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

description: A dataset listing the 0 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Invasive and Introduced Species - Norway"
 ]
}

 The dataset's 0 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014567-251120083545085/datasets/export for details.
DOI: 10.17605/osf.io/hbndz
title: Negative reviews Google Maps (Belgian French - Belgian Dutch)

description: An overview of 200 negatieve restaurant reviews (100 Belgian French, 100 Belgian Dutch) of Google Maps used for a comparative analysis for a master thesis at KU Leuven
DOI: 10.15468/dl.94p5h7
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cedrelinga catenaeformis"
 ]
}

 The dataset includes 82 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014569-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv6dph
title: Occurrence Download

description: A dataset containing 3235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argemone polyanthemos",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3235 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014570-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17611498
title: Simulation and Design Files for "Intrinsic Twist and Scaffold Continuity Govern the Conformational Dynamics of DNA Origami Nanosheets"

description: This dataset contains the simulation files used in the study“Intrinsic Twist and Scaffold Continuity Govern the Conformational Dynamics of DNA Origami Nanosheets.”All simulations were performed using the coarse-grained oxDNA model to investigate how intrinsic twist and lattice continuity (seamed vs. seamless designs) shape the conformational free-energy landscape of DNA origami nanosheets.

The repository is organized into two main categories—Seamed and Seamless—corresponding to different scaffold routing architectures. Each design variant includes:

• caDNAno design files

Blueprints used to generate each nanosheet architecture.

• Equilibrium simulation data

Initial and final configurations, oxDNA input files, mean structures, RMSD/RMSF data, and total energy outputs (no trajectory files).

• WHAM free-energy reconstruction files

100 colvars files per system, associated metadata, and WHAM results.For structures pulled in both directions, top_wham and bot_wham folders are provided.

• Complete umbrella-sampling dataset (one representative case)

For the seamed–main design pulled in the bottom-closing direction, full umbrella-sampling files are included:100 initial and final configurations, window energies, order-parameter time series, and mutual trap files for all windows.

All other systems include the full preparation, equilibrium, and WHAM data, but omit large umbrella-sampling trajectories to keep the dataset compact. The complete example demonstrates the full workflow required to reproduce the analysis.

For questions, please contact: Reza Soheilifard (r.soheilifard@hsu.ac.ir).
DOI: 10.34740/kaggle/dsv/13912973
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17755187
title: cneuromod-things

description: CNeuroMod-THINGS, a densely-sampled fMRI dataset for visual neuroscience
DOI: 10.5281/zenodo.17755517
title: Database on high pathogenicity avian influenza viruses in albatrosses and petrels (ACAP HPAI)

description: High pathogenicity avian influenza (HPAI) viruses have rapidly emerged as a major global threat to wildlife, with severe consequences for seabird populations. Albatrosses and petrels (order Procellariiformes) are particularly vulnerable due to their long lifespan, low reproductive rates, and strong site fidelity. Since 2021, HPAI viruses have caused unprecedented mortality in seabird communities worldwide and have expanded into the core range of procellariiform species, including sub-Antarctic and Antarctic regions. In response to the urgent need for timely, species-relevant information, the Agreement on the Conservation of Albatrosses and Petrels (ACAP) established the High Pathogenicity H5Nx Avian Influenza Intersessional Correspondence Group (HPAI-ICG), which developed the ACAP HPAI database—an openly accessible, regularly updated resource that consolidates all known suspected and confirmed HPAI events involving procellariiform birds (albatrosses, petrels, shearwaters, prions, fulmars, and storm-petrels). The database compiles information from global and national reporting systems, scientific literature, genetic repositories, government communications, and direct expert notifications. Events are standardized using transparent case definitions, cross-referenced and validated by subject-matter experts, and complemented by metadata on species, location, diagnostic methods, morbimortality impacts, and availability of genomic data.
DOI: 10.5281/zenodo.17755503
title: cneuromod-things

description: CNeuroMod-THINGS, a densely-sampled fMRI dataset for visual neuroscience
DOI: 10.6084/m9.figshare.30740555.v1
title: Phylogenomic trees of <i>Plethodon</i>

description: # Plethodon phylogenomic trees## IQ-Tree and wASTRAL### 'plethodon-cat.treefile'Concatenated IQ-Tree analysis of all 198 samples ### 'wASTRAL-plethodon.tree'Species tree from wASTRAL with samples assigned to species, phylogroups, or polyphyletic/paraphyletic units## Ultrametric trees### 'Plethodon-MCMCtree-10Ma.tre'Time-calibrated MCMCtree "Figtree" output tree. Includes 95% HPD. *Branch lengths are in units of 10 Ma!Since this file is not readily usable for in most programs for comparative analyses, additional files were prepared below.### 'plethodon-unpruned.tree'Time-calibrated topology taken from 'Plethodon_MCMCtree_10Ma.tre', but with branch units converted to 1 Ma (no HPD included). Can be easily imported into R or other software for comparative analyses.### 'plethodon-pruned.tree'Same tree as 'plethodon-unpruned.tree', but intraspecific groups (e.g. phylogroups or polyphyletic samples) were pruned so that each named species is represented by a single tip. <br>
DOI: 10.5281/zenodo.17755158
title: cneuromod-things

description: CNeuroMod-THINGS, a densely-sampled fMRI dataset for visual neuroscience
DOI: 10.5281/zenodo.17755442
title: Molecular Dynamics Simulation Dataset: Bovine Pancreatic Trypsin Inhibitor (PDB: 6PTI)

description: This repository contains a 100 ns molecular dynamics trajectory of Bovine Pancreatic Trypsin Inhibitor (BPTI), a canonical model system for protein folding and dynamics studies. The dataset includes the protein-only trajectory extracted from a full solvated simulation, providing a standardized benchmark for methodological development in structural bioinformatics.

Intended UseThis curated protein trajectory is optimized for:



Method development in trajectory analysis and visualization

Benchmarking conformational sampling algorithms

Educational purposes in computational biophysics

Validation of analysis pipelines
DOI: 10.15468/dl.pnmxrj
title: Occurrence Download

description: A dataset containing 5521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aristida purpurea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5521 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014571-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be85nx
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tachiramantis prolixodiscus"
 ]
}

 The dataset includes 115 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014572-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxpknv
title: Occurrence Download

description: A dataset containing 1595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.61896 0.43549,-84.91925 -19.1837,-67.80251 -19.0836,-67.80251 0.68574,-84.61896 0.43549))",
 "TaxonKey is Adenomera andreae"
 ]
}

 The dataset includes 1595 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014575-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.8z53od6d
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (8 records)
DOI: 10.15468/dl.snv4eb
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anathallis heloisae"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014574-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ns99jc
title: Occurrence Download

description: A dataset containing 1378944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus"
 ]
}

 The dataset includes 1378944 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014568-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/xjpqug
title: PMMA-Polytechnique Montréal Mobility Aids Dataset

description: Nous proposons un jeu de données sur les usagers de la route utilisant des aides à la mobilité, enregistré à l’aide d’une caméra stéréo dans le stationnement extérieur de Polytechnique Montréal. Nous classons les usagers de la route en neuf catégories. Ce jeu de données peut être utilisé pour l’étude des tâches de détection et de suivi d’objets pour différents usagers de la route.
&lt;br&gt;&lt;/br&gt;
We provide a mobility aids road user dataset recorded with a stereo camera in the outdoor parking lot of Polytechnique Montréal. We category road users into 9 categories. The dataset can be used for the study of the object detection and tracking task for different road users.
description: Les métadonnées ont été mises à jour et corrigées.
DOI: 10.25592/uhhfdm.8902
title: Multispectral Imaging Data of Ms. or. quart. 1105 and Ms. or. quart. 1121 of Staatsbibliothek zu Berlin - Preußischer Kulturbesitz

description: Multispectral Imaging Data of selected areas of erased writing of Ms. or. quart. 1105 3r and 5r and Ms. or. quart. 1121 2r captured on the 31 of May 2017 at the Centre for the Study of Manuscript Cultures (CSMC) while both manuscripts were being catalogued.

The manuscripts are owned by Staatsbibliothek zu Berlin Preußischer Kulturbesitz (https://ror.org/02ysgg478).

Ms. or. quart. 1105 is an Arabic multiple-text manuscript of thirteen treatises on various Christian subjects written on parchment. Some of them are translations from Greek texts.<br>
<br>
Ms. or. quart. 1121 is an Arabic composite manuscript of two texts written on paper. The first work consists of the tenth part of a biographical work, which was made a bequest to a library in Kairo in 761 hijra /1359-60 AD by a former owner. The last text, being a mystical treatise, was copied in 1050 hijra / 1641 AD.

The preview images (000–003) are part of the page Ms. or. quart. 1105 3r.
description: The research for project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) within the Sonderforschungsbereich 950 (SFB 950). The research was conducted within the scope of the Centre for the Study of Manuscript Cultures (CSMC) at Universität Hamburg. In cooperation with Katalogisierung der Orientalischen
Handschriften in Deutschland (KOHD), a project financed by the Akademie der
Wissenschaften zu Göttingen.
description: {"references": ["https://orient-mss.kohd.adw-goe.de/receive/KOHDArabicMSBook_islamhs_00001700", "https://orient-mss.kohd.adw-goe.de/receive/KOHDArabicMSBook_islamhs_00001701"]}
DOI: 10.25592/uhhfdm.8901
title: Multispectral Imaging Data of Ms. or. quart. 1105 and Ms. or. quart. 1121 of Staatsbibliothek zu Berlin - Preußischer Kulturbesitz

description: Multispectral Imaging Data of selected areas of erased writing of Ms. or. quart. 1105 3r and 5r and Ms. or. quart. 1121 2r captured on the 31 of May 2017 at the Centre for the Study of Manuscript Cultures (CSMC) while both manuscripts were being catalogued.

The manuscripts are owned by Staatsbibliothek zu Berlin Preußischer Kulturbesitz (https://ror.org/02ysgg478).

Ms. or. quart. 1105 is an Arabic multiple-text manuscript of thirteen treatises on various Christian subjects written on parchment. Some of them are translations from Greek texts.<br>
<br>
Ms. or. quart. 1121 is an Arabic composite manuscript of two texts written on paper. The first work consists of the tenth part of a biographical work, which was made a bequest to a library in Kairo in 761 hijra /1359-60 AD by a former owner. The last text, being a mystical treatise, was copied in 1050 hijra / 1641 AD.

The preview images (000–003) are part of the page Ms. or. quart. 1105 3r.
description: The research for project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) within the Sonderforschungsbereich 950 (SFB 950). The research was conducted within the scope of the Centre for the Study of Manuscript Cultures (CSMC) at Universität Hamburg. In cooperation with Katalogisierung der Orientalischen
Handschriften in Deutschland (KOHD), a project financed by the Akademie der
Wissenschaften zu Göttingen.
description: {"references": ["https://orient-mss.kohd.adw-goe.de/receive/KOHDArabicMSBook_islamhs_00001700", "https://orient-mss.kohd.adw-goe.de/receive/KOHDArabicMSBook_islamhs_00001701"]}
DOI: 10.15468/dl.eaasyb
title: Occurrence Download

description: A dataset containing 5222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neogale, Mustela vison, Neovison vison)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON ((-84.76571 41.22334, -58.93394 41.22334, -58.93394 49.85477, -84.76571 49.85477, -84.76571 41.22334))",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 5222 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014576-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25592/uhhfdm.17152
title: Multispectral Data individual pages of manuscripts "Springer 5", "Glaser 2", "SHT2076" and "SHTI381" of the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz

description: The data acquisition of the following cultural heritage objects was performed in November 2016, at the end of the multispectral imaging campaign to recover the damaged writing (palimpsest) in 'SBB Peterman II Nachtrag 24', which contains the earliest Coptic version of the Book of Enoch. The imaging was carried out at the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz (https://ror.org/02ysgg478). The campaign was co-organised by the Early Manuscript Electronic Library (EMEL), the Centre for the Study of Manuscript Cultures (CSMC), the Bundesanstalt für Materialforschung und -prüfung (BAM) and the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz. Imaging was carried out using the CSMC Megavision E7 multispectral imaging system, which was overhauled and upgraded by Megavision senior engineer Ken Boydston prior to the imaging campaign. Image processing of the acquired data was completed by Ivan Shevchuk in January 2017. The MSI system was operated by Damianos Kasotakis (EMEL) and Ivan Shevchuk (CSMC).

These particular manuscripts were selected by the staff of the Staatsbibliothek zu Berlin - Preussischer Kulturbesitz.

SBB Springer 5

SBB Glaser 2

SBB SHT2076

SBB SHTI381

(links to digitized manuscripts online)

Images in preview are compressed and of lower quality. They are mainly intended for simple viewing. Original, high quality, TIF images can be found in the Color and PROCESSED folders, within the zip file. For information about filenames and folder structure as well as MSI system related info, please read the Brief Descriptions of Multispectral Imaging (MSI) Datasets .
description: The research for this project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) within the Sonderforschungsbereich 950 (SFB 950) and under Germany's Excellence Strategy – EXC 2176 'Understanding Written Artefacts: Material, Interaction and Transmission in Manuscript Cultures', project no. 390893796. The research was conducted within the scope of the Centre for the Study of Manuscript Cultures (CSMC) at Universität Hamburg in collaboration with the Bundesanstalt für Materialforschung und -prüfung (BAM), Early Manuscripts Electronic Library (EMEL) and the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz.
description: {"references": ["https://ror.org/02ysgg478"]}
DOI: 10.25592/uhhfdm.17151
title: Multispectral Data individual pages of manuscripts "Springer 5", "Glaser 2", "SHT2076" and "SHTI381" of the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz

description: The data acquisition of the following cultural heritage objects was performed in November 2016, at the end of the multispectral imaging campaign to recover the damaged writing (palimpsest) in 'SBB Peterman II Nachtrag 24', which contains the earliest Coptic version of the Book of Enoch. The imaging was carried out at the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz (https://ror.org/02ysgg478). The campaign was co-organised by the Early Manuscript Electronic Library (EMEL), the Centre for the Study of Manuscript Cultures (CSMC), the Bundesanstalt für Materialforschung und -prüfung (BAM) and the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz. Imaging was carried out using the CSMC Megavision E7 multispectral imaging system, which was overhauled and upgraded by Megavision senior engineer Ken Boydston prior to the imaging campaign. Image processing of the acquired data was completed by Ivan Shevchuk in January 2017. The MSI system was operated by Damianos Kasotakis (EMEL) and Ivan Shevchuk (CSMC).

These particular manuscripts were selected by the staff of the Staatsbibliothek zu Berlin - Preussischer Kulturbesitz.

SBB Springer 5

SBB Glaser 2

SBB SHT2076

SBB SHTI381

(links to digitized manuscripts online)

Images in preview are compressed and of lower quality. They are mainly intended for simple viewing. Original, high quality, TIF images can be found in the Color and PROCESSED folders, within the zip file. For information about filenames and folder structure as well as MSI system related info, please read the Brief Descriptions of Multispectral Imaging (MSI) Datasets .
description: The research for this project was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) within the Sonderforschungsbereich 950 (SFB 950) and under Germany's Excellence Strategy – EXC 2176 'Understanding Written Artefacts: Material, Interaction and Transmission in Manuscript Cultures', project no. 390893796. The research was conducted within the scope of the Centre for the Study of Manuscript Cultures (CSMC) at Universität Hamburg in collaboration with the Bundesanstalt für Materialforschung und -prüfung (BAM), Early Manuscripts Electronic Library (EMEL) and the Staatsbibliothek zu Berlin - Preußischer Kulturbesitz.
description: {"references": ["https://ror.org/02ysgg478"]}
DOI: 10.15468/dl.7ddn57
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Eremophilus mutisii"
 ]
}

 The dataset includes 92 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014578-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.5szpzejz
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (284 records)
DOI: 10.34740/kaggle/dsv/13913048
title: Indonesian Hoax News Dataset
DOI: 10.17605/osf.io/bmzh3
title: Amphibian Tolerance to Arsenic

description: Amphibian Tolerance to Arsenic and microbiome
DOI: 10.5281/zenodo.17751590
title: CroSloMet: Croatian-Slovene datasets for metaphor detection and metaphor name generation

description: CroSloMet is a collection of four Croatian and Slovene datasets for metaphor detection and metaphor name generation tasks. It contains over 1,120 metaphorical and 1,120 literal sentences in Croatian and Slovene, which are grounded in the MetaNet.HR framework. Each sentence is annotated with the corresponding conceptual metaphor, linguistic multi-word expression, canonical forms, and literal usage. Two datasets are used for metaphor detection and two for metaphor name generation. 

In the metaphor detection sets, the text contains an expression marked with asterisks, and the task is binary: the expression is either metaphorical (1) or literal (0).

In the metaphor name generation sets, the text contains an expression marked with asterisks, and the task is to generate either the English name of the metaphor or the Croatian name in the Croatian data (or "/" if the expression is literal). For the Slovenian data, only the English metaphor name is used.
DOI: 10.5281/zenodo.17751591
title: CroSloMet: Croatian-Slovene datasets for metaphor detection and metaphor name generation

description: CroSloMet is a collection of four Croatian and Slovene datasets for metaphor detection and metaphor name generation tasks. It contains over 1,120 metaphorical and 1,120 literal sentences in Croatian and Slovene, which are grounded in the MetaNet.HR framework. Each sentence is annotated with the corresponding conceptual metaphor, linguistic multi-word expression, canonical forms, and literal usage. Two datasets are used for metaphor detection and two for metaphor name generation. 

In the metaphor detection sets, the text contains an expression marked with asterisks, and the task is binary: the expression is either metaphorical (1) or literal (0).

In the metaphor name generation sets, the text contains an expression marked with asterisks, and the task is to generate either the English name of the metaphor or the Croatian name in the Croatian data (or "/" if the expression is literal). For the Slovenian data, only the English metaphor name is used.
DOI: 10.15468/dl.zm53py
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014579-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.