{
  "@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 Fresh Leaf Spectra and Measured Traits from the Sierra Nevada (CA) in July 2023 (chlorophyll_mg_m2). 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": "CA2023_freshspectra",
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  ],
  "keywords": [
    "nir",
    "v2",
    "leaf"
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  "license": "ODbL-1.0",
  "name": "leaf_chlorophyll_mg_m2_2023_fresh_sierra_ecosis",
  "recordSet": [
    {
      "@id": "X",
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      "description": "Spectra from source 'CA2023_freshspectra' (363 observations x 2151 wavelengths).",
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        },
        {
          "@id": "X/spectrum",
          "@type": "cr:Field",
          "dataType": "sc:Float",
          "description": "Spectral intensities across the nm axis.",
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          "repeated": true,
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        },
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        },
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              "column": "young_needle_percent"
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        {
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              "column": "old_needle_percent"
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        },
        {
          "@id": "variables/tree_DBH_cm",
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          "dataType": "sc:Float",
          "description": "Variable 'tree_DBH_cm' (role metadata, type numeric).",
          "name": "tree_DBH_cm",
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              "column": "tree_DBH_cm"
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              "column": "NS_crown_width_m_"
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        },
        {
          "@id": "variables/WE_crown_width_m",
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          "dataType": "sc:Float",
          "description": "Variable 'WE_crown_width_m' (role metadata, type numeric).",
          "name": "WE_crown_width_m",
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              "column": "WE_crown_width_m"
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          "description": "Variable 'tree_height_m' (role metadata, type numeric).",
          "name": "tree_height_m",
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              "column": "tree_height_m"
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        {
          "@id": "variables/crown_length_m",
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          "description": "Variable 'crown_length_m' (role metadata, type numeric).",
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              "column": "crown_length_m"
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        },
        {
          "@id": "variables/LMA_value_g/m2",
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          "description": "Variable 'LMA_value_g/m2' (role metadata, type numeric).",
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              "column": "LMA_value_g/m2"
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        },
        {
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              "column": "leaf_water_content_percent"
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        },
        {
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              "column": "chlorophyll _mg/m2"
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        {
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              "column": "dataset_slug"
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        {
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          "description": "Variable 'task_type' (role metadata, type categorical).",
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              "column": "target_original_name"
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        {
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          }
        },
        {
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          "description": "Variable 'class_index' (role metadata, type categorical).",
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          "description": "Variable 'class_label' (role metadata, type categorical).",
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          "description": "Variable 'n_points_original' (role metadata, type numeric).",
          "name": "n_points_original",
          "source": {
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              "column": "n_points_original"
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        },
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          "@id": "variables/axis_note",
          "@type": "cr:Field",
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          "description": "Variable 'axis_note' (role metadata, type categorical).",
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              "column": "axis_note"
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            "fileObject": {
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          }
        },
        {
          "@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": {
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              "column": "official_data_url"
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          }
        },
        {
          "@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": {
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              "column": "official_package_url"
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        {
          "@id": "variables/license",
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          "description": "Variable 'license' (role metadata, type categorical).",
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          "source": {
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              "column": "license"
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        },
        {
          "@id": "variables/license_url",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'license_url' (role metadata, type categorical).",
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          "description": "Variable 'rights_status' (role metadata, type categorical).",
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          "description": "Variable 'usage_scope' (role metadata, type categorical).",
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          "source": {
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        },
        {
          "@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"
            }
          }
        },
        {
          "@id": "variables/original_sample_id",
          "@type": "cr:Field",
          "dataType": "sc:Integer",
          "description": "Variable 'original_sample_id' (role metadata, type categorical).",
          "name": "original_sample_id",
          "source": {
            "extract": {
              "column": "original_sample_id"
            },
            "fileObject": {
              "@id": "file/variables.parquet"
            }
          }
        }
      ],
      "key": {
        "@id": "variables/sample_id"
      },
      "name": "variables"
    }
  ],
  "sameAs": [
    "https://data.ecosis.org/dataset/fresh-leaf-spectra-and-measured-traits-from-the-sierra-nevada--ca--in-july-2023",
    "https://data.ecosis.org/api/3/action/package_show?id=fresh-leaf-spectra-and-measured-traits-from-the-sierra-nevada--ca--in-july-2023",
    "https://ecosis.org/package/fresh-leaf-spectra-and-measured-traits-from-the-sierra-nevada--ca--in-july-2023",
    "source_to_standard.py"
  ],
  "url": "https://entrepot.recherche.data.gouv.fr",
  "version": "1.0.0"
}