Hugging Face's logo

Datasets:
mikeboss
/
FIP1

Tasks:
Time Series Forecasting
Feature Extraction
Tabular Regression
Modalities:
Image
Tabular
Text
Formats:
parquet
Size:
1K - 10K
Tags:
phenotyping
wheat
plant
regression
trait
pheno
DOI:
Libraries:
Datasets
Dask
License:
Dataset card Data Studio Files Community
1
mikeboss commited on
Commit
2de4a2f
·
verified ·
1 Parent(s): 9400d26

Upload dataset

Browse files
Files changed (14) hide show
  1. README.md +211 -0
  2. data/test_environment-00000-of-00001.parquet +3 -0
  3. data/test_genotype-00000-of-00001.parquet +3 -0
  4. data/test_genotype_environment-00000-of-00001.parquet +3 -0
  5. data/test_plot-00000-of-00001.parquet +3 -0
  6. data/train-00000-of-00007.parquet +3 -0
  7. data/train-00001-of-00007.parquet +3 -0
  8. data/train-00002-of-00007.parquet +3 -0
  9. data/train-00003-of-00007.parquet +3 -0
  10. data/train-00004-of-00007.parquet +3 -0
  11. data/train-00005-of-00007.parquet +3 -0
  12. data/train-00006-of-00007.parquet +3 -0
  13. data/validation-00000-of-00002.parquet +3 -0
  14. data/validation-00001-of-00002.parquet +3 -0
README.md ADDED
@@ -0,0 +1,211 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ dataset_info:
3
+ features:
4
+ - name: plot_uid
5
+ dtype: string
6
+ - name: yearsite_uid
7
+ dtype: string
8
+ - name: crop_type
9
+ dtype: string
10
+ - name: experiment_number
11
+ dtype: uint8
12
+ - name: plot_number
13
+ dtype: int16
14
+ - name: sowing_date
15
+ dtype: date32
16
+ - name: harvest_date
17
+ dtype: date32
18
+ - name: harvest_year
19
+ dtype: uint16
20
+ - name: images
21
+ sequence: string
22
+ - name: image_dates
23
+ sequence: date32
24
+ - name: image_times
25
+ sequence: time32[s]
26
+ - name: alignment_plot_soil_polygons
27
+ sequence:
28
+ sequence:
29
+ sequence: float16
30
+ - name: alignment_num_steps
31
+ sequence: uint8
32
+ - name: alignment_dates
33
+ sequence: date32
34
+ - name: alignment_times
35
+ sequence: time32[s]
36
+ - name: alignment_initial_date
37
+ dtype: date32
38
+ - name: alignment_inner_plot_transform
39
+ sequence:
40
+ sequence: float16
41
+ - name: inner_plot_images
42
+ sequence: string
43
+ - name: image_inner_plot_transforms
44
+ sequence:
45
+ sequence:
46
+ sequence: float16
47
+ - name: genotype_id
48
+ dtype: string
49
+ - name: marker_biallelic_codes
50
+ sequence: uint8
51
+ - name: marker_metadata_strings
52
+ sequence: string
53
+ - name: canopy_cover_values
54
+ sequence: float16
55
+ - name: canopy_cover_dates
56
+ sequence: date32
57
+ - name: canopy_cover_trait_ids
58
+ sequence: uint8
59
+ - name: canopy_cover_method_ids
60
+ sequence: uint16
61
+ - name: height_values
62
+ sequence: float16
63
+ - name: height_dates
64
+ sequence: date32
65
+ - name: height_trait_ids
66
+ sequence: uint8
67
+ - name: height_method_ids
68
+ sequence: uint16
69
+ - name: spike_count_values
70
+ sequence: float16
71
+ - name: spike_count_dates
72
+ sequence: date32
73
+ - name: spike_count_trait_ids
74
+ sequence: uint8
75
+ - name: spike_count_method_ids
76
+ sequence: uint16
77
+ - name: senescence_values
78
+ sequence: float16
79
+ - name: senescence_dates
80
+ sequence: date32
81
+ - name: senescence_trait_ids
82
+ sequence: uint8
83
+ - name: senescence_method_ids
84
+ sequence: uint16
85
+ - name: heading_date_value
86
+ dtype: float16
87
+ - name: heading_date_date
88
+ dtype: date32
89
+ - name: heading_date_blue
90
+ dtype: float16
91
+ - name: heading_date_heritability
92
+ dtype: float16
93
+ - name: heading_date_trait_id
94
+ dtype: uint8
95
+ - name: heading_date_method_id
96
+ dtype: uint16
97
+ - name: height_final_value
98
+ dtype: float16
99
+ - name: height_final_date
100
+ dtype: date32
101
+ - name: height_final_blue
102
+ dtype: float16
103
+ - name: height_final_heritability
104
+ dtype: float16
105
+ - name: height_final_trait_id
106
+ dtype: uint8
107
+ - name: height_final_method_id
108
+ dtype: uint16
109
+ - name: yield_value
110
+ dtype: float16
111
+ - name: yield_date
112
+ dtype: date32
113
+ - name: yield_blue
114
+ dtype: float16
115
+ - name: yield_heritability
116
+ dtype: float16
117
+ - name: yield_trait_id
118
+ dtype: uint8
119
+ - name: yield_method_id
120
+ dtype: uint16
121
+ - name: protein_value
122
+ dtype: float16
123
+ - name: protein_date
124
+ dtype: date32
125
+ - name: protein_blue
126
+ dtype: float16
127
+ - name: protein_heritability
128
+ dtype: float16
129
+ - name: protein_trait_id
130
+ dtype: uint8
131
+ - name: protein_method_id
132
+ dtype: uint16
133
+ - name: temperature_air_10cm_values
134
+ sequence: float16
135
+ - name: temperature_air_10cm_dates
136
+ sequence: date32
137
+ - name: temperature_air_10cm_times
138
+ sequence: time32[s]
139
+ - name: temperature_air_200cm_values
140
+ sequence: float16
141
+ - name: temperature_air_200cm_dates
142
+ sequence: date32
143
+ - name: temperature_air_200cm_times
144
+ sequence: time32[s]
145
+ - name: temperature_soil_5cm_values
146
+ sequence: float16
147
+ - name: temperature_soil_5cm_dates
148
+ sequence: date32
149
+ - name: temperature_soil_5cm_times
150
+ sequence: time32[s]
151
+ - name: humidity_air_10cm_values
152
+ sequence: float16
153
+ - name: humidity_air_10cm_dates
154
+ sequence: date32
155
+ - name: humidity_air_10cm_times
156
+ sequence: time32[s]
157
+ - name: humidity_air_200cm_values
158
+ sequence: float16
159
+ - name: humidity_air_200cm_dates
160
+ sequence: date32
161
+ - name: humidity_air_200cm_times
162
+ sequence: time32[s]
163
+ - name: precipitation_200cm_values
164
+ sequence: float16
165
+ - name: precipitation_200cm_dates
166
+ sequence: date32
167
+ - name: precipitation_200cm_times
168
+ sequence: time32[s]
169
+ - name: irradiance_solar_200cm_values
170
+ sequence: float16
171
+ - name: irradiance_solar_200cm_dates
172
+ sequence: date32
173
+ - name: irradiance_solar_200cm_times
174
+ sequence: time32[s]
175
+ splits:
176
+ - name: train
177
+ num_bytes: 3197927496
178
+ num_examples: 2930
179
+ - name: validation
180
+ num_bytes: 675774265
181
+ num_examples: 380
182
+ - name: test_plot
183
+ num_bytes: 444572082
184
+ num_examples: 250
185
+ - name: test_genotype
186
+ num_bytes: 437649031
187
+ num_examples: 246
188
+ - name: test_environment
189
+ num_bytes: 161741087
190
+ num_examples: 190
191
+ - name: test_genotype_environment
192
+ num_bytes: 109933190
193
+ num_examples: 62
194
+ download_size: 1387756002
195
+ dataset_size: 5027597151
196
+ configs:
197
+ - config_name: default
198
+ data_files:
199
+ - split: train
200
+ path: data/train-*
201
+ - split: validation
202
+ path: data/validation-*
203
+ - split: test_plot
204
+ path: data/test_plot-*
205
+ - split: test_genotype
206
+ path: data/test_genotype-*
207
+ - split: test_environment
208
+ path: data/test_environment-*
209
+ - split: test_genotype_environment
210
+ path: data/test_genotype_environment-*
211
+ ---
data/test_environment-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d728576b01403d78950561a130075634895795ffe14bff85600b2aa7c72f91d
3
+ size 27720779
data/test_genotype-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:532a9ea2b50d05b4edd610c34b0f09e0267831d61b1dca35513cd5cd699258d8
3
+ size 152679641
data/test_genotype_environment-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a27eb7a0aeb33f2a076ab1380fda9e43875f928fc8f26a6f827015ea9b1663d2
3
+ size 38582495
data/test_plot-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a755f743db8ea98ed287f4be3546cadc4893fbd7e3167aae8eaa79e58ef712b6
3
+ size 154930519
data/train-00000-of-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ab6f2ce4db4ae94ce73743237c3358536679f871266ab171d4c54c2d1978a522
3
+ size 209928909
data/train-00001-of-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b28ab50d568bec65516d008a23f65bec707ad0df14b1b981d7f5a945ee245429
3
+ size 191032610
data/train-00002-of-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:34a32f609cc042080e0a4e40ffb1b45fcaa7f085448487e376d936e50cf90dc8
3
+ size 184498604
data/train-00003-of-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0e60b2f39e07073e06baef3413f08fe835c1c85427ac2ed8085283e324ca4c83
3
+ size 115745172
data/train-00004-of-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e6e901f05ace6f8685d52f525b88c5d50e31e537a1e7e6ca7c9a8d29dbf6a7b4
3
+ size 10328080
data/train-00005-of-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a5dcf69a3da9a699a387e91f7128d38c4b791afe6c6bab10099a7245a7906f9a
3
+ size 36804211
data/train-00006-of-00007.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c40db2a54687e46509ea38e0a3887aa20252f85147661da37d114b91466cffca
3
+ size 30228993
data/validation-00000-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d467625aa491b430826bd70d9e3675e8da38410918abcd6d5af7cf8b01b78bb
3
+ size 117710445
data/validation-00001-of-00002.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a7ab7b163d0cce65b8cf91ff3f4881feaaa312099855a27a18d2b906d5d4f429
3
+ size 117565544