cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.t4o1ef
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleutherodactylus cooki Grant, 1932"
 ]
}

 The dataset includes 100 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016453-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3e8fgz
title: Occurrence Download

description: A dataset containing 616 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta reflexa Roxb."
 ]
}

 The dataset includes 616 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243166-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fj9tn9
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia adenocarpa (Lex.) Schltr."
 ]
}

 The dataset includes 195 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275954-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bz9mmm
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels Capital Region, Belgium",
 "TaxonKey is Isopoda"
 ]
}

 The dataset's 8 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170337-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crhjko
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Vigna dalzelliana (Kuntze) Verdc.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016454-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rm96u
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apionichthys finis (Eigenmann, 1912)"
 ]
}

 The dataset includes 45 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243182-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uw3jmj
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrochilus acutifolius (Lindl.) Kuntze"
 ]
}

 The dataset includes 24 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272274-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dnj62
title: Occurrence Download

description: A dataset containing 53722 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa rugosa Thunb."
 ]
}

 The dataset includes 53722 records from 330 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045140-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4rkza
title: Occurrence Download

description: A dataset containing 991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hemichromis bimaculatus Gill, 1862)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 991 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049580-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5usks
title: Occurrence Download

description: A dataset containing 166022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Valerianella Mill."
 ]
}

 The dataset includes 166022 records from 671 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225658-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17295550
title: In-Silico Validation of AI-Designed Conformer-Specific Binders Targeting PrPSc

description: This dataset documents the in-silico validation and design pipeline for conformer-specific therapeutic binders targeting the pathogenic prion protein isoform (PrP^Sc) in prion diseases.

The project integrates cryo-EM structural data, AI-based binder design (AlphaFold-Multimer, RFdiffusion, ProteinMPNN), Rosetta energy evaluation, and translational delivery feasibility using lipid nanoparticles (LNPs) and focused ultrasound (FUS).

 

Using conserved structural motifs of PrP^Sc (residues 90–230), multiple synthetic binder scaffolds were generated and optimized for binding affinity, structural stability, and diagnostic potential.

Docking and energy analysis with Rosetta InterfaceAnalyzer predicted nanomolar-range affinities (ΔG ≈ –12 to –15 kcal mol⁻¹).

Diagnostic fusion modeling demonstrated that luciferase or fluorescent tags can be incorporated without interfering with binding geometry, enabling a unified “diagnose–image–target–treat” paradigm for neuroproteinopathies.

 

The dataset includes AlphaFold-predicted complexes (.pdb, .json), Rosetta scoring outputs, design scripts, SHA-256 hash verification files, and an authorship record establishing computational provenance.

All computations were performed between April–October 2025 on publicly available prion structures (PDB 6LNI, 6UUR, 7DWV).

 

This framework provides a reproducible, AI-driven blueprint for developing high-affinity, conformation-specific protein binders with translational potential across prion, tau, α-synuclein, and Huntington’s-like proteinopathies.

 
description: All computational predictions were performed using AlphaFold-Multimer v2.3 (DeepMind, 2024), RFdiffusion v1.2 (Baker Lab, 2024), ProteinMPNN (2024), and RosettaDock v3.14.

Cryo-EM reference structures: PDB 6UUR, 6LNI, 7DWV, 7LNA.

Hardware: NVIDIA A100 GPU, Ubuntu 22.04.

Dataset archived on Zenodo for transparent verification.

Digital file integrity verified via SHA-256 hash (see authorship_record.txt).

License: CC-BY-4.0 (Open Access).
DOI: 10.15468/dl.tc365h
title: Occurrence Download

description: A dataset containing 772 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Freshwater Lamprey Survey Data"
 ]
}

 The dataset includes 772 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006741-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0s34p0
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-93.80642 25.76496,-79.93652 25.31579,-75.07357 36.3622,-93.79923 36.70847,-93.80642 25.76496))",
 "HasCoordinate is true",
 "TaxonKey is Pueraria montana var. lobata (Willd.) Maesen & S.M.Almeida ex Sanjappa & Predeep",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 109 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039990-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwnqn4
title: Occurrence Download

description: A dataset containing 1339 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de fauna marina del Centro Oceanográfico de Canarias"
 ]
}

 The dataset includes 1339 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011240-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmgtg4
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "TaxonKey is Quercus oxyphylla (E.H.Wilson) Hand.-Mazz."
 ]
}

 The dataset includes 50 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000083-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbt5ra
title: Occurrence Download

description: A dataset containing 4909 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliangelus exortis (Fraser, 1840)"
 ]
}

 The dataset includes 4909 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039993-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wsf954
title: Occurrence Download

description: A dataset containing 429098 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polytrichum Hedw."
 ]
}

 The dataset includes 429098 records from 1012 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006759-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ada4va
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Caiman Spix, 1825",
 "Year 1800-2020"
 ]
}

 The dataset includes 261 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143620-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15081525
title: РОЛЬ ОБРАЗНОСТИ В ФОРМИРОВАНИИ ФРАЗЕОЛОГИЗМОВ И ФРАЗЕОЛОГИЧЕСКИХ НОМИНАЦИЙ

description: Статья посвящена исследованию роли образности как ключевого фактора в формировании фразеологизмов и фразеологических номинаций в русском языке. Рассматриваются механизмы метафоризации, метонимии и символизации, лежащие в основе создания устойчивых выражений. Особое внимание уделяется взаимодействию образности с культурно-историческим контекстом, а также её влиянию на семантическую структуру фразеологизмов. На основе анализа примеров из русского языка выявляются закономерности перехода образных представлений в языковые единицы, обладающие номинативной функцией. Исследование опирается на труды российских лингвистов и использует методы семантического и когнитивного анализа.
DOI: 10.5281/zenodo.15081526
title: РОЛЬ ОБРАЗНОСТИ В ФОРМИРОВАНИИ ФРАЗЕОЛОГИЗМОВ И ФРАЗЕОЛОГИЧЕСКИХ НОМИНАЦИЙ

description: Статья посвящена исследованию роли образности как ключевого фактора в формировании фразеологизмов и фразеологических номинаций в русском языке. Рассматриваются механизмы метафоризации, метонимии и символизации, лежащие в основе создания устойчивых выражений. Особое внимание уделяется взаимодействию образности с культурно-историческим контекстом, а также её влиянию на семантическую структуру фразеологизмов. На основе анализа примеров из русского языка выявляются закономерности перехода образных представлений в языковые единицы, обладающие номинативной функцией. Исследование опирается на труды российских лингвистов и использует методы семантического и когнитивного анализа.
DOI: 10.18150/k90t4v
title: Quantification of MyHC positive area in bioprinted samples

description: Quantification of MyHC positive area in bulk and bioprinted samples
DOI: 10.15468/dl.xf62fe
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Ormosia microphylla Merr."
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001570-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftfm7u
title: Occurrence Download

description: A dataset containing 1253300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthocharis cardamines (Linnaeus, 1758))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 1253300 records from 2620 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001562-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/h2s22wr5py.1
title: Cattle side view and back view dataset

description: The dataset was collected from small villages in eastern Chinese Inner Mongolia Autonomous region, which is known as the hometown of Horqin cattle. The dataset contains side and back views of 72 cattle. Each cattle is accompanied by detailed annotations, including oblique body length, withers height, heart girth, hip length, as well as body weight among other crucial data points. At present, the number of image datasets that can be used to analyze cattle is very limited. In the public datasets, most of them contain multiple cows in each image, which is mainly for recognition tasks, and it is impossible to determine the detailed feature points of each cow to measure the body size. This data set allows us to perform more complex estimation tasks such as automated measurements and weight prediction. In the field of computer vision, utilizing this dataset can facilitate the construction of deep learning models to develop an automated livestock monitoring system. Improve the management efficiency and economic benefits of animal husbandry.
DOI: 10.17632/h2s22wr5py.2
title: Cattle side view and back view dataset

description: The dataset was collected from small villages in eastern Chinese Inner Mongolia Autonomous region, which is known as the hometown of Horqin cattle. The dataset contains side and back views of 72 cattle. Each cattle is accompanied by detailed annotations, including oblique body length, withers height, heart girth, hip length, as well as body weight among other crucial data points. At present, the number of image datasets that can be used to analyze cattle is very limited. In the public datasets, most of them contain multiple cows in each image, which is mainly for recognition tasks, and it is impossible to determine the detailed feature points of each cow to measure the body size. This data set allows us to perform more complex estimation tasks such as automated measurements and weight prediction. In the field of computer vision, utilizing this dataset can facilitate the construction of deep learning models to develop an automated livestock monitoring system. Improve the management efficiency and economic benefits of animal husbandry.
DOI: 10.17632/h2s22wr5py.3
title: Cattle side view and back view dataset

description: The dataset was collected from small villages in eastern Chinese Inner Mongolia Autonomous region, which is known as the hometown of Horqin cattle. The dataset contains side and back views of 72 cattle. Each cattle is accompanied by detailed annotations, including oblique body length, withers height, heart girth, hip length, as well as body weight among other crucial data points. At present, the number of image datasets that can be used to analyze cattle is very limited. In the public datasets, most of them contain multiple cows in each image, which is mainly for recognition tasks, and it is impossible to determine the detailed feature points of each cow to measure the body size. This data set allows us to perform more complex estimation tasks such as automated measurements and weight prediction. In the field of computer vision, utilizing this dataset can facilitate the construction of deep learning models to develop an automated livestock monitoring system. Improve the management efficiency and economic benefits of animal husbandry.
DOI: 10.17632/xym9jvfcwn.1
title: SEC-MALS and WAXS data of irradiated and hydrolysed (under alkaline conditions) cellulosic tissues

description: Supplementary dataset of the SEC MALS and WAXS analyses performed on (non)-irradiated cellulosic tissues degraded under hyperalkaline conditions (pH &gt; 13), simulating fresh cement water. 
Measurements of SEC MALS were performed by Leena Pitkänen and Timo Ylönen (Aalto University, Finland). 
Measurements of WAXS were performed by Samuel Eyley (KULeuven, Belgium). 
Datasets accompanying the following paper:
Bleyen Nele, Van Gompel Veerle, Eyley Samuel, Durce Delphine, Thielemans Wim and Valcke Elie (2025). New insights in long-term alkaline degradation mechanism of cellulosic materials in radioactive waste. Published in Cellulose (2025): https://doi.org/10.1007/s10570-025-06499-7
DOI: 10.13145/bacdive123101.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive123101.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0114790.10fu
title: SH0114790.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0114791.10fu
title: SH0114791.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive123102.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive123102.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive123103.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive123103.20251217.10
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0114792.10fu
title: SH0114792.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive123104.20241212.9.2
title: Streptomyces sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.