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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
xet
Community
1
mikeboss commited on
Commit
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·
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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
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+ ---
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+ dataset_info:
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+ features:
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+ - name: plot_uid
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+ dtype: string
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+ - name: yearsite_uid
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+ dtype: string
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+ - name: crop_type
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+ dtype: string
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+ - name: experiment_number
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+ dtype: uint8
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+ - name: plot_number
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+ dtype: int16
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+ - name: sowing_date
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+ dtype: date32
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+ - name: harvest_date
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+ dtype: date32
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+ - name: harvest_year
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+ dtype: uint16
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+ - name: images
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+ sequence: string
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+ - name: image_dates
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+ sequence: date32
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+ - name: image_times
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+ sequence: time32[s]
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+ - name: alignment_plot_soil_polygons
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+ sequence:
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+ sequence:
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+ sequence: float16
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+ - name: alignment_num_steps
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+ sequence: uint8
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+ - name: alignment_dates
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+ sequence: date32
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+ - name: alignment_times
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+ sequence: time32[s]
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+ - name: alignment_initial_date
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+ dtype: date32
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+ - name: alignment_inner_plot_transform
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+ sequence:
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+ sequence: float16
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+ - name: inner_plot_images
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+ sequence: string
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+ - name: image_inner_plot_transforms
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+ sequence:
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+ sequence:
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+ sequence: float16
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+ - name: genotype_id
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+ dtype: string
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+ - name: marker_biallelic_codes
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+ sequence: uint8
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+ - name: marker_metadata_strings
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+ sequence: string
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+ - name: canopy_cover_values
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+ sequence: float16
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+ - name: canopy_cover_dates
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+ sequence: date32
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+ - name: canopy_cover_trait_ids
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+ sequence: uint8
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+ - name: canopy_cover_method_ids
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+ sequence: uint16
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+ - name: height_values
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+ sequence: float16
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+ - name: height_dates
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+ sequence: date32
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+ - name: height_trait_ids
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+ sequence: uint8
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+ - name: height_method_ids
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+ sequence: uint16
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+ - name: spike_count_values
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+ sequence: float16
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+ - name: spike_count_dates
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+ sequence: date32
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+ - name: spike_count_trait_ids
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+ sequence: uint8
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+ - name: spike_count_method_ids
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+ sequence: uint16
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+ - name: senescence_values
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+ sequence: float16
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+ - name: senescence_dates
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+ sequence: date32
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+ - name: senescence_trait_ids
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+ sequence: uint8
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+ - name: senescence_method_ids
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+ sequence: uint16
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+ - name: heading_date_value
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+ dtype: float16
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+ - name: heading_date_date
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+ dtype: date32
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+ - name: heading_date_blue
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+ dtype: float16
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+ - name: heading_date_heritability
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+ dtype: float16
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+ - name: heading_date_trait_id
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+ dtype: uint8
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+ - name: heading_date_method_id
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+ dtype: uint16
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+ - name: height_final_value
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+ dtype: float16
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+ - name: height_final_date
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+ dtype: date32
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+ - name: height_final_blue
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+ - name: height_final_heritability
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+ - name: height_final_trait_id
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+ - name: height_final_method_id
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+ - name: yield_value
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+ dtype: float16
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+ - name: yield_date
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+ - name: yield_trait_id
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+ - name: yield_method_id
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+ dtype: uint16
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+ - name: protein_value
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+ dtype: float16
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+ - name: protein_date
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+ dtype: date32
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+ - name: protein_blue
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+ - name: protein_trait_id
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+ dtype: uint8
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+ - name: protein_method_id
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+ dtype: uint16
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+ - name: temperature_air_10cm_values
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+ sequence: float16
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+ - name: temperature_air_10cm_dates
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+ sequence: date32
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+ - name: temperature_air_10cm_times
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+ - name: temperature_air_200cm_values
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+ - name: temperature_air_200cm_dates
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+ sequence: date32
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+ - name: temperature_air_200cm_times
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+ sequence: time32[s]
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+ - name: temperature_soil_5cm_values
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+ sequence: float16
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+ - name: temperature_soil_5cm_dates
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+ - name: temperature_soil_5cm_times
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+ - name: humidity_air_10cm_values
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+ - name: humidity_air_10cm_dates
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+ - name: humidity_air_200cm_values
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+ sequence: float16
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+ - name: humidity_air_200cm_dates
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+ sequence: date32
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+ - name: humidity_air_200cm_times
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+ sequence: time32[s]
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+ - name: precipitation_200cm_values
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+ sequence: float16
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+ - name: precipitation_200cm_dates
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+ sequence: date32
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+ - name: precipitation_200cm_times
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+ sequence: time32[s]
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+ - name: irradiance_solar_200cm_values
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+ sequence: float16
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+ - name: irradiance_solar_200cm_dates
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+ - name: irradiance_solar_200cm_times
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+ - name: train
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+ - name: test_environment
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+ - name: test_genotype_environment
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+ num_examples: 62
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+ download_size: 1387756002
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+ dataset_size: 5027597151
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ - split: validation
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+ path: data/validation-*
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+ - split: test_plot
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+ path: data/test_plot-*
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+ path: data/test_genotype-*
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+ - split: test_environment
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+ path: data/test_environment-*
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+ - split: test_genotype_environment
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+ path: data/test_genotype_environment-*
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+ ---
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