| { | |
| "@context": { | |
| "@language": "en", | |
| "@vocab": "https://schema.org/", | |
| "sc": "https://schema.org/", | |
| "cr": "http://mlcommons.org/croissant/", | |
| "dct": "http://purl.org/dc/terms/", | |
| "conformsTo": "dct:conformsTo", | |
| "md5": "cr:md5", | |
| "fileObject": "cr:fileObject", | |
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| "@type": "@vocab" | |
| }, | |
| "extract": "cr:extract", | |
| "column": "cr:column" | |
| }, | |
| "@type": "Dataset", | |
| "@id": "https://huggingface.co/datasets/ReefNet/ReefNet-1.0", | |
| "conformsTo": "http://mlcommons.org/croissant/1.0", | |
| "name": "ReefNet-1.0", | |
| "description": "The ReefNet dataset is a comprehensive, curated collection of annotated coral-reef images sourced from the CoralNet platform. It supports global coral-classification research with a unified label set and rich metadata.", | |
| "license": "https://creativecommons.org/licenses/by-nc-sa/4.0/", | |
| "url": "https://huggingface.co/datasets/ReefNet/ReefNet-1.0", | |
| "version": "1.0", | |
| "datePublished": "2025-05-13", | |
| "citation": "Battach et al., ReefNet-1.0: A Global Dataset for Coral Image Classification (2025)", | |
| "creator": [ | |
| { | |
| "@type": "Person", | |
| "name": "Yahia Battach", | |
| "email": "yahia.battach@kaust.edu.sa", | |
| "affiliation": "KAUST" | |
| }, | |
| { | |
| "@type": "Organization", | |
| "name": "King Abdullah University of Science and Technology", | |
| "url": "https://www.kaust.edu.sa/en" | |
| } | |
| ], | |
| "distribution": [ | |
| { | |
| "@type": "cr:FileObject", | |
| "@id": "reefnet_annotations_csv", | |
| "name": "All_ReefNet_annotations.csv", | |
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| "recordSet": [ | |
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| "@id": "reefnet_annotations", | |
| "name": "ReefNet annotations", | |
| "description": "Tabular annotations for each image and coral label.", | |
| "field": [ | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/CoralNet_source", | |
| "name": "CoralNet_source", | |
| "description": "Source of the CoralNet image data", | |
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| "column": "CoralNet_source" | |
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| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Image_name", | |
| "name": "Image_name", | |
| "description": "Name of the image file", | |
| "dataType": "sc:Text", | |
| "source": { | |
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| "column": "Image_name" | |
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| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Row", | |
| "name": "Row", | |
| "description": "Row position of annotation in image grid", | |
| "dataType": "sc:Integer", | |
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| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Column", | |
| "name": "Column", | |
| "description": "Column position of annotation in image grid", | |
| "dataType": "sc:Integer", | |
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| "@id": "reefnet_annotations_csv" | |
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| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/CoralNet_label", | |
| "name": "CoralNet_label", | |
| "description": "Original CoralNet label", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "CoralNet_label" | |
| } | |
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| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/CoralNet_label_short_code", | |
| "name": "CoralNet_label_short_code", | |
| "description": "Abbreviated label from CoralNet", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "CoralNet_label_short_code" | |
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| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Sorted_ReefNet_label", | |
| "name": "Sorted_ReefNet_label", | |
| "description": "Mapped ReefNet label", | |
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| "@id": "reefnet_annotations_csv" | |
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| "column": "Sorted_ReefNet_label" | |
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| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Condition_indication", | |
| "name": "Condition_indication", | |
| "description": "Coral condition indication", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Condition_indication" | |
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| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Growthform", | |
| "name": "Growthform", | |
| "description": "Growth-form classification", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Growthform" | |
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| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Branching_growthform_specification", | |
| "name": "Branching_growthform_specification", | |
| "description": "Detail on branching structure", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Branching_growthform_specification" | |
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| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/AphiaID", | |
| "name": "AphiaID", | |
| "description": "WoRMS Aphia ID of taxon", | |
| "dataType": "sc:Integer", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "AphiaID" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Taxonomic_rank_CoralNet_label", | |
| "name": "Taxonomic_rank_CoralNet_label", | |
| "description": "Taxonomic rank of CoralNet label", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Taxonomic_rank_CoralNet_label" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Broad_category", | |
| "name": "Broad_category", | |
| "description": "Broad classification category", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Broad_category" | |
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| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Train_or_Test", | |
| "name": "Train_or_Test", | |
| "description": "Split designation for training or testing", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Train_or_Test" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Latitude", | |
| "name": "Latitude", | |
| "description": "Latitude of image capture location", | |
| "dataType": "sc:Float", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Latitude" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Longitude", | |
| "name": "Longitude", | |
| "description": "Longitude of image capture location", | |
| "dataType": "sc:Float", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Longitude" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Ecoregion", | |
| "name": "Ecoregion", | |
| "description": "Marine ecoregion", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Ecoregion" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Province", | |
| "name": "Province", | |
| "description": "Marine province", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Province" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Realm", | |
| "name": "Realm", | |
| "description": "Marine realm", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Realm" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Average_brightness_red", | |
| "name": "Average_brightness_red", | |
| "description": "Average red-channel brightness", | |
| "dataType": "sc:Float", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Average_brightness_red" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Average_brightness_green", | |
| "name": "Average_brightness_green", | |
| "description": "Average green-channel brightness", | |
| "dataType": "sc:Float", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Average_brightness_green" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Average_brightness_blue", | |
| "name": "Average_brightness_blue", | |
| "description": "Average blue-channel brightness", | |
| "dataType": "sc:Float", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Average_brightness_blue" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Resolution", | |
| "name": "Resolution", | |
| "description": "Image resolution", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Resolution" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Contributors", | |
| "name": "Contributors", | |
| "description": "People or groups who contributed annotations", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Contributors" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Affiliations", | |
| "name": "Affiliations", | |
| "description": "Affiliated institutions of contributors", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Affiliations" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Sourcelink", | |
| "name": "Sourcelink", | |
| "description": "URL to the CoralNet data source", | |
| "dataType": "sc:URL", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Sourcelink" | |
| } | |
| } | |
| }, | |
| { | |
| "@type": "cr:Field", | |
| "@id": "reefnet_annotations/Comments", | |
| "name": "Comments", | |
| "description": "Additional notes or comments", | |
| "dataType": "sc:Text", | |
| "source": { | |
| "fileObject": { | |
| "@id": "reefnet_annotations_csv" | |
| }, | |
| "extract": { | |
| "column": "Comments" | |
| } | |
| } | |
| } | |
| ] | |
| } | |
| ] | |
| } |