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

description: A dataset containing 970 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macaca silenus"
 ]
}

 The dataset includes 970 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027610-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110589374
title: Persepolis Fortification Anepigraphic Tablet 0695.102, PFAnep 0695.102

description: [Text Description:] Administrative Text with seals PFUTS 0102s, PFUTS 0089s, PFUTS 0097s ❧ [Text or Publication Number Note:] PFAnep 0695.102 ❧ [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-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFUTS 0102s on obverse, PFUTS 0089 on reverse, PFUTS 0097s on left edge
DOI: 10.25549/inscriptifact-ouc110586891
title: Persepolis Fortification Aramaic Text 166, PFAT 166

description: [Text Description:] Administrative text with seals PFUTS 0079; PFATS 0203s ❧ [Text or Publication Number Note:] PFAT 166, Bowman 166 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0079 bottom edge, flat edge, reverse, upper edge; PFATS 0203s.
DOI: 10.25549/inscriptifact-ouc110586890
title: Persepolis Fortification Aramaic Text 166, PFAT 166

description: [Text Description:] Administrative text with seals PFUTS 0079; PFATS 0203s ❧ [Text or Publication Number Note:] PFAT 166, Bowman 166 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0079 bottom edge, flat edge, reverse, upper edge; PFATS 0203s.
DOI: 10.25549/inscriptifact-ouc110589365
title: Persepolis Fortification Anepigraphic Tablet 0695.102, PFAnep 0695.102

description: [Text Description:] Administrative Text with seals PFUTS 0102s, PFUTS 0089s, PFUTS 0097s ❧ [Text or Publication Number Note:] PFAnep 0695.102 ❧ [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-Text ❧ [Physical Object Description:] Clay tablet with seal impression PFUTS 0102s on obverse, PFUTS 0089 on reverse, PFUTS 0097s on left edge
DOI: 10.5281/zenodo.17584552
title: Tipologia i Cicle de Vida de les Dades

description: El dataset “Global Economic and Demographic Indicators” conté informació econòmica i demogràfica actualitzada de tots els països del món, recopilada a partir de fonts fiables com Wikipedia, que al seu torn resumeix dades oficials de l’FMI, el Banc Mundial i les Nacions Unides. Inclou tres conjunts de dades principals: el Producte Interior Brut (PIB) nominal per país, el deute públic governamental i la població de cada país i dependència. Cada registre del dataset correspon a un país o territori i mostra les mesures econòmiques i demogràfiques més recents disponibles, permetent així l’anàlisi comparativa entre nacions i l’estudi de possibles relacions entre creixement econòmic, deute i població.
DOI: 10.25549/inscriptifact-ouc110590523
title: Persepolis Fortification Aramaic Text 229, PFAT 229

description: [Text Description:] Administrative text with seal PFATS 0251 ❧ [Text or Publication Number Note:] PFAT 229, Bowman 229 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0251 on reverse. ❧ [Physical Object Note:] Damage on flat edge
DOI: 10.5281/zenodo.17584551
title: Tipologia i Cicle de Vida de les Dades

description: El dataset “Global Economic and Demographic Indicators” conté informació econòmica i demogràfica actualitzada de tots els països del món, recopilada a partir de fonts fiables com Wikipedia, que al seu torn resumeix dades oficials de l’FMI, el Banc Mundial i les Nacions Unides. Inclou tres conjunts de dades principals: el Producte Interior Brut (PIB) nominal per país, el deute públic governamental i la població de cada país i dependència. Cada registre del dataset correspon a un país o territori i mostra les mesures econòmiques i demogràfiques més recents disponibles, permetent així l’anàlisi comparativa entre nacions i l’estudi de possibles relacions entre creixement econòmic, deute i població.
DOI: 10.25549/inscriptifact-ouc110586881
title: Persepolis Fortification Aramaic Text 166, PFAT 166

description: [Text Description:] Administrative text with seals PFUTS 0079; PFATS 0203s ❧ [Text or Publication Number Note:] PFAT 166, Bowman 166 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0079 bottom edge, flat edge, reverse, upper edge; PFATS 0203s.
DOI: 10.25549/inscriptifact-ouc110586876
title: Persepolis Fortification Aramaic Text 165, PFAT 165

description: [Text Description:] Administrative text with seal PFATS 0202s ❧ [Text or Publication Number Note:] PFAT 165, Bowman 165 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0202s bottom edge, flat edge, obverse, reverse, upper edge.
DOI: 10.25549/inscriptifact-ouc110590509
title: Persepolis Fortification Aramaic Text 229, PFAT 229

description: [Text Description:] Administrative text with seal PFATS 0251 ❧ [Text or Publication Number Note:] PFAT 229, Bowman 229 ❧ [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:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0251 on reverse. ❧ [Physical Object Note:] Damage on flat edge
DOI: 10.15468/dl.2h7rz7
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Opsaridium leleupi (Matthes, 1965)"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330402-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uwx9e
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echiodon dentatus (Cuvier, 1829)"
 ]
}

 The dataset includes 121 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030945-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jq7hqk
title: Occurrence Download

description: A dataset containing 1964 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Herpsilochmus sellowi B.M.Whitney & Pacheco, 2000"
 ]
}

 The dataset includes 1964 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030940-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vur6z6
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protomelas labridens (Trewavas, 1935)"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330367-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zcr48
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monostichodus elongatus Vaillant, 1886"
 ]
}

 The dataset includes 38 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330378-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g9twhe
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dichanthium tuberculatum (Hack.) Cope"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030942-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8856j
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreochromis korogwe (Lowe, 1955)"
 ]
}

 The dataset includes 50 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330391-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gqzc4
title: Occurrence Download

description: A dataset containing 1028 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Serinus syriacus Bonaparte, 1850"
 ]
}

 The dataset includes 1028 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030943-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vsc5y
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardium maxicostatum ter Poorten, 2007"
 ]
}

 The dataset includes 49 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330392-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3rsbq
title: Occurrence Download

description: A dataset containing 2156924029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2156924029 records from 47272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0129443-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15303507
title: Dataset for the paper "Advancing Biomolecule Understanding and Design Following Human Instructions"

description: Overview

This dataset was created and released to support the research presented in the following academic paper:

Paper Title: Advancing Biomolecule Understanding and Design Following Human Instructions

Author List: Xiang Zhuang, Keyan Ding, Tianwen Lyu, Yinuo Jiang, Xiaotong Li, Zhuoyi Xiang, Zeyuan Wang, Ming Qin, Kehua Feng, Jike Wang , Qiang Zhang, and Huajun Chen

A preprint of this paper is available on ArXiv: https://arxiv.org/abs/2410.07919

This dataset includes data used for training and evaluating our proposed model.

Related Code Repository

The code associated with this dataset and the related paper "Advancing Biomolecule Understanding and Design Following Human Instructions" is open-sourced on GitHub, providing examples for data loading, preprocessing, and model implementation and evaluation:

GitHub Repository Link: https://github.com/HICAI-ZJU/InstructBioMol
DOI: 10.5281/zenodo.15303508
title: Dataset for the paper "Advancing Biomolecule Understanding and Design Following Human Instructions"

description: Overview

This dataset was created and released to support the research presented in the following academic paper:

Paper Title: Advancing Biomolecule Understanding and Design Following Human Instructions

Author List: Xiang Zhuang, Keyan Ding, Tianwen Lyu, Yinuo Jiang, Xiaotong Li, Zhuoyi Xiang, Zeyuan Wang, Ming Qin, Kehua Feng, Jike Wang , Qiang Zhang, and Huajun Chen

A preprint of this paper is available on ArXiv: https://arxiv.org/abs/2410.07919

This dataset includes data used for training and evaluating our proposed model.

Related Code Repository

The code associated with this dataset and the related paper "Advancing Biomolecule Understanding and Design Following Human Instructions" is open-sourced on GitHub, providing examples for data loading, preprocessing, and model implementation and evaluation:

GitHub Repository Link: https://github.com/HICAI-ZJU/InstructBioMol
DOI: 10.17632/fw8dbd6wg7
title: Good and bad classification of molina (Triticum durum)

description: Data Description for Good and Bad Classification of Triticum durum

The dataset used in this project focuses on the classification of Triticum durum (commonly known as durum wheat) into two categories: good and bad quality samples. The goal of the project is to build a reliable model that can accurately differentiate between high-quality and low-quality grains based on selected features.

The dataset comprises a total of 2000 samples, with an equal distribution of 1000 good and 1000 bad samples. Each sample represents a batch or unit of Triticum durum and is labeled according to quality assessment standards used in agricultural or industrial evaluation.

1. Data Collection

The samples were gathered from different harvests and suppliers to ensure variability in grain quality. Good quality samples represent grains suitable for milling and pasta production, showing desirable traits such as uniform size, color, low impurity content, and good hardness. Bad quality samples may include grains that are damaged, discolored, infested, or otherwise not meeting quality standards.

2. Features

Each sample in the dataset is characterized by several features (depending on available sensors or measurement tools), which may include:

Physical Attributes: kernel size, shape, and weight

Color Features: RGB or HSV color values from grain images

Texture Features: surface roughness or uniformity derived from image processing

Chemical/Quality Parameters (if available): protein content, moisture, and hardness index

Image-based Features: edge sharpness, contrast, or other pattern-based metrics (if machine vision is used)


These features may be numerical, categorical, or derived from digital image processing techniques.

3. Data Labeling

Each sample is labeled either as:

Good (Label = 1)

Bad (Label = 0)


Labeling was performed based on expert evaluation or using existing standards in grain quality assessment (e.g., ISO, USDA grading systems).

4. Data Format

The dataset is stored in a structured format such as:

CSV file: with rows representing individual samples and columns for each feature plus the label

Image folder (optional): if visual classification is performed, images are stored in labeled folders (e.g., /good/, /bad/) and may be linked to metadata in a CSV file


5. Purpose and Application

This dataset is designed to train and test machine learning models for the purpose of automating quality control in grain processing and agriculture. Accurate classification of Triticum durum quality can enhance supply chain efficiency, reduce waste, and improve food product quality.
DOI: 10.17632/fw8dbd6wg7.1
title: Good and bad classification of molina (Triticum durum)

description: Data Description for Good and Bad Classification of Triticum durum

The dataset used in this project focuses on the classification of Triticum durum (commonly known as durum wheat) into two categories: good and bad quality samples. The goal of the project is to build a reliable model that can accurately differentiate between high-quality and low-quality grains based on selected features.

The dataset comprises a total of 2000 samples, with an equal distribution of 1000 good and 1000 bad samples. Each sample represents a batch or unit of Triticum durum and is labeled according to quality assessment standards used in agricultural or industrial evaluation.

1. Data Collection

The samples were gathered from different harvests and suppliers to ensure variability in grain quality. Good quality samples represent grains suitable for milling and pasta production, showing desirable traits such as uniform size, color, low impurity content, and good hardness. Bad quality samples may include grains that are damaged, discolored, infested, or otherwise not meeting quality standards.

2. Features

Each sample in the dataset is characterized by several features (depending on available sensors or measurement tools), which may include:

Physical Attributes: kernel size, shape, and weight

Color Features: RGB or HSV color values from grain images

Texture Features: surface roughness or uniformity derived from image processing

Chemical/Quality Parameters (if available): protein content, moisture, and hardness index

Image-based Features: edge sharpness, contrast, or other pattern-based metrics (if machine vision is used)


These features may be numerical, categorical, or derived from digital image processing techniques.

3. Data Labeling

Each sample is labeled either as:

Good (Label = 1)

Bad (Label = 0)


Labeling was performed based on expert evaluation or using existing standards in grain quality assessment (e.g., ISO, USDA grading systems).

4. Data Format

The dataset is stored in a structured format such as:

CSV file: with rows representing individual samples and columns for each feature plus the label

Image folder (optional): if visual classification is performed, images are stored in labeled folders (e.g., /good/, /bad/) and may be linked to metadata in a CSV file


5. Purpose and Application

This dataset is designed to train and test machine learning models for the purpose of automating quality control in grain processing and agriculture. Accurate classification of Triticum durum quality can enhance supply chain efficiency, reduce waste, and improve food product quality.
DOI: 10.60797/irj.2025.155.87.2
title: Chemical composition of the reference sample of diatomite

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.90.1
title: Ответ на вопрос о выборе между качеством внешнего оформления и логикой повествования

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.87.3
title: Physical properties of the diatomite reference sample

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.87.4
title: Chemical composition of diatomites from Ethiopia

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.89.2
title: Фазы шока и характеристики уровней терапии с учетом фаз критического состояния

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.89.3
title: Рекомендации антибиотикотерапии при огнестрельных ранах ЧЛО

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.90.4
title: Некоторые результаты обработки текстов

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.90.5
title: Средние значения результатов анализа текстов

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.60797/irj.2025.155.87.10
title: Composition and properties of concrete mixtures to be calculated

description: Международный научно-исследовательский журнал, Выпуск 5 (155) 2025
DOI: 10.3535/2ha-pl4-zsz
title: Urocoptis cylindrus (Dillwyn, 1817)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ebm-ytk-s6n
title: Metafruticicola Ihering, 1892

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w59-wfr-bev
title: Mesembrinus elongatus (Röding, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/321-8tt-a8v
title: Bulimulus guadalupensis (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/exq-scr-b0p
title: Cerion Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7283/t5154fd4
title: Continuous GPS Station in the High Atlas Mountains
title: Oukaimeden Observatory, Morocco (OUCA)
DOI: 10.3535/bmr-6sl-mds
title: Polymita versicolor (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/klc-pk9-3qb
title: Euomphalia strigella (Draparnaud, 1801)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cxt-e6j-mzj
title: Xerolenta obvia (Menke, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xd1-9wv-aea
title: Calocochlea roissyana (A. Férussac, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k7n-4vc-rt1
title: Bradybaena similaris (A. Férussac, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7283/t5z31xfx
title: TZVOLCANO
title: OLO3-OLO3_OLO_TZA2016 P.S.
DOI: 10.3535/2g8-nst-gvx
title: Strigillaria vetusta (Rossmässler, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xsf-4dj-jf6
title: Cochlostyla luzonica (G. B. Sowerby I, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7283/t51v5cr2
title: TZVOLCANO
title: OLO6-OLO6_OLO_TZA2017 P.S.
DOI: 10.3535/ls3-ha7-gv5
title: Mauritia arabica arabica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s6h-zwp-a11
title: Cymbula compressa (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7283/t59c6w64
title: TZVOLCANO
title: OLO8-OLO8_OLO_TZA2017 P.S.
DOI: 10.3535/62j-b0x-elh
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.