cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.j364pd
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((106.38113 25.65245,130.61887 25.65245,130.61887 35.34755,106.38113 35.34755,106.38113 25.65245))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vallisneria spinulosa S.Z.Yan"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334018-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbsihl
title: Occurrence Download

description: A dataset containing 318669 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium arvense (L.) Scop.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 318669 records from 571 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002538-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq3grn
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fuchsia petiolaris Kunth"
 ]
}

 The dataset includes 530 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001985-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6iiih0
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetrasida chachapoyensis (Baker fil.) Fryxell & Fuertes"
 ]
}

 The dataset includes 43 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036158-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n1uvlf
title: Occurrence Download

description: A dataset containing 3759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Rhynchospora fusca Linnaeus, 1763",
 "TaxonKey is Rhynchospora modesti-lucennoi Castrov.",
 "TaxonKey is Rorippa amphibia (L.) Besser",
 "TaxonKey is Rorippa valdes-bermejoi (Castrov.) Mart.-Laborde & Castroviejo",
 "TaxonKey is Rosmarinus tomentosus Hub.-Mor. & Maire",
 "TaxonKey is Rothmaleria granatensis (Boiss. ex DC.) Font Quer",
 "TaxonKey is Rubia balearica subsp. caespitosa (Font Quer & Marcos) Rosselló, L.Sáez & Mus",
 "TaxonKey is Rubus bollei Focke",
 "TaxonKey is Rubus cyclops Mon.-Huelin",
 "TaxonKey is Rubus lucensis H.E.Weber & Mon.-Huelin",
 "TaxonKey is Rubus palmensis A.Hansen",
 "TaxonKey is Rubus pauanus Mon.-Huelin",
 "TaxonKey is Rubus peratticus Samp.",
 "TaxonKey is Rumex hydrolapathum (Scop.) Huds.",
 "TaxonKey is Rumex rupestris Le Gall",
 "TaxonKey is Rumex scutatus subsp. gallaecicus Lago",
 "TaxonKey is Rupicapnos africana Pugsley",
 "TaxonKey is Ruta oreojasme Webb & Berthel.",
 "TaxonKey is Ruta microcarpa Svent.",
 "TaxonKey is Rutheopsis herbanica (Bolle) A.Hansen & G.Kunkel",
 "TaxonKey is Sagittaria sagittifolia L.",
 "TaxonKey is Salicornia dolichostachya Moss",
 "TaxonKey is Salix canariensis C.Sm. ex Link",
 "TaxonKey is Salix hastata subsp. sierrae-nevadae Rech.fil.",
 "TaxonKey is Salix hastata subsp. picoeuropeana (Laínz) T.E.Díaz, Fern.Prieto & Nava",
 "TaxonKey is Salvia broussonetii Benth.",
 "TaxonKey is Salvia herbanica A.Santos & M.Fernández",
 "TaxonKey is Sambucus palmensis Link",
 "TaxonKey is Sanguisorba ancistroides (Desf.) A.Braun & Bouché",
 "TaxonKey is Santolina elegans Boiss. ex DC.",
 "TaxonKey is Santolina melidensis (Rodr.Oubiña & S.Ortiz) Rodr.Oubiña & S.Ortiz",
 "TaxonKey is Sarcocapnos baetica (Boiss. & Reut.) Nyman",
 "TaxonKey is Sarcocapnos baetica subsp. integrifolia (Boiss.) Lidén, 1984",
 "TaxonKey is Sarcocapnos speciosa Boiss.",
 "TaxonKey is Saxifraga biternata Boiss.",
 "TaxonKey is Saxifraga cotyledon L.",
 "TaxonKey is Saxifraga genesiana P.Vargas",
 "TaxonKey is Schizogyne glaberrima DC.",
 "TaxonKey is Scilla dasyantha Webb & Berthel.",
 "TaxonKey is Scirpus pungens (Vahl) Poir.",
 "TaxonKey is Scorzoneroides microcephala (Boiss. ex DC.) Holub",
 "TaxonKey is Scrophularia calliantha Webb & Berthel.",
 "TaxonKey is Scrophularia valdesii Ortega Oliv. & Devesa",
 "TaxonKey is Scrophularia viciosoi Ortega Oliv. & Devesa",
 "TaxonKey is Sedum aetnense Tineo",
 "TaxonKey is Sedum nevadense Coss.",
 "TaxonKey is Sedum pruinatum Link ex Brot.",
 "TaxonKey is Semele gayae (Webb & Berthel.) Svent. & G.Kunkel",
 "TaxonKey is Senecio alboranicus Maire",
 "TaxonKey is Senecio coincyi Rouy"
 ]
 }
 ]
}

 The dataset includes 3759 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002538-150410134957023/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be5hnz
title: Occurrence Download

description: A dataset containing 6122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Culicidae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6122 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036153-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4zrbd
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otopleura nodicincta (A.Adams, 1854)"
 ]
}

 The dataset includes 116 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054851-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.idg5e0
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clibanarius vittatus (Bosc, 1802)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 293 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002538-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xec2m
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spathoglottis unguiculata (Labill.) Rchb.f."
 ]
}

 The dataset includes 129 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005247-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esrfyw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus prosper L.H.Bailey"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192199-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7yu5hf
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equus grevyi Oustalet, 1882",
 "HasCoordinate is true"
 ]
}

 The dataset includes 517 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195563-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3meh7b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aa nervosa (Kraenzl.) Schltr.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002538-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajpsmr
title: Occurrence Download

description: A dataset containing 160378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spergula arvensis L."
 ]
}

 The dataset includes 160378 records from 1082 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005249-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mhrr8
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium aucheri Boiss."
 ]
}

 The dataset includes 194 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003741-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anbphr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scymnus ruficeps (Ohta, 1929)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0313491-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pmxe72
title: Occurrence Download

description: A dataset containing 26561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sylvirana guentheri (Boulenger, 1882)"
 ]
}

 The dataset includes 26561 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0306730-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skfjm3
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syllis rosea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 53 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039779-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/9evgxb
title: PAN-00161682 - D-shaped single looped buckle

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00161682&lt;/p&gt;
description: Modified: 2025-10-21T14:49:38+02:00
DOI: 10.15468/dl.zket9a
title: Occurrence Download

description: A dataset containing 715170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nigeria",
 "ClassKey is Aves",
 "HasCoordinate is true",
 "Year is greater than or equal to 2007",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 715170 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039764-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb7u7h
title: Occurrence Download

description: A dataset containing 39103904 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.31581 83.96309,73.00425 83.66992,69.90632 79.71934,68.87368 76.18889,59.06357 72.28096,57.51461 67.51136,40.99232 61.29533,39.95968 42.17931,37.89439 26.96195,40.476 8.36584,55.96564 -10.64638,77.13482 -17.15798,99.33664 -3.47752,105.01617 19.37465,115.85892 37.42246,137.54442 56.2178,148.38717 63.44916,155.61568 71.31345,156.64833 76.43326,154.58303 81.48467,147.35453 83.43808,107.31581 83.96309))",
 "TaxonKey is Passeriformes",
 "Year 2015-2025"
 ]
}

 The dataset includes 39103904 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039753-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hp4mj9
title: Occurrence Download

description: A dataset containing 1924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((121.6952 39.14848, 121.6835 39.14848, 121.6718 39.14848, 121.6622 39.13958, 121.6738 39.13958, 121.6642 39.13067, 121.6759 39.13067, 121.6663 39.12177, 121.678 39.12177, 121.6491 39.09506, 121.6375 39.09506, 121.6183 39.07725, 121.6066 39.07725, 121.5778 39.05055, 121.5662 39.05055, 121.5566 39.04165, 121.5449 39.04165, 121.5162 39.01495, 121.5045 39.01495, 121.495 39.00605, 121.4833 39.00605, 121.4738 38.99715, 121.4621 38.99715, 121.4504 38.99715, 121.4409 38.98825, 121.4525 38.98825, 121.443 38.97936, 121.4547 38.97936, 121.4356 38.96156, 121.4822 38.96156, 121.4727 38.95267, 121.5077 38.95267, 121.4982 38.94377, 121.5098 38.94377, 121.4908 38.92598, 121.5141 38.92598, 121.5046 38.91708, 121.5162 38.91708, 121.5067 38.90819, 121.5184 38.90819, 121.4803 38.87262, 121.492 38.87262, 121.4635 38.84594, 121.4868 38.84594, 121.4773 38.83705, 121.489 38.83705, 121.4795 38.82816, 121.4911 38.82816, 121.4817 38.81927, 121.4933 38.81927, 121.4838 38.81038, 121.4955 38.81038, 121.5524 38.86373, 121.5641 38.86373, 121.5736 38.87262, 121.5852 38.87262, 121.5969 38.87262, 121.6064 38.88151, 121.653 38.88151, 121.6435 38.87262, 121.6668 38.87262, 121.6785 38.87262, 121.688 38.88151, 121.6764 38.88151, 121.6859 38.8904, 121.6742 38.8904, 121.7028 38.91708, 121.6911 38.91708, 121.7007 38.92598, 121.6774 38.92598, 121.6869 38.93487, 121.6636 38.93487, 121.6731 38.94377, 121.6498 38.94377, 121.6593 38.95267, 121.6477 38.95267, 121.6955 38.99715, 121.7071 38.99715, 121.7167 39.00605, 121.7284 39.00605, 121.7379 39.01495, 121.7496 39.01495, 121.7592 39.02385, 121.7825 39.02385, 121.773 39.01495, 121.7846 39.01495, 121.7751 39.00605, 121.7867 39.00605, 121.7963 39.01495, 121.8196 39.01495, 121.8313 39.01495, 121.8409 39.02385, 121.8292 39.02385, 121.858 39.05055, 121.8697 39.05055, 121.8889 39.06835, 121.8656 39.06835, 121.8752 39.07725, 121.8635 39.07725, 121.8731 39.08616, 121.8147 39.08616, 121.8243 39.09506, 121.8126 39.09506, 121.803 39.08616, 121.7914 39.08616, 121.7817 39.07725, 121.7584 39.07725, 121.768 39.08616, 121.7563 39.08616, 121.7755 39.10396, 121.7522 39.10396, 121.7618 39.11287, 121.7501 39.11287, 121.7597 39.12177, 121.7481 39.12177, 121.7769 39.14848, 121.7419 39.14848, 121.7515 39.15739, 121.7048 39.15739, 121.6952 39.14848))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1924 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039780-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssbw9c
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syllis schulzi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039781-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/8g7fpq
title: PAN-00127680 - coin/coin-related, Gallische tegenkeizer (?), naar, antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00127680&lt;/p&gt;
description: Modified: 2025-10-21T11:17:14+02:00
DOI: 10.15468/dl.jg9nam
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (b554c320-0560-11d8-b851-b8a03c50a862, d003dd60-94fa-11da-a99f-b8a03c50a862)",
 "TaxonKey is Charadrahyla nephila"
 ]
}

 The dataset includes 144 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17862477
title: Dataset_V1: Corpus Balanceado de Audio Real y Sintético para Detección de Audio Falsificado en el Contexto Político Ecuatoriano

description: Este repositorio contiene la primera versión (Dataset_V1) de un corpus balanceado de audio real y sintético de figuras políticas ecuatorianas, diseñado para investigaciones en detección de audio falsificado, forénsica de voz y sistemas de verificación de hablante.

Los audios reales fueron recopilados desde la plataforma pública YouTube y posteriormente sometidos a un proceso de limpieza que incluyó: conversión a mono, normalización de amplitud, eliminación de ruido, truncado de silencios y segmentación en fragmentos de aproximadamente cuatro segundos.

Los audios sintéticos fueron generados mediante el modelo Coqui XTTSv2, utilizando muestras de referencia de cada hablante y textos previamente depurados. El proceso se llevó a cabo de forma controlada para garantizar consistencia en tonalidad, prosodia y contenido lingüístico.

El dataset final incluye:





Audios reales segmentados




Audios sintéticos segmentados generados con XTTSv2




Versión balanceada del dataset (mismo número de muestras reales y sintéticas por hablante)




Scripts utilizados para preprocesamiento, segmentación, síntesis y balanceo




Audios de referencia empleados para la clonación de voz




Gráficas de distribución antes y después del proceso de balanceo




Archivo de textos sintéticos usados durante la generación



Este conjunto de datos está destinado a apoyar investigaciones en:





detección de deepfakes de audio,




verificación de identidad por voz,




análisis de robustez de modelos de aprendizaje automático frente a audio sintético,




estudios lingüísticos y sociopolíticos basados en voces públicas.



Se publica bajo licencia CC BY-NC 4.0, lo que permite su uso académico y no comercial.Los audios sintéticos siguen además las restricciones de licencia del modelo XTTS conforme a CPML.

Si utiliza este recurso en su investigación, por favor cite este repositorio.
DOI: 10.5281/zenodo.17862476
title: Dataset_V1: Corpus Balanceado de Audio Real y Sintético para Detección de Audio Falsificado en el Contexto Político Ecuatoriano

description: Este repositorio contiene la primera versión (Dataset_V1) de un corpus balanceado de audio real y sintético de figuras políticas ecuatorianas, diseñado para investigaciones en detección de audio falsificado, forénsica de voz y sistemas de verificación de hablante.

Los audios reales fueron recopilados desde la plataforma pública YouTube y posteriormente sometidos a un proceso de limpieza que incluyó: conversión a mono, normalización de amplitud, eliminación de ruido, truncado de silencios y segmentación en fragmentos de aproximadamente cuatro segundos.

Los audios sintéticos fueron generados mediante el modelo Coqui XTTSv2, utilizando muestras de referencia de cada hablante y textos previamente depurados. El proceso se llevó a cabo de forma controlada para garantizar consistencia en tonalidad, prosodia y contenido lingüístico.

El dataset final incluye:





Audios reales segmentados




Audios sintéticos segmentados generados con XTTSv2




Versión balanceada del dataset (mismo número de muestras reales y sintéticas por hablante)




Scripts utilizados para preprocesamiento, segmentación, síntesis y balanceo




Audios de referencia empleados para la clonación de voz




Gráficas de distribución antes y después del proceso de balanceo




Archivo de textos sintéticos usados durante la generación



Este conjunto de datos está destinado a apoyar investigaciones en:





detección de deepfakes de audio,




verificación de identidad por voz,




análisis de robustez de modelos de aprendizaje automático frente a audio sintético,




estudios lingüísticos y sociopolíticos basados en voces públicas.



Se publica bajo licencia CC BY-NC 4.0, lo que permite su uso académico y no comercial.Los audios sintéticos siguen además las restricciones de licencia del modelo XTTS conforme a CPML.

Si utiliza este recurso en su investigación, por favor cite este repositorio.
DOI: 10.15468/dl.85xw3j
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Syllis torquata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039785-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.