cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3pgt3p
title: Occurrence Download

description: A dataset containing 1818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dussumieria elopsoides Bleeker, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1818 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014952-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzz5e9
title: Occurrence Download

description: A dataset containing 518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gleditsia triacanthos L."
 ]
}

 The dataset includes 518 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014953-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgncj4
title: Occurrence Download

description: A dataset containing 6847 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-122.94074 13.32804,-58.12829 13.32804,-58.12829 39.22812,-122.94074 39.22812,-122.94074 13.32804))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhipicephalus sanguineus Latreille, 1806"
 ]
}

 The dataset includes 6847 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014954-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udntfk
title: Occurrence Download

description: A dataset containing 254879 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 one of (Ulex europaeus L.)"
 ]
}

 The dataset includes 254879 records from 1597 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014934-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f47gsp
title: Occurrence Download

description: A dataset containing 1188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Ovis canadensis Shaw, 1804",
 "Year 1990-2010"
 ]
}

 The dataset includes 1188 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000528-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/rlw9eu
title: Bell correlations of a thermal fully connected spin chain in the vicinity of a quantum critical point

description: Description:============The research data consists of the data for the dynamics of the correlator as a function of the coupling constant in the ground state, temperature and atom-number fluctuations.The titles of the .nb files denote the Figure number from the manuscript and the corresponding curves.Upon opening the .nb file, the data can be directly extracted without the need to run the script.Authors:========1) Danish Ali HamzaFaculty of Physics, University of Warsaw, ul. Pasteura 5, PL-02-093 Warsaw, Poland2) Jan ChwedeńczukFaculty of Physics, University of Warsaw, ul. Pasteura 5, PL-02-093 Warsaw, Poland
DOI: 10.48320/a3d82b9d-2304-4226-b0bd-fbac2b3b88f9
title: Political meaning-making in Romania's recent mass protests (~2012-2019)
DOI: 10.18150/luczhv
title: Entanglement classification and non-𝑘-separability certification via Greenberger-Horne-Zeilinger-class fidelity

description: Description:============Data set supporting the content of the article.The research data consists of the data for the Bell correlator as a function of the decoherence strength (folder "data_3_qubits_mixed_states"), entangling time (folder "data_3_qubits") as well as the distribution of Bell correlators for bi-separable states, W states and GHZ states (folder "data_3_qubits_Q_histograms_raw_data"). All the content of the folders is in .pkl format.The file also contains the Python scripts for generating the data.Authors:========1) Marcin Płodzień ICFO - Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, 08860 Castelldefels, Barcelona, Spain2) Jan ChwedeńczukFaculty of Physics, University of Warsaw, ul. Pasteura 5, PL-02-093 Warsaw, Poland3) Maciej LewensteinICFO - Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, 08860 Castelldefels, Barcelona, SpainICREA, Pg. Lluís Companys 23, 08010 Barcelona, Spain4) Grzegorz Rajchel-MieldzioćICFO - Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology, 08860 Castelldefels, Barcelona, SpainNASK National Research Institute, Ulica Kolska 12, 01-045 Warszawa, Poland
DOI: 10.5281/zenodo.15000199
title: Supplementary Data for Evaluating the Impact of the Epidemic's Initial Phases on Chinese Patients with  MS, NMOSD and MOGAD

description: This dataset includes raw data and supplementary tables for the study.
DOI: 10.5281/zenodo.15000200
title: Supplementary Data for Evaluating the Impact of the Epidemic's Initial Phases on Chinese Patients with  MS, NMOSD and MOGAD

description: This dataset includes raw data and supplementary tables for the study.
DOI: 10.15468/dl.jhuxxu
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Santanderella amadorinconiana P.Ortiz"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000531-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crq6x7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acer mono Maxim.)",
 "DecimalLongitude is one of (115, 135)",
 "DecimalLatitude is one of (38, 53)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000530-250310093411724/datasets/export for details.
DOI: 10.15468/dl.6hqqm4
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Ovis dalli Nelson, 1884",
 "Year 1990-2010"
 ]
}

 The dataset includes 382 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000532-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14999113
title: Replication package for "A Retrospective Study of State Aid Control in the German Broadband Market"

description: This package contains the data, programs and instructions to replicate manuscript 

A Retrospective Study of State Aid Control in the German Broadband Market

by Tomaso Duso, Mattia Nardotto and Jo Seldeslachts forthcoming at JEEA
DOI: 10.5281/zenodo.14999114
title: Replication package for "A Retrospective Study of State Aid Control in the German Broadband Market"

description: This package contains the data, programs and instructions to replicate manuscript 

A Retrospective Study of State Aid Control in the German Broadband Market

by Tomaso Duso, Mattia Nardotto and Jo Seldeslachts forthcoming at JEEA
DOI: 10.15468/dl.gjvpy8
title: Occurrence Download

description: A dataset containing 7945 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bradypus variegatus Schinz, 1825"
 ]
}

 The dataset includes 7945 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000535-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nffag
title: Occurrence Download

description: A dataset containing 8192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Penelope superciliaris Temminck, 1815"
 ]
}

 The dataset includes 8192 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000534-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axzkx2
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.36308 41.6041,16.24152 41.6041,16.24152 41.99632,15.36308 41.99632,15.36308 41.6041))",
 "TaxonKey is Crocus L."
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000537-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jk74d
title: Occurrence Download

description: A dataset containing 8887 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phyllomyias griseocapilla P.L.Sclater, 1862"
 ]
}

 The dataset includes 8887 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000536-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.0d90ceba71d14c7abed3541d0e8cd13d
title: EC-Earth3 DCPP-EVA_H decadal predictions produced in Bilbao et al. (2025)

description: Experiment Description: EC-Earth3 decadal predictions (Bilbao et al., 2021) with EVAH (Aubry et al., 2020) forcing for the eruptions of Mount Agung (1963), El Chichón (1982) and Mount Pinatubo (1991). 10 member ensemble simulations of 10 forecast years initialised in November, for startdates s1962, s1981 and s1990. Variables: tas, rsdt, rsut, rlut and ta. More information in Bilbao et al. (2025): The sensitivity of EC-Earth3 decadal predictions to the choice of volcanic forcing dataset: Insights for the next major eruption.
DOI: 10.5886/hgagiy
title: J. B. Wallis / R. E. Roughley Museum of Entomology

description: Invertebrate collection, primarily insects (pinned, slides, and fluid preserved) with good representation for Manitoba, Canada and strengths in bees and aquatic beetles
DOI: 10.5281/zenodo.14997823
title: Configuration files included with the manuscript - Earth as an Exoplanet: Investigating the effects of cloud variability on the direct-imaging of atmospheres

description: The configuration files can be uploaded to the web interface or used with the API for PSG to simulate spectra. There are four configuration files corresponding to the MERRA-2 data for four dates - 1st July 2000 (randomly selected date for calibration), 15th February 1987 (low patchy cloud abundance), 20th Janunary 2011 (closest to mean patchy cloud abundance) and 7th July 1999 (high patchy cloud abundance). Two additional files correspond to atmospheres with a low-altitude (0.8-0.7 bar) and a high-altitude (0.34-0.24 bar) global cloud layer.
DOI: 10.5281/zenodo.14997824
title: Configuration files included with the manuscript - Earth as an Exoplanet: Investigating the effects of cloud variability on the direct-imaging of atmospheres

description: The configuration files can be uploaded to the web interface or used with the API for PSG to simulate spectra. There are four configuration files corresponding to the MERRA-2 data for four dates - 1st July 2000 (randomly selected date for calibration), 15th February 1987 (low patchy cloud abundance), 20th Janunary 2011 (closest to mean patchy cloud abundance) and 7th July 1999 (high patchy cloud abundance). Two additional files correspond to atmospheres with a low-altitude (0.8-0.7 bar) and a high-altitude (0.34-0.24 bar) global cloud layer.
DOI: 10.15161/oar.it/212346
title: Carta Geologica d'Italia alla scala 1:50.000, F. 396 San Severo

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15161/oar.it/212347
title: Carta Geologica d'Italia alla scala 1:50.000, F. 396 San Severo

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15468/dl.xvrg2e
title: Occurrence Download

description: A dataset containing 2277 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caiman latirostris (Daudin, 1801)"
 ]
}

 The dataset includes 2277 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000538-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c39tq6
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Psychopsis Raf."
 ]
}

 The dataset includes 14 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000539-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mamckw
title: Occurrence Download

description: A dataset containing 1379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muscina prolapsa (Harris, 1780)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1379 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000541-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuebqd
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Porzana flaviventer (Boddaert, 1783)"
 ]
}

 The dataset includes 609 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000542-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq4g5d
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis cerana cerana"
 ]
}

 The dataset includes 70 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000543-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wa2zu
title: Occurrence Download

description: A dataset containing 3035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polytmus guainumbi (Pallas, 1764)"
 ]
}

 The dataset includes 3035 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000544-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12759487
title: Data from: Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images

description: This repository contains the relevant data and code for the article "Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images" by Vincent Hickl, Abid Khan, René M. Rossi, Bruno F. B. Silva, and Katharina Maniura-Weber (arXiv version 3):



Raw synthetic images of rod-shaped and circular cells

Confocal microscopy images of densely packed colonies of Pseduomonas aeruginosa, and of mixed colonies of P. aeruginosa and Staphylococcus aureus

Brigthfield microscopy images of rod-shaped and circular cells

Synthetic images processed by cycleGAN, used as training data for segmentation models.

A selection of trained segmentation models for dense Pseudomonas monolayers, and rod-shaped/circular cells in both confocal and brightfield microscopy images.

Manually annotated experimental test images used to compare the segmentation of the synthetic model to other models from the literature, and to calculate PQ vs IoU cutoff curves.


The code for processing raw synthetic images using CycleGAN can be found at https://github.com/abid1214/cyclegan

Further relevant code can be found at https://github.com/vhickl/synth-bacteria-segmentation, including code to:



generate raw synthetic images of rod-shaped and spherical bacteria

analyze orientational order in densely-packed colonies of rod-shaped cells

quantitatively compare segmentation masks of bacterial colonies


Please contact the authors (vincent.hickl@empa.ch) if there are any issues or questions regarding this data.
DOI: 10.5281/zenodo.12759488
title: Data from: Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images

description: This repository contains the relevant data and code for the article "Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images" by Vincent Hickl, Abid Khan, René M. Rossi, Bruno F. B. Silva, and Katharina Maniura-Weber (arXiv version 3):



Raw synthetic images of rod-shaped and circular cells

Confocal microscopy images of densely packed colonies of Pseduomonas aeruginosa, and of mixed colonies of P. aeruginosa and Staphylococcus aureus

Brigthfield microscopy images of rod-shaped and circular cells


The code for processing raw synthetic images using CycleGAN can be found at https://github.com/abid1214/cyclegan

Further relevant code can be found at https://github.com/vhickl/synth-bacteria-segmentation, including code to:



generate raw synthetic images of rod-shaped and spherical bacteria

analyze orientational order in densely-packed colonies of rod-shaped cells

quantitatively compare segmentation masks of bacterial colonies
DOI: 10.5281/zenodo.14643839
title: Data from: Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images

description: This repository contains the relevant data and code for the article "Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images" by Vincent Hickl, Abid Khan, René M. Rossi, Bruno F. B. Silva, and Katharina Maniura-Weber (arXiv version 3):



Raw synthetic images of rod-shaped and circular cells

Confocal microscopy images of densely packed colonies of Pseduomonas aeruginosa, and of mixed colonies of P. aeruginosa and Staphylococcus aureus

Brigthfield microscopy images of rod-shaped and circular cells

Synthetic images processed by cycleGAN, used as training data for segmentation models.

A selection of trained segmentation models for dense Pseudomonas monolayers, and rod-shaped/circular cells in both confocal and brightfield microscopy images.


The code for processing raw synthetic images using CycleGAN can be found at https://github.com/abid1214/cyclegan

Further relevant code can be found at https://github.com/vhickl/synth-bacteria-segmentation, including code to:



generate raw synthetic images of rod-shaped and spherical bacteria

analyze orientational order in densely-packed colonies of rod-shaped cells

quantitatively compare segmentation masks of bacterial colonies


Please contact the authors (vincent.hickl@empa.ch) if there are any issues or questions regarding this data.
DOI: 10.5281/zenodo.14841299
title: Data from: Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images

description: This repository contains the relevant data and code for the article "Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images" by Vincent Hickl, Abid Khan, René M. Rossi, Bruno F. B. Silva, and Katharina Maniura-Weber (arXiv version 3):



Raw synthetic images of rod-shaped and circular cells

Confocal microscopy images of densely packed colonies of Pseduomonas aeruginosa, and of mixed colonies of P. aeruginosa and Staphylococcus aureus

Brigthfield microscopy images of rod-shaped and circular cells

Synthetic images processed by cycleGAN, used as training data for segmentation models.

A selection of trained segmentation models for dense Pseudomonas monolayers, and rod-shaped/circular cells in both confocal and brightfield microscopy images.

Manually annotated experimental test images used to compare the segmentation of the synthetic model to other models from the literature, and to calculate PQ vs IoU cutoff curves.


The code for processing raw synthetic images using CycleGAN can be found at https://github.com/abid1214/cyclegan

Further relevant code can be found at https://github.com/vhickl/synth-bacteria-segmentation, including code to:



generate raw synthetic images of rod-shaped and spherical bacteria

analyze orientational order in densely-packed colonies of rod-shaped cells

quantitatively compare segmentation masks of bacterial colonies


Please contact the authors (vincent.hickl@empa.ch) if there are any issues or questions regarding this data.
DOI: 10.5281/zenodo.2574529
title: London\2007 \KSK15S\CR3000\  RawData

description: 1. Filename     


    1. Example RF07172dat
    2. Letter: RF - radiatiion fluxes
    3. Year :07
    4. Day of Year: 172       
    5 Format: Ascii
2. Data structure:     
    Radiation data
3. Site:     
    1. Country UK
    2. City London
    3. Location King’s College London (K)/ Strand Campus (S)/ King’s Building (K) 15S  15 m  South from roof entrance
    4. Roof top
4. Comments    


 


This folder contains daily CR3000 data files.
Files pre-DOY206 contains both radiation and WXT510 data.
Files post DOY206 contain only radiation data.
 
Please note that a correction has been made to data files between  
DOY 172 and DOY 320. This correction was due to a problem with the
zero offset for the UVA, UVB and Quantum sensors. This corrected data  
and a correction readme are contained within the Corrected folder.
 
The early long wave radiation data is incorrect due to problems with the
CNR1 temperature sensor.
 
File formats can be found at http://geography.kcl.ac.uk/micromet/index.htm
 
DY 21/11/07