cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17886610
title: Morphological Informality Modelled Dataset in Pereira, Colombia

description: This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work was supported, in whole or in part, by the Bill & Melinda Gates Foundation INV-045252. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. The findings and conclusions contained within are those of the authors and do not necessarily reflect positions or policies of the Bill & Melinda Gates Foundation.
DOI: 10.5281/zenodo.17886609
title: Morphological Informality Modelled Dataset in Pereira, Colombia

description: This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work was supported, in whole or in part, by the Bill & Melinda Gates Foundation INV-045252. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. The findings and conclusions contained within are those of the authors and do not necessarily reflect positions or policies of the Bill & Melinda Gates Foundation.
DOI: 10.15468/dl.awds26
title: Occurrence Download

description: A dataset containing 1390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Astrebla elymoides"
 ]
}

 The dataset includes 1390 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002976-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/6a9f3971b839b14215d461749ac21f41
title: Data from: Community complexity modulates the predictive power of demographic metrics on plant species resilience to disturbances in a distributed grassland experiment

description: A subset of a larger data set collected by the distributed grassland network Disturbance and Recovery Across Grasslands Network (DRAGNet). Grassland plant species percentage cover values are collected at the plot level across 40 sites of the network. This data covers the first four years of the experiment: the first pre-treatment year, followed by 3 years of treatments. Treatments applied during the experiment and captured in this data set include physical disturbance and nutrient additions.
DOI: 10.5281/zenodo.18232446
title: Thermal Runaway in Lithium-Ion Batteries: Database and Statistical Analysis Results

description: A database of thermal runaway experiments published in literature is curated and published as .xlsx and .csv file. Note that only the Excel file provides extended functionality.

Furthermore a statistical analysis is carried out, including descriptive and inferential statistics (Pearson, Spearman, ANOVA). The results are provided in .mat and .json format.
DOI: 10.5281/zenodo.18232447
title: Thermal Runaway in Lithium-Ion Batteries: Database and Statistical Analysis Results

description: A database of thermal runaway experiments published in literature is curated and published as .xlsx and .csv file. Note that only the Excel file provides extended functionality.

Furthermore a statistical analysis is carried out, including descriptive and inferential statistics (Pearson, Spearman, ANOVA). The results are provided in .mat and .json format.
DOI: 10.5281/zenodo.17886276
title: Morphological Informality Modelled Dataset in Pasto, Colombia

description: This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work was supported, in whole or in part, by the Bill & Melinda Gates Foundation INV-045252. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. The findings and conclusions contained within are those of the authors and do not necessarily reflect positions or policies of the Bill & Melinda Gates Foundation.
DOI: 10.5281/zenodo.17886277
title: Morphological Informality Modelled Dataset in Pasto, Colombia

description: This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work was supported, in whole or in part, by the Bill & Melinda Gates Foundation INV-045252. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. The findings and conclusions contained within are those of the authors and do not necessarily reflect positions or policies of the Bill & Melinda Gates Foundation.
DOI: 10.5281/zenodo.10014569
title: Light and Perception: Study of the Effects of Daylight and Artificial Light on Affect, Mood and Sleepiness under a Sky-Lighting Machine - Datasets

description: These data-sets contain information relative to the Paper entitled  “Light and Perception: Study of the Effects of Daylight and Artificial Light on Affect, Mood and Sleepiness under a Sky-Lighting Machine”  

Please request access to the dataset by email (ffavero@kth.se) stating the reason for the request and the way the dataset is intended to be used. 

The data-set contains relevant perceived health symptoms data divided by participant ID (N = 28) and session number (N=9), summarised by Task (Game) and Light Condition (Daylight DL; Artificial Light AL).

The data-set contains Affect, Sleepiness and Mood data divided by participant ID (N = 28) and session number (N=9), summarised by Task (Reading and Game) and Light Condition (Daylight DL; Artificial Light AL). We coded AL as 0 and DL as 1; Reading as 0 and Game as 1. 

The data-set includes factors Gender, Order and Time of Day. Plus these subjective parameters, used as  predictors in the models: perceived Color of Light and perceived Level of Light (Brightness). 

These photometric values were included as predictors in the model: Mean Illuminance, referred to as Room Illuminance; Mean Correlated Color Temperature (CCT); Variation, defined as the Standard Deviation (SD) of the Illuminance values; mEDI means calculated with CIE S 026/E:2018 on the spectral values of the two median Illuminance measurements taken over the time-span of thirty minutes; Illuminance measured by the actigraphs, referred to as Personal Illuminance. Personal Illuminance values were asymmetrically distributed and were logged. 

 

The file Light-Perception_Exposure-DL-Data-set includes photometric measurements each 30 minutes during Daylight sessions.
DOI: 10.5281/zenodo.8399377
title: Light and Perception: Study of the Effects of Daylight and Artificial Light on Affect, Mood and Sleepiness under a Sky-Lighting Machine - Datasets

description: These data-sets contain information relative to the Paper entitled  “Light and Perception: Study of the Effects of Daylight and Artificial Light on Affect, Mood and Sleepiness under a Sky-Lighting Machine”  

Please request access to the dataset by email (ffavero@kth.se) stating the reason for the request and the way the dataset is intended to be used. 

The data-set contains relevant perceived health symptoms data divided by participant ID (N = 28) and session number (N=9), summarised by Task (Game) and Light Condition (Daylight DL; Artificial Light AL).

The data-set contains Affect, Sleepiness and Mood data divided by participant ID (N = 28) and session number (N=9), summarised by Task (Reading and Game) and Light Condition (Daylight DL; Artificial Light AL). We coded AL as 0 and DL as 1; Reading as 0 and Game as 1. 

The data-set includes factors Gender, Order and Time of Day. Plus these subjective parameters, used as  predictors in the models: perceived Color of Light and perceived Level of Light (Brightness). 

These photometric values were included as predictors in the model: Mean Illuminance, referred to as Room Illuminance; Mean Correlated Color Temperature (CCT); Variation, defined as the Standard Deviation (SD) of the Illuminance values; mEDI means calculated with CIE S 026/E:2018 on the spectral values of the two median Illuminance measurements taken over the time-span of thirty minutes; Illuminance measured by the actigraphs, referred to as Personal Illuminance. Personal Illuminance values were asymmetrically distributed and were logged. 

 

The file Light-Perception_Exposure-DL-Data-set includes photometric measurements each 30 minutes during Daylight sessions.
DOI: 10.15468/dl.b8wev3
title: Occurrence Download

description: A dataset containing 1777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.03879 49.11023,4.27646 49.11023,4.27646 49.43553,4.03879 49.43553,4.03879 49.11023))",
 "IucnRedListCategory is one of (CR, EN, VU, NT)",
 "OccurrenceStatus is Present",
 "Year 2000-2026"
 ]
}

 The dataset includes 1777 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002977-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esa2te
title: Occurrence Download

description: A dataset containing 22547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Chamaepetes unicolor, Pharomachrus mocinno, Pittasoma michleri, Campylorhynchus albobrunneus, Mionectes olivaceus, Cryptopipo litae, Bangsia arcaei, Arremon crassirostris, Piculus callopterus, Phylloscartes flavovirens, Onychorhynchus coronatus)"
 ]
}

 The dataset includes 22547 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002978-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ss/6oruk7
title: Interview met Sanneke Stigter over Oral History, Amsterdam, 20 januari 2025
title: Over interviews en mondelinge geschiedenis voor het vakgebied conservering

description: Sanneke Stigter is Assistent Professor van de master Conservation and Restoration of Cultural Heritage aan de Universiteit van Amsterdam. Ze is gespecialiseerd in hedendaagse kunst en kunstenaarsinterviews. Sinds 2003 geeft ze hier les in in Finland en Denemarken en sinds 2007 aan de UvA. In dit interview vertelt ze over de museumpraktijk en welke rol interviews en restauratoren daarin spelen. Het gaat ook over de waardering van restauratoren. Ze vertelt over het gebruik van interviews en mondelinge geschiedenis voor het museum en tentoonstellingen, alsook over Inside Installations en de etnografische onderzoeksmethode (autoethnography).
description: Interview conducted in the context of the course Oral History and Artwork Life Stories at the University of Amsterdam, an elective as part of the Conservation and Restoration of Cultural Heritage programme.
description: Whisper
description: Whispercorrector
DOI: 10.5281/zenodo.17867008
title: Morphological Informality Modelled Dataset in Beira, Mozambique

description: This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work was supported, in whole or in part, by the Bill & Melinda Gates Foundation INV-045252. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. The findings and conclusions contained within are those of the authors and do not necessarily reflect positions or policies of the Bill & Melinda Gates Foundation.
DOI: 10.5281/zenodo.17867009
title: Morphological Informality Modelled Dataset in Beira, Mozambique

description: This dataset represents the difference between planned and unplanned areas of the city as an indication of urban deprivation. Areas with higher levels of morphological informality are related to more deprived areas.Produced as part of the IDEAMAPS Data Ecosystem project, the work was supported, in whole or in part, by the Bill & Melinda Gates Foundation INV-045252. Under the grant conditions of the Foundation, a Creative Commons Attribution 4.0 Generic License has already been assigned to the Author Accepted Manuscript version that might arise from this submission. The findings and conclusions contained within are those of the authors and do not necessarily reflect positions or policies of the Bill & Melinda Gates Foundation.
DOI: 10.48597/5h5y-jg6g
title: Aerosol light scattering at Mauna Loa

description: Measurement of Aerosol light scattering at Mauna Loa
DOI: 10.48597/7qsq-3bhd
title: Measurement of Aerosol light scattering at Mauna Loa

description: Measurement of Aerosol light scattering at Mauna Loa
DOI: 10.48597/aefz-e6p7
title: Measurement of Aerosol light scattering at Mauna Loa

description: Measurement of Aerosol light scattering at Mauna Loa
DOI: 10.48597/mj4a-p3qe
title: Measurement of Aerosol light scattering at Mauna Loa

description: Measurement of Aerosol light scattering at Mauna Loa
DOI: 10.5281/zenodo.18554095
title: Rethinking Thermal Control: Revealing the Bottleneck of Precision Battery Measurements for Lithium- and Sodium-Ion Batteries
DOI: 10.5281/zenodo.18554094
title: Rethinking Thermal Control: Revealing the Bottleneck of Precision Battery Measurements for Lithium- and Sodium-Ion Batteries
DOI: 10.17185/duepublico/83423
title: Data associated with the publication "Temperature-dependent magnetocrystalline anisotropy of Fe2AlB2 single crystals"

description: This dataset was created to determine the temperature-dependence of the magnetocrystalline anisotropy constants of Fe2AlB2. The dataset includes data from magnetometry and ferromagnetic resonance measurements on Fe2AlB2 single crystals. The dataset was produced experimentally and post-processed with Origin and Mathematica.
DOI: 10.5281/zenodo.18552513
title: Research Data – Coherent Spin Waves in Curved Ferromagnetic Nanocaps of a 3D-Printed Magnonic Crystal

description: Source data from micromagnetic simulations performed in COMSOL Multiphysics and Python codes for data post-processing utilized in the paper: H. Guo, K. Lenz, M. Gołębiewski, et al. “ Coherent Spin Waves in Curved Ferromagnetic Nanocaps of a 3D-Printed Magnonic Crystal.” Small 22, no. 7 (2026): e08983. https://doi.org/10.1002/smll.202508983

This dataset contains the computational model and simulation outputs used to study microwave-driven micromagnetic dynamics in a woodpile nanoarchitecture under (i) a rotating static magnetic field and (ii) an applied microwave magnetic field at two excitation frequencies: 14 GHz and 24 GHz.

Due to large size, the COMSOL model files are provided without stored solutions. The full workflow is supported by exported text data, post-processing scripts, and visualization materials.

Contents

• COMSOL Multiphysics model files (no solutions included)

• Geometry, materials, boundary conditions, and excitation setup for the woodpile structure.

• Simulation configuration for:

• Microwave excitation at 14 GHz (woodpile_14GHz_FULL_ROT.mph)

• Microwave excitation at 24 GHz (woodpile_24GHz_FULL_ROT.mph)

• A rotating static magnetic field (field-angle sweep)

• Exported simulation results (text files)

• Plain-text outputs exported from COMSOL for both excitation frequencies and across the static-field rotation angles.

• These files constitute the primary numerical results used for further analysis and plotting.

• Python post-processing and analysis

• A Jupyter notebook: fmr_rot.ipynb

• Implements the full post-processing pipeline, including data loading, analysis of the rotational FMR response, and generation of figures/derived quantities from the exported text files.

• Mode visualizations (animations)

• Animations illustrating the spatial and temporal behavior of cap-localized modes (cap-modes) extracted from the simulations.

• 3D structure file

• An STL model of the simulated woodpile geometry: 8_sublayers.stl

• Provided for direct inspection, rendering, or reuse in related modeling workflows.

Notes for users

• The COMSOL files are intended to allow users to inspect and reproduce the model setup; however, simulations must be re-run locally because solution data are not bundled.

• The exported text files and fmr_rot.ipynb are sufficient to reproduce the analysis and plots presented in the associated work, without re-running COMSOL.

Contact: If you have any questions about the dataset or the workflow, please feel free to contact me.
DOI: 10.6084/m9.figshare.29445437.v1
title: The 64 datasets and their test and training datasets

description: ***************************************************************************The 64 datasets and their test and training datasets.***************************************************************************For detailed information, you may read the following article.<br><b>XXXXXXXXX, "</b><b>The Impact of Word-Length and Tweet-Length on Emoji Recommendation for Short Turkish Texts</b><b>", </b><b>Journal Name, </b><b>Vol. XX, Issue. XX, pp. XX-XX, Date.</b><br>***************************************************************************If you want to use all or a part of these datasets, you are free to use. However, please consider the following.Copyright belongs to the author.Do not redistribute all or a part of these datasets.These datasets come without any warranty. The author is not responsible for any damage caused.All studies that include all or a part of these datasets should cite the following article:<br><b>XXXXXXXXXX, "</b><b>The Impact of Word-Length and Tweet-Length on Emoji Recommendation for Short Turkish Texts</b><b>", </b><b>Journal Name, </b><b>Vol. XX, Issue. XX, pp. XX-XX, Date.</b>***************************************************************************
DOI: 10.5281/zenodo.18552512
title: Research Data – Coherent Spin Waves in Curved Ferromagnetic Nanocaps of a 3D-Printed Magnonic Crystal

description: Source data from micromagnetic simulations performed in COMSOL Multiphysics and Python codes for data post-processing utilized in the paper: H. Guo, K. Lenz, M. Gołębiewski, et al. “ Coherent Spin Waves in Curved Ferromagnetic Nanocaps of a 3D-Printed Magnonic Crystal.” Small 22, no. 7 (2026): e08983. https://doi.org/10.1002/smll.202508983

This dataset contains the computational model and simulation outputs used to study microwave-driven micromagnetic dynamics in a woodpile nanoarchitecture under (i) a rotating static magnetic field and (ii) an applied microwave magnetic field at two excitation frequencies: 14 GHz and 24 GHz.

Due to large size, the COMSOL model files are provided without stored solutions. The full workflow is supported by exported text data, post-processing scripts, and visualization materials.

Contents

• COMSOL Multiphysics model files (no solutions included)

• Geometry, materials, boundary conditions, and excitation setup for the woodpile structure.

• Simulation configuration for:

• Microwave excitation at 14 GHz (woodpile_14GHz_FULL_ROT.mph)

• Microwave excitation at 24 GHz (woodpile_24GHz_FULL_ROT.mph)

• A rotating static magnetic field (field-angle sweep)

• Exported simulation results (text files)

• Plain-text outputs exported from COMSOL for both excitation frequencies and across the static-field rotation angles.

• These files constitute the primary numerical results used for further analysis and plotting.

• Python post-processing and analysis

• A Jupyter notebook: fmr_rot.ipynb

• Implements the full post-processing pipeline, including data loading, analysis of the rotational FMR response, and generation of figures/derived quantities from the exported text files.

• Mode visualizations (animations)

• Animations illustrating the spatial and temporal behavior of cap-localized modes (cap-modes) extracted from the simulations.

• 3D structure file

• An STL model of the simulated woodpile geometry: 8_sublayers.stl

• Provided for direct inspection, rendering, or reuse in related modeling workflows.

Notes for users

• The COMSOL files are intended to allow users to inspect and reproduce the model setup; however, simulations must be re-run locally because solution data are not bundled.

• The exported text files and fmr_rot.ipynb are sufficient to reproduce the analysis and plots presented in the associated work, without re-running COMSOL.

Contact: If you have any questions about the dataset or the workflow, please feel free to contact me.
DOI: 10.17026/ss/1xsqiu
title: Interview with Jeffrey Shaw, Online, 11 January 2025

description: Online interview with Jeffrey Shaw covering his time working in the Netherlands around the 1960s to 1980s. Discussed is his collaborations with various artists and people during his time in the Netherlands, how public interactivity ties into his art practice, as well as about the construction and meaning of his early computer-based artwork, Points of View (1983). The interview was conducted in the context of a master’s thesis research.
description: Interview conducted in the context of the course Oral History and Artwork Life Stories at the University of Amsterdam, an elective as part of the Conservation and Restoration of Cultural Heritage programme.
DOI: 10.5281/zenodo.18500036
title: Topological Boundary Closure at π³/15: A Unified Phase-Space Analysis of 190 Stellar Photospheres and 150 Tokamak Discharges

description: This repository contains the reproduction materials for the study "Topological Boundary Closure at \pi^3/15: A Unified Phase-Space Analysis of 190 Stellar Photospheres and 150 Tokamak Discharges" (Bashan, 2026).

The study establishes the photogravitational invariant X \equiv LGM/(gR^4c^4T^4) as a precise geometric reference frame for boundary stability.

Repository Contents:

compute_invariant.py: A Python script that recomputes the stellar invariant X and the closure ratio \mathcal{R} from raw observables using CODATA-2022 constants.

X_two_benchmark_catalog_combined.csv: The dataset of 190 Detached Eclipsing Binary (DEB) components used to calibrate the bosonic reference
DOI: 10.5281/zenodo.18554377
title: Topological Boundary Closure at π³/15: A Unified Phase-Space Analysis of 190 Stellar Photospheres and 150 Tokamak Discharges

description: This repository contains the reproduction materials for the study "Topological Boundary Closure at \pi^3/15: A Unified Phase-Space Analysis of 190 Stellar Photospheres and 150 Tokamak Discharges" (Bashan, 2026).

The study establishes the photogravitational invariant X \equiv LGM/(gR^4c^4T^4) as a precise geometric reference frame for boundary stability.

Repository Contents:

compute_invariant.py: A Python script that recomputes the stellar invariant X and the closure ratio \mathcal{R} from raw observables using CODATA-2022 constants.

X_two_benchmark_catalog_combined.csv: The dataset of 190 Detached Eclipsing Binary (DEB) components used to calibrate the bosonic reference