File size: 6,414 Bytes
635e317
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
---
dataset_info:
- config_name: Kenya
  features:
  - name: hotspot_id
    dtype: string
  - name: lon
    dtype: float32
  - name: lat
    dtype: float32
  - name: sat_imagery_path
    dtype: string
  - name: environmental_path
    dtype: string
  - name: target_path
    dtype: string
  - name: bio_1
    dtype: float32
  - name: bio_2
    dtype: float32
  - name: bio_3
    dtype: float32
  - name: bio_4
    dtype: float32
  - name: bio_5
    dtype: float32
  - name: bio_6
    dtype: float32
  - name: bio_7
    dtype: float32
  - name: bio_8
    dtype: float32
  - name: bio_9
    dtype: float32
  - name: bio_10
    dtype: float32
  - name: bio_11
    dtype: float32
  - name: bio_12
    dtype: float32
  - name: bio_13
    dtype: float32
  - name: bio_14
    dtype: float32
  - name: bio_15
    dtype: float32
  - name: bio_16
    dtype: float32
  - name: bio_17
    dtype: float32
  - name: bio_18
    dtype: float32
  - name: bio_19
    dtype: float32
  - name: num_complete_checklists
    dtype: int32
  - name: split
    dtype: string
  splits:
  - name: train
    num_bytes: 1229383
    num_examples: 6481
  - name: val
    num_bytes: 40680
    num_examples: 218
  - name: test
    num_bytes: 351220
    num_examples: 1852
  download_size: 750343
  dataset_size: 1621283
- config_name: South_Africa
  features:
  - name: hotspot_id
    dtype: string
  - name: lon
    dtype: float32
  - name: lat
    dtype: float32
  - name: sat_imagery_path
    dtype: string
  - name: environmental_path
    dtype: string
  - name: target_path
    dtype: string
  - name: bio_1
    dtype: float32
  - name: bio_2
    dtype: float32
  - name: bio_3
    dtype: float32
  - name: bio_4
    dtype: float32
  - name: bio_5
    dtype: float32
  - name: bio_6
    dtype: float32
  - name: bio_7
    dtype: float32
  - name: bio_8
    dtype: float32
  - name: bio_9
    dtype: float32
  - name: bio_10
    dtype: float32
  - name: bio_11
    dtype: float32
  - name: bio_12
    dtype: float32
  - name: bio_13
    dtype: float32
  - name: bio_14
    dtype: float32
  - name: bio_15
    dtype: float32
  - name: bio_16
    dtype: float32
  - name: bio_17
    dtype: float32
  - name: bio_18
    dtype: float32
  - name: bio_19
    dtype: float32
  - name: num_complete_checklists
    dtype: int32
  - name: split
    dtype: string
  splits:
  - name: train
    num_bytes: 1018328
    num_examples: 5372
  - name: val
    num_bytes: 111978
    num_examples: 599
  - name: test
    num_bytes: 127276
    num_examples: 672
  download_size: 790077
  dataset_size: 1257582
- config_name: Species_ID
  features:
  - name: scientific_name
    dtype: string
  - name: ebird_code
    dtype: string
  - name: inat_preview
    dtype: string
  splits:
  - name: Kenya
    num_bytes: 59294
    num_examples: 755
  - name: South_Africa
    num_bytes: 59294
    num_examples: 755
  - name: USA
    num_bytes: 50330
    num_examples: 670
  download_size: 73253
  dataset_size: 168918
- config_name: USA_Summer
  features:
  - name: hotspot_id
    dtype: string
  - name: lon
    dtype: float32
  - name: lat
    dtype: float32
  - name: sat_imagery_path
    dtype: string
  - name: environmental_path
    dtype: string
  - name: target_path
    dtype: string
  - name: bio_1
    dtype: float32
  - name: bio_2
    dtype: float32
  - name: bio_3
    dtype: float32
  - name: bio_4
    dtype: float32
  - name: bio_5
    dtype: float32
  - name: bio_6
    dtype: float32
  - name: bio_7
    dtype: float32
  - name: bio_8
    dtype: float32
  - name: bio_9
    dtype: float32
  - name: bio_10
    dtype: float32
  - name: bio_11
    dtype: float32
  - name: bio_12
    dtype: float32
  - name: bio_13
    dtype: float32
  - name: bio_14
    dtype: float32
  - name: bio_15
    dtype: float32
  - name: bio_16
    dtype: float32
  - name: bio_17
    dtype: float32
  - name: bio_18
    dtype: float32
  - name: bio_19
    dtype: float32
  - name: num_complete_checklists
    dtype: int32
  - name: split
    dtype: string
  splits:
  - name: train
    num_bytes: 10974962
    num_examples: 58750
  - name: val
    num_bytes: 4617956
    num_examples: 24932
  - name: test
    num_bytes: 2757331
    num_examples: 14761
  download_size: 12090076
  dataset_size: 18350249
- config_name: USA_Winter
  features:
  - name: hotspot_id
    dtype: string
  - name: lon
    dtype: float32
  - name: lat
    dtype: float32
  - name: sat_imagery_path
    dtype: string
  - name: environmental_path
    dtype: string
  - name: target_path
    dtype: string
  - name: bio_1
    dtype: float32
  - name: bio_2
    dtype: float32
  - name: bio_3
    dtype: float32
  - name: bio_4
    dtype: float32
  - name: bio_5
    dtype: float32
  - name: bio_6
    dtype: float32
  - name: bio_7
    dtype: float32
  - name: bio_8
    dtype: float32
  - name: bio_9
    dtype: float32
  - name: bio_10
    dtype: float32
  - name: bio_11
    dtype: float32
  - name: bio_12
    dtype: float32
  - name: bio_13
    dtype: float32
  - name: bio_14
    dtype: float32
  - name: bio_15
    dtype: float32
  - name: bio_16
    dtype: float32
  - name: bio_17
    dtype: float32
  - name: bio_18
    dtype: float32
  - name: bio_19
    dtype: float32
  - name: num_complete_checklists
    dtype: int32
  - name: split
    dtype: string
  splits:
  - name: train
    num_bytes: 4276422
    num_examples: 22962
  - name: val
    num_bytes: 3176674
    num_examples: 17173
  - name: test
    num_bytes: 1069669
    num_examples: 5747
  download_size: 5654792
  dataset_size: 8522765
configs:
- config_name: Kenya
  data_files:
  - split: train
    path: Kenya/train-*
  - split: val
    path: Kenya/val-*
  - split: test
    path: Kenya/test-*
- config_name: South_Africa
  data_files:
  - split: train
    path: South_Africa/train-*
  - split: val
    path: South_Africa/val-*
  - split: test
    path: South_Africa/test-*
- config_name: Species_ID
  data_files:
  - split: Kenya
    path: Species_ID/Kenya-*
  - split: South_Africa
    path: Species_ID/South_Africa-*
  - split: USA
    path: Species_ID/USA-*
  default: true
- config_name: USA_Summer
  data_files:
  - split: train
    path: USA_Summer/train-*
  - split: val
    path: USA_Summer/val-*
  - split: test
    path: USA_Summer/test-*
- config_name: USA_Winter
  data_files:
  - split: train
    path: USA_Winter/train-*
  - split: val
    path: USA_Winter/val-*
  - split: test
    path: USA_Winter/test-*
---