+
"1158": "Philodryas olfersii",
|
1161 |
+
"1159": "Philodryas patagoniensis",
|
1162 |
+
"1160": "Philodryas psammophidea",
|
1163 |
+
"1161": "Philodryas trilineata",
|
1164 |
+
"1162": "Philodryas varia",
|
1165 |
+
"1163": "Philothamnus angolensis",
|
1166 |
+
"1164": "Philothamnus battersbyi",
|
1167 |
+
"1165": "Philothamnus dorsalis",
|
1168 |
+
"1166": "Philothamnus hoplogaster",
|
1169 |
+
"1167": "Philothamnus irregularis",
|
1170 |
+
"1168": "Philothamnus natalensis",
|
1171 |
+
"1169": "Philothamnus occidentalis",
|
1172 |
+
"1170": "Philothamnus punctatus",
|
1173 |
+
"1171": "Philothamnus semivariegatus",
|
1174 |
+
"1172": "Philothamnus thomensis",
|
1175 |
+
"1173": "Phimophis guerini",
|
1176 |
+
"1174": "Phimophis guianensis",
|
1177 |
+
"1175": "Phrynonax poecilonotus",
|
1178 |
+
"1176": "Phrynonax polylepis",
|
1179 |
+
"1177": "Phrynonax shropshirei",
|
1180 |
+
"1178": "Phyllorhynchus browni",
|
1181 |
+
"1179": "Phyllorhynchus decurtatus",
|
1182 |
+
"1180": "Phytolopsis punctata",
|
1183 |
+
"1181": "Pituophis catenifer",
|
1184 |
+
"1182": "Pituophis deppei",
|
1185 |
+
"1183": "Pituophis lineaticollis",
|
1186 |
+
"1184": "Pituophis melanoleucus",
|
1187 |
+
"1185": "Pituophis ruthveni",
|
1188 |
+
"1186": "Pituophis vertebralis",
|
1189 |
+
"1187": "Plagiopholis nuchalis",
|
1190 |
+
"1188": "Platyceps collaris",
|
1191 |
+
"1189": "Platyceps gracilis",
|
1192 |
+
"1190": "Platyceps karelini",
|
1193 |
+
"1191": "Platyceps najadum",
|
1194 |
+
"1192": "Platyceps rhodorachis",
|
1195 |
+
"1193": "Platyceps rogersi",
|
1196 |
+
"1194": "Platyceps ventromaculatus",
|
1197 |
+
"1195": "Platyplectrurus madurensis",
|
1198 |
+
"1196": "Plectrurus perroteti",
|
1199 |
+
"1197": "Pliocercus elapoides",
|
1200 |
+
"1198": "Pliocercus euryzonus",
|
1201 |
+
"1199": "Porthidium arcosae",
|
1202 |
+
"1200": "Porthidium dunni",
|
1203 |
+
"1201": "Porthidium lansbergii",
|
1204 |
+
"1202": "Porthidium nasutum",
|
1205 |
+
"1203": "Porthidium ophryomegas",
|
1206 |
+
"1204": "Porthidium porrasi",
|
1207 |
+
"1205": "Porthidium yucatanicum",
|
1208 |
+
"1206": "Prosymna frontalis",
|
1209 |
+
"1207": "Prosymna janii",
|
1210 |
+
"1208": "Prosymna lineata",
|
1211 |
+
"1209": "Prosymna stuhlmanni",
|
1212 |
+
"1210": "Prosymna sundevalli",
|
1213 |
+
"1211": "Protobothrops cornutus",
|
1214 |
+
"1212": "Protobothrops elegans",
|
1215 |
+
"1213": "Protobothrops flavoviridis",
|
1216 |
+
"1214": "Protobothrops jerdonii",
|
1217 |
+
"1215": "Protobothrops mucrosquamatus",
|
1218 |
+
"1216": "Psammodynastes pictus",
|
1219 |
+
"1217": "Psammodynastes pulverulentus",
|
1220 |
+
"1218": "Psammophis afroccidentalis",
|
1221 |
+
"1219": "Psammophis angolensis",
|
1222 |
+
"1220": "Psammophis biseriatus",
|
1223 |
+
"1221": "Psammophis brevirostris",
|
1224 |
+
"1222": "Psammophis crucifer",
|
1225 |
+
"1223": "Psammophis elegans",
|
1226 |
+
"1224": "Psammophis leightoni",
|
1227 |
+
"1225": "Psammophis leopardinus",
|
1228 |
+
"1226": "Psammophis lineatus",
|
1229 |
+
"1227": "Psammophis lineolatus",
|
1230 |
+
"1228": "Psammophis mossambicus",
|
1231 |
+
"1229": "Psammophis namibensis",
|
1232 |
+
"1230": "Psammophis notostictus",
|
1233 |
+
"1231": "Psammophis orientalis",
|
1234 |
+
"1232": "Psammophis punctulatus",
|
1235 |
+
"1233": "Psammophis schokari",
|
1236 |
+
"1234": "Psammophis subtaeniatus",
|
1237 |
+
"1235": "Psammophis sudanensis",
|
1238 |
+
"1236": "Psammophis tanganicus",
|
1239 |
+
"1237": "Psammophis trigrammus",
|
1240 |
+
"1238": "Psammophis trinasalis",
|
1241 |
+
"1239": "Psammophylax rhombeatus",
|
1242 |
+
"1240": "Psammophylax tritaeniatus",
|
1243 |
+
"1241": "Psammophylax variabilis",
|
1244 |
+
"1242": "Pseudagkistrodon rudis",
|
1245 |
+
"1243": "Pseudalsophis biserialis",
|
1246 |
+
"1244": "Pseudalsophis dorsalis",
|
1247 |
+
"1245": "Pseudalsophis elegans",
|
1248 |
+
"1246": "Pseudalsophis hoodensis",
|
1249 |
+
"1247": "Pseudalsophis occidentalis",
|
1250 |
+
"1248": "Pseudalsophis steindachneri",
|
1251 |
+
"1249": "Pseudaspis cana",
|
1252 |
+
"1250": "Pseudechis australis",
|
1253 |
+
"1251": "Pseudechis guttatus",
|
1254 |
+
"1252": "Pseudechis pailsei",
|
1255 |
+
"1253": "Pseudechis porphyriacus",
|
1256 |
+
"1254": "Pseudechis weigeli",
|
1257 |
+
"1255": "Pseudelaphe flavirufa",
|
1258 |
+
"1256": "Pseudelaphe phaescens",
|
1259 |
+
"1257": "Pseudoboa coronata",
|
1260 |
+
"1258": "Pseudoboa neuwiedii",
|
1261 |
+
"1259": "Pseudoboa nigra",
|
1262 |
+
"1260": "Pseudocerastes fieldi",
|
1263 |
+
"1261": "Pseudocerastes persicus",
|
1264 |
+
"1262": "Pseudocerastes urarachnoides",
|
1265 |
+
"1263": "Pseudoeryx plicatilis",
|
1266 |
+
"1264": "Pseudoferania polylepis",
|
1267 |
+
"1265": "Pseudoficimia frontalis",
|
1268 |
+
"1266": "Pseudoleptodeira latifasciata",
|
1269 |
+
"1267": "Pseudonaja affinis",
|
1270 |
+
"1268": "Pseudonaja aspidorhyncha",
|
1271 |
+
"1269": "Pseudonaja guttata",
|
1272 |
+
"1270": "Pseudonaja inframacula",
|
1273 |
+
"1271": "Pseudonaja mengdeni",
|
1274 |
+
"1272": "Pseudonaja modesta",
|
1275 |
+
"1273": "Pseudonaja nuchalis",
|
1276 |
+
"1274": "Pseudonaja textilis",
|
1277 |
+
"1275": "Pseudorabdion collaris",
|
1278 |
+
"1276": "Pseudorabdion longiceps",
|
1279 |
+
"1277": "Pseudoxenodon inornatus",
|
1280 |
+
"1278": "Pseudoxenodon macrops",
|
1281 |
+
"1279": "Pseudoxenodon stejnegeri",
|
1282 |
+
"1280": "Psomophis genimaculatus",
|
1283 |
+
"1281": "Psomophis joberti",
|
1284 |
+
"1282": "Psomophis obtusus",
|
1285 |
+
"1283": "Ptyas carinata",
|
1286 |
+
"1284": "Ptyas dhumnades",
|
1287 |
+
"1285": "Ptyas fusca",
|
1288 |
+
"1286": "Ptyas korros",
|
1289 |
+
"1287": "Ptyas major",
|
1290 |
+
"1288": "Ptyas mucosa",
|
1291 |
+
"1289": "Ptyas multicincta",
|
1292 |
+
"1290": "Ptyas nigromarginata",
|
1293 |
+
"1291": "Ptyas semicarinata",
|
1294 |
+
"1292": "Python bivittatus",
|
1295 |
+
"1293": "Python breitensteini",
|
1296 |
+
"1294": "Python brongersmai",
|
1297 |
+
"1295": "Python molurus",
|
1298 |
+
"1296": "Python natalensis",
|
1299 |
+
"1297": "Python regius",
|
1300 |
+
"1298": "Python sebae",
|
1301 |
+
"1299": "Ramphotyphlops lineatus",
|
1302 |
+
"1300": "Regina grahamii",
|
1303 |
+
"1301": "Regina septemvittata",
|
1304 |
+
"1302": "Rena boettgeri",
|
1305 |
+
"1303": "Rena dissecta",
|
1306 |
+
"1304": "Rena dulcis",
|
1307 |
+
"1305": "Rena humilis",
|
1308 |
+
"1306": "Rena segrega",
|
1309 |
+
"1307": "Rhabdophis chrysargoides",
|
1310 |
+
"1308": "Rhabdophis chrysargos",
|
1311 |
+
"1309": "Rhabdophis conspicillatus",
|
1312 |
+
"1310": "Rhabdophis flaviceps",
|
1313 |
+
"1311": "Rhabdophis helleri",
|
1314 |
+
"1312": "Rhabdophis himalayanus",
|
1315 |
+
"1313": "Rhabdophis murudensis",
|
1316 |
+
"1314": "Rhabdophis nigrocinctus",
|
1317 |
+
"1315": "Rhabdophis plumbicolor",
|
1318 |
+
"1316": "Rhabdophis rhodomelas",
|
1319 |
+
"1317": "Rhabdophis siamensis",
|
1320 |
+
"1318": "Rhabdophis subminiatus",
|
1321 |
+
"1319": "Rhabdophis swinhonis",
|
1322 |
+
"1320": "Rhabdophis tigrinus",
|
1323 |
+
"1321": "Rhabdops olivaceus",
|
1324 |
+
"1322": "Rhachidelus brazili",
|
1325 |
+
"1323": "Rhadinaea calligaster",
|
1326 |
+
"1324": "Rhadinaea decorata",
|
1327 |
+
"1325": "Rhadinaea flavilata",
|
1328 |
+
"1326": "Rhadinaea gaigeae",
|
1329 |
+
"1327": "Rhadinaea hesperia",
|
1330 |
+
"1328": "Rhadinaea laureata",
|
1331 |
+
"1329": "Rhadinaea montana",
|
1332 |
+
"1330": "Rhadinaea taeniata",
|
1333 |
+
"1331": "Rhadinella godmani",
|
1334 |
+
"1332": "Rhadinella kinkelini",
|
1335 |
+
"1333": "Rhadinella montecristi",
|
1336 |
+
"1334": "Rhamnophis aethiopissa",
|
1337 |
+
"1335": "Rhamphiophis rostratus",
|
1338 |
+
"1336": "Rhamphiophis rubropunctatus",
|
1339 |
+
"1337": "Rhinobothryum bovallii",
|
1340 |
+
"1338": "Rhinobothryum lentiginosum",
|
1341 |
+
"1339": "Rhinocheilus antonii",
|
1342 |
+
"1340": "Rhinocheilus lecontei",
|
1343 |
+
"1341": "Rhinophis oxyrhynchus",
|
1344 |
+
"1342": "Rhinoplocephalus bicolor",
|
1345 |
+
"1343": "Rhinotyphlops lalandei",
|
1346 |
+
"1344": "Rhynchocalamus melanocephalus",
|
1347 |
+
"1345": "Salvadora bairdi",
|
1348 |
+
"1346": "Salvadora deserticola",
|
1349 |
+
"1347": "Salvadora grahamiae",
|
1350 |
+
"1348": "Salvadora hexalepis",
|
1351 |
+
"1349": "Salvadora intermedia",
|
1352 |
+
"1350": "Salvadora lemniscata",
|
1353 |
+
"1351": "Salvadora lineata",
|
1354 |
+
"1352": "Salvadora mexicana",
|
1355 |
+
"1353": "Sanzinia madagascariensis",
|
1356 |
+
"1354": "Sanzinia volontany",
|
1357 |
+
"1355": "Saphenophis boursieri",
|
1358 |
+
"1356": "Scaphiodontophis annulatus",
|
1359 |
+
"1357": "Scolecophis atrocinctus",
|
1360 |
+
"1358": "Senticolis triaspis",
|
1361 |
+
"1359": "Sibon annulatus",
|
1362 |
+
"1360": "Sibon anthracops",
|
1363 |
+
"1361": "Sibon argus",
|
1364 |
+
"1362": "Sibon dimidiatus",
|
1365 |
+
"1363": "Sibon longifrenis",
|
1366 |
+
"1364": "Sibon nebulatus",
|
1367 |
+
"1365": "Sibon sanniolus",
|
1368 |
+
"1366": "Sibynophis chinensis",
|
1369 |
+
"1367": "Sibynophis collaris",
|
1370 |
+
"1368": "Sibynophis geminatus",
|
1371 |
+
"1369": "Sibynophis melanocephalus",
|
1372 |
+
"1370": "Sibynophis subpunctatus",
|
1373 |
+
"1371": "Sibynophis triangularis",
|
1374 |
+
"1372": "Simalia amethistina",
|
1375 |
+
"1373": "Simalia kinghorni",
|
1376 |
+
"1374": "Simoselaps bertholdi",
|
1377 |
+
"1375": "Sinomicrurus annularis",
|
1378 |
+
"1376": "Sinomicrurus kelloggi",
|
1379 |
+
"1377": "Sinomicrurus macclellandi",
|
1380 |
+
"1378": "Sinomicrurus sauteri",
|
1381 |
+
"1379": "Sinomicrurus swinhoei",
|
1382 |
+
"1380": "Siphlophis cervinus",
|
1383 |
+
"1381": "Siphlophis compressus",
|
1384 |
+
"1382": "Sistrurus catenatus",
|
1385 |
+
"1383": "Sistrurus miliarius",
|
1386 |
+
"1384": "Sistrurus tergeminus",
|
1387 |
+
"1385": "Sonora aemula",
|
1388 |
+
"1386": "Sonora annulata",
|
1389 |
+
"1387": "Sonora cincta",
|
1390 |
+
"1388": "Sonora episcopa",
|
1391 |
+
"1389": "Sonora michoacanensis",
|
1392 |
+
"1390": "Sonora mosaueri",
|
1393 |
+
"1391": "Sonora mutabilis",
|
1394 |
+
"1392": "Sonora occipitalis",
|
1395 |
+
"1393": "Sonora palarostris",
|
1396 |
+
"1394": "Sonora semiannulata",
|
1397 |
+
"1395": "Sonora straminea",
|
1398 |
+
"1396": "Sonora taylori",
|
1399 |
+
"1397": "Spalerosophis diadema",
|
1400 |
+
"1398": "Spalerosophis dolichospilus",
|
1401 |
+
"1399": "Spilotes pullatus",
|
1402 |
+
"1400": "Spilotes sulphureus",
|
1403 |
+
"1401": "Stegonotus australis",
|
1404 |
+
"1402": "Stegonotus batjanensis",
|
1405 |
+
"1403": "Stenorrhina degenhardtii",
|
1406 |
+
"1404": "Stenorrhina freminvillei",
|
1407 |
+
"1405": "Storeria dekayi",
|
1408 |
+
"1406": "Storeria hidalgoensis",
|
1409 |
+
"1407": "Storeria occipitomaculata",
|
1410 |
+
"1408": "Storeria storerioides",
|
1411 |
+
"1409": "Storeria victa",
|
1412 |
+
"1410": "Subsessor bocourti",
|
1413 |
+
"1411": "Suta dwyeri",
|
1414 |
+
"1412": "Suta fasciata",
|
1415 |
+
"1413": "Suta flagellum",
|
1416 |
+
"1414": "Suta gouldii",
|
1417 |
+
"1415": "Suta monachus",
|
1418 |
+
"1416": "Suta nigriceps",
|
1419 |
+
"1417": "Suta punctata",
|
1420 |
+
"1418": "Suta spectabilis",
|
1421 |
+
"1419": "Suta suta",
|
1422 |
+
"1420": "Symphimus leucostomus",
|
1423 |
+
"1421": "Symphimus mayae",
|
1424 |
+
"1422": "Sympholis lippiens",
|
1425 |
+
"1423": "Synophis lasallei",
|
1426 |
+
"1424": "Synophis niceforomariae",
|
1427 |
+
"1425": "Tachymenis chilensis",
|
1428 |
+
"1426": "Tachymenis ocellata",
|
1429 |
+
"1427": "Tachymenis peruviana",
|
1430 |
+
"1428": "Tachymenis trigonatus",
|
1431 |
+
"1429": "Taeniophallus brevirostris",
|
1432 |
+
"1430": "Taeniophallus nicagus",
|
1433 |
+
"1431": "Taeniophallus occipitalis",
|
1434 |
+
"1432": "Tantilla armillata",
|
1435 |
+
"1433": "Tantilla atriceps",
|
1436 |
+
"1434": "Tantilla bocourti",
|
1437 |
+
"1435": "Tantilla calamarina",
|
1438 |
+
"1436": "Tantilla coronata",
|
1439 |
+
"1437": "Tantilla cucullata",
|
1440 |
+
"1438": "Tantilla cuniculator",
|
1441 |
+
"1439": "Tantilla gracilis",
|
1442 |
+
"1440": "Tantilla hobartsmithi",
|
1443 |
+
"1441": "Tantilla melanocephala",
|
1444 |
+
"1442": "Tantilla moesta",
|
1445 |
+
"1443": "Tantilla nigriceps",
|
1446 |
+
"1444": "Tantilla planiceps",
|
1447 |
+
"1445": "Tantilla relicta",
|
1448 |
+
"1446": "Tantilla reticulata",
|
1449 |
+
"1447": "Tantilla rubra",
|
1450 |
+
"1448": "Tantilla schistosa",
|
1451 |
+
"1449": "Tantilla semicincta",
|
1452 |
+
"1450": "Tantilla striata",
|
1453 |
+
"1451": "Tantilla supracincta",
|
1454 |
+
"1452": "Tantilla wilcoxi",
|
1455 |
+
"1453": "Tantilla yaquia",
|
1456 |
+
"1454": "Tantillita canula",
|
1457 |
+
"1455": "Tantillita lintoni",
|
1458 |
+
"1456": "Telescopus beetzi",
|
1459 |
+
"1457": "Telescopus dhara",
|
1460 |
+
"1458": "Telescopus fallax",
|
1461 |
+
"1459": "Telescopus semiannulatus",
|
1462 |
+
"1460": "Thamnodynastes gambotensis",
|
1463 |
+
"1461": "Thamnodynastes hypoconia",
|
1464 |
+
"1462": "Thamnodynastes pallidus",
|
1465 |
+
"1463": "Thamnodynastes sertanejo",
|
1466 |
+
"1464": "Thamnodynastes strigatus",
|
1467 |
+
"1465": "Thamnophis atratus",
|
1468 |
+
"1466": "Thamnophis bogerti",
|
1469 |
+
"1467": "Thamnophis brachystoma",
|
1470 |
+
"1468": "Thamnophis butleri",
|
1471 |
+
"1469": "Thamnophis chrysocephalus",
|
1472 |
+
"1470": "Thamnophis conanti",
|
1473 |
+
"1471": "Thamnophis couchii",
|
1474 |
+
"1472": "Thamnophis cyrtopsis",
|
1475 |
+
"1473": "Thamnophis elegans",
|
1476 |
+
"1474": "Thamnophis eques",
|
1477 |
+
"1475": "Thamnophis errans",
|
1478 |
+
"1476": "Thamnophis fulvus",
|
1479 |
+
"1477": "Thamnophis gigas",
|
1480 |
+
"1478": "Thamnophis hammondii",
|
1481 |
+
"1479": "Thamnophis marcianus",
|
1482 |
+
"1480": "Thamnophis melanogaster",
|
1483 |
+
"1481": "Thamnophis ordinoides",
|
1484 |
+
"1482": "Thamnophis proximus",
|
1485 |
+
"1483": "Thamnophis pulchrilatus",
|
1486 |
+
"1484": "Thamnophis radix",
|
1487 |
+
"1485": "Thamnophis rufipunctatus",
|
1488 |
+
"1486": "Thamnophis saurita",
|
1489 |
+
"1487": "Thamnophis scalaris",
|
1490 |
+
"1488": "Thamnophis scaliger",
|
1491 |
+
"1489": "Thamnophis sirtalis",
|
1492 |
+
"1490": "Thamnophis sumichrasti",
|
1493 |
+
"1491": "Thamnophis unilabialis",
|
1494 |
+
"1492": "Thamnophis validus",
|
1495 |
+
"1493": "Thamnosophis epistibes",
|
1496 |
+
"1494": "Thamnosophis infrasignatus",
|
1497 |
+
"1495": "Thamnosophis lateralis",
|
1498 |
+
"1496": "Thelotornis capensis",
|
1499 |
+
"1497": "Thelotornis kirtlandii",
|
1500 |
+
"1498": "Thelotornis mossambicanus",
|
1501 |
+
"1499": "Thelotornis usambaricus",
|
1502 |
+
"1500": "Tomodon dorsatus",
|
1503 |
+
"1501": "Toxicodryas blandingii",
|
1504 |
+
"1502": "Toxicodryas vexator",
|
1505 |
+
"1503": "Trachyboa boulengeri",
|
1506 |
+
"1504": "Tretanorhinus nigroluteus",
|
1507 |
+
"1505": "Trilepida macrolepis",
|
1508 |
+
"1506": "Trimeresurus albolabris",
|
1509 |
+
"1507": "Trimeresurus andersonii",
|
1510 |
+
"1508": "Trimeresurus cardamomensis",
|
1511 |
+
"1509": "Trimeresurus erythrurus",
|
1512 |
+
"1510": "Trimeresurus flavomaculatus",
|
1513 |
+
"1511": "Trimeresurus gracilis",
|
1514 |
+
"1512": "Trimeresurus gumprechti",
|
1515 |
+
"1513": "Trimeresurus guoi",
|
1516 |
+
"1514": "Trimeresurus hageni",
|
1517 |
+
"1515": "Trimeresurus insularis",
|
1518 |
+
"1516": "Trimeresurus kanburiensis",
|
1519 |
+
"1517": "Trimeresurus kuiburi",
|
1520 |
+
"1518": "Trimeresurus macrops",
|
1521 |
+
"1519": "Trimeresurus malcolmi",
|
1522 |
+
"1520": "Trimeresurus nebularis",
|
1523 |
+
"1521": "Trimeresurus phuketensis",
|
1524 |
+
"1522": "Trimeresurus popeiorum",
|
1525 |
+
"1523": "Trimeresurus purpureomaculatus",
|
1526 |
+
"1524": "Trimeresurus rubeus",
|
1527 |
+
"1525": "Trimeresurus sabahi",
|
1528 |
+
"1526": "Trimeresurus salazar",
|
1529 |
+
"1527": "Trimeresurus septentrionalis",
|
1530 |
+
"1528": "Trimeresurus stejnegeri",
|
1531 |
+
"1529": "Trimeresurus sumatranus",
|
1532 |
+
"1530": "Trimeresurus venustus",
|
1533 |
+
"1531": "Trimeresurus vogeli",
|
1534 |
+
"1532": "Trimeresurus yunnanensis",
|
1535 |
+
"1533": "Trimerodytes aequifasciatus",
|
1536 |
+
"1534": "Trimerodytes annularis",
|
1537 |
+
"1535": "Trimerodytes balteatus",
|
1538 |
+
"1536": "Trimerodytes percarinatus",
|
1539 |
+
"1537": "Trimorphodon biscutatus",
|
1540 |
+
"1538": "Trimorphodon lambda",
|
1541 |
+
"1539": "Trimorphodon lyrophanes",
|
1542 |
+
"1540": "Trimorphodon paucimaculatus",
|
1543 |
+
"1541": "Trimorphodon quadruplex",
|
1544 |
+
"1542": "Trimorphodon tau",
|
1545 |
+
"1543": "Trimorphodon vilkinsonii",
|
1546 |
+
"1544": "Tropidechis carinatus",
|
1547 |
+
"1545": "Tropidoclonion lineatum",
|
1548 |
+
"1546": "Tropidodipsas fasciata",
|
1549 |
+
"1547": "Tropidodipsas fischeri",
|
1550 |
+
"1548": "Tropidodipsas philippii",
|
1551 |
+
"1549": "Tropidodipsas sartorii",
|
1552 |
+
"1550": "Tropidodryas striaticeps",
|
1553 |
+
"1551": "Tropidolaemus subannulatus",
|
1554 |
+
"1552": "Tropidolaemus wagleri",
|
1555 |
+
"1553": "Tropidonophis mairii",
|
1556 |
+
"1554": "Tropidophis caymanensis",
|
1557 |
+
"1555": "Tropidophis haetianus",
|
1558 |
+
"1556": "Tropidophis melanurus",
|
1559 |
+
"1557": "Typhlops jamaicensis",
|
1560 |
+
"1558": "Ungaliophis panamensis",
|
1561 |
+
"1559": "Uromacer catesbyi",
|
1562 |
+
"1560": "Uromacer oxyrhynchus",
|
1563 |
+
"1561": "Uropeltis ceylanica",
|
1564 |
+
"1562": "Uropeltis ellioti",
|
1565 |
+
"1563": "Uropeltis macrolepis",
|
1566 |
+
"1564": "Uropeltis phipsonii",
|
1567 |
+
"1565": "Urotheca decipiens",
|
1568 |
+
"1566": "Urotheca fulviceps",
|
1569 |
+
"1567": "Urotheca guentheri",
|
1570 |
+
"1568": "Urotheca lateristriga",
|
1571 |
+
"1569": "Vermicella annulata",
|
1572 |
+
"1570": "Vipera ammodytes",
|
1573 |
+
"1571": "Vipera aspis",
|
1574 |
+
"1572": "Vipera berus",
|
1575 |
+
"1573": "Vipera dinniki",
|
1576 |
+
"1574": "Vipera eriwanensis",
|
1577 |
+
"1575": "Vipera graeca",
|
1578 |
+
"1576": "Vipera kaznakovi",
|
1579 |
+
"1577": "Vipera latastei",
|
1580 |
+
"1578": "Vipera lotievi",
|
1581 |
+
"1579": "Vipera nikolskii",
|
1582 |
+
"1580": "Vipera renardi",
|
1583 |
+
"1581": "Vipera seoanei",
|
1584 |
+
"1582": "Vipera transcaucasiana",
|
1585 |
+
"1583": "Vipera ursinii",
|
1586 |
+
"1584": "Vipera walser",
|
1587 |
+
"1585": "Virginia valeriae",
|
1588 |
+
"1586": "Xenelaphis hexagonotus",
|
1589 |
+
"1587": "Xenocalamus bicolor",
|
1590 |
+
"1588": "Xenocalamus transvaalensis",
|
1591 |
+
"1589": "Xenochrophis maculatus",
|
1592 |
+
"1590": "Xenochrophis trianguligerus",
|
1593 |
+
"1591": "Xenochrophis vittatus",
|
1594 |
+
"1592": "Xenodermus javanicus",
|
1595 |
+
"1593": "Xenodon dorbignyi",
|
1596 |
+
"1594": "Xenodon merremii",
|
1597 |
+
"1595": "Xenodon neuwiedii",
|
1598 |
+
"1596": "Xenodon pulcher",
|
1599 |
+
"1597": "Xenodon rabdocephalus",
|
1600 |
+
"1598": "Xenodon semicinctus",
|
1601 |
+
"1599": "Xenodon severus",
|
1602 |
+
"1600": "Xenopeltis unicolor",
|
1603 |
+
"1601": "Xenopholis scalaris",
|
1604 |
+
"1602": "Xenoxybelis argenteus",
|
1605 |
+
"1603": "Xenoxybelis boulengeri",
|
1606 |
+
"1604": "Xerotyphlops syriacus",
|
1607 |
+
"1605": "Xerotyphlops vermicularis",
|
1608 |
+
"1606": "Xylophis perroteti",
|
1609 |
+
"1607": "Zamenis hohenackeri",
|
1610 |
+
"1608": "Zamenis lineatus",
|
1611 |
+
"1609": "Zamenis longissimus",
|
1612 |
+
"1610": "Zamenis persicus",
|
1613 |
+
"1611": "Zamenis scalaris",
|
1614 |
+
"1612": "Zamenis situla"
|
1615 |
+
}
|
original_mapping.json
ADDED
@@ -0,0 +1,1786 @@
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|
|
|
1 |
+
{
|
2 |
+
"Elaphe schrenckii": 621,
|
3 |
+
"Naja nigricollis": 1118,
|
4 |
+
"Psammophylax tritaeniatus": 1359,
|
5 |
+
"Eunectes murinus": 694,
|
6 |
+
"Platyceps rhodorachis": 1305,
|
7 |
+
"Bothrops atrox": 224,
|
8 |
+
"Micrurus pyrrhocryptus": 1076,
|
9 |
+
"Amerotyphlops brongersmianus": 62,
|
10 |
+
"Alsophis sibonius": 56,
|
11 |
+
"Hemirhagerrhis nototaenia": 788,
|
12 |
+
"Dispholidus typus": 562,
|
13 |
+
"Rhadinaea gaigeae": 1459,
|
14 |
+
"Xerotyphlops vermicularis": 1775,
|
15 |
+
"Atheris ceratophora": 109,
|
16 |
+
"Naja nivea": 1119,
|
17 |
+
"Coluber constrictor": 358,
|
18 |
+
"Corallus hortulana": 385,
|
19 |
+
"Erythrolamprus zweifeli": 684,
|
20 |
+
"Thamnophis validus": 1646,
|
21 |
+
"Chilomeniscus stramineus": 321,
|
22 |
+
"Ficimia olivacea": 701,
|
23 |
+
"Tropidodipsas fasciata": 1706,
|
24 |
+
"Coronella girondica": 388,
|
25 |
+
"Agkistrodon russeolus": 33,
|
26 |
+
"Leptodeira nigrofasciata": 901,
|
27 |
+
"Lampropeltis annulata": 861,
|
28 |
+
"Pliocercus euryzonus": 1311,
|
29 |
+
"Sibon longifrenis": 1503,
|
30 |
+
"Mastigodryas melanolomus": 1025,
|
31 |
+
"Leptodeira bakeri": 898,
|
32 |
+
"Hierophis gemonensis": 798,
|
33 |
+
"Oxybelis aeneus": 1205,
|
34 |
+
"Masticophis flagellum": 1013,
|
35 |
+
"Boa constrictor": 166,
|
36 |
+
"Eirenis modestus": 606,
|
37 |
+
"Masticophis mentovarius": 1016,
|
38 |
+
"Bogertophis subocularis": 177,
|
39 |
+
"Leptophis nebulosus": 919,
|
40 |
+
"Cemophora lineri": 300,
|
41 |
+
"Philothamnus semivariegatus": 1280,
|
42 |
+
"Senticolis triaspis": 1498,
|
43 |
+
"Malayopython reticulatus": 1004,
|
44 |
+
"Malpolon monspessulanus": 1008,
|
45 |
+
"Daboia russelii": 464,
|
46 |
+
"Symphimus mayae": 1567,
|
47 |
+
"Heterodon kennerlyi": 794,
|
48 |
+
"Urotheca decipiens": 1728,
|
49 |
+
"Nothopsis rugosus": 1159,
|
50 |
+
"Salvadora grahamiae": 1486,
|
51 |
+
"Liodytes rigida": 934,
|
52 |
+
"Indotyphlops braminus": 849,
|
53 |
+
"Vipera darevskii": 1737,
|
54 |
+
"Chionactis occipitalis": 323,
|
55 |
+
"Crotalus lepidus": 417,
|
56 |
+
"Leptophis mexicanus": 917,
|
57 |
+
"Pseudelaphe flavirufa": 1377,
|
58 |
+
"Nerodia sipedon": 1148,
|
59 |
+
"Dromicodryas bernieri": 567,
|
60 |
+
"Python molurus": 1421,
|
61 |
+
"Cemophora coccinea": 299,
|
62 |
+
"Phrynonax poecilonotus": 1286,
|
63 |
+
"Imantodes tenuissimus": 847,
|
64 |
+
"Oxyrhopus melanogenys": 1223,
|
65 |
+
"Chironius grandisquamis": 333,
|
66 |
+
"Afrotyphlops mucruso": 23,
|
67 |
+
"Clelia clelia": 349,
|
68 |
+
"Lampropeltis abnorma": 859,
|
69 |
+
"Metlapilcoatlus olmec": 1037,
|
70 |
+
"Elaphe dione": 615,
|
71 |
+
"Naja savannula": 1125,
|
72 |
+
"Chrysopelea taprobanica": 348,
|
73 |
+
"Drymobius chloroticus": 572,
|
74 |
+
"Elaphe quatuorlineata": 619,
|
75 |
+
"Dendrelaphis calligaster": 482,
|
76 |
+
"Hypsirhynchus parvifrons": 840,
|
77 |
+
"Pantherophis spiloides": 1239,
|
78 |
+
"Laticauda saintgironsi": 890,
|
79 |
+
"Bothrops asper": 223,
|
80 |
+
"Pliocercus elapoides": 1310,
|
81 |
+
"Ovophis monticola": 1202,
|
82 |
+
"Crotalus willardi": 443,
|
83 |
+
"Morelia viridis": 1099,
|
84 |
+
"Dendrelaphis marenae": 494,
|
85 |
+
"Crotalus pyrrhus": 427,
|
86 |
+
"Arizona pacata": 92,
|
87 |
+
"Pseudalsophis elegans": 1364,
|
88 |
+
"Sanzinia madagascariensis": 1492,
|
89 |
+
"Micrurus mosquitensis": 1069,
|
90 |
+
"Micrurus distans": 1054,
|
91 |
+
"Hapsidophrys smaragdinus": 758,
|
92 |
+
"Phimophis guianensis": 1283,
|
93 |
+
"Oxybelis fulgidus": 1207,
|
94 |
+
"Leptodrymus pulcherrimus": 911,
|
95 |
+
"Gyalopion canum": 755,
|
96 |
+
"Liasis olivaceus": 927,
|
97 |
+
"Spilotes sulphureus": 1546,
|
98 |
+
"Atheris squamigera": 112,
|
99 |
+
"Coelognathus subradiatus": 357,
|
100 |
+
"Python natalensis": 1422,
|
101 |
+
"Bothrops mattogrossensis": 237,
|
102 |
+
"Pseudalsophis occidentalis": 1367,
|
103 |
+
"Coronella austriaca": 387,
|
104 |
+
"Cerrophidion sasai": 308,
|
105 |
+
"Leptodeira septentrionalis": 907,
|
106 |
+
"Hemorrhois nummifer": 791,
|
107 |
+
"Rena dissecta": 1430,
|
108 |
+
"Echis pyramidum": 601,
|
109 |
+
"Thamnophis eques": 1626,
|
110 |
+
"Natrix natrix": 1137,
|
111 |
+
"Chrysopelea pelias": 347,
|
112 |
+
"Bothrops pauloensis": 243,
|
113 |
+
"Python bivittatus": 1418,
|
114 |
+
"Plagiopholis nuchalis": 1298,
|
115 |
+
"Lamprophis aurora": 883,
|
116 |
+
"Crotalus morulus": 421,
|
117 |
+
"Alsophis rufiventris": 55,
|
118 |
+
"Xenodon rabdocephalus": 1765,
|
119 |
+
"Simalia kinghorni": 1513,
|
120 |
+
"Crotalus pricei": 425,
|
121 |
+
"Heterodon simus": 797,
|
122 |
+
"Antaresia childreni": 77,
|
123 |
+
"Coniophanes piceivittis": 368,
|
124 |
+
"Python sebae": 1424,
|
125 |
+
"Lachesis stenophrys": 858,
|
126 |
+
"Ophryacus smaragdinus": 1191,
|
127 |
+
"Apostolepis dimidiata": 86,
|
128 |
+
"Epicrates cenchria": 641,
|
129 |
+
"Erythrolamprus reginae": 677,
|
130 |
+
"Psammophis subtaeniatus": 1353,
|
131 |
+
"Cerrophidion wilsoni": 310,
|
132 |
+
"Leptophis coeruleodorsus": 913,
|
133 |
+
"Erythrolamprus poecilogyrus": 673,
|
134 |
+
"Carphophis vermis": 293,
|
135 |
+
"Thamnophis sirtalis": 1643,
|
136 |
+
"Natrix tessellata": 1138,
|
137 |
+
"Imantodes cenchoa": 842,
|
138 |
+
"Trimorphodon biscutatus": 1696,
|
139 |
+
"Vipera ammodytes": 1734,
|
140 |
+
"Trimorphodon lambda": 1697,
|
141 |
+
"Vipera berus": 1736,
|
142 |
+
"Imantodes gemmistratus": 844,
|
143 |
+
"Dendrelaphis ngansonensis": 496,
|
144 |
+
"Eryx jaculus": 687,
|
145 |
+
"Heterodon nasicus": 795,
|
146 |
+
"Macrovipera lebetinus": 998,
|
147 |
+
"Pituophis melanoleucus": 1295,
|
148 |
+
"Tropidolaemus wagleri": 1714,
|
149 |
+
"Oocatochus rufodorsatus": 1187,
|
150 |
+
"Ithycyphus miniatus": 852,
|
151 |
+
"Tantilla bocourti": 1580,
|
152 |
+
"Lampropeltis alterna": 860,
|
153 |
+
"Hebius vibakari": 772,
|
154 |
+
"Madagascarophis colubrinus": 1000,
|
155 |
+
"Rhinocheilus antonii": 1475,
|
156 |
+
"Stenorrhina freminvillei": 1550,
|
157 |
+
"Gloydius halys": 739,
|
158 |
+
"Lytorhynchus paradoxus": 991,
|
159 |
+
"Crotalus tzabcan": 440,
|
160 |
+
"Cubophis caymanus": 453,
|
161 |
+
"Crotalus aquilus": 403,
|
162 |
+
"Elaphe sauromates": 620,
|
163 |
+
"Cerastes vipera": 303,
|
164 |
+
"Dendrophidion vinitor": 522,
|
165 |
+
"Dipsas catesbyi": 540,
|
166 |
+
"Thamnophis marcianus": 1632,
|
167 |
+
"Micrurus annellatus": 1044,
|
168 |
+
"Thelotornis kirtlandii": 1651,
|
169 |
+
"Suta suta": 1565,
|
170 |
+
"Brachyurophis incinctus": 253,
|
171 |
+
"Hydrophis platurus": 822,
|
172 |
+
"Trimorphodon quadruplex": 1700,
|
173 |
+
"Atheris chlorechis": 110,
|
174 |
+
"Xenodon merremii": 1762,
|
175 |
+
"Oligodon purpurascens": 1178,
|
176 |
+
"Craspedocephalus trigonocephalus": 399,
|
177 |
+
"Laticauda colubrina": 887,
|
178 |
+
"Sibon nebulatus": 1504,
|
179 |
+
"Ptyas korros": 1412,
|
180 |
+
"Sibon sanniolus": 1505,
|
181 |
+
"Brachyurophis approximans": 250,
|
182 |
+
"Hypnale nepa": 829,
|
183 |
+
"Philothamnus angolensis": 1271,
|
184 |
+
"Anilios nigrescens": 73,
|
185 |
+
"Echiopsis curta": 594,
|
186 |
+
"Rhinoplocephalus bicolor": 1480,
|
187 |
+
"Naja sumatrana": 1129,
|
188 |
+
"Bothrops ammodytoides": 222,
|
189 |
+
"Lycodon striatus": 969,
|
190 |
+
"Natrix maura": 1136,
|
191 |
+
"Oligodon barroni": 1164,
|
192 |
+
"Lampropeltis splendida": 880,
|
193 |
+
"Rhabdophis tigrinus": 1452,
|
194 |
+
"Crotalus atrox": 405,
|
195 |
+
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204 |
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205 |
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206 |
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"Naja kaouthia": 1113,
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"Philothamnus occidentalis": 1278,
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"Thelotornis capensis": 1650,
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220 |
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226 |
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"Micrurus alleni": 1041,
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"Trimorphodon lyrophanes": 1698,
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233 |
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235 |
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236 |
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238 |
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240 |
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242 |
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"Rhinocheilus lecontei": 1476,
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"Hydrophis curtus": 814,
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265 |
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266 |
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267 |
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268 |
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269 |
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"Lycodon rufozonatus": 965,
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270 |
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"Demansia vestigiata": 479,
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271 |
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272 |
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273 |
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"Demansia psammophis": 474,
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274 |
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275 |
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276 |
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277 |
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"Rhinobothryum lentiginosum": 1474,
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278 |
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279 |
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280 |
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281 |
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282 |
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283 |
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284 |
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285 |
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286 |
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"Chilabothrus striatus": 318,
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289 |
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290 |
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291 |
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"Charina umbratica": 312,
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292 |
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293 |
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294 |
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295 |
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"Eryx whitakeri": 692,
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296 |
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298 |
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299 |
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300 |
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"Oxyrhopus petolarius": 1225,
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302 |
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303 |
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304 |
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305 |
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306 |
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"Limaformosa capensis": 930,
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307 |
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308 |
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309 |
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310 |
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311 |
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312 |
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"Bitis gabonica": 159,
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313 |
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314 |
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315 |
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316 |
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"Crotalus armstrongi": 404,
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317 |
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318 |
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319 |
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"Ahaetulla prasina": 47,
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320 |
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321 |
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322 |
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323 |
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324 |
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"Boa imperator": 167,
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325 |
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326 |
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327 |
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"Dendrelaphis inornatus": 492,
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328 |
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"Leptodeira uribei": 910,
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329 |
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330 |
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"Enulius flavitorques": 638,
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331 |
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"Storeria hidalgoensis": 1552,
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332 |
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333 |
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334 |
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335 |
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336 |
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337 |
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"Elapsoidea nigra": 630,
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338 |
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339 |
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"Helicops angulatus": 773,
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340 |
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341 |
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"Sinomicrurus macclellandi": 1520,
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342 |
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343 |
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344 |
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"Psammophis crucifer": 1340,
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345 |
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"Naja siamensis": 1126,
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346 |
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|
347 |
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348 |
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"Masticophis schotti": 1017,
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349 |
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"Thamnosophis lateralis": 1649,
|
350 |
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"Sonora semiannulata": 1540,
|
351 |
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|
352 |
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"Gonyosoma boulengeri": 746,
|
353 |
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"Xenodon neuwiedii": 1763,
|
354 |
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"Calliophis bivirgatus": 279,
|
355 |
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"Dendrelaphis striatus": 502,
|
356 |
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"Lycodon subcinctus": 971,
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357 |
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"Sistrurus miliarius": 1529,
|
358 |
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"Ficimia publia": 702,
|
359 |
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"Acanthophis praelongus": 3,
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360 |
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"Dendrelaphis tristis": 506,
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361 |
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"Pseudoxenodon macrops": 1402,
|
362 |
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"Sibon annulatus": 1499,
|
363 |
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"Chironius fuscus": 331,
|
364 |
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"Chironius scurrulus": 340,
|
365 |
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"Micrurus surinamensis": 1081,
|
366 |
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"Pseudoboa coronata": 1379,
|
367 |
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"Ahaetulla oxyrhyncha": 46,
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368 |
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"Sanzinia volontany": 1493,
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369 |
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"Candoia paulsoni": 289,
|
370 |
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"Erythrolamprus breviceps": 660,
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371 |
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"Pseudoeryx plicatilis": 1385,
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372 |
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"Lichanura orcutti": 928,
|
373 |
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"Dendrophidion paucicarinatum": 520,
|
374 |
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"Xenodermus javanicus": 1758,
|
375 |
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"Drysdalia rhodogaster": 586,
|
376 |
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"Dipsas variegata": 557,
|
377 |
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"Corallus ruschenbergerii": 386,
|
378 |
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"Chionactis annulata": 322,
|
379 |
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"Crotalus ornatus": 423,
|
380 |
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"Geophis hoffmanni": 725,
|
381 |
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"Hydromorphus concolor": 811,
|
382 |
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"Hydrophis coggeri": 813,
|
383 |
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"Lachesis muta": 857,
|
384 |
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"Bitis nasicornis": 160,
|
385 |
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"Fordonia leucobalia": 704,
|
386 |
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"Fowlea flavipunctatus": 708,
|
387 |
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"Siphlophis compressus": 1524,
|
388 |
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"Lampropeltis zonata": 882,
|
389 |
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"Zamenis longissimus": 1780,
|
390 |
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"Simalia amethistina": 1512,
|
391 |
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"Vipera latastei": 1742,
|
392 |
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"Boiga irregularis": 189,
|
393 |
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"Crotalus culminatus": 411,
|
394 |
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"Mimophis occultus": 1085,
|
395 |
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"Trimeresurus popeiorum": 1678,
|
396 |
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"Psammophis lineolatus": 1345,
|
397 |
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"Naja oxiana": 1120,
|
398 |
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"Rhabdophis plumbicolor": 1447,
|
399 |
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"Lampropeltis nigra": 875,
|
400 |
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"Sistrurus tergeminus": 1530,
|
401 |
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"Sibon dimidiatus": 1502,
|
402 |
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"Epictia ater": 645,
|
403 |
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"Micrurus nigrocinctus": 1072,
|
404 |
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"Naja annulata": 1107,
|
405 |
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"Dendrelaphis formosus": 487,
|
406 |
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"Dryophiops rubescens": 578,
|
407 |
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"Mastigodryas cliftoni": 1021,
|
408 |
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"Geophis latifrontalis": 726,
|
409 |
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"Bothriechis guifarroi": 206,
|
410 |
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"Helicops danieli": 776,
|
411 |
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"Natriciteres variegata": 1133,
|
412 |
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"Pseudoleptodeira latifasciata": 1388,
|
413 |
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"Duberria variegata": 589,
|
414 |
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"Hierophis viridiflavus": 799,
|
415 |
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"Salvadora deserticola": 1485,
|
416 |
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"Protobothrops elegans": 1327,
|
417 |
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"Natrix astreptophora": 1134,
|
418 |
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"Deinagkistrodon acutus": 470,
|
419 |
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"Vipera aspis": 1735,
|
420 |
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"Pseudonaja modesta": 1394,
|
421 |
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"Erythrolamprus miliaris": 669,
|
422 |
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"Hypsiglena ochrorhynchus": 834,
|
423 |
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"Ahaetulla isabellina": 41,
|
424 |
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"Cylindrophis jodiae": 457,
|
425 |
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"Oxyrhopus clathratus": 1217,
|
426 |
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"Rhabdophis subminiatus": 1450,
|
427 |
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"Thamnodynastes pallidus": 1613,
|
428 |
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"Tachymenis chilensis": 1571,
|
429 |
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"Spalerosophis diadema": 1543,
|
430 |
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"Echis khosatzkii": 597,
|
431 |
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"Loxocemus bicolor": 946,
|
432 |
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"Eryx jayakari": 688,
|
433 |
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"Dasypeltis scabra": 469,
|
434 |
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"Mimophis mahfalensis": 1084,
|
435 |
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"Notechis scutatus": 1158,
|
436 |
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"Pseudechis guttatus": 1373,
|
437 |
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"Chrysopelea ornata": 345,
|
438 |
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"Chersodromus liebmanni": 313,
|
439 |
+
"Tropidonophis mairii": 1715,
|
440 |
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"Boiga ceylonensis": 181,
|
441 |
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"Chironius maculoventris": 336,
|
442 |
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"Bitis rubida": 163,
|
443 |
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"Bothrops jararaca": 232,
|
444 |
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"Chironius laurenti": 335,
|
445 |
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"Dendrophidion bivittatus": 515,
|
446 |
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"Xenochrophis vittatus": 1757,
|
447 |
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"Tantilla armillata": 1578,
|
448 |
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"Naja haje": 1112,
|
449 |
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"Imantodes lentiferus": 846,
|
450 |
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"Craspedocephalus peltopelor": 395,
|
451 |
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"Dipsas andiana": 535,
|
452 |
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"Echis coloratus": 596,
|
453 |
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"Dipsas temporalis": 553,
|
454 |
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"Pseudechis australis": 1370,
|
455 |
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"Hebius khasiensis": 764,
|
456 |
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"Masticophis taeniatus": 1018,
|
457 |
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"Oligodon cinereus": 1168,
|
458 |
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"Thamnophis melanogaster": 1633,
|
459 |
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"Bothrocophias hyoprora": 216,
|
460 |
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"Atractus paraguayensis": 138,
|
461 |
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"Thamnodynastes strigatus": 1615,
|
462 |
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"Mastigodryas dorsalis": 1023,
|
463 |
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"Lycodon aulicus": 949,
|
464 |
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"Trimeresurus macrops": 1674,
|
465 |
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"Lampropeltis elapsoides": 864,
|
466 |
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"Salvadora hexalepis": 1487,
|
467 |
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"Ninia sebae": 1156,
|
468 |
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"Dendrelaphis punctulatus": 500,
|
469 |
+
"Ptyas major": 1413,
|
470 |
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"Crotalus oreganus": 422,
|
471 |
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"Crotalus simus": 431,
|
472 |
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"Pseudalsophis hoodensis": 1366,
|
473 |
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"Cerrophidion godmani": 307,
|
474 |
+
"Arizona elegans": 91,
|
475 |
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"Porthidium porrasi": 1318,
|
476 |
+
"Chironius monticola": 337,
|
477 |
+
"Dipsas bicolor": 537,
|
478 |
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"Crotalus mitchellii": 419,
|
479 |
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"Crotalus cerberus": 410,
|
480 |
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"Lampropeltis calligaster": 863,
|
481 |
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"Pituophis deppei": 1293,
|
482 |
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"Dipsas mikanii": 547,
|
483 |
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"Porthidium yucatanicum": 1319,
|
484 |
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"Candoia bibroni": 287,
|
485 |
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"Nerodia clarkii": 1140,
|
486 |
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"Bungarus multicinctus": 261,
|
487 |
+
"Anilius scytale": 76,
|
488 |
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"Rena humilis": 1432,
|
489 |
+
"Natrix helvetica": 1135,
|
490 |
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"Dendrophidion percarinatum": 521,
|
491 |
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"Psammophylax rhombeatus": 1358,
|
492 |
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"Vipera walser": 1750,
|
493 |
+
"Tantilla cucullata": 1585,
|
494 |
+
"Protobothrops jerdonii": 1329,
|
495 |
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"Trimeresurus vogeli": 1688,
|
496 |
+
"Calamaria pavimentata": 274,
|
497 |
+
"Tantilla wilcoxi": 1602,
|
498 |
+
"Micrurus mipartitus": 1068,
|
499 |
+
"Epictia resetari": 652,
|
500 |
+
"Platyceps najadum": 1303,
|
501 |
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"Oxyrhabdium modestum": 1216,
|
502 |
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"Suta dwyeri": 1557,
|
503 |
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"Pseudoboa nigra": 1381,
|
504 |
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"Xenochrophis maculatus": 1755,
|
505 |
+
"Bothrops brazili": 226,
|
506 |
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"Psammophis namibensis": 1347,
|
507 |
+
"Leioheterodon geayi": 892,
|
508 |
+
"Acanthophis rugosus": 5,
|
509 |
+
"Simalia tracyae": 1514,
|
510 |
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"Sibynophis subpunctatus": 1510,
|
511 |
+
"Laticauda laticaudata": 889,
|
512 |
+
"Metlapilcoatlus mexicanus": 1034,
|
513 |
+
"Adelphicos quadrivirgatum": 17,
|
514 |
+
"Atretium schistosum": 149,
|
515 |
+
"Trimeresurus venustus": 1687,
|
516 |
+
"Causus rhombeatus": 298,
|
517 |
+
"Oligodon arnensis": 1163,
|
518 |
+
"Dendroaspis polylepis": 512,
|
519 |
+
"Micrurus frontalis": 1059,
|
520 |
+
"Bitis peringueyi": 161,
|
521 |
+
"Tropidophis melanurus": 1719,
|
522 |
+
"Cerberus schneiderii": 306,
|
523 |
+
"Erythrolamprus typhlus": 681,
|
524 |
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"Micrurus diastema": 1052,
|
525 |
+
"Storeria dekayi": 1551,
|
526 |
+
"Ptyas carinata": 1408,
|
527 |
+
"Trimeresurus flavomaculatus": 1666,
|
528 |
+
"Bothrops punctatus": 247,
|
529 |
+
"Vipera nikolskii": 1745,
|
530 |
+
"Causus maculatus": 296,
|
531 |
+
"Erythrolamprus semiaureus": 679,
|
532 |
+
"Dipsas sanctijoannis": 551,
|
533 |
+
"Hypsiglena tanzeri": 836,
|
534 |
+
"Thamnophis elegans": 1625,
|
535 |
+
"Helicops leopardinus": 778,
|
536 |
+
"Drymarchon corais": 569,
|
537 |
+
"Montivipera xanthina": 1094,
|
538 |
+
"Fowlea melanzostus": 710,
|
539 |
+
"Lichanura trivirgata": 929,
|
540 |
+
"Lycodon orientalis": 963,
|
541 |
+
"Protobothrops sieversorum": 1331,
|
542 |
+
"Hypsiglena chlorophaea": 832,
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550 |
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552 |
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555 |
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558 |
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585 |
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590 |
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591 |
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"Trimeresurus phuketensis": 1677,
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"Oxyrhopus vanidicus": 1228,
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593 |
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"Bitis atropos": 156,
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595 |
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"Brachyurophis fasciolatus": 252,
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597 |
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598 |
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"Boaedon capensis": 171,
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600 |
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601 |
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"Hypsirhynchus ferox": 839,
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602 |
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"Bothrops taeniatus": 248,
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603 |
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"Hebius monticola": 766,
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604 |
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"Oligodon fasciolatus": 1172,
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605 |
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"Drepanoides anomalus": 566,
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606 |
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608 |
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610 |
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614 |
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615 |
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618 |
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619 |
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620 |
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622 |
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624 |
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625 |
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"Aparallactus lunulatus": 82,
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628 |
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636 |
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"Scaphiodontophis annulatus": 1495,
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637 |
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"Epicrates assisi": 640,
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638 |
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"Echis omanensis": 600,
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639 |
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"Ninia espinali": 1152,
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640 |
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"Philodryas olfersii": 1266,
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641 |
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"Elaphe carinata": 612,
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642 |
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"Euprepiophis conspicillata": 696,
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643 |
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644 |
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645 |
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646 |
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647 |
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648 |
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"Bothrocophias campbelli": 215,
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649 |
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"Geophis bellus": 720,
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650 |
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"Rhabdophis chrysargoides": 1437,
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651 |
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"Conopsis biserialis": 374,
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652 |
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"Thelotornis usambaricus": 1653,
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653 |
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"Heterodon platirhinos": 796,
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654 |
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655 |
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656 |
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"Charina bottae": 311,
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657 |
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"Micrurus lemniscatus": 1066,
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658 |
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"Pseudonaja aspidorhyncha": 1390,
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659 |
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"Bitis xeropaga": 165,
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660 |
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"Bitis schneideri": 164,
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"Uropeltis macrolepis": 1726,
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662 |
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"Rhadinaea hesperia": 1460,
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663 |
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"Lampropeltis greeri": 868,
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"Erythrolamprus melanotus": 668,
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665 |
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"Pseudonaja textilis": 1396,
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666 |
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667 |
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"Dipsas brevifacies": 538,
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668 |
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"Dendrophidion clarkii": 517,
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670 |
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"Hemiaspis damelii": 784,
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671 |
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"Crotalus basiliscus": 406,
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672 |
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"Zamenis scalaris": 1782,
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673 |
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"Homoroselaps lacteus": 803,
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674 |
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"Liophidium torquatum": 939,
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675 |
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"Aparallactus capensis": 80,
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676 |
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"Anilios australis": 68,
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677 |
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"Salvadora mexicana": 1491,
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678 |
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"Trimeresurus albolabris": 1662,
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679 |
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"Lycodon travancoricus": 972,
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680 |
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"Elapsoidea semiannulata": 631,
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681 |
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"Crotalus adamanteus": 402,
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682 |
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"Causus defilippii": 294,
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683 |
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"Atractus dunni": 123,
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684 |
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"Enhydris enhydris": 635,
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685 |
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"Rhadinaea decorata": 1457,
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686 |
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"Thelotornis mossambicanus": 1652,
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687 |
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"Chlorosoma viridissimum": 344,
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688 |
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689 |
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690 |
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"Naja anchietae": 1106,
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691 |
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"Hemiaspis signata": 785,
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692 |
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"Emydocephalus ijimae": 634,
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693 |
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"Paraphimophis rusticus": 1241,
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694 |
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"Lycophidion capense": 982,
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695 |
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"Acrochordus granulatus": 14,
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696 |
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"Hemachatus haemachatus": 783,
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697 |
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"Dendrophidion dendrophis": 518,
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698 |
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"Naja mossambica": 1115,
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699 |
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"Haldea striatula": 757,
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700 |
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"Helicops pastazae": 780,
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701 |
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"Mastigodryas boddaerti": 1020,
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702 |
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"Boiga drapiezii": 185,
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703 |
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"Hemorrhois hippocrepis": 790,
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704 |
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"Diadophis punctatus": 525,
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705 |
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"Ficimia streckeri": 703,
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706 |
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"Lygophis lineatus": 988,
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707 |
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"Craspedocephalus gramineus": 392,
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708 |
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"Rhadinella godmani": 1466,
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709 |
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"Psammophis schokari": 1352,
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710 |
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"Platyceps collaris": 1300,
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711 |
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"Epictia tenella": 653,
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712 |
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"Tantilla gracilis": 1588,
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713 |
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"Lytorhynchus diadema": 990,
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714 |
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"Philothamnus hoplogaster": 1274,
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715 |
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"Lampropeltis californiae": 862,
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716 |
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"Echis carinatus": 595,
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717 |
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"Ptyas mucosa": 1414,
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718 |
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"Dipsas articulata": 536,
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719 |
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"Salvadora lemniscata": 1489,
|
720 |
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"Ptyas fusca": 1411,
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721 |
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"Oligodon taeniolatus": 1183,
|
722 |
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"Dipsas trinitatis": 555,
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723 |
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"Rhamphiophis rostratus": 1471,
|
724 |
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"Crotalus ruber": 429,
|
725 |
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"Farancia erytrogramma": 699,
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726 |
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"Xenocalamus bicolor": 1753,
|
727 |
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"Lampropeltis micropholis": 873,
|
728 |
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"Leptophis depressirostris": 915,
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729 |
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"Tantilla relicta": 1594,
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730 |
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"Trimeresurus erythrurus": 1665,
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731 |
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"Lycodonomorphus inornatus": 975,
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732 |
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"Epicrates alvarezi": 639,
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"Thamnophis sumichrasti": 1644,
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734 |
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"Micrurus fulvius": 1060,
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735 |
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"Psammophis brevirostris": 1339,
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736 |
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"Trimeresurus sabahi": 1681,
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737 |
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"Rena dulcis": 1431,
|
738 |
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"Pantherophis alleghaniensis": 1232,
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739 |
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"Vipera dinniki": 1738,
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740 |
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"Sistrurus catenatus": 1528,
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741 |
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"Chrysopelea paradisi": 346,
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742 |
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"Micrurus tener": 1082,
|
743 |
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"Erythrolamprus mimus": 670,
|
744 |
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"Micruroides euryxanthus": 1040,
|
745 |
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"Bungarus flaviceps": 260,
|
746 |
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"Micrurus ephippifer": 1058,
|
747 |
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"Crotalus horridus": 415,
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748 |
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"Atractus latifrons": 128,
|
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"Boiga cyanea": 182,
|
750 |
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"Fowlea asperrimus": 706,
|
751 |
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"Vipera ursinii": 1749,
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752 |
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"Tantilla nigriceps": 1592,
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753 |
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"Lycodon semicarinatus": 967,
|
754 |
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"Thamnophis errans": 1627,
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755 |
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"Naja subfulva": 1128,
|
756 |
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"Protobothrops mucrosquamatus": 1330,
|
757 |
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"Nerodia harteri": 1145,
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758 |
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"Naja nigricincta": 1117,
|
759 |
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"Lampropeltis knoblochi": 870,
|
760 |
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"Liopholidophis dolicocercus": 940,
|
761 |
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"Crotalus tortugensis": 436,
|
762 |
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"Xenodon severus": 1767,
|
763 |
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"Hebius sauteri": 771,
|
764 |
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"Tantilla melanocephala": 1590,
|
765 |
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"Philodryas aestiva": 1261,
|
766 |
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"Micrurus sangilensis": 1078,
|
767 |
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"Helicops infrataeniatus": 777,
|
768 |
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"Crotalus intermedius": 416,
|
769 |
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"Chironius brazili": 325,
|
770 |
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"Amblyodipsas polylepis": 61,
|
771 |
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"Dieurostus dussumieri": 530,
|
772 |
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"Tropidodipsas fischeri": 1707,
|
773 |
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"Acanthophis wellsi": 6,
|
774 |
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"Helicops polylepis": 781,
|
775 |
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"Leptotyphlops conjunctus": 920,
|
776 |
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"Phalotris nasutus": 1259,
|
777 |
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"Trimeresurus insularis": 1671,
|
778 |
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"Atractaspis bibronii": 113,
|
779 |
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"Chironius flavolineatus": 328,
|
780 |
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"Trimorphodon paucimaculatus": 1699,
|
781 |
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"Dendrelaphis caudolineatus": 483,
|
782 |
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"Anilios grypus": 71,
|
783 |
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"Mastigodryas danieli": 1022,
|
784 |
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"Pituophis lineaticollis": 1294,
|
785 |
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"Naja annulifera": 1108,
|
786 |
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"Eryx johnii": 689,
|
787 |
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"Philodryas psammophidea": 1268,
|
788 |
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"Pseudalsophis biserialis": 1362,
|
789 |
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"Myrrophis bennettii": 1104,
|
790 |
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"Ahaetulla sahyadrensis": 48,
|
791 |
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"Oxyrhopus rhombifer": 1226,
|
792 |
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"Rhabdophis chrysargos": 1438,
|
793 |
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"Sonora michoacanensis": 1535,
|
794 |
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"Erythrolamprus epinephalus": 664,
|
795 |
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"Bitis caudalis": 157,
|
796 |
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"Calloselasma rhodostoma": 285,
|
797 |
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"Lamprophis guttatus": 885,
|
798 |
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"Dendrelaphis schokari": 501,
|
799 |
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"Trimerodytes percarinatus": 1693,
|
800 |
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"Pareas macularius": 1251,
|
801 |
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"Pseudoxyrhopus tritaeniatus": 1404,
|
802 |
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"Philodryas baroni": 1263,
|
803 |
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"Eryx miliaris": 690,
|
804 |
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"Tantilla coronata": 1584,
|
805 |
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"Pituophis vertebralis": 1297,
|
806 |
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"Homalopsis buccata": 800,
|
807 |
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"Pareas formosensis": 1247,
|
808 |
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"Atractus werneri": 147,
|
809 |
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"Leptophis diplotropis": 916,
|
810 |
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"Nerodia rhombifer": 1147,
|
811 |
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"Dendrelaphis cyanochloris": 486,
|
812 |
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"Austrelaps ramsayi": 151,
|
813 |
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"Siphlophis cervinus": 1523,
|
814 |
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"Phyllorhynchus browni": 1289,
|
815 |
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"Thamnophis butleri": 1619,
|
816 |
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"Amerotyphlops reticulatus": 64,
|
817 |
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"Liasis mackloti": 926,
|
818 |
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"Rhabdophis himalayanus": 1442,
|
819 |
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"Clonophis kirtlandii": 352,
|
820 |
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"Suta punctata": 1563,
|
821 |
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"Candoia carinata": 288,
|
822 |
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"Aplopeltura boa": 83,
|
823 |
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"Opisthotropis lateralis": 1196,
|
824 |
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"Oligodon albocinctus": 1161,
|
825 |
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"Thamnophis proximus": 1635,
|
826 |
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"Lampropeltis pyromelana": 877,
|
827 |
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"Tantilla calamarina": 1582,
|
828 |
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"Pseudalsophis steindachneri": 1368,
|
829 |
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"Coniophanes schmidti": 370,
|
830 |
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"Ovophis okinavensis": 1203,
|
831 |
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"Demansia reticulata": 476,
|
832 |
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"Crotalus polystictus": 424,
|
833 |
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"Amblyodipsas microphthalma": 60,
|
834 |
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"Ahaetulla fasciolata": 39,
|
835 |
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"Platyceps ventromaculatus": 1307,
|
836 |
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"Dipsas tenuissima": 554,
|
837 |
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"Tantillita canula": 1604,
|
838 |
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"Prosymna sundevalli": 1325,
|
839 |
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"Asthenodipsas vertebralis": 108,
|
840 |
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"Pantherophis guttatus": 1235,
|
841 |
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"Trimeresurus guoi": 1669,
|
842 |
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"Duberria lutrix": 587,
|
843 |
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"Adelphicos nigrilatum": 16,
|
844 |
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"Ahaetulla borealis": 36,
|
845 |
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"Zamenis situla": 1783,
|
846 |
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"Lycodon capucinus": 951,
|
847 |
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"Hemorrhois ravergieri": 792,
|
848 |
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"Namibiana occidentalis": 1131,
|
849 |
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"Dasypeltis inornata": 467,
|
850 |
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"Prosymna stuhlmanni": 1324,
|
851 |
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"Hydrophis schistosus": 823,
|
852 |
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"Lycodryas pseudogranuliceps": 979,
|
853 |
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"Oxyrhopus guibei": 1221,
|
854 |
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"Hebius beddomei": 759,
|
855 |
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"Ptyas semicarinata": 1417,
|
856 |
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"Bothriechis nigroviridis": 209,
|
857 |
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"Bungarus caeruleus": 256,
|
858 |
+
"Craspedocephalus puniceus": 396,
|
859 |
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"Macroprotodon mauritanicus": 997,
|
860 |
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"Hoplocephalus bitorquatus": 804,
|
861 |
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"Atractus elaps": 124,
|
862 |
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"Chironius flavopictus": 329,
|
863 |
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"Epictia munoai": 650,
|
864 |
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"Daboia palaestinae": 463,
|
865 |
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"Carphophis amoenus": 292,
|
866 |
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"Coelognathus radiatus": 356,
|
867 |
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"Ninia diademata": 1151,
|
868 |
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"Bitis armata": 155,
|
869 |
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"Metlapilcoatlus indomitus": 1033,
|
870 |
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"Rhadinaea flavilata": 1458,
|
871 |
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"Acanthophis cryptamydros": 1,
|
872 |
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"Langaha madagascariensis": 886,
|
873 |
+
"Leptotyphlops scutifrons": 923,
|
874 |
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"Hydrophis major": 819,
|
875 |
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"Eunectes beniensis": 693,
|
876 |
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"Ptyas multicincta": 1415,
|
877 |
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"Rhadinella kinkelini": 1467,
|
878 |
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"Bothrops jonathani": 234,
|
879 |
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"Regina grahamii": 1427,
|
880 |
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"Crotalus tlaloci": 435,
|
881 |
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"Dasypeltis medici": 468,
|
882 |
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"Pseudocerastes persicus": 1383,
|
883 |
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"Boiga kraepelini": 191,
|
884 |
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"Gonyosoma jansenii": 749,
|
885 |
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"Pantherophis vulpinus": 1240,
|
886 |
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920 |
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930 |
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940 |
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"Bothrops alternatus": 221,
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"Calamaria bicolor": 268,
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"Coelognathus flavolineatus": 354,
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"Bothrops oligobalius": 241,
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978 |
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"Aspidura trachyprocta": 102,
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"Indotyphlops albiceps": 848,
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980 |
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"Leptodeira maculata": 900,
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"Cyclocorus lineatus": 455,
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"Lycodon subannulatus": 970,
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"Demansia angusticeps": 471,
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"Pseudorabdion collaris": 1397,
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"Thamnophis ordinoides": 1634,
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"Oxyrhopus occipitalis": 1224,
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"Hydrophis ornatus": 820,
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"Dryophiops philippina": 577,
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"Leptotyphlops nigricans": 922,
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997 |
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"Liopeltis calamaria": 935,
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998 |
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"Agkistrodon contortrix": 29,
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1000 |
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"Conophis vittatus": 372,
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"Lycodon nympha": 962,
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"Leioheterodon madagascariensis": 893,
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1003 |
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"Thamnophis pulchrilatus": 1636,
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1004 |
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"Naja philippinensis": 1123,
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1005 |
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"Drymobius melanotropis": 574,
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1006 |
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"Trimeresurus purpureomaculatus": 1679,
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1007 |
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"Lampropeltis polyzona": 876,
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"Candoia aspera": 286,
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"Philothamnus thomensis": 1281,
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1010 |
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"Eryx colubrinus": 685,
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1011 |
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"Telescopus dhara": 1607,
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1012 |
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"Atractus lasallei": 127,
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1013 |
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"Aspidelaps scutatus": 96,
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1014 |
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"Gongylosoma baliodeira": 744,
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1015 |
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"Uromacer oxyrhynchus": 1723,
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1016 |
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"Xylophis perroteti": 1777,
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1017 |
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"Pseudonaja affinis": 1389,
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1018 |
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"Tantilla semicincta": 1599,
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"Pseudotomodon trigonatus": 1399,
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1020 |
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"Crotalus mictlantecuhtli": 418,
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1021 |
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"Coniophanes lateritius": 366,
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1022 |
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"Trimorphodon tau": 1701,
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"Tropidodipsas annulifera": 1705,
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1024 |
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"Bothrops pubescens": 245,
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"Macroprotodon brevis": 995,
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1026 |
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"Dipsas elegans": 541,
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"Psammophis afroccidentalis": 1336,
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"Apostolepis assimilis": 84,
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"Oxyuranus scutellatus": 1230,
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1032 |
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"Oligodon everetti": 1171,
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1034 |
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"Pareas hamptoni": 1249,
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"Trimeresurus hageni": 1670,
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1036 |
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"Oligodon octolineatus": 1175,
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"Coelognathus helena": 355,
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1038 |
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"Clelia equatoriana": 350,
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"Psammophis lineatus": 1344,
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"Oxybelis microphthalmus": 1209,
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1041 |
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"Rhabdophis helleri": 1441,
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1042 |
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"Borikenophis portoricensis": 203,
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1043 |
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"Calamaria linnaei": 272,
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1044 |
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"Rhabdophis siamensis": 1449,
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1045 |
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"Sibynophis collaris": 1507,
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1046 |
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"Ptyas dhumnades": 1409,
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1047 |
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"Sympholis lippiens": 1568,
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1048 |
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"Mixcoatlus browni": 1087,
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1049 |
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"Liasis fuscus": 925,
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1050 |
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"Pareas margaritophorus": 1252,
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1051 |
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"Chlorosoma laticeps": 343,
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1052 |
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"Malpolon moilensis": 1007,
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1053 |
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"Dipsas ventrimaculata": 558,
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1054 |
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"Naja ashei": 1109,
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1055 |
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"Ithycyphus oursi": 853,
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1056 |
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"Cacophis squamulosus": 266,
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1057 |
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"Phrynonax shropshirei": 1288,
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1058 |
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"Nerodia taxispilota": 1149,
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1059 |
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"Bothriechis bicolor": 205,
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1060 |
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"Denisonia devisi": 523,
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1061 |
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"Uromacer catesbyi": 1722,
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1062 |
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"Philodryas trilineata": 1269,
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1063 |
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"Hydrops triangularis": 827,
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1064 |
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"Homoroselaps dorsalis": 802,
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1065 |
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"Myriopholis macrorhyncha": 1102,
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1066 |
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"Dryophylax hypoconia": 581,
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1067 |
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"Rena maxima": 1433,
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1068 |
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"Storeria victa": 1555,
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1069 |
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"Epicrates crassus": 642,
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1070 |
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"Oxyrhopus trigeminus": 1227,
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1071 |
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"Micrurus ibiboboca": 1063,
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1072 |
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"Hydrophis cyanocinctus": 815,
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1073 |
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"Liopholidophis rhadinaea": 941,
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"Pseudaspis cana": 1369,
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"Oxybelis vittatus": 1213,
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"Sonora occipitalis": 1538,
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"Chironius spixii": 342,
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1078 |
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"Amphiesma monticola": 65,
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"Salvadora bairdi": 1484,
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1080 |
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"Oxybelis koehleri": 1208,
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1081 |
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"Boa sigma": 169,
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"Cacophis harriettae": 264,
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"Geophis nephodrymus": 728,
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"Psammophis mossambicus": 1346,
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1085 |
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"Lachesis acrochorda": 855,
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1086 |
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"Argyrophis muelleri": 90,
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"Sonora taylori": 1542,
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1088 |
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"Amplorhinus multimaculatus": 67,
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"Suta flagellum": 1559,
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"Mesotes strigatus": 1032,
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"Tantilla hobartsmithi": 1589,
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1092 |
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"Amastridium sapperi": 57,
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"Sonora episcopa": 1534,
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1094 |
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"Eirenis collaris": 602,
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1095 |
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"Dibernardia bilineata": 528,
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1096 |
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"Tropidoclonion lineatum": 1704,
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"Oxyrhopus formosus": 1220,
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1098 |
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"Trimerodytes aequifasciatus": 1690,
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1099 |
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"Lytorhynchus ridgewayi": 992,
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1100 |
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"Aspidites melanocephalus": 97,
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1101 |
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"Elaphe quadrivirgata": 618,
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1102 |
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"Pituophis ruthveni": 1296,
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1103 |
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"Salvadora lineata": 1490,
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1104 |
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"Lampropeltis holbrooki": 869,
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1105 |
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"Lampropeltis rhombomaculata": 878,
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1106 |
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"Pareas chinensis": 1246,
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1107 |
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"Boiga siamensis": 198,
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1108 |
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"Leptodeira ornata": 902,
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1109 |
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"Dendrelaphis subocularis": 504,
|
1110 |
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"Diaphorolepis wagneri": 526,
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1111 |
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"Elaphe moellendorffi": 617,
|
1112 |
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"Homalopsis mereljcoxi": 801,
|
1113 |
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"Rhinobothryum bovallii": 1473,
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1114 |
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"Chilabothrus angulifer": 314,
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1115 |
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"Oligodon chinensis": 1167,
|
1116 |
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"Leptodeira ashmeadii": 897,
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1117 |
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"Atheris nitschei": 111,
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1118 |
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"Geophis sartorii": 732,
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1119 |
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"Agkistrodon bilineatus": 27,
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1120 |
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"Naja melanoleuca": 1114,
|
1121 |
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"Imantodes inornatus": 845,
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1122 |
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"Zamenis hohenackeri": 1778,
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1123 |
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"Salvadora intermedia": 1488,
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1124 |
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"Psammophis angolensis": 1337,
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1125 |
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"Fowlea flavipunctata": 707,
|
1126 |
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"Bungarus niger": 262,
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1127 |
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"Oxybelis potosiensis": 1210,
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1128 |
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"Bothriechis lateralis": 207,
|
1129 |
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"Micrurus ruatanus": 1077,
|
1130 |
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"Atractus nicefori": 133,
|
1131 |
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"Oligodon pseudotaeniatus": 1177,
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1132 |
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"Bothriechis aurifer": 204,
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1133 |
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"Coniophanes bipunctatus": 362,
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1134 |
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"Thamnophis couchii": 1623,
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1135 |
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"Micrurus ornatissimus": 1074,
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1136 |
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"Bothrops marmoratus": 236,
|
1137 |
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"Palusophis bifossatus": 1231,
|
1138 |
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"Dipsas pavonina": 549,
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1139 |
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"Geophis brachycephalus": 722,
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1140 |
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"Telescopus tripolitanus": 1610,
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1141 |
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"Lampropeltis multifasciata": 874,
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1142 |
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"Crotalus pusillus": 426,
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1143 |
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"Pseudoxenodon stejnegeri": 1403,
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1144 |
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"Geophis semidoliatus": 733,
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1145 |
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"Tantilla schistosa": 1598,
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1146 |
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"Gonyosoma coeruleum": 747,
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1147 |
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"Suta spectabilis": 1564,
|
1148 |
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"Craspedocephalus malabaricus": 394,
|
1149 |
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"Hydrophis stokesii": 825,
|
1150 |
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"Coniophanes alvarezi": 360,
|
1151 |
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"Lycodon futsingensis": 957,
|
1152 |
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"Sibynophis melanocephalus": 1509,
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1153 |
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"Craspedocephalus borneensis": 391,
|
1154 |
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"Philothamnus battersbyi": 1272,
|
1155 |
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"Zamenis lineatus": 1779,
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1156 |
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"Epictia magnamaculata": 649,
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1157 |
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"Asthenodipsas lasgalenensis": 105,
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1158 |
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"Atractaspis irregularis": 114,
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1159 |
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"Rhabdophis lineatus": 1444,
|
1160 |
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"Taeniophallus brevirostris": 1575,
|
1161 |
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"Gyalopion quadrangulare": 756,
|
1162 |
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"Elaphe climacophora": 613,
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1163 |
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"Micrurus obscurus": 1073,
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1164 |
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"Naja sputatrix": 1127,
|
1165 |
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"Fowlea melanzosta": 709,
|
1166 |
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"Psammophis leightoni": 1342,
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1167 |
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"Lycodon jara": 958,
|
1168 |
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"Python regius": 1423,
|
1169 |
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"Xerotyphlops syriacus": 1774,
|
1170 |
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"Contia tenuis": 379,
|
1171 |
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"Uropeltis phipsonii": 1727,
|
1172 |
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"Metlapilcoatlus nummifer": 1035,
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1173 |
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"Mixcoatlus melanurus": 1088,
|
1174 |
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"Micrurus circinalis": 1048,
|
1175 |
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"Melanophidium khairei": 1030,
|
1176 |
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"Afrotyphlops schmidti": 26,
|
1177 |
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"Galvarinus chilensis": 716,
|
1178 |
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"Tropidophis haetianus": 1718,
|
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"Porthidium dunni": 1313,
|
1180 |
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"Austrelaps labialis": 150,
|
1181 |
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"Thamnophis bogerti": 1617,
|
1182 |
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"Amastridium veliferum": 58,
|
1183 |
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"Atractus pantostictus": 137,
|
1184 |
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"Daboia mauritanica": 462,
|
1185 |
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"Cylindrophis maculatus": 458,
|
1186 |
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"Thamnophis unilabialis": 1645,
|
1187 |
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"Atractus sanctaemartae": 140,
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1188 |
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"Tomodon dorsatus": 1654,
|
1189 |
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"Dendrelaphis caudolineolatus": 484,
|
1190 |
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"Furina diadema": 713,
|
1191 |
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"Daboia siamensis": 465,
|
1192 |
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"Achalinus rufescens": 9,
|
1193 |
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"Achalinus formosanus": 7,
|
1194 |
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"Thamnophis conanti": 1621,
|
1195 |
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"Sonora mutabilis": 1537,
|
1196 |
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"Scaphiophis albopunctatus": 1496,
|
1197 |
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"Ovophis tonkinensis": 1204,
|
1198 |
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"Philodryas agassizii": 1262,
|
1199 |
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"Thamnosophis epistibes": 1647,
|
1200 |
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"Hydrophis spiralis": 824,
|
1201 |
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"Porthidium hespere": 1314,
|
1202 |
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"Pseudechis porphyriacus": 1375,
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1203 |
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"Hemibungarus calligaster": 786,
|
1204 |
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"Psammophis trigrammus": 1356,
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1205 |
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"Pseudocerastes urarachnoides": 1384,
|
1206 |
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"Rhabdophis rhodomelas": 1448,
|
1207 |
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"Boiruna sertaneja": 202,
|
1208 |
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"Elapoidis fusca": 626,
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1209 |
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"Acanthophis pyrrhus": 4,
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1210 |
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"Lygophis dilepis": 986,
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1211 |
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"Sonora cincta": 1533,
|
1212 |
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"Tantilla reticulata": 1595,
|
1213 |
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"Bothrops itapetiningae": 231,
|
1214 |
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"Chilabothrus gracilis": 316,
|
1215 |
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"Stegonotus australis": 1547,
|
1216 |
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"Elapsoidea boulengeri": 628,
|
1217 |
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"Geophis sanniolus": 731,
|
1218 |
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"Suta nigriceps": 1562,
|
1219 |
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"Philothamnus punctatus": 1279,
|
1220 |
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"Boiruna maculata": 201,
|
1221 |
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"Laticauda frontalis": 888,
|
1222 |
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"Xenochrophis trianguligerus": 1756,
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"Dipsas albifrons": 534,
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"Asthenodipsas borneensis": 103,
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"Lygophis elegantissimus": 987,
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"Bothrops pulcher": 246,
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"Lycodryas maculatus": 978,
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"Chironius quadricarinatus": 339,
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1371 |
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"Oligodon calamarius": 1166,
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"Hebius pryeri": 769,
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"Micrurus clarki": 1049,
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"Dolichophis schmidti": 565,
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"Oxybelis rutherfordi": 1211,
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"Ramphotyphlops lineatus": 1426,
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"Lycodon anamallensis": 948,
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"Hydrophis macdowelli": 818,
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"Afrotyphlops lineolatus": 22,
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"Liotyphlops albirostris": 942,
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"Micrurus medemi": 1067,
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"Trimeresurus salazar": 1682,
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"Atractus clarki": 120,
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"Philodryas chamissonis": 1264,
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"Amerotyphlops microstomus": 63,
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"Xenopholis undulatus": 1771,
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1393 |
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"Calliophis bibroni": 278,
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"Dipsas ellipsifera": 542,
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"Sonora mosaueri": 1536,
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"Calamaria septentrionalis": 277,
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"Dendrelaphis ashoki": 480,
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"Cryptophis nigrescens": 448,
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"Dendrelaphis underwoodi": 507,
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1400 |
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"Epictia borapeliotes": 647,
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1401 |
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"Siphlophis worontzowi": 1527,
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1402 |
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"Hypsiglena affinis": 831,
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1403 |
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"Sinomicrurus swinhoei": 1522,
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1404 |
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"Enuliophis sclateri": 637,
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1405 |
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"Synophis lasallei": 1569,
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1406 |
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"Rhabdophis swinhonis": 1451,
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1407 |
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"Thamnophis rossmani": 1638,
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1408 |
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"Achalinus niger": 8,
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"Geophis dugesii": 724,
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1410 |
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"Lycodon flavozonatus": 956,
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"Emydocephalus annulatus": 633,
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1412 |
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"Erythrolamprus viridis": 682,
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1413 |
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"Crotalus transversus": 438,
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1414 |
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"Echis ocellatus": 599,
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1415 |
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"Micrurus steindachneri": 1080,
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1416 |
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"Herpetoreas platyceps": 793,
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"Elapognathus minor": 625,
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"Boiga jaspidea": 190,
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1419 |
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"Echinanthera cyanopleura": 591,
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1420 |
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"Synophis niceforomariae": 1570,
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1421 |
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"Bitis cornuta": 158,
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1422 |
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"Namibiana gracilior": 1130,
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1423 |
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"Bothrops neuwiedi": 240,
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1424 |
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"Phalotris cuyanus": 1256,
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1425 |
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"Lycodon meridionalis": 961,
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1426 |
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"Boiga ochracea": 197,
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"Liodytes pygaea": 933,
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1428 |
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"Ahaetulla anomala": 35,
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1429 |
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"Lampropeltis ruthveni": 879,
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1430 |
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"Tropidophis caymanensis": 1716,
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1431 |
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"Lamprophis fuscus": 884,
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1432 |
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"Atractus carrioni": 118,
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1433 |
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"Indotyphlops porrectus": 850,
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1434 |
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"Bothrops jararacussu": 233,
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1435 |
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"Chironius foveatus": 330,
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1436 |
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"Cylindrophis ruffus": 461,
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1437 |
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"Typhlops jamaicensis": 1720,
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1438 |
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"Rhabdophis flaviceps": 1440,
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1439 |
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"Bothrops fonsecai": 230,
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1440 |
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"Adelphicos visoninum": 19,
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1441 |
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"Phimophis guerini": 1282,
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1442 |
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"Trimerodytes yunnanensis": 1694,
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1443 |
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"Hydrophis peronii": 821,
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1444 |
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"Austrelaps superbus": 152,
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1445 |
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"Atractus wagleri": 146,
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1446 |
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"Atractus trilineatus": 145,
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1447 |
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"Philothamnus dorsalis": 1273,
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1448 |
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"Subsessor bocourti": 1556,
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1449 |
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"Bothrops muriciensis": 239,
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1450 |
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"Naja samarensis": 1124,
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1451 |
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"Calamaria lumbricoidea": 273,
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1452 |
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"Furina barnardi": 712,
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1453 |
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"Morelia bredli": 1096,
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1454 |
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"Phytolopsis punctata": 1291,
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1455 |
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"Boaedon mentalis": 175,
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"Tantilla ruficeps": 1597,
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1457 |
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"Micrurus tschudii": 1083,
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1458 |
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"Taeniophallus nicagus": 1576,
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1459 |
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"Oligodon ornatus": 1176,
|
1460 |
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"Lachesis melanocephala": 856,
|
1461 |
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"Brachyurophis roperi": 254,
|
1462 |
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"Chilabothrus inornatus": 317,
|
1463 |
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"Ahaetulla fusca": 40,
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1464 |
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"Atractus bocki": 117,
|
1465 |
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"Micrurus dissoleucus": 1053,
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1466 |
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"Anilios bicolor": 69,
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1467 |
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"Leptodeira rubricata": 906,
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1468 |
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"Inyoka swazicus": 851,
|
1469 |
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"Pseudonaja inframacula": 1392,
|
1470 |
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"Helicops modestus": 779,
|
1471 |
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"Vermicella annulata": 1732,
|
1472 |
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"Rhinophis oxyrhynchus": 1478,
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1473 |
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"Xenocalamus transvaalensis": 1754,
|
1474 |
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"Hypsirhynchus callilaemus": 838,
|
1475 |
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"Montatheris hindii": 1089,
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1476 |
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"Crisantophis nevermanni": 401,
|
1477 |
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"Erythrolamprus vitti": 683,
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1478 |
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"Atractus atratus": 115,
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1479 |
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"Dendrelaphis chairecacos": 485,
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1480 |
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"Tantilla cuniculator": 1586,
|
1481 |
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"Bothrops pictus": 244,
|
1482 |
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"Atractus zebrinus": 148,
|
1483 |
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"Hoplocephalus bungaroides": 805,
|
1484 |
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"Oligodon tillacki": 1185,
|
1485 |
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"Liotyphlops bondensis": 944,
|
1486 |
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"Tachymenis ocellata": 1572,
|
1487 |
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"Grypotyphlops acutus": 754,
|
1488 |
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"Ahaetulla oxyrhynca": 45,
|
1489 |
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"Pseudoferania polylepis": 1386,
|
1490 |
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"Micrurus diutius": 1055,
|
1491 |
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"Liotyphlops beui": 943,
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1492 |
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"Adelphostigma occipitalis": 20,
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1493 |
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"Metlapilcoatlus occiduus": 1036,
|
1494 |
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"Calabaria reinhardtii": 267,
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1495 |
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"Bothrops venezuelensis": 249,
|
1496 |
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"Elapsoidea sundevallii": 632,
|
1497 |
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"Elapognathus coronatus": 624,
|
1498 |
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"Hemirhagerrhis hildebrandtii": 787,
|
1499 |
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"Argyrophis diardii": 89,
|
1500 |
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"Ahaetulla nasuta": 44,
|
1501 |
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"Chironius gouveai": 332,
|
1502 |
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"Erythrolamprus ocellatus": 671,
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1503 |
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"Toxicodryas vexator": 1656,
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1504 |
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"Naja fuxi": 1111,
|
1505 |
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"Leptophis modestus": 918,
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1506 |
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"Erythrolamprus pseudocorallus": 674,
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1507 |
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"Dipsas williamsi": 560,
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1508 |
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"Cryophis hallbergi": 446,
|
1509 |
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"Suta gouldii": 1560,
|
1510 |
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"Elaphe urartica": 623,
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1511 |
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"Coniophanes andresensis": 361,
|
1512 |
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"Micrurus narduccii": 1071,
|
1513 |
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"Trilepida macrolepis": 1660,
|
1514 |
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"Elaphe davidi": 614,
|
1515 |
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"Micrurus camilae": 1047,
|
1516 |
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"Thamnodynastes sertanejo": 1614,
|
1517 |
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"Leptotyphlops sylvicolus": 924,
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1518 |
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"Elaphe cantoris": 611,
|
1519 |
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"Hydrodynastes bicinctus": 809,
|
1520 |
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"Elaphe hodgsoni": 616,
|
1521 |
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"Aparallactus guentheri": 81,
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1522 |
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"Boiga multifasciata": 193,
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1523 |
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"Pseudechis weigeli": 1376,
|
1524 |
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"Porthidium arcosae": 1312,
|
1525 |
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"Pseudechis pailsei": 1374,
|
1526 |
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"Atractus obesus": 134,
|
1527 |
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"Fowlea asperrima": 705,
|
1528 |
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"Eirenis levantinus": 604,
|
1529 |
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"Boiga flaviviridis": 186,
|
1530 |
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"Atractus modestus": 132,
|
1531 |
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"Cryptophis pallidiceps": 450,
|
1532 |
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"Saphenophis boursieri": 1494,
|
1533 |
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"Dendrelaphis wickrorum": 509,
|
1534 |
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"Enhydris subtaeniata": 636,
|
1535 |
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"Pareas stanleyi": 1255,
|
1536 |
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"Causus resimus": 297,
|
1537 |
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"Alopecion guttatum": 51,
|
1538 |
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"Craspedocephalus travancoricus": 398,
|
1539 |
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"Vipera lotievi": 1743,
|
1540 |
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"Boaedon mendesi": 174,
|
1541 |
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"Trimeresurus yunnanensis": 1689,
|
1542 |
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"Micrurus proximans": 1075,
|
1543 |
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"Liopeltis tricolor": 936,
|
1544 |
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"Trimeresurus septentrionalis": 1684,
|
1545 |
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"Bothriechis thalassinus": 213,
|
1546 |
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"Geophis bicolor": 721,
|
1547 |
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"Hormonotus modestus": 807,
|
1548 |
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"Demansia quaesitor": 475,
|
1549 |
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"Dendrelaphis vogeli": 508,
|
1550 |
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"Oxyrhopus erdisii": 1218,
|
1551 |
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"Rhabdophis leonardi": 1443,
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1552 |
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"Rhadinaea montana": 1463,
|
1553 |
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"Psomophis genimaculatus": 1405,
|
1554 |
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"Pseudoxenodon bambusicola": 1400,
|
1555 |
+
"Atractus occipitoalbus": 136,
|
1556 |
+
"Masticophis aurigulus": 1011,
|
1557 |
+
"Dendrelaphis bifrenalis": 481,
|
1558 |
+
"Conopsis acuta": 373,
|
1559 |
+
"Micropechis ikaheca": 1039,
|
1560 |
+
"Erythrolamprus sagittifer": 678,
|
1561 |
+
"Philothamnus irregularis": 1275,
|
1562 |
+
"Pareas berdmorei": 1243,
|
1563 |
+
"Thamnophis copei": 1622,
|
1564 |
+
"Atractus reticulatus": 139,
|
1565 |
+
"Lycodonomorphus laevissimus": 976,
|
1566 |
+
"Epictia australis": 646,
|
1567 |
+
"Dendrelaphis nigroserratus": 497,
|
1568 |
+
"Bothrocophias andianus": 214,
|
1569 |
+
"Pseudoxenodon inornatus": 1401,
|
1570 |
+
"Acrochordus javanicus": 15,
|
1571 |
+
"Arrhyton redimitum": 93,
|
1572 |
+
"Naja pallida": 1121,
|
1573 |
+
"Trimeresurus andersonii": 1663,
|
1574 |
+
"Crotalus unicolor": 441,
|
1575 |
+
"Platyceps gracilis": 1301,
|
1576 |
+
"Prosymna janii": 1322,
|
1577 |
+
"Neelaps bimaculatus": 1139,
|
1578 |
+
"Dendrelaphis modestus": 495,
|
1579 |
+
"Tachymenis trigonatus": 1574,
|
1580 |
+
"Lycodon butleri": 950,
|
1581 |
+
"Hydrophis lapemoides": 817,
|
1582 |
+
"Drysdalia mastersii": 585,
|
1583 |
+
"Dibernardia affinis": 527,
|
1584 |
+
"Oligodon ancorus": 1162,
|
1585 |
+
"Calliophis nigrotaeniatus": 284,
|
1586 |
+
"Leptotyphlops incognitus": 921,
|
1587 |
+
"Bothrocophias lojanus": 217,
|
1588 |
+
"Atractus snethlageae": 142,
|
1589 |
+
"Oxyuranus microlepidotus": 1229,
|
1590 |
+
"Afrotyphlops obtusus": 24,
|
1591 |
+
"Rhabdophis conspicillatus": 1439,
|
1592 |
+
"Bothrops cotiara": 227,
|
1593 |
+
"Platyceps rogersi": 1306,
|
1594 |
+
"Oligodon russelius": 1179,
|
1595 |
+
"Atractus sanguineus": 141,
|
1596 |
+
"Tantilla striata": 1600,
|
1597 |
+
"Alsophis danforthi": 53,
|
1598 |
+
"Myron richardsonii": 1103,
|
1599 |
+
"Calliophis melanurus": 282,
|
1600 |
+
"Psammophis sudanensis": 1354,
|
1601 |
+
"Erythrolamprus cobella": 662,
|
1602 |
+
"Atractus fuliginosus": 126,
|
1603 |
+
"Dendrelaphis philippinensis": 498,
|
1604 |
+
"Chilabothrus chrysogaster": 315,
|
1605 |
+
"Rena boettgeri": 1429,
|
1606 |
+
"Cerberus australis": 304,
|
1607 |
+
"Geophis talamancae": 734,
|
1608 |
+
"Zamenis persicus": 1781,
|
1609 |
+
"Eryx muelleri": 691,
|
1610 |
+
"Phisalixella variabilis": 1285,
|
1611 |
+
"Micrurus bocourti": 1045,
|
1612 |
+
"Oxybelis transandinus": 1212,
|
1613 |
+
"Trimeresurus kanburiensis": 1672,
|
1614 |
+
"Cylindrophis burmanus": 456,
|
1615 |
+
"Erythrolamprus macrosomus": 667,
|
1616 |
+
"Eirenis punctatolineatus": 608,
|
1617 |
+
"Dryophylax gambotensis": 580,
|
1618 |
+
"Sinomicrurus annularis": 1518,
|
1619 |
+
"Gonyosoma frenatum": 748,
|
1620 |
+
"Hebius octolineatus": 767,
|
1621 |
+
"Ninia teresitae": 1157,
|
1622 |
+
"Pythonodipsas carinata": 1425,
|
1623 |
+
"Platyceps karelini": 1302,
|
1624 |
+
"Pseudalsophis dorsalis": 1363,
|
1625 |
+
"Oligodon signatus": 1180,
|
1626 |
+
"Leiopython albertisii": 895,
|
1627 |
+
"Siphlophis pulcher": 1526,
|
1628 |
+
"Geophis annuliferus": 719,
|
1629 |
+
"Psomophis joberti": 1406,
|
1630 |
+
"Corallus grenadensis": 384,
|
1631 |
+
"Cryptophis nigrostriatus": 449,
|
1632 |
+
"Trimeresurus kuiburi": 1673,
|
1633 |
+
"Trilepida joshuai": 1659,
|
1634 |
+
"Conopsis megalodon": 376,
|
1635 |
+
"Tropidodryas serra": 1710,
|
1636 |
+
"Pareas niger": 1254,
|
1637 |
+
"Atractus titanicus": 143,
|
1638 |
+
"Hebius popei": 768,
|
1639 |
+
"Geophis mutitorques": 727,
|
1640 |
+
"Leptophis cupreus": 914,
|
1641 |
+
"Lycodon tristrigatus": 973,
|
1642 |
+
"Oxyrhopus fitzingeri": 1219,
|
1643 |
+
"Achalinus spinalis": 10,
|
1644 |
+
"Mussurana bicolor": 1100,
|
1645 |
+
"Erythrolamprus ceii": 661,
|
1646 |
+
"Agkistrodon howardgloydi": 30,
|
1647 |
+
"Dipsas gaigeae": 543,
|
1648 |
+
"Craspedocephalus anamallensis": 389,
|
1649 |
+
"Boiga bengkuluensis": 180,
|
1650 |
+
"Boiga guangxiensis": 188,
|
1651 |
+
"Erythrolamprus pygmaeus": 676,
|
1652 |
+
"Oligodon cyclurus": 1169,
|
1653 |
+
"Hebius craspedogaster": 761,
|
1654 |
+
"Vipera graeca": 1740,
|
1655 |
+
"Rhamnophis aethiopissa": 1470,
|
1656 |
+
"Atractus duboisi": 122,
|
1657 |
+
"Echinanthera undulata": 593,
|
1658 |
+
"Dasypeltis atra": 466,
|
1659 |
+
"Lycodon septentrionalis": 968,
|
1660 |
+
"Ptyas nigromarginata": 1416,
|
1661 |
+
"Lycodonomorphus bicolor": 974,
|
1662 |
+
"Ahaetulla dispar": 37,
|
1663 |
+
"Oligodon mouhoti": 1174,
|
1664 |
+
"Dipsadoboa flavida": 532,
|
1665 |
+
"Gloydius changdaoensis": 738,
|
1666 |
+
"Tantilla boipiranga": 1581,
|
1667 |
+
"Psammophis biseriatus": 1338,
|
1668 |
+
"Macroprotodon cucullatus": 996,
|
1669 |
+
"Xenoxybelis boulengeri": 1773,
|
1670 |
+
"Hypsiglena slevini": 835,
|
1671 |
+
"Atractus chthonius": 119,
|
1672 |
+
"Liophidium rhodogaster": 938,
|
1673 |
+
"Stegonotus batjanensis": 1548,
|
1674 |
+
"Pseudechis colletti": 1372,
|
1675 |
+
"Grayia ornata": 752,
|
1676 |
+
"Bogertophis rosaliae": 176,
|
1677 |
+
"Anilios torresianus": 75,
|
1678 |
+
"Cantoria violacea": 290,
|
1679 |
+
"Hemorrhois algirus": 789,
|
1680 |
+
"Hydrelaps darwiniensis": 808,
|
1681 |
+
"Atractus badius": 116,
|
1682 |
+
"Erythrolamprus pseudoreginae": 675,
|
1683 |
+
"Psammophis elegans": 1341,
|
1684 |
+
"Dendrelaphis fuliginosus": 488,
|
1685 |
+
"Echinanthera melanostigma": 592,
|
1686 |
+
"Omoadiphas aurula": 1186,
|
1687 |
+
"Dibernardia poecilopogon": 529,
|
1688 |
+
"Boiga thackerayi": 199,
|
1689 |
+
"Pseudonaja guttata": 1391,
|
1690 |
+
"Xylophis captaini": 1776,
|
1691 |
+
"Telescopus beetzi": 1606,
|
1692 |
+
"Psammophylax variabilis": 1360,
|
1693 |
+
"Oligodon theobaldi": 1184,
|
1694 |
+
"Apostolepis sanctaeritae": 87,
|
1695 |
+
"Lycodon rosozonatus": 964,
|
1696 |
+
"Simoselaps littoralis": 1517,
|
1697 |
+
"Madagascarophis meridionalis": 1001,
|
1698 |
+
"Thamnodynastes gambotensis": 1611,
|
1699 |
+
"Cylindrophis opisthorhodus": 460,
|
1700 |
+
"Duberria rhodesiana": 588,
|
1701 |
+
"Naja peroescobari": 1122,
|
1702 |
+
"Dendrophidion graciliverpa": 519,
|
1703 |
+
"Craspedocephalus rubeus": 397,
|
1704 |
+
"Arrhyton taeniatum": 94,
|
1705 |
+
"Suta monachus": 1561,
|
1706 |
+
"Opisthotropis latouchii": 1197,
|
1707 |
+
"Pareas monticola": 1253,
|
1708 |
+
"Pseudechis butleri": 1371,
|
1709 |
+
"Dipsas pratti": 550,
|
1710 |
+
"Denisonia maculata": 524,
|
1711 |
+
"Micrurus spixii": 1079,
|
1712 |
+
"Gongylosoma scriptum": 745,
|
1713 |
+
"Asthenodipsas tropidonotus": 107,
|
1714 |
+
"Eirenis decemlineatus": 603,
|
1715 |
+
"Rhadinaea marcellae": 1462,
|
1716 |
+
"Platyplectrurus madurensis": 1308,
|
1717 |
+
"Spalerosophis dolichospilus": 1544,
|
1718 |
+
"Prosymna bivittata": 1320,
|
1719 |
+
"Uropeltis ceylanica": 1724,
|
1720 |
+
"Crotaphopeltis tornieri": 445,
|
1721 |
+
"Demansia calodera": 472,
|
1722 |
+
"Sonora straminea": 1541,
|
1723 |
+
"Dendrophidion apharocybe": 514,
|
1724 |
+
"Drymobius rhombifer": 575,
|
1725 |
+
"Dipsadoboa unicolor": 533,
|
1726 |
+
"Montivipera bulgardaghica": 1091,
|
1727 |
+
"Ficimia hardyi": 700,
|
1728 |
+
"Dendrelaphis striolatus": 503,
|
1729 |
+
"Cubatyphlops perimychus": 451,
|
1730 |
+
"Psammophis praeornatus": 1350,
|
1731 |
+
"Oligodon deuvei": 1170,
|
1732 |
+
"Dendrelaphis terrificus": 505,
|
1733 |
+
"Atractus flammigerus": 125,
|
1734 |
+
"Alsophis antiguae": 52,
|
1735 |
+
"Argyrogena fasciolata": 88,
|
1736 |
+
"Azemiops feae": 153,
|
1737 |
+
"Micrurus langsdorffi": 1064,
|
1738 |
+
"Calamaria schmidti": 276,
|
1739 |
+
"Opisthotropis cheni": 1194,
|
1740 |
+
"Sinomicrurus kelloggi": 1519,
|
1741 |
+
"Xenopeltis hainanensis": 1768,
|
1742 |
+
"Erpeton tentaculatum": 656,
|
1743 |
+
"Oligodon affinis": 1160,
|
1744 |
+
"Phimophis vittatus": 1284,
|
1745 |
+
"Anilios proximus": 74,
|
1746 |
+
"Micrelaps muelleri": 1038,
|
1747 |
+
"Plectrurus perroteti": 1309,
|
1748 |
+
"Symphimus leucostomus": 1566,
|
1749 |
+
"Atractus torquatus": 144,
|
1750 |
+
"Dendrophidion brunneum": 516,
|
1751 |
+
"Hydrops martii": 826,
|
1752 |
+
"Ovophis convictus": 1200,
|
1753 |
+
"Simoselaps anomalus": 1515,
|
1754 |
+
"Psammophis aegyptius": 1335,
|
1755 |
+
"Platyceps bholanathi": 1299,
|
1756 |
+
"Ptyas dipsas": 1410,
|
1757 |
+
"Protobothrops tokarensis": 1332,
|
1758 |
+
"Hebius deschauenseei": 762,
|
1759 |
+
"Boiga barnesii": 178,
|
1760 |
+
"Trimeresurus schultzei": 1683,
|
1761 |
+
"Rhadinella serperaster": 1469,
|
1762 |
+
"Tantilla gottei": 1587,
|
1763 |
+
"Alsophis rijgersmaei": 54,
|
1764 |
+
"Epictia tesselata": 654,
|
1765 |
+
"Liophidium mayottensis": 937,
|
1766 |
+
"Bothrocophias myersi": 219,
|
1767 |
+
"Dryophylax paraguanae": 582,
|
1768 |
+
"Xenodon matogrossensis": 1761,
|
1769 |
+
"Calamaria grabowskyi": 270,
|
1770 |
+
"Tropidolaemus laticinctus": 1712,
|
1771 |
+
"Dipsas sazimai": 552,
|
1772 |
+
"Rhadinaea myersi": 1464,
|
1773 |
+
"Salomonelaps par": 1483,
|
1774 |
+
"Rhabdops aquaticus": 1453,
|
1775 |
+
"Tropidophis greenwayi": 1717,
|
1776 |
+
"Philothamnus macrops": 1276,
|
1777 |
+
"Imantodes chocoensis": 843,
|
1778 |
+
"Rhabdophis auriculatus": 1435,
|
1779 |
+
"Adelphicos veraepacis": 18,
|
1780 |
+
"Craspedocephalus wiroti": 400,
|
1781 |
+
"Eirenis occidentalis": 607,
|
1782 |
+
"Thamnophis lineri": 1631,
|
1783 |
+
"Platyceps plinii": 1304,
|
1784 |
+
"Hydrophis caerulescens": 812,
|
1785 |
+
"Siphlophis longicaudatus": 1525
|
1786 |
+
}
|
script.py
CHANGED
@@ -5,44 +5,94 @@ import os
|
|
5 |
from tqdm import tqdm
|
6 |
import timm
|
7 |
import torchvision.transforms as T
|
|
|
|
|
|
|
8 |
from PIL import Image
|
9 |
import torch
|
10 |
-
|
11 |
-
|
|
|
|
|
12 |
#%%
|
13 |
# %%
|
14 |
|
15 |
|
|
|
|
|
|
|
16 |
def is_gpu_available():
|
17 |
"""Check if the python package `onnxruntime-gpu` is installed."""
|
18 |
return torch.cuda.is_available()
|
19 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
20 |
|
21 |
class PytorchWorker:
|
22 |
|
23 |
def __init__(self):
|
24 |
-
|
25 |
def _load_model():
|
26 |
-
|
27 |
print("Setting up Pytorch Model")
|
28 |
-
|
29 |
print(f"Using devide: {self.device}")
|
|
|
|
|
|
|
|
|
30 |
|
31 |
-
|
32 |
-
model = HieraForImageClassification.from_pretrained("./hiera_model/", num_labels =1784 ).to(self.device).eval()
|
33 |
-
|
34 |
-
return model, image_processor
|
35 |
-
|
36 |
-
self.model, self.image_processor = _load_model()
|
37 |
|
38 |
def predict_image(self, image: np.ndarray) -> list():
|
39 |
"""Run inference using ONNX runtime.
|
40 |
:param image: Input image as numpy array.
|
41 |
:return: A list with logits and confidences.
|
42 |
"""
|
43 |
-
|
44 |
-
outputs = self.model(
|
45 |
-
logits = outputs
|
46 |
return logits.tolist()
|
47 |
|
48 |
|
@@ -50,16 +100,14 @@ def make_submission(test_metadata, model_path, model_name, output_csv_path="./su
|
|
50 |
"""Make submission with given """
|
51 |
|
52 |
model = PytorchWorker()
|
53 |
-
|
54 |
predictions = []
|
55 |
-
for
|
56 |
-
|
57 |
-
|
58 |
-
|
59 |
-
|
60 |
-
|
61 |
-
|
62 |
-
predictions.append(np.argmax(logits))
|
63 |
|
64 |
test_metadata["class_id"] = predictions
|
65 |
|
@@ -86,18 +134,29 @@ if __name__ == "__main__":
|
|
86 |
model_name=MODEL_NAME
|
87 |
)
|
88 |
|
89 |
-
#%%
|
90 |
# import requests
|
91 |
# image = Image.open(requests.get("http://images.cocodataset.org/val2017/000000039769.jpg", stream=True).raw)
|
92 |
# # %%
|
93 |
-
# image
|
94 |
# # %%
|
95 |
# model= PytorchWorker()
|
96 |
# # %%
|
97 |
-
# output = model.predict_image(image)
|
98 |
# # %%
|
99 |
# output
|
100 |
# # %%
|
101 |
# import numpy as np
|
102 |
# np.argmax(output)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
103 |
# %%
|
|
|
5 |
from tqdm import tqdm
|
6 |
import timm
|
7 |
import torchvision.transforms as T
|
8 |
+
import timm,wandb,albumentations as A
|
9 |
+
from albumentations.pytorch import ToTensorV2
|
10 |
+
|
11 |
from PIL import Image
|
12 |
import torch
|
13 |
+
import torch.nn as nn
|
14 |
+
import json
|
15 |
+
# from transformers import AutoImageProcessor
|
16 |
+
# from create_model import HieraForImageClassification
|
17 |
#%%
|
18 |
# %%
|
19 |
|
20 |
|
21 |
+
SZ = 224
|
22 |
+
LABELS = json.load(open("./labels_class_map_rev.json"))
|
23 |
+
ORIGINAL_LABELS = json.load(open("./original_mapping.json"))
|
24 |
def is_gpu_available():
|
25 |
"""Check if the python package `onnxruntime-gpu` is installed."""
|
26 |
return torch.cuda.is_available()
|
27 |
|
28 |
+
VALID_AUG = A.Compose([
|
29 |
+
A.SmallestMaxSize(max_size=SZ + 16, p=1.0),
|
30 |
+
A.CenterCrop(height=SZ, width=SZ, p=1.0),
|
31 |
+
A.Normalize(),
|
32 |
+
ToTensorV2(),
|
33 |
+
])
|
34 |
+
|
35 |
+
|
36 |
+
class LoadImagesAndLabels(torch.utils.data.Dataset):
|
37 |
+
|
38 |
+
def __init__(self, df, transforms, mode='train'):
|
39 |
+
self.df = df
|
40 |
+
self.transforms = transforms
|
41 |
+
self.mode = mode
|
42 |
+
|
43 |
+
def __len__(self): return len(self.df)
|
44 |
+
|
45 |
+
def __getitem__(self,index):
|
46 |
+
row = self.df.iloc[index]
|
47 |
+
image_path = str(row.filename)
|
48 |
+
image_path="/tmp/data/private_testset"
|
49 |
+
image_path = os.path.join(images_root_path, str(row.filename))
|
50 |
+
img = Image.open(image_path).convert("RGB")
|
51 |
+
img = np.array(img)
|
52 |
+
|
53 |
+
if self.transforms is not None:
|
54 |
+
img = self.transforms(image=img)['image']
|
55 |
+
|
56 |
+
if self.mode == 'test':
|
57 |
+
return img
|
58 |
+
|
59 |
+
label = torch.tensor(labels_class_map[row.binomial_name]).long()
|
60 |
+
return img, label
|
61 |
+
|
62 |
+
def get_corn_model(model_name, pretrained=True, **kwargs):
|
63 |
+
model = timm.create_model(model_name, pretrained=pretrained, **kwargs)
|
64 |
+
model = nn.Sequential(
|
65 |
+
model,
|
66 |
+
nn.Dropout(0.15),
|
67 |
+
nn.Linear(model.num_classes, model.num_classes * 2) ,
|
68 |
+
nn.Linear(model.num_classes * 2, len(LABELS))
|
69 |
+
|
70 |
+
)
|
71 |
+
return model
|
72 |
|
73 |
class PytorchWorker:
|
74 |
|
75 |
def __init__(self):
|
76 |
+
self.device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")
|
77 |
def _load_model():
|
|
|
78 |
print("Setting up Pytorch Model")
|
79 |
+
|
80 |
print(f"Using devide: {self.device}")
|
81 |
+
model = get_corn_model("vit_base_patch16_224", pretrained=False)
|
82 |
+
model_ckpt = torch.load("./NB_EXP_V2_008/vit_base_patch16_224_224_bs32_ep16_lr6e05_wd0.05_mixup_cutmix_CV_0.pth", map_location=self.device)
|
83 |
+
model.load_state_dict(model_ckpt)
|
84 |
+
return model.to(self.device)
|
85 |
|
86 |
+
self.model = _load_model()
|
|
|
|
|
|
|
|
|
|
|
87 |
|
88 |
def predict_image(self, image: np.ndarray) -> list():
|
89 |
"""Run inference using ONNX runtime.
|
90 |
:param image: Input image as numpy array.
|
91 |
:return: A list with logits and confidences.
|
92 |
"""
|
93 |
+
image = image.to(self.device)
|
94 |
+
outputs = self.model(image.unsqueeze(dim = 0))
|
95 |
+
logits = outputs
|
96 |
return logits.tolist()
|
97 |
|
98 |
|
|
|
100 |
"""Make submission with given """
|
101 |
|
102 |
model = PytorchWorker()
|
103 |
+
data = LoadImagesAndLabels(test_metadata, VALID_AUG, mode='test')
|
104 |
predictions = []
|
105 |
+
for image in data:
|
106 |
+
output = model.predict_image(image)
|
107 |
+
string_label_dup = LABELS.get(str(np.argmax(output)), 'Acanthophis antarcticus')
|
108 |
+
prediction_class = ORIGINAL_LABELS.get(string_label_dup, 1)
|
109 |
+
predictions.append(np.argmax(prediction_class))
|
110 |
+
|
|
|
|
|
111 |
|
112 |
test_metadata["class_id"] = predictions
|
113 |
|
|
|
134 |
model_name=MODEL_NAME
|
135 |
)
|
136 |
|
137 |
+
# #%%
|
138 |
# import requests
|
139 |
# image = Image.open(requests.get("http://images.cocodataset.org/val2017/000000039769.jpg", stream=True).raw)
|
140 |
# # %%
|
141 |
+
# image = VALID_AUG(image=np.array(image))['image']
|
142 |
# # %%
|
143 |
# model= PytorchWorker()
|
144 |
# # %%
|
145 |
+
# output = model.predict_image(image.unsqueeze(dim =0 ))
|
146 |
# # %%
|
147 |
# output
|
148 |
# # %%
|
149 |
# import numpy as np
|
150 |
# np.argmax(output)
|
151 |
+
# # %%
|
152 |
+
# df = pd.DataFrame()
|
153 |
+
# df["filename"] = ['sample.png']
|
154 |
+
# # %%
|
155 |
+
# make_submission(
|
156 |
+
# test_metadata=df,
|
157 |
+
# model_path="MODEL_PATH",
|
158 |
+
# model_name="MODEL_NAME"
|
159 |
+
# )
|
160 |
+
# %%
|
161 |
+
|
162 |
# %%
|