cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28539782
title: experimental data from wave gauge from The near-resonance liquid sloshing under surge excitations: theory and experiment

description: sampling frequency equals to 50Hz
DOI: 10.6084/m9.figshare.28539782.v1
title: experimental data from wave gauge from The near-resonance liquid sloshing under surge excitations: theory and experiment

description: sampling frequency equals to 50Hz
DOI: 10.6084/m9.figshare.28539785
title: experimental data (images) for the sup-side case from The near-resonance liquid sloshing under surge excitations: theory and experiment

description: sampling frequency equals to 200Hz
DOI: 10.6084/m9.figshare.28539785.v1
title: experimental data (images) for the sup-side case from The near-resonance liquid sloshing under surge excitations: theory and experiment

description: sampling frequency equals to 200Hz
DOI: 10.15468/dl.bm55dp
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fumana scoparia Pomel",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005924-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9f393
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Aconitum taipeicum Hand.-Mazz."
 ]
}

 The dataset includes 65 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005925-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rdjva
title: Occurrence Download

description: A dataset containing 1033 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scutiger boulengeri (Bedriaga, 1898)"
 ]
}

 The dataset includes 1033 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005926-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqhsp8
title: Occurrence Download

description: A dataset containing 1127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Duttaphrynus himalayanus (Günther, 1864)"
 ]
}

 The dataset includes 1127 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005938-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cs46mv
title: Occurrence Download

description: A dataset containing 8537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.08618 37.55039,-6.27214 37.63634,-6.43485 37.38435,-6.4581 37.00786,-6.33413 36.93357,-6.12492 37.16856,-6.08618 37.55039))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae",
 "Year 2010-2025"
 ]
}

 The dataset includes 8537 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005928-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94yk5r
title: Occurrence Download

description: A dataset containing 641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Azolla cristata Kaulf.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 641 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005927-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gadh5r
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gagea lacaitae A.Terracc.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005939-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5285/15e5cd9a-58ab-2925-e063-6c86abc02192
title: Particulate Organic Carbon (POC) concentrations from CTD Niskin bottle samples collected at the Porcupine Abyssal Plain - Sustained Observatory (PAP-SO) site during RRS James Cook cruise JC247 in May 2023

description: This dataset comprises Particulate Organic Carbon (POC) samples from CTD Niskin bottles collected in May 2023 during RRS James Cook cruise JC247 at the Porcupine Abyssal Plain - Sustained Observatory (PAP-SO) site (49N 16W) in the North East Atlantic and were analysed at the National Oceanography Centre (NOC), Southampton. Values for Nitrogen and Carbon 13 are also available but are not verified. 1000 ml samples were filtered through pre-combusted (24 h at 450°C), pre-weighed GFF filters (nominal pore-size 0.7 µm, 25 mm diameter, Whatman), briefly rinsed with filtered sea water, dried at 50°C for 24 hours plus, measured by Elemental Analyser. Samples were acidified by fuming with 35% hydrochloric acid for 24 h to remove any inorganic carbon, dried (50°C, >24 h), pelleted in tin disks (Elemental microanalysis). The samples were analysed using a Thermo Fisher Scientific FLASH 2000 Organic Elemental Analyser (s/n Flash EA - 2014.F0080) and Delta V IRMS(s/n - 08511D-1). Carbon and Nitrogen calibrations were performed using a series of standards of varying weights (1 - 5 mg) with known percentage content of carbon and nitrogen at the beginning of each batch. All samples were blank corrected. This dataset was collected under the NERC funded CLASS programme by scientists at the National Oceanography Centre.
DOI: 10.15468/dl.xzxheb
title: Occurrence Download

description: A dataset containing 4154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample, Material citation, Fossil, Specimen, Living Specimen, Occurrence evidence, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Neomixis striatigula Sharpe, 1881"
 ]
}

 The dataset includes 4154 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005941-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.wxyq9v7r
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.uh8kc6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Garidella nigellastrum L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005930-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gd8fat
title: Occurrence Download

description: A dataset containing 19206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Netherlands",
 "GadmGid is NLD.4_1",
 "TaxonKey is Dryocopus martius (Linnaeus, 1758)",
 "Year 1970-2020"
 ]
}

 The dataset includes 19206 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005931-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/c5fz-ukt7
title: Measurement of Acetate, flow_rate, formate and inorganics in air and particle phase at Pic du Midi

description: Measurement of Acetate, flow_rate, formate and inorganics in air and particle phase at Pic du Midi
DOI: 10.48597/v5vw-43ja
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/23np-wdn8
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/5ar9-up99
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/7khu-qtc3
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/8mfn-dee5
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/h4gr-k5ps
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/w2ts-dsxd
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/wm8k-d23v
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.48597/pv2p-erk7
title: Measurement of Acetate, flow_rate, formate and inorganics in air and particle phase at Pic du Midi

description: Measurement of Acetate, flow_rate, formate and inorganics in air and particle phase at Pic du Midi
DOI: 10.6084/m9.figshare.27061386
title: A Protocol for Monitoring Populations of Free-Living Western Honey Bees in Temperate Regions

description: Despite their ecological significance, wild <i>Apis mellifera</i> populations remain critically understudied. Addressing this research gap requires the study and monitoring of free-living colonies to identify potential self-sustaining populations. However, a lack of standardized methodologies has hindered these efforts. To address this challenge, Honey Bee Watch, an international coalition dedicated to studying free-living honey bees, has developed a comprehensive monitoring protocol. This protocol offers a consistent methodology for researchers and citizen scientists to collect vital data on colony survival, activity, and environmental conditions. It emphasizes monitoring at five key phenological stages throughout the year to ensure the collection of scientifically robust data. Additionally, an illustrated guideline is provided to help users accurately identify and track colonies, enhancing data accuracy. The adoption of this protocol by both the scientific community and citizen scientists will not only strengthen research efforts and foster public engagement, but also help close existing knowledge gaps regarding the distribution and density of wild <i>A. mellifera</i> populations, ultimately guiding more effective conservation strategies.
DOI: 10.6084/m9.figshare.27061386.v1
title: A Protocol for Monitoring Populations of Free-Living Western Honey Bees in Temperate Regions

description: Despite their ecological significance, wild <i>Apis mellifera</i> populations remain critically understudied. Addressing this research gap requires the study and monitoring of free-living colonies to identify potential self-sustaining populations. However, a lack of standardized methodologies has hindered these efforts. To address this challenge, Honey Bee Watch, an international coalition dedicated to studying free-living honey bees, has developed a comprehensive monitoring protocol. This protocol offers a consistent methodology for researchers and citizen scientists to collect vital data on colony survival, activity, and environmental conditions. It emphasizes monitoring at five key phenological stages throughout the year to ensure the collection of scientifically robust data. Additionally, an illustrated guideline is provided to help users accurately identify and track colonies, enhancing data accuracy. The adoption of this protocol by both the scientific community and citizen scientists will not only strengthen research efforts and foster public engagement, but also help close existing knowledge gaps regarding the distribution and density of wild <i>A. mellifera</i> populations, ultimately guiding more effective conservation strategies.
DOI: 10.48597/vt2j-zw8h
title: Measurement of Acetate, flow_rate, formate and inorganics in air and particle phase at Pic du Midi

description: Measurement of Acetate, flow_rate, formate and inorganics in air and particle phase at Pic du Midi
DOI: 10.48597/w8dq-kzgs
title: Measurement of Sulphate_corrected at Pic du Midi

description: Measurement of Sulphate_corrected at Pic du Midi
DOI: 10.15468/dl.ywcxnf
title: Occurrence Download

description: A dataset containing 30841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Azolla filiculoides Lam.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 30841 records from 611 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005942-250227182430271/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.28539800
title: Velocity Models

description: Velocity models used in the paper
DOI: 10.6084/m9.figshare.28539800.v1
title: Velocity Models

description: Velocity models used in the paper
DOI: 10.6084/m9.figshare.28539530
title: highest_abundances_tub_replicates.xlsx

description: Highest abundances of invertebrates hatched from three temporary wetlands in Western and Northern Cape, South Africa.
DOI: 10.6084/m9.figshare.28539530.v1
title: highest_abundances_tub_replicates.xlsx

description: Highest abundances of invertebrates hatched from three temporary wetlands in Western and Northern Cape, South Africa.
DOI: 10.6084/m9.figshare.28539806
title: Darlim_HoÌˆhna_electronic_supp_mat.zip from The effects of cryptic diversity on diversification dynamics analyses in Crocodylia

description: This compressed file archive contains: a pdf of extended methods such as explanation for the use of different calibration sets for time-estimating the species-level and cryptic-species-level crocodylian topology; Results of the phylogenetic inferences and diversification analyses using calibration sets 1 and 2; All data and scripts used for the phylogenetic and diversification dynamics analyses in RevBayes.
DOI: 10.15468/dl.6u4uyr
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Genista mugronensis Vierh.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005932-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10928759
title: World Weather Repository ( Daily Updating )
DOI: 10.5281/zenodo.14971612
title: The REVERINO Collection of Regesta

description: Overview

The REVERINO Dataset is a collection of 4,533 pairs of Latin regesta (summaries) and their corresponding full-text medieval pontifical documents.The dataset is derived from two primary collections:



MGH: Epistolae saeculi XIII e regestis pontificum Romanorum selectae (1216-1268)

Auvray:  Les Registres de Gregoire IX (1227/41)


The dataset is designed to support research in Latin text summarization and the development of tools for automatic regesta generation using Large Language Models (LLMs). It serves as a benchmark for evaluating the performance of LLMs in summarizing medieval Latin texts.

Dataset Structure

The dataset is organized into nine JSON files, each corresponding to a volume of the collections. Each JSON file contains an array of objects, where each object represents a single document with the following fields:



numero: A unique identifier for the document.

header: The header or title of the document, often including the date and location.

regesto: An array of strings representing the _regestum_ (summary) of the document.

testo esteso: An array of strings representing the full text of the document.

apparato: An array of strings containing the apparatus (metadata or references) for the document.


Data Curation Process

The dataset was created through a four-step pipeline:



Annotation: Manual annotation of selected pages using the eScriptorium platform to train segmentation models.

Training: Adaptation of segmentation models to the specific layout of the manuscripts.

Extraction: Automated extraction of text lines from the annotated pages.

Post-processing: Separation of regesta, full texts, and apparatus using heuristics based on content and position.


License

This dataset is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). You are free to share and adapt the material for any purpose, provided you give appropriate credit to the original authors.

References

Puccetti, Giovanni, Laura Righi, Ilaria Sabbatini, and Andrea Esuli. "REVERINO: REgesta generation VERsus latIN summarizatiOn." IRCDL, 2025.

Acknowledgments

This work was supported by the Italian Strengthening of ESFRI RI RESILIENCE (ITSERR) project, funded by the European Union under the NextGenerationEU funding scheme (CUP: B53C22001770006).

Contact

Giovanni Puccetti [giovanni.puccetti@isti.cnr.it]
DOI: 10.5281/zenodo.14971613
title: The REVERINO Collection of Regesta

description: Overview

The REVERINO Dataset is a collection of 4,533 pairs of Latin regesta (summaries) and their corresponding full-text medieval pontifical documents.The dataset is derived from two primary collections:



MGH: Epistolae saeculi XIII e regestis pontificum Romanorum selectae (1216-1268)

Auvray:  Les Registres de Gregoire IX (1227/41)


The dataset is designed to support research in Latin text summarization and the development of tools for automatic regesta generation using Large Language Models (LLMs). It serves as a benchmark for evaluating the performance of LLMs in summarizing medieval Latin texts.

Dataset Structure

The dataset is organized into nine JSON files, each corresponding to a volume of the collections. Each JSON file contains an array of objects, where each object represents a single document with the following fields:



numero: A unique identifier for the document.

header: The header or title of the document, often including the date and location.

regesto: An array of strings representing the _regestum_ (summary) of the document.

testo esteso: An array of strings representing the full text of the document.

apparato: An array of strings containing the apparatus (metadata or references) for the document.


Data Curation Process

The dataset was created through a four-step pipeline:



Annotation: Manual annotation of selected pages using the eScriptorium platform to train segmentation models.

Training: Adaptation of segmentation models to the specific layout of the manuscripts.

Extraction: Automated extraction of text lines from the annotated pages.

Post-processing: Separation of regesta, full texts, and apparatus using heuristics based on content and position.


License

This dataset is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). You are free to share and adapt the material for any purpose, provided you give appropriate credit to the original authors.

References

Puccetti, Giovanni, Laura Righi, Ilaria Sabbatini, and Andrea Esuli. "REVERINO: REgesta generation VERsus latIN summarizatiOn." IRCDL, 2025.

Acknowledgments

This work was supported by the Italian Strengthening of ESFRI RI RESILIENCE (ITSERR) project, funded by the European Union under the NextGenerationEU funding scheme (CUP: B53C22001770006).

Contact

Giovanni Puccetti [giovanni.puccetti@isti.cnr.it]
DOI: 10.15468/dl.tb3gww
title: Occurrence Download

description: A dataset containing 21808 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Banksia Atlas"
 ]
}

 The dataset includes 21808 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005943-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7t3dqu
title: Occurrence Download

description: A dataset containing 2907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Azolla pinnata R.Br.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 2907 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005944-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5523/bris.3hl3of08pc6432hubhr8nwesgj
title: Judgement Bias Data

description: Datasets from the study "An exploratory study of associations between judgement bias, demographic and behavioural characteristics, and detection task performance in medical detection dogs," including "Sample details" and "Judgement Bias Data" files.
DOI: 10.4121/f7742f02-ee3a-4a84-adf1-625b4a9fd703
title: Virtual Experiments with Reactive Transport Modelling using FloPy: Transport and Degradation of Dissolved Petroleum Hydrocarbons in Groundwater

description: Jupyter notebook, transport and degradation of dissolved petroleum hydrocarbons in groundwater using reactive transport modelling built in FloPy. Also included are the IPYNB file for visualizing simulation results and the python module used.
DOI: 10.4121/f7742f02-ee3a-4a84-adf1-625b4a9fd703.v1
title: Virtual Experiments with Reactive Transport Modelling using FloPy: Transport and Degradation of Dissolved Petroleum Hydrocarbons in Groundwater

description: Jupyter notebook, transport and degradation of dissolved petroleum hydrocarbons in groundwater using reactive transport modelling built in FloPy. Also included are the IPYNB file for visualizing simulation results and the python module used.
DOI: 10.4121/f7742f02-ee3a-4a84-adf1-625b4a9fd703.v2
title: Virtual Experiments with Reactive Transport Modelling using FloPy: Transport and Degradation of Dissolved Petroleum Hydrocarbons in Groundwater

description: Jupyter notebook, transport and degradation of dissolved petroleum hydrocarbons in groundwater using reactive transport modelling built in FloPy. Also included are the IPYNB file for visualizing simulation results and the python module used.