cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6y5vfk
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calliergon giganteum"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008537-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4ttpg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008536-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf99rz
title: Occurrence Download

description: A dataset containing 2554621 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-6.26858 43.88853,-6.6218 42.67546,-4.05072 42.59874,-3.58935 43.89937,-6.26858 43.89937,-6.26858 43.88853))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2554621 records from 536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008472-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5am8z
title: Occurrence Download

description: A dataset containing 2596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Medicago intertexta"
 ]
}

 The dataset includes 2596 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008538-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s7u4yg
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Festuca brigantina)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 37 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008539-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udzrmb
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Liechtenstein",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008540-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksqjuu
title: Occurrence Download

description: A dataset containing 49400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melia azedarach",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 49400 records from 573 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008541-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s89hu7
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calliergonella lindbergii"
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008542-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hr9d98
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Luxembourg",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008544-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cede9h
title: Occurrence Download

description: A dataset containing 4974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyotrichum lanceolatum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4974 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008545-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15282370
title: Dataset for BnF, fr. 2813 - Grandes Chroniques de France

description: This repository is organized into two main data folders:

---

📁 `btv1b84472995_GT.zip`

This folder contains the ground truth dataset used for Handwritten Text Recognition (HTR), created from selected folia of the manuscript Paris, BnF, français. 2813 The identifier `btv1b84472995` refers to the ark ID of this manuscript in Gallica.

Folder structure:

btv1b84472995_GT

├── images

└── annotations

- `images/`: High-resolution selected images downloaded from Gallica.    Image names follow the pattern `btv1b84472995_f<number>`, corresponding to the Gallica view number.    ➤ Credit: *Source gallica.bnf.fr / Bibliothèque nationale de France*

- `annotations/`: XML-ALTO annotation files created with eScriptorium.

Layout: Annotations follow the Segmonto ontology.  The potential users of the ground truth should note that we use additional personalized tags for:  - `'RubricLines'`: Rubricated lines  - `'HalfLines'`: Partial or incomplete lines

Transcription: The dataset is CATMuS-compliant, using a graphemic transcription approach.

---

 📁 `dataset.zip`

This folder contains the dataset used in the experiments described in the paper, using the Learnable Typewriter architecture.

Folder structure:

dataset

├── images

└── annotation.json

- `images/`: Each subfolder contains polygonal line extractions (with alpha transparency) per manuscript page.- `annotation.json`: Contains the annotation and metadata for each line.

`annotation.json` structure example:

```json"<image_id>": {                      // corresponds to the image names in the images folders  "split": "train",            "label": "A beautiful calico cat.",// Transcription text of the line

 "line_type": "DefaultLine",// The type of line  "script": "RaouletOrleans",       // Identifier for the scribal hand  "folio": "1r",                      "gp": "GP1",                       "doc": "HT1"                     }

** adding project webpage soon **

Code:  https://github.com/malamatenia/palaeographic-variability-analysis-grandes-chroniques-fr-2813This study was supported by the CNRS through MITI and the 80|Prime program (CrEMe Caractérisation des écritures médiévales), and by the European Research Council (ERC project DISCOVER, number 101076028).
DOI: 10.5281/zenodo.15282371
title: Dataset for BnF, fr. 2813 - Grandes Chroniques de France

description: This repository is organized into two main data folders:

---

📁 `btv1b84472995_GT.zip`

This folder contains the ground truth dataset used for Handwritten Text Recognition (HTR), created from selected folia of the manuscript Paris, BnF, français. 2813 The identifier `btv1b84472995` refers to the ark ID of this manuscript in Gallica.

Folder structure:

btv1b84472995_GT

├── images

└── annotations

- `images/`: High-resolution selected images downloaded from Gallica.    Image names follow the pattern `btv1b84472995_f<number>`, corresponding to the Gallica view number.    ➤ Credit: *Source gallica.bnf.fr / Bibliothèque nationale de France*

- `annotations/`: XML-ALTO annotation files created with eScriptorium.

Layout: Annotations follow the Segmonto ontology.  The potential users of the ground truth should note that we use additional personalized tags for:  - `'RubricLines'`: Rubricated lines  - `'HalfLines'`: Partial or incomplete lines

Transcription: The dataset is CATMuS-compliant, using a graphemic transcription approach.

---

 📁 `dataset.zip`

This folder contains the dataset used in the experiments described in the paper, using the Learnable Typewriter architecture.

Folder structure:

dataset

├── images

└── annotation.json

- `images/`: Each subfolder contains polygonal line extractions (with alpha transparency) per manuscript page.- `annotation.json`: Contains the annotation and metadata for each line.

`annotation.json` structure example:

```json"<image_id>": {                      // corresponds to the image names in the images folders  "split": "train",            "label": "A beautiful calico cat.",// Transcription text of the line

 "line_type": "DefaultLine",// The type of line  "script": "RaouletOrleans",       // Identifier for the scribal hand  "folio": "1r",                      "gp": "GP1",                       "doc": "HT1"                     }

** adding project webpage soon **

Code:  https://github.com/malamatenia/palaeographic-variability-analysis-grandes-chroniques-fr-2813This study was supported by the CNRS through MITI and the 80|Prime program (CrEMe Caractérisation des écritures médiévales), and by the European Research Council (ERC project DISCOVER, number 101076028).
DOI: 10.15468/dl.5x4uw4
title: Occurrence Download

description: A dataset containing 9524 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phylogenomics and the rise of the angiosperms"
 ]
}

 The dataset includes 9524 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008546-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33cbxh
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Iberodes littoralis gallaecica)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 55 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008547-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.den47f
title: Occurrence Download

description: A dataset containing 75284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus pennsylvanica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 75284 records from 399 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008499-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pogc7v
title: Occurrence Download

description: A dataset containing 8593 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is InboVeg - NICHE-Vlaanderen groundwater related vegetation relevés for Flanders, Belgium"
 ]
}

 The dataset includes 8593 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009744-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2x63f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andrena clypeata Smith, 1853)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278027-200613084148143/datasets/export for details.
DOI: 10.15468/dl.25zrf2
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aconitum soongaricum (Regel) Stapf",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 129 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069126-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpolm1
title: Occurrence Download

description: A dataset containing 28085 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Nigeria",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 28085 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006295-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mueb85
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplacus compactus (D.M.Thomps.) G.L.Nesom"
 ]
}

 The dataset includes 65 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156757-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq4x57
title: Occurrence Download

description: A dataset containing 2983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andrena fuscipes (Kirby, 1802))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen)",
 "Year is greater than 1945"
 ]
}

 The dataset includes 2983 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278032-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uqjc5
title: Occurrence Download

description: A dataset containing 340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bidens alba (L.) DC."
 ]
}

 The dataset includes 340 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009742-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r38nqx
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Arizona State University Mammalogy Collection",
 "Geometry POLYGON((-110.99009 32.70782,-110.95899 32.18734,-110.51584 32.37179,-110.61576 32.66954,-110.99009 32.70782))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Rodentia, Soricomorpha)",
 "Year 2021-2024"
 ]
}

 The dataset includes 150 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069142-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sn2q67
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum jimenezii Hágsater"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156759-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nawsjq
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Colaptes melanolaimus Malherbe, 1857"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272783-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vapgka
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Emmotum fulvum R.A.Howard"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156758-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zef85
title: Occurrence Download

description: A dataset containing 1760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Actaea erythrocarpa Fisch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1760 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069138-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fww783
title: Occurrence Download

description: A dataset containing 4261048 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Costa Rica",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 4261048 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006304-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m5xz5
title: Occurrence Download

description: A dataset containing 80056 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potamogeton perfoliatus L."
 ]
}

 The dataset includes 80056 records from 427 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289944-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2jifp
title: Occurrence Download

description: A dataset containing 534940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gavia immer (Brunnich, 1764)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 534940 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009742-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3qaaz
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((6.175 51.075,6.225 51.075,6.225 51.125,6.175 51.125,6.175 51.075))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307330-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rexmuf
title: Occurrence Download

description: A dataset containing 222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is MEX.32.20_2"
 ]
}

 The dataset includes 222 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069141-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h1namq
title: Occurrence Download

description: A dataset containing 38858 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ims fish tag database"
 ]
}

 The dataset includes 38858 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009742-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzwyed
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryadella barrowii Luer"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156761-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3s4a33
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epistephium matogrossense Hoehne"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156760-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3bk2z
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antimima dualis (N.E.Br.) N.E.Br."
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009073-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qwb8a
title: Occurrence Download

description: A dataset containing 4787391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 0,-180 0,-180 -90))",
 "TaxonKey is Actinopterygii"
 ]
}

 The dataset includes 4787391 records from 721 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307320-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.