{
  "@context": {
    "@language": "en",
    "@vocab": "https://schema.org/",
    "citeAs": "cr:citeAs",
    "column": "cr:column",
    "conformsTo": "dct:conformsTo",
    "cr": "http://mlcommons.org/croissant/",
    "data": {
      "@id": "cr:data",
      "@type": "@json"
    },
    "dataType": {
      "@id": "cr:dataType",
      "@type": "@vocab"
    },
    "dct": "http://purl.org/dc/terms/",
    "extract": "cr:extract",
    "field": "cr:field",
    "fileObject": "cr:fileObject",
    "fileProperty": "cr:fileProperty",
    "format": "cr:format",
    "includes": "cr:includes",
    "isLiveDataset": "cr:isLiveDataset",
    "key": "cr:key",
    "md5": "cr:md5",
    "parentField": "cr:parentField",
    "path": "cr:path",
    "recordSet": "cr:recordSet",
    "references": "cr:references",
    "repeated": "cr:repeated",
    "sc": "https://schema.org/",
    "sha256": "sha256",
    "source": "cr:source",
    "subField": "cr:subField"
  },
  "@type": "sc:Dataset",
  "citeAs": null,
  "conformsTo": "http://mlcommons.org/croissant/1.0",
  "creator": [],
  "description": "EcoSIS Hyperspectral leaf reflectance, biochemistry, and physiology of droughted and watered crops (Starch). v2.0 standardized NIRS package: 1 spectral source(s), 1 declared target(s). Auto-generated from dataset_card.json (verify before publication).\n\nOpen tier: freely usable and redistributable under the stated license.",
  "distribution": [
    {
      "@id": "file/X.parquet",
      "@type": "cr:FileObject",
      "encodingFormat": "application/vnd.apache.parquet",
      "name": "leaf_spectra",
      "sha256": "7ff5d2b810b2c473efa3b379c8bcfd1dc12a67316b638c60df5aeecfd90fc79c"
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      "sha256": "d73b54b9dcbd02b9affb7077cdefac6322189f4dae2a0a8d13eef196efe1e85a"
    }
  ],
  "keywords": [
    "nir",
    "v2",
    "leaf"
  ],
  "license": "CC-BY-4.0",
  "name": "leaf_starch_hyperspectral_reflectance_ecosis",
  "recordSet": [
    {
      "@id": "X",
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        },
        {
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          "description": "Spectral intensities across the nm axis.",
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          "repeated": true,
          "source": {
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        },
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          "@id": "variables/CO2s",
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              "column": "CO2s"
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          "description": "Variable 'H2Os' (role metadata, type numeric).",
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        },
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              "column": "Rep"
            },
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        },
        {
          "@id": "variables/Species",
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          "description": "Variable 'Species' (role metadata, type categorical).",
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        {
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        {
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        },
        {
          "@id": "variables/Pre_or_Post_Treatment",
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          "description": "Variable 'Pre_or_Post_Treatment' (role metadata, type categorical).",
          "name": "Pre_or_Post_Treatment",
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          "description": "Variable 'trait_header' (role metadata, type categorical).",
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              "column": "trait_header"
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        },
        {
          "@id": "variables/target_original_name",
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          "dataType": "sc:Integer",
          "description": "Variable 'target_original_name' (role metadata, type categorical).",
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          "source": {
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        },
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          "dataType": "sc:Integer",
          "description": "Variable 'class_label' (role metadata, type categorical).",
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              "column": "class_label"
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            "fileObject": {
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        {
          "@id": "variables/n_points_original",
          "@type": "cr:Field",
          "dataType": "sc:Float",
          "description": "Variable 'n_points_original' (role metadata, type numeric).",
          "name": "n_points_original",
          "source": {
            "extract": {
              "column": "n_points_original"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/dimensions",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'dimensions' (role metadata, type categorical).",
          "name": "dimensions",
          "source": {
            "extract": {
              "column": "dimensions"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/axis_note",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'axis_note' (role metadata, type categorical).",
          "name": "axis_note",
          "source": {
            "extract": {
              "column": "axis_note"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/official_data_url",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'official_data_url' (role metadata, type categorical).",
          "name": "official_data_url",
          "source": {
            "extract": {
              "column": "official_data_url"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/official_package_url",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'official_package_url' (role metadata, type categorical).",
          "name": "official_package_url",
          "source": {
            "extract": {
              "column": "official_package_url"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/license",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'license' (role metadata, type categorical).",
          "name": "license",
          "source": {
            "extract": {
              "column": "license"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/license_url",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'license_url' (role metadata, type categorical).",
          "name": "license_url",
          "source": {
            "extract": {
              "column": "license_url"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/rights_status",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'rights_status' (role metadata, type categorical).",
          "name": "rights_status",
          "source": {
            "extract": {
              "column": "rights_status"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/usage_scope",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'usage_scope' (role metadata, type categorical).",
          "name": "usage_scope",
          "source": {
            "extract": {
              "column": "usage_scope"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/public_release_allowed",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'public_release_allowed' (role metadata, type categorical).",
          "name": "public_release_allowed",
          "source": {
            "extract": {
              "column": "public_release_allowed"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/parent_standardized_dataset_id",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'parent_standardized_dataset_id' (role metadata, type categorical).",
          "name": "parent_standardized_dataset_id",
          "source": {
            "extract": {
              "column": "parent_standardized_dataset_id"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        },
        {
          "@id": "variables/notes",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'notes' (role metadata, type categorical).",
          "name": "notes",
          "source": {
            "extract": {
              "column": "notes"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        }
      ],
      "key": {
        "@id": "variables/sample_id"
      },
      "name": "variables"
    }
  ],
  "sameAs": [
    "https://data.ecosis.org/dataset/hyperspectral-leaf-reflectance--biochemistry--and-physiology-of-droughted-and-watered-crops",
    "https://data.ecosis.org/api/3/action/package_show?id=hyperspectral-leaf-reflectance--biochemistry--and-physiology-of-droughted-and-watered-crops",
    "https://ecosis.org/package/hyperspectral-leaf-reflectance--biochemistry--and-physiology-of-droughted-and-watered-crops",
    "source_to_standard.py"
  ],
  "url": "https://entrepot.recherche.data.gouv.fr",
  "version": "1.0.0"
}