cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc9ylyr
title: CCDC 296575: Experimental Crystal Structure Determination

description: Related Article: Xu-Dong Chen, Lin-Ping Zhang, Miao Du|2006|Acta Crystallogr.,Sect.E:Struct.Rep.Online|62|o284|doi:10.1107/S1600536805041723
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.smea8f
title: Occurrence Download

description: A dataset containing 4 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 Dichopogon strictus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007229-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18244758
title: IntelliMan_WP5_Grasping, Manipulation and Arm-Hand Coordination_T5.1_Data fusion and sensing technology_IEEESENSORS024_Data

description: The dataset includes raw signals recorded by an 8-unit PVDF (P(VDF-TrFE)) piezoelectric tactile sensor array mounted on a biomimetic fingertip during controlled texture-exploration experiments.
DOI: 10.5281/zenodo.18244759
title: IntelliMan_WP5_Grasping, Manipulation and Arm-Hand Coordination_T5.1_Data fusion and sensing technology_IEEESENSORS024_Data

description: The dataset includes raw signals recorded by an 8-unit PVDF (P(VDF-TrFE)) piezoelectric tactile sensor array mounted on a biomimetic fingertip during controlled texture-exploration experiments.
DOI: 10.5281/zenodo.18758437
title: Data produced and used in the manuscript titled "Isotopic constraints on the origin and nature of sulfur components within the ancient sub-continental lithospheric mantle"

description: This file includes all data used in the manuscript titled "Isotopic constraints on the origin and nature of sulfur components within the ancient sub-continental lithospheric mantle" that has been accepted for publication in Geochimica et Cosmochimica Acta. All tables are titled and include references where applicable.
DOI: 10.5281/zenodo.18758438
title: Data produced and used in the manuscript titled "Isotopic constraints on the origin and nature of sulfur components within the ancient sub-continental lithospheric mantle"

description: This file includes all data used in the manuscript titled "Isotopic constraints on the origin and nature of sulfur components within the ancient sub-continental lithospheric mantle" that has been accepted for publication in Geochimica et Cosmochimica Acta. All tables are titled and include references where applicable.
DOI: 10.5281/zenodo.18149767
title: GLAND: A Global and Local Attention‐Based Framework for Detecting Small and Non‐Continuous Spatial Domains
DOI: 10.5281/zenodo.18756215
title: GLAND: A Global and Local Attention‐Based Framework for Detecting Small and Non‐Continuous Spatial Domains
DOI: 10.15468/dl.mrng9p
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonchura atricapilla",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 288 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007228-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18619499
title: Heat Pump Noise: Determination and Modelling of Preference-Equivalent Levels

description: This repository contains the research data for the article Stürenburg, L., Braren, H., Aspöck, L., & Fels, J. (2026). Heat Pump Noise: Determination and Modelling of Preference-Equivalent Levels. Acta Acustica. https://doi.org/10.1051/aacus/2026016

It includes:



The auralised stimuli of the first heat pump (A to F), provided as audio files named A_60dBA.wav to F_60dBA.wav

The reference stimulus is included both before auralisation as Reference_10s.wav and after auralisation as Reference_60dBA.wav

The directivity of the first heat pump is provided in openDAFF format used in the auralisation

Detailed data of the auralisation, e.g. the environmental and material properties

The 3D model of the auralised scene, developed using software SketchUp 2016, is included as .skp files as well as in the open, ASCII-based .obj format


 

Abstract

Air-to-water heat pumps are increasingly replacing traditional heating systems because of their environmental and energy benefits. However, noise emitted by their fans and compressors can cause complaints, even when regulatory limits are met. In this study, two listening experiments were conducted to examine heat pump noise by quantifying it as level penalties for equivalent loudness and preference. The study investigates how the preference-equivalent level differs from the loudness-equivalent level compared to a reference stimulus, and which psychoacoustic parameters best model the resulting level adjustments. Recordings from two heat pumps were auralised into a suburban residential setting and adjusted to an initial level of 60 dB(A). A two-alternative forced-choice (2-AFC) method with a 1-up-1-down rule is used to determine the point of subjective equality (PSE) for loudness and preference. Statistical analyses show significant differences between loudness-equivalent and preference-equivalent levels for eight of twelve stimuli. The median values further indicate that achieving equal preference relative to the reference generally requires lower sound pressure levels than achieving equal loudness, with the magnitude of this level offset varying across stimuli. Combining the results with psychoacoustic parameter analyses, two models based on linear regression were developed. This linear approach was chosen to ensure straightforward interpretability and robustness for the given stimulus set. Perceived loudness can be modelled by the psychoacoustic parameter loudness, while preference is best modelled by a linear combination of sharpness and roughness. These findings emphasise the need for perceptual metrics beyond A-weighted sound pressure levels when evaluating and optimising heat pump noise.
DOI: 10.5281/zenodo.18619500
title: Heat Pump Noise: Determination and Modelling of Preference-Equivalent Levels

description: This repository contains the research data for the article Stürenburg, L., Braren, H., Aspöck, L., & Fels, J. (2026). Heat Pump Noise: Determination and Modelling of Preference-Equivalent Levels. Acta Acustica. https://doi.org/10.1051/aacus/2026016

It includes:



The auralised stimuli of the first heat pump (A to F), provided as audio files named A_60dBA.wav to F_60dBA.wav

The reference stimulus is included both before auralisation as Reference_10s.wav and after auralisation as Reference_60dBA.wav

The directivity of the first heat pump is provided in openDAFF format used in the auralisation

Detailed data of the auralisation, e.g. the environmental and material properties

The 3D model of the auralised scene, developed using software SketchUp 2016, is included as .skp files as well as in the open, ASCII-based .obj format


 

Abstract

Air-to-water heat pumps are increasingly replacing traditional heating systems because of their environmental and energy benefits. However, noise emitted by their fans and compressors can cause complaints, even when regulatory limits are met. In this study, two listening experiments were conducted to examine heat pump noise by quantifying it as level penalties for equivalent loudness and preference. The study investigates how the preference-equivalent level differs from the loudness-equivalent level compared to a reference stimulus, and which psychoacoustic parameters best model the resulting level adjustments. Recordings from two heat pumps were auralised into a suburban residential setting and adjusted to an initial level of 60 dB(A). A two-alternative forced-choice (2-AFC) method with a 1-up-1-down rule is used to determine the point of subjective equality (PSE) for loudness and preference. Statistical analyses show significant differences between loudness-equivalent and preference-equivalent levels for eight of twelve stimuli. The median values further indicate that achieving equal preference relative to the reference generally requires lower sound pressure levels than achieving equal loudness, with the magnitude of this level offset varying across stimuli. Combining the results with psychoacoustic parameter analyses, two models based on linear regression were developed. This linear approach was chosen to ensure straightforward interpretability and robustness for the given stimulus set. Perceived loudness can be modelled by the psychoacoustic parameter loudness, while preference is best modelled by a linear combination of sharpness and roughness. These findings emphasise the need for perceptual metrics beyond A-weighted sound pressure levels when evaluating and optimising heat pump noise.
DOI: 10.5281/zenodo.18734882
title: Interlektische Copoiese (IC): Definition, A–F‑Schema und Artefakte einer Lese–Schreib–Lese‑Praxis von Mensch→KI→Mensch
title: Interlectic Copoiesis (IC): Definition, A–F Schema, and Artifacts of a Read–Write–Read Practice

description: This is the manuscript for the article "Interlectic Copoiesis (IC): A Transparent Model of Human–AI Co-Authorship between Style Sovereignty and Documentation Ethics", submitted to Digital Humanities Quarterly (DHQ), February 2026. The full IC artifact bundle (Vector Note, Condensation Log, Intervention Marks, Emergence Log) is openly archived at DOI: 10.5281/zenodo.18734528. Submission materials (bibliography, protocol, ORCID payload) are archived at DOI: 10.5281/zenodo.18738979.
description: Title (EN): Interlectic Copoiesis (IC): Definition, A–F Schema, and Artifacts of a Read–Write–Read PracticeAbstract (EN):



Interlectic Copoiesis (IC) is a procedural, read–write–read practice for transparent human–AI co‑authorship. A human curiosity vector sets scope and style sovereignty; the AI provides condensation (mapping, structure, thesis/antithesis); and the human performs intervention (cutting, reframing), yielding emergence (insights, voice). IC operationalizes traceability via four artifacts—Vector Note, Condensation Log, Intervention Marks, and Emergence Log—so reviewers can audit decisions and verify source primacy across DH/GLAM settings.
DOI: 10.5281/zenodo.18628220
title: Research Dataset: FTIR spectra of palm oil-based softener, treated and untreated cotton fabrics (Saha et al., 2025)

description: This dataset consists of FTIR spectra of palm oil-based softener, untreated control cotton fabric sample, and palm oil-based softener-treated cotton fabric samples measured using a Perkin Elmer Spectrum Two UATR FT-IR DTGS Infrared Spectrometer. The purpose of this was to find out the bonding characteristics of palm oil-based softener and whether the softener can create any chemical bonding with the cellulose molecule present in the cotton fabric. Data is provided in .csv format with transmittance (%) on the y-axis and wavenumber (cm-1) on the x-axis, covering both fingerprint and functional group regions.
DOI: 10.5281/zenodo.18744970
title: NMR and LCMS data
DOI: 10.5281/zenodo.18758294
title: Research Dataset: FTIR spectra of palm oil-based softener, treated and untreated cotton fabrics (Saha et al., 2025)

description: This dataset consists of FTIR spectra of palm oil-based softener, untreated control cotton fabric sample, and palm oil-based softener-treated cotton fabric samples measured using a Perkin Elmer Spectrum Two UATR FT-IR DTGS Infrared Spectrometer. The purpose of this was to find out the bonding characteristics of palm oil-based softener and whether the softener can create any chemical bonding with the cellulose molecule present in the cotton fabric. Data is provided in .csv format with transmittance (%) on the y-axis and wavenumber (cm-1) on the x-axis, covering both fingerprint and functional group regions.
DOI: 10.5281/zenodo.18744969
title: NMR and LCMS data
DOI: 10.15468/dl.jnfct5
title: Occurrence Download

description: A dataset containing 3346 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Platymantis dorsalis"
 ]
}

 The dataset includes 3346 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007230-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14651316
title: Collection of the figures data for the pressure study of CrNiAs

description: Collection of the figures data for the pressure study of CrNiAs
DOI: 10.5281/zenodo.14651315
title: Collection of the figures data for the pressure study of CrNiAs

description: Collection of the figures data for the pressure study of CrNiAs
DOI: 10.15468/dl.73c87d
title: Occurrence Download

description: A dataset containing 471 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 Digitaria divaricatissima",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 471 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007234-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ks2eq
title: Occurrence Download

description: A dataset containing 27910 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eretmochelys imbricata"
 ]
}

 The dataset includes 27910 records from 309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007233-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4bvzq
title: Occurrence Download

description: A dataset containing 6994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lonchura malacca",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6994 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007235-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18758881
title: PEDAGOGICAL DEVELOPMENT OF PROFILE CLASS STUDENTS' EDUCATIONAL AND RESEARCH ACTIVITIES WITHIN INTEGRATIVE AND PERSONAL FRAMEWORKS

description: This paper examines the pedagogical foundations for the development of educational and research activities of students in specialized school classes based on integrative and personal approaches. The study substantiates the role of combining subject integration with a learner-centered orientation in enhancing students’ cognitive engagement, research skills, and independent learning abilities. Particular attention is given to the organization of teaching and research activities as a holistic process that ensures continuity, flexibility, and effectiveness. The findings highlight that the application of integrative and personal approaches contributes to improving the quality and efficiency of students’ educational and research performance in profile classes.
DOI: 10.5281/zenodo.18758880
title: PEDAGOGICAL DEVELOPMENT OF PROFILE CLASS STUDENTS' EDUCATIONAL AND RESEARCH ACTIVITIES WITHIN INTEGRATIVE AND PERSONAL FRAMEWORKS

description: This paper examines the pedagogical foundations for the development of educational and research activities of students in specialized school classes based on integrative and personal approaches. The study substantiates the role of combining subject integration with a learner-centered orientation in enhancing students’ cognitive engagement, research skills, and independent learning abilities. Particular attention is given to the organization of teaching and research activities as a holistic process that ensures continuity, flexibility, and effectiveness. The findings highlight that the application of integrative and personal approaches contributes to improving the quality and efficiency of students’ educational and research performance in profile classes.
DOI: 10.5281/zenodo.18758744
title: Single-cell bottlenecks in multicellular reproduction can hinder the spreading of infectious disease

description: Figure data for Garcia-Casillas and Wagner (2026). Single-cell bottlenecks in multicellular reproduction can hinder the spreading of infectious disease (in review).
DOI: 10.5281/zenodo.18758745
title: Single-cell bottlenecks in multicellular reproduction can hinder the spreading of infectious disease

description: Figure data for Garcia-Casillas and Wagner (2026). Single-cell bottlenecks in multicellular reproduction can hinder the spreading of infectious disease (in review).
DOI: 10.5281/zenodo.18758640
title: Beyond Modigliani-Miller: Capability Constraints and Capital Structure under Climate Risk

description: This repository contains datasets and python script (code) used to integrate firm‐level capital structure, probabilistic climate risk exposure, and adaptive capability within a unified empirical framework that allows simultaneous identification of financial, environmental, and institutional transmission channels. Using harmonized microdata covering 75,024 firms across 41 developing countries, combined with CLIMADA-based estimates of expected climate-induced asset losses and independently constructed risk-class volatility measures, the analysis overcomes limitations of prior studies that examine financing, climate risk, or firm performance in isolation or at aggregated levels. The econometric design separates leverage level from financing composition, incorporates region-firm-size and time fixed effects to control for structural heterogeneity, and explicitly tests MM irrelevance conditions under climate risk through interaction and counterfactual simulations. By embedding financial access and capability indices directly into the estimation and dynamic policy simulations, the study moves beyond traditional capital structure models that treat firms as financially homogeneous and instead identifies adaptive capacity as a measurable mechanism linking financing decisions to climate resilience.
DOI: 10.5281/zenodo.18758641
title: Beyond Modigliani-Miller: Capability Constraints and Capital Structure under Climate Risk

description: This repository contains datasets and python script (code) used to integrate firm‐level capital structure, probabilistic climate risk exposure, and adaptive capability within a unified empirical framework that allows simultaneous identification of financial, environmental, and institutional transmission channels. Using harmonized microdata covering 75,024 firms across 41 developing countries, combined with CLIMADA-based estimates of expected climate-induced asset losses and independently constructed risk-class volatility measures, the analysis overcomes limitations of prior studies that examine financing, climate risk, or firm performance in isolation or at aggregated levels. The econometric design separates leverage level from financing composition, incorporates region-firm-size and time fixed effects to control for structural heterogeneity, and explicitly tests MM irrelevance conditions under climate risk through interaction and counterfactual simulations. By embedding financial access and capability indices directly into the estimation and dynamic policy simulations, the study moves beyond traditional capital structure models that treat firms as financially homogeneous and instead identifies adaptive capacity as a measurable mechanism linking financing decisions to climate resilience.
DOI: 10.18150/ovuncp
title: Cretaceous whitefly - Patsenga danielburckhardti gen. et sp. nov.

description: The dataset associated with the publication titled "A new genus and species of mid-Cretaceous whitefly—Patsenga danielburckhardti gen. et sp. nov. (Hemiptera, Sternorrhyncha, Aleyrodidae) from amber of Kachin, Myanmar", NCN funding.Data contains files with photos and drawings of body parts of described new species, Patsenga danielburckhardti in this study, prepared using a Nikon SMZ1500, Nikon SMZ1270, Leica M205C stereoscopic microscopes, Nikon Microphot-FX equipped with a camera Lucida (University of Silesia, Katowice, Poland), Nikon Microphot-FX with a Nikon Eclipse E 600 digital camera (University of Gdańsk, Poland). A publication analysing the data is linked.
DOI: 10.6084/m9.figshare.31399614
title: Development of a 5<sup>th</sup> percentile Chinese female pedestrian injury bionic model and certification in accordance with Euro NCAP CP540

description: Pedestrian injury risks in car-to-pedestrian collisions are strongly influenced by anthropometric characteristics, yet existing human body models rarely represent small-stature Chinese female pedestrians. This study presents the Tianjin University of Science and Technology Injury Bionic Model (TUST IBMs F05-P), developed to represent a 5<sup>th</sup> percentile Chinese female pedestrian. Detailed anatomical structures were reconstructed directly from medical imaging data without geometric scaling, preserving subject-specific anatomical geometry, and the model was meshed predominantly with hexahedral elements. A representative walking posture was defined, and the model was evaluated through a certification procedure conducted according to the Euro NCAP CP540 pedestrian human body model certification protocol. Simulation results showed that key biomechanical indicators, including Head Impact Time (HIT), contact forces, and kinematic trajectories, predominantly fell within the response corridors specified in CP540. Quantitative assessment using the CORA (CORrelation and Analysis) method defined in ISO/TS 18571:2024 yielded an overall score of 0.84, indicating a high level of correlation with the CP540 reference corridors. The certification results indicate that the TUST IBMs F05-P produces stable and reproducible responses under the tested impact conditions. By providing an anatomically realistic representation of a small-stature Chinese female pedestrian, this model addresses the lack of population-specific pedestrian models and offers a validated basis for pedestrian injury analysis and vehicle front-end safety evaluation.