cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/05t-hdn-ra9
title: †Bolivinoides Cushman, 1927

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b1v-t4b-z19
title: Bulimina marginata d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1nl-8lg-3qf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/91v-2xc-81h
title: Spiroloculina tenuiseptata Brady, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r3h-6tb-3g3
title: †Cythereis pulchra Jennings, 1936

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25549/inscriptifact-ouc110828658
title: Persepolis Fortification Elamite Tablet 0831, PF 0831

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF 0831 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge. ❧ [Physical Object Note:] Damage on left edge, cracks and damage on obverse. Crack on right edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110828653
title: Persepolis Fortification Elamite Tablet 0831, PF 0831

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF 0831 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge. ❧ [Physical Object Note:] Damage on left edge, cracks and damage on obverse. Crack on right edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110828627
title: Persepolis Fortification Elamite Tablet 0831, PF 0831

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF 0831 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge. ❧ [Physical Object Note:] Damage on left edge, cracks and damage on obverse. Crack on right edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110828576
title: Persepolis Fortification Elamite Tablet 0831, PF 0831

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF 0831 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge. ❧ [Physical Object Note:] Damage on left edge, cracks and damage on obverse. Crack on right edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110828506
title: Persepolis Fortification Elamite Tablet 0831, PF 0831

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF 0831 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge. ❧ [Physical Object Note:] Damage on left edge, cracks and damage on obverse. Crack on right edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110828501
title: Persepolis Fortification Elamite Tablet 0831, PF 0831

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF 0831 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge. ❧ [Physical Object Note:] Damage on left edge, cracks and damage on obverse. Crack on right edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110828494
title: Persepolis Fortification Elamite Tablet 0831, PF 0831

description: [Text Description:] Administrative text with seal ❧ [Text or Publication Number Note:] PF 0831 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on left edge. ❧ [Physical Object Note:] Damage on left edge, cracks and damage on obverse. Crack on right edge, upper edge.
DOI: 10.5281/zenodo.18265626
title: Processed dataset derived from d-portal ("social enterprise" query) for SDG text analysis

description: This dataset contains 949 project records retrieved from d-portal.org using the keyword “social enterprise”.

Variables include:- Actual start date- Activity title- General description (main analytical text)- Objectives

Data were collected on September 30, 2025.

The “General” field was used as the primary unit of text analysis.

Text preprocessing, SDG keyword mapping, network analysis, and topic modeling were conducted using Python 3.11.
DOI: 10.5281/zenodo.18265627
title: Processed dataset derived from d-portal ("social enterprise" query) for SDG text analysis

description: This dataset contains 949 project records retrieved from d-portal.org using the keyword “social enterprise”.

Variables include:- Actual start date- Activity title- General description (main analytical text)- Objectives

Data were collected on September 30, 2025.

The “General” field was used as the primary unit of text analysis.

Text preprocessing, SDG keyword mapping, network analysis, and topic modeling were conducted using Python 3.11.
DOI: 10.15468/pv7vds
title: Occurrence records of southern African aquatic biodiversity

description: Specimen-records (of physical specimens) of fishes, mostly from southern Africa and surrounding oceans, but also from elsewhere in the world.
DOI: 10.7910/dvn/ejdeot
title: Innovation package and scaling readiness of healthy diets innovations identified or being developed within the framework of the HealthyDiets4Africa project

description: The objective is to map the existing ready to scale food diversification innovations identified or documented from the other work packages. The sub tasks are: 
a. Mapping the existing ready to scale innovations, and
b. Assessing the scaling readiness of those technologies, tools and option using the CGIAR scaling readiness guideline (Sartas et al., 2020). The healthy diet innovation data template and data description sheets were prepared and shared with all 20 consortium members. The data collection process started in early 2023 and is on-going. The data was entered by main contact person of each institution after consultation with institution colleagues and partners. The data sheet was returned to Sali Ndindeng who then held one-to-one interview sessions with the main contact person to review the data entered. This data will be shared with all consortium members for validation before publication. However, this data will be updated each year to get the current innovation readiness and innovation use levels.
DOI: 10.15468/dl.g7nvzu
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Populus euphratica",
 "Year 1970-2000"
 ]
}

 The dataset includes 103 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013540-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.up76st
title: Occurrence Download

description: A dataset containing 573259 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonum aviculare"
 ]
}

 The dataset includes 573259 records from 3167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013486-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.392r95
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dolichopteroides Parin, Belyanina & Evseenko, 2009",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((9.2698 2.0276,9.1702 1.8496,17.9648 1.8496,17.9648 10.8496,8.9648 10.8496,8.9648 2.8113,8.9984 2.8234,9.2654 3.2175,9.4253 3.0783,9.2698 2.0276))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008669-250525065834625/datasets/export for details.
DOI: 10.57701/suf.rsdj.2011.1-0
title: Abgeschlossene Rehabilitation 2011
title: SUF
title: RSDJ

description: Scientific Use File Abgeschlossene Rehabilitation (SUF.RSDJ):Grundlage des Querschnittsdatensatzes SUF.RSDJ ist die Reha-Statistik-Datenbasis (§ 4 RSVwV, SK94). Die Grundgesamtheit des SUF.RSDJ bilden Personen, die mindestens eine medizinische oder berufliche Rehabilitation abgeschlossen haben. Dargestellt werden jeweils die jüngsten Reha-Leistungen der Person; für die medizinische Rehabilitation ist dies auf vier, für die berufliche Rehabilitation auf sechs beschränkt. Es wird eine disproportional geschichtete Zufallsstichprobe gezogen, die 10 Prozent für Personen mit mindestens einer medizinischen Leistung, 35 Prozent für Personen mit mindestens einer Leistung zur Teilhabe am Arbeitsleben sowie 35 Prozent für Personen, die sowohl medizinische als auch berufliche Leistungen in Anspruch genommen haben.Neben soziodemographischen Angaben fließen Informationen aus Reha-Antrag und -Bescheid wie beispielsweise Leistungs- oder Durchführungsart ein. Die sozialmedizinische Dokumentation bei Entlassung umfasst unter anderem Informationen zu Reha-Dauer, Behandlungsform, fünf ICD-Diagnosen, Entlassungsform, Vorschläge für nachfolgende Maßnahmen, Arbeitsfähigkeit und Leistungsvermögen.
DOI: 10.15468/dl.qsuzfn
title: Occurrence Download

description: A dataset containing 12594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anilios Gray, 1845",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12594 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008670-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cftzy6
title: Occurrence Download

description: A dataset containing 32810307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "PublishingCountry is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 32810307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012252-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq977c
title: Occurrence Download

description: A dataset containing 831 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasylirion acrotrichum (Schiede) Zucc."
 ]
}

 The dataset includes 831 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012258-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28852013
title: BigWig Files

description: RNA immunoprecipitation-sequencing (RIP-Seq) data on Tet1 KO CPUs
DOI: 10.15468/dl.xa2pg2
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is one of (Russian Federation, Mongolia)",
 "Geometry POLYGON((72.26161 38.52206,108.35544 38.52206,108.35544 57.30986,72.26161 57.30986,72.26161 38.52206))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)",
 "Year 1980-2025"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002819-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwc3r5
title: Occurrence Download

description: A dataset containing 1756469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2009",
 "Month is December"
 ]
}

 The dataset includes 1756469 records from 512 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002810-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13133/uniroma1/zmhdts
title: al-Fajr_1-4_1990_02_The Heritage of Political Thought in Tunis: Features and Horizons, The Left Reproduces the Idol

description: The article "The Heritage of Political Thought in Tunis: Features and Horizons; The Left Reproduces the Idol" is written by Nur al-Din Ben Bashir and published on 12 May 1990. It discusses the shortcomings of the Tunisian Marxist Left, asserting that these shortcomings are largely due to a rigid commitment to outdated figures and ideologies. This is characterized as a repetition of a political "idol." The document is presented in its original Arabic language with OCR processing to enable text searchability.
DOI: 10.15468/dl.zrsz22
title: Occurrence Download

description: A dataset containing 1316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Anser canagicus (Sevastianov, 1802)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1316 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011663-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tabtr
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aspidoscelis labialis (Stejneger, 1890)"
 ]
}

 The dataset includes 598 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000675-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buv5wr
title: Occurrence Download

description: A dataset listing the 88 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Apidae, Andrenidae, Colletidae, Halictidae, Megachilidae, Melittidae)",
 "Year is less than or equal to 2023"
 ]
}

 The dataset's 88 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000666-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnkvn5
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014834-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9bf66
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, India, Bangladesh, Nepal, Bhutan, Myanmar, Lao People’s Democratic Republic, Viet Nam, Thailand, Cambodia, Philippines, Malaysia, Indonesia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corymbia citriodora"
 ]
}

 The dataset includes 80 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041620-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29978509
title: Lithium isotopic composition of authigenic carbonate in the GoM

description: The mineralogy and elemental and isotopic geochemistry of authigenic carbonates from six sites in the Gulf of Mexico
DOI: 10.6084/m9.figshare.29978509.v1
title: Lithium isotopic composition of authigenic carbonate in the GoM

description: The mineralogy and elemental and isotopic geochemistry of authigenic carbonates from six sites in the Gulf of Mexico
DOI: 10.5281/zenodo.16908030
title: Prompt2MusicBench: A Structured Prompt Dataset for Controllable Music Generation

description: Prompt2MusicBench is a large-scale dataset of 24800 structured text prompts designed for studying controllability in text-to-music models such as MusicGen. Prompts vary systematically across genre, tempo (BPM), instrument, and mood, and include 8 structural variants × 2 paraphrase forms for each combination.

This dataset contains only prompts (CSV) — no audio files. A companion dataset (Prompt2MusicLibrary) has all the 24800 audio clips generated from these prompts using facebook/musicgen-small.

Direct Use:

Training or evaluating audio classification models for genre, instrument, mood, or tempo.

Benchmarking controllability of text-to-music models (does the generated audio follow the prompt attributes?).

Studying prompt engineering effects in music generation.

Serving as a resource for multimodal models (text ↔ audio alignment).

Out-of-Scope Use:

The dataset itself contains only text prompts, not raw audio.

It should not be used as a source of real music recordings or as ground-truth for music transcription or speech recognition.

Dataset Structure:

Each row in the CSV corresponds to one prompt instance.

Columns:

id: Unique integer identifier.

prompt_text: The full structured prompt (e.g., “A peaceful ambient track at 80 BPM featuring synthesizer.”).

genre: The musical genre (11 genres: ambient, lo-fi hip hop, jazz, rock, pop, house, techno, trap, drum and bass, classical, folk).

tempo_bpm: Target tempo in beats per minute (BPM).

instrument: The lead instrument requested (genre-specific).

mood: Mood or affective descriptor (peaceful, melancholic, romantic, suspenseful, etc.).

structure_id: Indicates the prompt structure template used. Eight structure types are included, varying how the same musical attributes are phrased (e.g., canonical_simple, genre_first, instrument_first, mood_emphasized, verbose_descriptive, minimal_terse, instructional_command, creative_poetic).

paraphrase_id: Within each structure, two paraphrase variants are provided (0, 1) to increase linguistic diversity.

Example:

0: “A melancholic jazz track at 120 BPM featuring trumpet.”

1: “This is a melancholic jazz song with trumpet, played at 120 BPM.”
DOI: 10.5281/zenodo.16908031
title: Prompt2MusicBench: A Structured Prompt Dataset for Controllable Music Generation

description: Prompt2MusicBench is a large-scale dataset of 24800 structured text prompts designed for studying controllability in text-to-music models such as MusicGen. Prompts vary systematically across genre, tempo (BPM), instrument, and mood, and include 8 structural variants × 2 paraphrase forms for each combination.

This dataset contains only prompts (CSV) — no audio files. A companion dataset (Prompt2MusicLibrary) has all the 24800 audio clips generated from these prompts using facebook/musicgen-small.

Direct Use:

Training or evaluating audio classification models for genre, instrument, mood, or tempo.

Benchmarking controllability of text-to-music models (does the generated audio follow the prompt attributes?).

Studying prompt engineering effects in music generation.

Serving as a resource for multimodal models (text ↔ audio alignment).

Out-of-Scope Use:

The dataset itself contains only text prompts, not raw audio.

It should not be used as a source of real music recordings or as ground-truth for music transcription or speech recognition.

Dataset Structure:

Each row in the CSV corresponds to one prompt instance.

Columns:

id: Unique integer identifier.

prompt_text: The full structured prompt (e.g., “A peaceful ambient track at 80 BPM featuring synthesizer.”).

genre: The musical genre (11 genres: ambient, lo-fi hip hop, jazz, rock, pop, house, techno, trap, drum and bass, classical, folk).

tempo_bpm: Target tempo in beats per minute (BPM).

instrument: The lead instrument requested (genre-specific).

mood: Mood or affective descriptor (peaceful, melancholic, romantic, suspenseful, etc.).

structure_id: Indicates the prompt structure template used. Eight structure types are included, varying how the same musical attributes are phrased (e.g., canonical_simple, genre_first, instrument_first, mood_emphasized, verbose_descriptive, minimal_terse, instructional_command, creative_poetic).

paraphrase_id: Within each structure, two paraphrase variants are provided (0, 1) to increase linguistic diversity.

Example:

0: “A melancholic jazz track at 120 BPM featuring trumpet.”

1: “This is a melancholic jazz song with trumpet, played at 120 BPM.”
DOI: 10.5281/zenodo.15283046
title: On the Importance of Expert‐Informed Variable Selection in Species Distribution Modelling
DOI: 10.5281/zenodo.15283047
title: On the Importance of Expert‐Informed Variable Selection in Species Distribution Modelling