metadata
dataset_info:
features:
- name: plot_uid
dtype: string
- name: yearsite_uid
dtype: string
- name: crop_type
dtype: string
- name: experiment_number
dtype: uint8
- name: plot_number
dtype: int16
- name: sowing_date
dtype: date32
- name: harvest_date
dtype: date32
- name: harvest_year
dtype: uint16
- name: images
sequence: string
- name: image_dates
sequence: date32
- name: image_times
sequence: time32[s]
- name: alignment_plot_soil_polygons
sequence:
sequence:
sequence: float16
- name: alignment_num_steps
sequence: uint8
- name: alignment_dates
sequence: date32
- name: alignment_times
sequence: time32[s]
- name: alignment_initial_date
dtype: date32
- name: alignment_inner_plot_transform
sequence:
sequence: float16
- name: inner_plot_images
sequence: string
- name: image_inner_plot_transforms
sequence:
sequence:
sequence: float16
- name: genotype_id
dtype: string
- name: marker_biallelic_codes
sequence: uint8
- name: marker_metadata_strings
sequence: string
- name: canopy_cover_values
sequence: float16
- name: canopy_cover_dates
sequence: date32
- name: canopy_cover_trait_ids
sequence: uint8
- name: canopy_cover_method_ids
sequence: uint16
- name: height_values
sequence: float16
- name: height_dates
sequence: date32
- name: height_trait_ids
sequence: uint8
- name: height_method_ids
sequence: uint16
- name: spike_count_values
sequence: float16
- name: spike_count_dates
sequence: date32
- name: spike_count_trait_ids
sequence: uint8
- name: spike_count_method_ids
sequence: uint16
- name: senescence_values
sequence: float16
- name: senescence_dates
sequence: date32
- name: senescence_trait_ids
sequence: uint8
- name: senescence_method_ids
sequence: uint16
- name: heading_date_value
dtype: float16
- name: heading_date_date
dtype: date32
- name: heading_date_blue
dtype: float16
- name: heading_date_heritability
dtype: float16
- name: heading_date_trait_id
dtype: uint8
- name: heading_date_method_id
dtype: uint16
- name: height_final_value
dtype: float16
- name: height_final_date
dtype: date32
- name: height_final_blue
dtype: float16
- name: height_final_heritability
dtype: float16
- name: height_final_trait_id
dtype: uint8
- name: height_final_method_id
dtype: uint16
- name: yield_value
dtype: float16
- name: yield_date
dtype: date32
- name: yield_blue
dtype: float16
- name: yield_heritability
dtype: float16
- name: yield_trait_id
dtype: uint8
- name: yield_method_id
dtype: uint16
- name: protein_value
dtype: float16
- name: protein_date
dtype: date32
- name: protein_blue
dtype: float16
- name: protein_heritability
dtype: float16
- name: protein_trait_id
dtype: uint8
- name: protein_method_id
dtype: uint16
- name: temperature_air_10cm_values
sequence: float16
- name: temperature_air_10cm_dates
sequence: date32
- name: temperature_air_10cm_times
sequence: time32[s]
- name: temperature_air_200cm_values
sequence: float16
- name: temperature_air_200cm_dates
sequence: date32
- name: temperature_air_200cm_times
sequence: time32[s]
- name: temperature_soil_5cm_values
sequence: float16
- name: temperature_soil_5cm_dates
sequence: date32
- name: temperature_soil_5cm_times
sequence: time32[s]
- name: humidity_air_10cm_values
sequence: float16
- name: humidity_air_10cm_dates
sequence: date32
- name: humidity_air_10cm_times
sequence: time32[s]
- name: humidity_air_200cm_values
sequence: float16
- name: humidity_air_200cm_dates
sequence: date32
- name: humidity_air_200cm_times
sequence: time32[s]
- name: precipitation_200cm_values
sequence: float16
- name: precipitation_200cm_dates
sequence: date32
- name: precipitation_200cm_times
sequence: time32[s]
- name: irradiance_solar_200cm_values
sequence: float16
- name: irradiance_solar_200cm_dates
sequence: date32
- name: irradiance_solar_200cm_times
sequence: time32[s]
splits:
- name: train
num_bytes: 3195171876
num_examples: 2930
- name: validation
num_bytes: 675502276
num_examples: 380
- name: test_plot
num_bytes: 444394817
num_examples: 250
- name: test_genotype
num_bytes: 437449641
num_examples: 246
- name: test_environment
num_bytes: 161835134
num_examples: 190
- name: test_genotype_environment
num_bytes: 110139334
num_examples: 62
download_size: 1387821138
dataset_size: 5024493078
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test_plot
path: data/test_plot-*
- split: test_genotype
path: data/test_genotype-*
- split: test_environment
path: data/test_environment-*
- split: test_genotype_environment
path: data/test_genotype_environment-*
license: apache-2.0
tags:
- phenotyping
- wheat
- plant
- regression
- trait
- pheno
size_categories:
- 1K<n<10K