cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.c2ctas
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trigonachras postardanjeisin",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007155-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwjaec
title: Occurrence Download

description: A dataset containing 15965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "Continent is Europe",
 "Issue is one of (Coordinate rounded, Continent derived from coordinates, Continent derived from country)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cervus elaphus"
 ]
}

 The dataset includes 15965 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007152-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sfnbk
title: Occurrence Download

description: A dataset containing 2529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Anfibios y reptiles del estado de Querétaro",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2529 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007154-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5878/002413
title: The Regional Western Sweden SOM Survey 2009
title: Den västsvenska SOM-undersökningen 2009
title: Väst-SOM 2009

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
description: Detta är den sjuttonde studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.5878/000485
title: The Regional Western Sweden SOM Survey 2009
title: Den västsvenska SOM-undersökningen 2009
title: Väst-SOM 2009

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
description: Detta är den sjuttonde studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.17898/adp_sjm87_v1/1
title: sjm87.tab

description: :unav
DOI: 10.17898/adp_sjm87_v1
title: Slovensko javno mnenje 1987

description: Prvo poglavje vprašalnika vsebuje z oceno gospodarskih in družbenih razmer. Cel sklop vprašanj je namenjen ustavnim spremembam. Respondenti izrazijo svoj odnos do tehnike, mnenja o (zlo)rabi informatizacije in kaj pričakujejo od tehnološkega napredka. Obširen sklop vprašanj je namenen izobraževanju odraslih. Sledijo vprašanja o problemih Slovencev in odnosih med narodi. Poglavje o zunanji politiki vsebuje vprašanja o za Jugoslavijo najustreznejši zunanji politiki, morebitni vojaški ogroženosti Jugoslavije. Vprašanja o veri, vernosti in Cerkvi tudi vsebuje standarden nabor vprašanj. Sledi poglavje o medijih. V poglavju o vrednotah vprašani presojajo trditve o vrsti vsakodnevnih pojavov. Osem vprašanj se nanaša na akcijo Podarim - dobim. Demografska vprašanja pa zaokrožajo vprašalnik.
DOI: 10.17898/adp_sjm87_v1/2
title: sjm87-vp.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1/1
title: sjm10_om4_sl_v1_r3.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1/2
title: sjm10_om5_sl_v1_r3.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1/3
title: sjm10_om6_sl_v1_r3.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1/4
title: sjm10_om1_sl_v1_r3.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1/5
title: sjm10_om2_sl_v1_r3.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1/6
title: sjm10_om3_sl_v1_r3.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1/7
title: sjm10_p2_sl_v3_r2.tab

description: :unav
DOI: 10.17898/adp_sjm10_v1/8
title: sjm10_rm1_sl_v1_r2.pdf

description: :unav
DOI: 10.17898/adp_sjm10_v1
title: Slovensko javno mnenje 2010

description: Slovensko javno mnenje (SJM) 2010 je raziskava, ki je bila opravljena kot del Evropske družboslovne raziskave 2010 (ESS 2010). ESS je akademsko vodena mednarodna anketa, ki je bila do sedaj izvedena že v več kot 30-ih državah. Cilji raziskovanja so trije, in sicer: nadzirati in interpretirati spreminjajoče se družbene vrednote in vedenje v Evropi ter raziskati, kako so povezane s spremembami v evropskih inštitucijah. Drugi cilj je združiti izboljšano napredno metodologijo anketnega raziskovanja v posameznih evropskih državah. Tretji cilj je med drugim razviti serijo evropskih družboslovnih kazalcev, vključno z vedenjskimi kazalci. Slovensko javno mnenje 2010 je del petega kroga programa ESS, v katerem je bilo v raziskavo poleg Slovenije zajetih 27 držav, pretežno iz Evropske unije. V tem krogu sta poleg osnovnega vsebinskega modula vključena še dva dodatna rotirajoča vsebinska modula, in sicer: »delo, družina in blaginja: implikacija ekonomske recesije« (vključen tudi v ESS krogu 2) ter »zaupanje v kazensko pravosodje: primerjalna evropska analiza«. Pri raziskovanju se uporablja samo najnatančnejšo metodologijo – dosledno naključno vzorčenje, ciljno stopnjo sodelovanja vsaj 70 odstotkov in natančne protokole prevajanja.
DOI: 10.17898/adp_sjm10_v1/9
title: sjm10_vp1_sl_v2_r3.pdf

description: :unav
DOI: 10.15468/dl.yeaz6n
title: Occurrence Download

description: A dataset containing 37100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hordelymus europaeus",
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 37100 records from 306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007153-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvafuc
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bondarzewia guaitecasensis"
 ]
}

 The dataset includes 198 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007158-260129131611470/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/14709672
title: Analyze Effective Sleep Quality To Exam Score 2026
DOI: 10.5878/002378
title: The Regional Western Sweden SOM Survey 2010
title: Den västsvenska SOM-undersökningen 2010
title: Väst-SOM 2010

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Study attitudes and behaviors that are linked to local and regional issues and phenomena
description: Detta är den sjuttonde studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.5878/000488
title: The Regional Western Sweden SOM Survey 2010
title: Den västsvenska SOM-undersökningen 2010
title: Väst-SOM 2010

description: Western SOM has been conducted yearly since 1992, but was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. 

The purpose of the regional surveys is to enable SOM researchers to study attitudes and behaviour linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large.

Purpose:

Study attitudes and behaviors that are linked to local and regional issues and phenomena
description: Detta är den sjuttonde studien i serien SOM-undersökningar genomförda i Västsverige. Undersökningen genomfördes med två olika enkätformulär: ett riktat till invånarna i Göteborg med kranskommuner och ett till dem hemmahörande i resterande delar av Västra Götaland.

Syfte:

Studera attityder och beteenden som är knutna till lokala och regionala frågor och företeelser
DOI: 10.15468/dl.rvrj7r
title: Occurrence Download

description: A dataset containing 89892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oreortyx pictus"
 ]
}

 The dataset includes 89892 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007109-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18430976
title: Modified Wave Equation: When do World Models Sucessfully Learn Dynamical Systems?

description: About this dataset

This Zenodo resource contains the modified wave equation dataset from the paper 'When do World Models Sucessfully Learn Dynamical Systems?'$^1$ . The other datasets can be found at the following links:

Flow Around a Cylinder and Periodic Wake-Impacted Flow for Generative Learning$^3$: https://doi.org/10.5281/zenodo.18457565

Parameters








Parameter
Heat
Wave
KSE


Resolution
128 x 128
128 x 128
256 x 256


Timesteps
2000
2000
2000


Folder structure
/heat/{operator}/{init_cond}
/wave/{operator}/{init_cond}
/kse/{init_cond}


File structure
Pytorch Pickletensor
Pytorch Pickletensor
Pytorch Pickletensor


Numerical method
Explicit Euler
Explicit Euler
ETDRK4 (Modified)$^2$


Time factor
0.4
0.05
0.01


No. simulations
4 x 100
2 x 100
28






Further Details

All datasets are 2D. A 500 frame burn-in time was discarded from the KSE simulations, to give the 2000 frame datasets shared here. The heat and wave equations use a modified Laplacian, namely $\tilde{\nabla}^2 \rightarrow \nabla^T A \nabla$ for some positive definite, stochastically generated, diagonal matrix $A$. This modified operator is provided as op.pt in the relevant folder. Each run with a given operator simulates 100 stochastically generated initial conditions for 2000 frames, hence the folder structure.

$^1$ Ross et. al. (2025)$^2$ Kassam et. al. (2005)$^3$ Winhart et. al (2024-26)
DOI: 10.5281/zenodo.18430977
title: Modified Wave Equation: When do World Models Sucessfully Learn Dynamical Systems?

description: About this dataset

This Zenodo resource contains the modified wave equation dataset from the paper 'When do World Models Sucessfully Learn Dynamical Systems?'$^1$ . The other datasets can be found at the following links:

Flow Around a Cylinder and Periodic Wake-Impacted Flow for Generative Learning$^3$: https://doi.org/10.5281/zenodo.18457565

Parameters








Parameter
Heat
Wave
KSE


Resolution
128 x 128
128 x 128
256 x 256


Timesteps
2000
2000
2000


Folder structure
/heat/{operator}/{init_cond}
/wave/{operator}/{init_cond}
/kse/{init_cond}


File structure
Pytorch Pickletensor
Pytorch Pickletensor
Pytorch Pickletensor


Numerical method
Explicit Euler
Explicit Euler
ETDRK4 (Modified)$^2$


Time factor
0.4
0.05
0.01


No. simulations
4 x 100
2 x 100
28






Further Details

All datasets are 2D. A 500 frame burn-in time was discarded from the KSE simulations, to give the 2000 frame datasets shared here. The heat and wave equations use a modified Laplacian, namely $\tilde{\nabla}^2 \rightarrow \nabla^T A \nabla$ for some positive definite, stochastically generated, diagonal matrix $A$. This modified operator is provided as op.pt in the relevant folder. Each run with a given operator simulates 100 stochastically generated initial conditions for 2000 frames, hence the folder structure.

$^1$ Ross et. al. (2025)$^2$ Kassam et. al. (2005)$^3$ Winhart et. al (2024-26)
DOI: 10.5281/zenodo.18375249
title: A Dataset for Radial Distortion Calibration of Event Cameras Using Natural Linear Structures

description: This dataset contains the event-based recordings used in the experimental evaluation of the study entitled “Radial Distortion Calibration for Event Cameras Using Natural Linear Structures”. It includes the raw data employed in all experiments reported in the paper and is provided to support reproducibility and independent verification of the results.

The dataset includes event streams recorded under two different lens configurations: narrow field-of-view (Narrow FoV) and wide field-of-view (Wide FoV). The recordings capture scenes containing naturally occurring linear structures commonly found in structured environments, which are exploited as geometric constraints for targetless calibration approaches under realistic operating conditions.

To support quantitative comparisons with existing methods, the dataset also includes recordings acquired using an asymmetric grid calibration pattern. This subset enables benchmarking against state-of-the-art calibration approaches and ensures consistency with prior literature.

The main archive, dataset.zip, contains the event recordings as well as calibration result files (.xml) generated using the DVXplorer GUI calibration module. In addition, accumulated checkerboard images produced by the accumulator module employed during the calibration process are provided. These supplementary outputs allow inspection of intermediate processing stages and facilitate independent validation of the calibration results.

All recordings and associated outputs are released in their original format, without any preprocessing or filtering, to ensure transparency and reproducibility.

Intended Use and Reusability





The dataset supports reproducibility of the experimental results reported in the associated study.




It provides real-world event camera data for both narrow and wide field-of-view configurations.




The availability of both natural-scene and pattern-based recordings enables fair and transparent benchmarking against existing calibration methods.




The inclusion of DVXplorer GUI calibration outputs (XML) and accumulated checkerboard images allows detailed analysis and validation of the calibration pipeline.




The dataset may be reused for the evaluation and development of targetless and scene-based calibration methods for event cameras.



Data Availability

The dataset is publicly available and consists of the following archives:





dataset.zip





Event recordings used in the main experiments (Narrow FoV and Wide FoV)




Calibration result files generated by the DVXplorer GUI calibration module




Checkerboard images accumulated using the accumulator module






patterns_asymmetric_grid.zip





Event recordings used for quantitative state-of-the-art comparisons
DOI: 10.5281/zenodo.18375248
title: A Dataset for Radial Distortion Calibration of Event Cameras Using Natural Linear Structures

description: This dataset contains the event-based recordings used in the experimental evaluation of the study entitled “Radial Distortion Calibration for Event Cameras Using Natural Linear Structures”. It includes the raw data employed in all experiments reported in the paper and is provided to support reproducibility and independent verification of the results.

The dataset includes event streams recorded under two different lens configurations: narrow field-of-view (Narrow FoV) and wide field-of-view (Wide FoV). The recordings capture scenes containing naturally occurring linear structures commonly found in structured environments, which are exploited as geometric constraints for targetless calibration approaches under realistic operating conditions.

To support quantitative comparisons with existing methods, the dataset also includes recordings acquired using an asymmetric grid calibration pattern. This subset enables benchmarking against state-of-the-art calibration approaches and ensures consistency with prior literature.

The main archive, dataset.zip, contains the event recordings as well as calibration result files (.xml) generated using the DVXplorer GUI calibration module. In addition, accumulated checkerboard images produced by the accumulator module employed during the calibration process are provided. These supplementary outputs allow inspection of intermediate processing stages and facilitate independent validation of the calibration results.

All recordings and associated outputs are released in their original format, without any preprocessing or filtering, to ensure transparency and reproducibility.

Intended Use and Reusability





The dataset supports reproducibility of the experimental results reported in the associated study.




It provides real-world event camera data for both narrow and wide field-of-view configurations.




The availability of both natural-scene and pattern-based recordings enables fair and transparent benchmarking against existing calibration methods.




The inclusion of DVXplorer GUI calibration outputs (XML) and accumulated checkerboard images allows detailed analysis and validation of the calibration pipeline.




The dataset may be reused for the evaluation and development of targetless and scene-based calibration methods for event cameras.



Data Availability

The dataset is publicly available and consists of the following archives:





dataset.zip





Event recordings used in the main experiments (Narrow FoV and Wide FoV)




Calibration result files generated by the DVXplorer GUI calibration module




Checkerboard images accumulated using the accumulator module






patterns_asymmetric_grid.zip





Event recordings used for quantitative state-of-the-art comparisons
DOI: 10.5281/zenodo.18394989
title: Replication files "Do immigrants at bay keep the xenophobes away? Post-entry rights and public opposition to immigrant admission"

description: Replication files of the following article

Lutz, P. (2025). Do immigrants at bay keep the xenophobes away? Post-entry rights and public opposition to immigrant admission. European Political Science Review, 17(1), 128–142. doi:10.1017/S1755773924000183

It comprises of five datasets and a coding file that can be used to reproduce the results presented in the article.
DOI: 10.15468/dl.dnzufd
title: Occurrence Download

description: A dataset containing 65597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Otis tarda"
 ]
}

 The dataset includes 65597 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007112-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18394988
title: Replication files "Do immigrants at bay keep the xenophobes away? Post-entry rights and public opposition to immigrant admission"

description: Replication files of the following article

Lutz, P. (2025). Do immigrants at bay keep the xenophobes away? Post-entry rights and public opposition to immigrant admission. European Political Science Review, 17(1), 128–142. doi:10.1017/S1755773924000183

It comprises of five datasets and a coding file that can be used to reproduce the results presented in the article.
DOI: 10.5281/zenodo.18459091
title: NMR data

description: Raw NMR data for the paper:  Isomerization and Dimerization of 1-Phenylpropyne upon Metalation with Alkyl Lithium Bases and Lewis Basic Polyamine Donors
DOI: 10.5281/zenodo.18459090
title: NMR data

description: Raw NMR data for the paper:  Isomerization and Dimerization of 1-Phenylpropyne upon Metalation with Alkyl Lithium Bases and Lewis Basic Polyamine Donors
DOI: 10.82503/aqora.2602.f0gye
title: Constructive Interference at the Edge of Quantum Ergodic Dynamics
title: Edge-of-ergodicity OTOC data from Google Willow
DOI: 10.15468/dl.6w7bnn
title: Occurrence Download

description: A dataset containing 3247 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Museu de Ciències Naturals de Barcelona: BGJBB"
 ]
}

 The dataset includes 3247 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007163-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2rx2d
title: Occurrence Download

description: A dataset containing 1861 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Banc de Germoplasma Vegetal de les Illes Balears-JBS"
 ]
}

 The dataset includes 1861 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007164-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3929/ethz-c-000794455
title: Protected quantum gates using qubit doublons in dynamical optical lattices
DOI: 10.15468/dl.s8g38d
title: Occurrence Download

description: A dataset containing 31648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Geometry POLYGON((-67 44.82,-65.5 44.82,-65.5 46,-67 46,-67 44.82))",
 "IucnRedListCategory is LC",
 "OccurrenceStatus is Present",
 "TaxonKey is Fringillidae",
 "Year 2013-2023"
 ]
}

 The dataset includes 31648 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007161-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.