cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nhfvx7ysxw
title: The new seismic catalog of the Gargano area (Southern Italy) after a decade of seismic monitoring by OTRIONS network

description: The presented datasets belong to the paper Ferreri et al., (2025) (https://doi.org/10.5194/essd-2025-335).
The Gargano Promontory (GP) in Southern Italy is characterized by a high low-magnitude seismicity rate with focal depths that reach the lower crust, as revealed by data from the OTRIONS seismic network (Tallarico et al., 2025), (University of Bari "Aldo Moro", 2013) and Rete Sismica Nazionale (RSN) (Istituto Nazionale di Geofisica e Vulcanologia (INGV), 2005a). Initial acquisition issues limited the data quality but, post 2019, some upgrades enabled real-time and high-quality data streams. A decade (2013-2022) of recordings was reprocessed using CASP (Complete Automatic Seismic Processor) for the automatic detection, picking and location, identified 7162 events. Manual revision confirmed that 60% of this automatic detected events is characterized by local earthquakes. With manual revision, P- and S- phase picks were refined while locations were performed by using NonLinLoc and Hypo71. Results were organized in two catalogs: the first one with locations provided by the non-linear algorithm (NLL) and the second one with locations provided by the linear algorithm (H71).
The configuration files of the CASP code are downloadale in the folder CASP_configuration_files. Details on the parameters reported in the configuration files can be found in the companion paper by Ferreri et al., (2025) (https://doi.org/10.5194/essd-2025-335).


References
Ferreri, A. P., Romeo, A., Giannuzzi, R., Ninivaggi, T., Filippucci, M., Cecere, G., Falco, L., Michele, M., Selvaggi, G., and Tallarico, A.: The new seismic catalog of the Gargano area (Southern Italy) after a decade of seismic monitoring by OTRIONS network, Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2025-335, in review, 2025.

Tallarico, A., Patella, D., Ninivaggi, T., Ruzza, G., Cecere, G., Filippucci, M., & Selvaggi, G. (2025). The OTRIONS seismic network: instrumentation upgrade and borehole installation. Annals of Geophysics, 68(5), DM578-DM578, https://doi.org/10.4401/ag-9305.

University of Bari "Aldo Moro": OTRIONS, https://doi.org/10.7914/SN/OT, 2013.

Istituto Nazionale di Geofisica e Vulcanologia (INGV): Rete Sismica Nazionale (RSN), https://doi.org/10.13127/SD/X0FXNH7QFY, 2005a.
DOI: 10.17632/nhfvx7ysxw.5
title: The new seismic catalog of the Gargano area (Southern Italy) after a decade of seismic monitoring by OTRIONS network

description: The presented datasets belong to the paper Ferreri et al., (2025) (https://doi.org/10.5194/essd-2025-335).
The Gargano Promontory (GP) in Southern Italy is characterized by a high low-magnitude seismicity rate with focal depths that reach the lower crust, as revealed by data from the OTRIONS seismic network (Tallarico et al., 2025), (University of Bari "Aldo Moro", 2013) and Rete Sismica Nazionale (RSN) (Istituto Nazionale di Geofisica e Vulcanologia (INGV), 2005a). Initial acquisition issues limited the data quality but, post 2019, some upgrades enabled real-time and high-quality data streams. A decade (2013-2022) of recordings was reprocessed using CASP (Complete Automatic Seismic Processor) for the automatic detection, picking and location, identified 7162 events. Manual revision confirmed that 60% of this automatic detected events is characterized by local earthquakes. With manual revision, P- and S- phase picks were refined while locations were performed by using NonLinLoc and Hypo71. Results were organized in two catalogs: the first one with locations provided by the non-linear algorithm (NLL) and the second one with locations provided by the linear algorithm (H71).
The configuration files of the CASP code are downloadale in the folder CASP_configuration_files. Details on the parameters reported in the configuration files can be found in the companion paper by Ferreri et al., (2025) (https://doi.org/10.5194/essd-2025-335).


References
Ferreri, A. P., Romeo, A., Giannuzzi, R., Ninivaggi, T., Filippucci, M., Cecere, G., Falco, L., Michele, M., Selvaggi, G., and Tallarico, A.: The new seismic catalog of the Gargano area (Southern Italy) after a decade of seismic monitoring by OTRIONS network, Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2025-335, in review, 2025.

Tallarico, A., Patella, D., Ninivaggi, T., Ruzza, G., Cecere, G., Filippucci, M., & Selvaggi, G. (2025). The OTRIONS seismic network: instrumentation upgrade and borehole installation. Annals of Geophysics, 68(5), DM578-DM578, https://doi.org/10.4401/ag-9305.

University of Bari "Aldo Moro": OTRIONS, https://doi.org/10.7914/SN/OT, 2013.

Istituto Nazionale di Geofisica e Vulcanologia (INGV): Rete Sismica Nazionale (RSN), https://doi.org/10.13127/SD/X0FXNH7QFY, 2005a.
DOI: 10.17632/fhnc388z5j
title: Environmental literacy dataset

description: The environmental literacy dataset gathers information on knowledge, attitudes, and practices related to the environment. It includes variables on environmental perception, sustainable habits, waste management, conservation, and environmental education. It allows for the analysis of levels of environmental awareness and supports decisions to promote responsible behavior in different communities or population groups.
DOI: 10.17632/fhnc388z5j.1
title: Environmental literacy dataset

description: The environmental literacy dataset gathers information on knowledge, attitudes, and practices related to the environment. It includes variables on environmental perception, sustainable habits, waste management, conservation, and environmental education. It allows for the analysis of levels of environmental awareness and supports decisions to promote responsible behavior in different communities or population groups.
DOI: 10.15468/dl.zqewmy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.144 -0.843817, 103.073729 -0.849383, 103.005188 -0.865945, 102.940064 -0.893095, 102.879959 -0.930164, 102.826353 -0.97624, 102.780567 -1.030189, 102.743726 -1.090683, 102.71674 -1.156233, 102.700272 -1.225225, 102.694728 -1.29596, 102.700247 -1.366697, 102.716693 -1.435694, 102.743662 -1.501253, 102.780491 -1.561758, 102.826274 -1.615719, 102.879883 -1.661808, 102.939999 -1.698888, 103.005141 -1.726046, 103.073705 -1.742613, 103.144 -1.748182, 103.214295 -1.742613, 103.282859 -1.726046, 103.348001 -1.698888, 103.408117 -1.661808, 103.461726 -1.615719, 103.507509 -1.561758, 103.544338 -1.501253, 103.571307 -1.435694, 103.587753 -1.366697, 103.593272 -1.29596, 103.587728 -1.225225, 103.57126 -1.156233, 103.544274 -1.090683, 103.507433 -1.030189, 103.461647 -0.97624, 103.408041 -0.930164, 103.347936 -0.893095, 103.282812 -0.865945, 103.214271 -0.849383, 103.144 -0.843817))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037578-251120083545085/datasets/export for details.
DOI: 10.17632/b7mfkwjdyh
title: Hiring the ‘perfect’ body: Exploring ideal body aesthetics in AI-generated recruitment imagery

description: AI generated employee images used in the visual analysis. This dataset comprises of 66 images included in the study.
DOI: 10.17632/b7mfkwjdyh.1
title: Hiring the ‘perfect’ body: Exploring ideal body aesthetics in AI-generated recruitment imagery

description: AI generated employee images used in the visual analysis. This dataset comprises of 66 images included in the study.
DOI: 10.17632/vt89mck92g
title: In situ high-speed imaging dataset of microscale damage evolution in glass fibre-epoxy composites under quasi-static bending

description: This dataset contains high-speed, high-magnification images capturing microscale damage in glass fibre-epoxy composite laminates under in situ three-point bending. The data were acquired using a microscope-coupled high-speed camera at 25,000 frames per second, providing a spatial resolution of ~4 µm/pixel and a field of view of ~1.5 × 1 mm². Difference images, obtained by subtracting each frame from a reference image, are included to highlight evolving damage features. The dataset covers two laminate configurations: Single-90-ply ([0/90/0/0/0]S) and Double-90-ply ([0/90/90/0/0]S). Each configuration includes multiple specimens and image sequences capturing distinct stages of transverse crack initiation, propagation, fibre-matrix debonding, micro-delamination, and fibre breaks. The dataset structure is as follows.

Single-90-ply laminate
 Specimen 1: Image sequence 1, 2, 3
 Specimen 2: Image sequence 1, 2, 3
 Specimen 3: Image sequence 1, 2, conventional images
Double-90-ply laminate
 Specimen 1: Image sequence 1, 2
 Specimen 2: Conventional images

The experimental setup follows the ASTM D7264 standard, using an inverted three-point bending configuration to stabilize the field of view and capture critical regions near mid-span. Laminates were prepared from Advantex® R25HX14 glass fibres in a thermoset epoxy matrix, cured in an autoclave, and polished to expose the microstructure for high-quality imaging. Loading was applied under displacement control at 1 mm/min, enabling the detection of rapid, transient damage events under quasi-static conditions. These high-speed sequences reveal the stepwise nature of transverse cracking, interactions with local defects, stress-shielding effects between adjacent cracks, and the progression toward final ply failure. The data also capture faster through-thickness propagation in Double-90-ply specimens and micro-delamination events associated with thicker ply blocks.

This dataset provides previously inaccessible insight into the dynamics of microscale damage in fibre-reinforced composites. It is intended to support the development and validation of mechanistic damage models, non-destructive evaluation strategies, and further experimental research on composite failure processes. All image sequences and corresponding difference images are included for detailed analysis and visualization. The dataset is linked to an article titled "New insights into damage dynamics in cross-ply laminates via high-speed, high-magnification imaging under quasi-static flexural loading".
DOI: 10.17632/vt89mck92g.1
title: In situ high-speed imaging dataset of microscale damage evolution in glass fibre-epoxy composites under quasi-static bending

description: This dataset contains high-speed, high-magnification images capturing microscale damage in glass fibre-epoxy composite laminates under in situ three-point bending. The data were acquired using a microscope-coupled high-speed camera at 25,000 frames per second, providing a spatial resolution of ~4 µm/pixel and a field of view of ~1.5 × 1 mm². Difference images, obtained by subtracting each frame from a reference image, are included to highlight evolving damage features. The dataset covers two laminate configurations: Single-90-ply ([0/90/0/0/0]S) and Double-90-ply ([0/90/90/0/0]S). Each configuration includes multiple specimens and image sequences capturing distinct stages of transverse crack initiation, propagation, fibre-matrix debonding, micro-delamination, and fibre breaks. The dataset structure is as follows.

Single-90-ply laminate
 Specimen 1: Image sequence 1, 2, 3
 Specimen 2: Image sequence 1, 2, 3
 Specimen 3: Image sequence 1, 2, conventional images
Double-90-ply laminate
 Specimen 1: Image sequence 1, 2
 Specimen 2: Conventional images

The experimental setup follows the ASTM D7264 standard, using an inverted three-point bending configuration to stabilize the field of view and capture critical regions near mid-span. Laminates were prepared from Advantex® R25HX14 glass fibres in a thermoset epoxy matrix, cured in an autoclave, and polished to expose the microstructure for high-quality imaging. Loading was applied under displacement control at 1 mm/min, enabling the detection of rapid, transient damage events under quasi-static conditions. These high-speed sequences reveal the stepwise nature of transverse cracking, interactions with local defects, stress-shielding effects between adjacent cracks, and the progression toward final ply failure. The data also capture faster through-thickness propagation in Double-90-ply specimens and micro-delamination events associated with thicker ply blocks.

This dataset provides previously inaccessible insight into the dynamics of microscale damage in fibre-reinforced composites. It is intended to support the development and validation of mechanistic damage models, non-destructive evaluation strategies, and further experimental research on composite failure processes. All image sequences and corresponding difference images are included for detailed analysis and visualization. The dataset is linked to an article titled "New insights into damage dynamics in cross-ply laminates via high-speed, high-magnification imaging under quasi-static flexural loading".
DOI: 10.17632/rzr8t65xmy
title: FACTORES PROTECTORES Y DE RIESGO DEL ESTILO DE VIDA DE ESTUDIANTES PREUNIVERSITARIOS EN ECUADOR.

description: ddddBase de datos
DOI: 10.17632/rzr8t65xmy.1
title: FACTORES PROTECTORES Y DE RIESGO DEL ESTILO DE VIDA DE ESTUDIANTES PREUNIVERSITARIOS EN ECUADOR.

description: ddddBase de datos
DOI: 10.25574/32023
title: Chandra X-ray Observatory ObsId 32023

description: X-RAY SURVEYING RADIO-LOUD ACTIVE GALAXIES AND THEIR LARGE-SCALE ENVIRONMENTS
DOI: 10.25574/41903
title: Chandra X-ray Observatory ObsId 41903
DOI: 10.17632/dymrkrmns4
title: Therapeutic Efficacy of WS₂ Nanosheets Combined with CT-Guided Microwave Ablation in Rabbit VX2 Liver Tumor Model

description: The characterization folder contains the raw characterization data of WS2, and the CT folder contains the raw WS2 CT images. The remaining relevant images are displayed in the main text.
DOI: 10.25574/41904
title: Chandra X-ray Observatory ObsId 41904
DOI: 10.17632/dymrkrmns4.1
title: Therapeutic Efficacy of WS₂ Nanosheets Combined with CT-Guided Microwave Ablation in Rabbit VX2 Liver Tumor Model

description: The characterization folder contains the raw characterization data of WS2, and the CT folder contains the raw WS2 CT images. The remaining relevant images are displayed in the main text.
DOI: 10.17632/8dhgcw2sxp
title: Patents and R&D Subsidies in a Two-Sector Schumpeterian Economy: Calibration Code

description: This dataset accompanies the paper “Patents and R&D Subsidies in a Two-Sector Schumpeterian Economy” (Stojanovikj, Economic Modelling, 2026). This study examines how patent protection, research and development (R&D) subsidies, and their interaction affect economic growth within a vertically integrated (downstream–upstream) Schumpeterian framework.

This dataset contains the accompanying MATLAB code that allows users to easily replicate the calibration exercises reported in Sections 4.1–4.4 of the paper. The code uses the calibrated model parameters to simulate steady-state growth outcomes under different levels of patent protection, R&D subsidies and their interaction. Using the Readme text file will produce the quantitative results discussed in Section 4: Quantitative Analysis.

The data for the calibrated parameter values are provided in Section 4.1 of the paper, and are also shown in Table 1. The data requires no special access rights. Users can modify the MATLAB code to explore alternative parameter settings or country groupings.

Overall, the dataset allows researchers to replicate and extend the numerical results in the paper and to explore how different calibration values for the patent and R&D subsidy parameters shift the results on the different growth effects in the upstream and downstream sectors.
DOI: 10.5281/zenodo.15616830
title: Data for Exploiting fluctuations in gene expression to detect causal interactions between genes

description: Data for:Exploiting fluctuations in gene expression to detect causal interactions between genesEuan Joly-Smith, Mir Mikdad Talpur, Paige Allard, Fotini Papazotos, Laurent Potvin-Trottier, and Andreas Hilfingerelife (2025)source-data-1.zip contains single-cell time traces with readme.md in zipped directory.  

delta-trained-models.zip contains DelTA trained segmentation models with readme.md in zipped directory.
DOI: 10.5281/zenodo.15616829
title: Data for Exploiting fluctuations in gene expression to detect causal interactions between genes

description: Data for:Exploiting fluctuations in gene expression to detect causal interactions between genesEuan Joly-Smith, Mir Mikdad Talpur, Paige Allard, Fotini Papazotos, Laurent Potvin-Trottier, and Andreas Hilfingerelife (2025)source-data-1.zip contains single-cell time traces with readme.md in zipped directory.  

delta-trained-models.zip contains DelTA trained segmentation models with readme.md in zipped directory.
DOI: 10.17632/8dhgcw2sxp.1
title: Patents and R&D Subsidies in a Two-Sector Schumpeterian Economy: Calibration Code

description: This dataset accompanies the paper “Patents and R&D Subsidies in a Two-Sector Schumpeterian Economy” (Stojanovikj, Economic Modelling, 2026). This study examines how patent protection, research and development (R&D) subsidies, and their interaction affect economic growth within a vertically integrated (downstream–upstream) Schumpeterian framework.

This dataset contains the accompanying MATLAB code that allows users to easily replicate the calibration exercises reported in Sections 4.1–4.4 of the paper. The code uses the calibrated model parameters to simulate steady-state growth outcomes under different levels of patent protection, R&D subsidies and their interaction. Using the Readme text file will produce the quantitative results discussed in Section 4: Quantitative Analysis.

The data for the calibrated parameter values are provided in Section 4.1 of the paper, and are also shown in Table 1. The data requires no special access rights. Users can modify the MATLAB code to explore alternative parameter settings or country groupings.

Overall, the dataset allows researchers to replicate and extend the numerical results in the paper and to explore how different calibration values for the patent and R&D subsidy parameters shift the results on the different growth effects in the upstream and downstream sectors.
DOI: 10.17632/f4sz2ks886
title: DATA-Increased fungal abundance enhances soil organic carbon sequestration by promoting particle organic carbon formation in recovering pika mounds-LU

description: This dataset compiles field measurements and laboratory analyses investigating the dynamics of soil organic carbon (SOC) and related biogeochemical factors during the natural recovery of plateau pika (Ochotona curzoniae) mounds in an alpine meadow on the Qinghai-Tibet Plateau.
This data provides insights into plant-soil-microbe interactions driving carbon sequestration in disturbed grassland ecosystems.
DOI: 10.15468/dl.fs85ed
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Suncus zeylanicus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037579-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f4sz2ks886.1
title: DATA-Increased fungal abundance enhances soil organic carbon sequestration by promoting particle organic carbon formation in recovering pika mounds-LU

description: This dataset compiles field measurements and laboratory analyses investigating the dynamics of soil organic carbon (SOC) and related biogeochemical factors during the natural recovery of plateau pika (Ochotona curzoniae) mounds in an alpine meadow on the Qinghai-Tibet Plateau.
This data provides insights into plant-soil-microbe interactions driving carbon sequestration in disturbed grassland ecosystems.
DOI: 10.17632/sxzznp5b9r
title: Development and validation of the Sustainable Development Goals Behavior Scale (SDGs-BS) for Japanese adults

description: The dataset was used for the development and validation of the the Sustainable Development Goals Behavior Scale (SDGs-BS). Information on participant categories and their SDGs literacy was also collected. The survey was conducted in Japan, targeting 500 adults aged ≧ 18. Participants were recruited, through the online survey service “Freeasy” (https://freeasy-survey.com) under the title “Survey on Behaviors Related to SDGs.” For the purpose of validity evaluation, the following scales were employed: The prosocial behavior scale, The self-report altruism scale, The community consciousness scale, and The Japanese version of the interpersonal responsiveness index. To examine test-retest reliability, the survey was administered twice to the same participants at a one-month interval (Time 1 and Time 2).
DOI: 10.17632/sxzznp5b9r.2
title: Development and validation of the Sustainable Development Goals Behavior Scale (SDGs-BS) for Japanese adults

description: The dataset was used for the development and validation of the the Sustainable Development Goals Behavior Scale (SDGs-BS). Information on participant categories and their SDGs literacy was also collected. The survey was conducted in Japan, targeting 500 adults aged ≧ 18. Participants were recruited, through the online survey service “Freeasy” (https://freeasy-survey.com) under the title “Survey on Behaviors Related to SDGs.” For the purpose of validity evaluation, the following scales were employed: The prosocial behavior scale, The self-report altruism scale, The community consciousness scale, and The Japanese version of the interpersonal responsiveness index. To examine test-retest reliability, the survey was administered twice to the same participants at a one-month interval (Time 1 and Time 2).
DOI: 10.17632/7hsnw77spn
title: Detection data-Building

description: Building point clouds collected to validate the method proposed in this paper
DOI: 10.17632/7hsnw77spn.1
title: Detection data-Building

description: Building point clouds collected to validate the method proposed in this paper