cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17546752
title: Laboratory measurements of physical properties of rocks from the Nevados de Chillán Geothermal System

description: This dataset contains laboratory measurements of physical and elastic properties of rock samples from the Nevados de Chillán Geothermal System, located in the Southern Volcanic Zone of the Chilean Andes. The data include P-wave (Vp) and S-wave (Vs) velocities, dynamic elastic modulus, Poisson’s ratio, and porosity, measured under both ambient and hydrostatic confining pressure conditions. In addition, the dataset includes results from post–thermal treatment experiments, which evaluate the influence of heating on the physical behavior of the rocks.
DOI: 10.5281/zenodo.17546753
title: Laboratory measurements of physical properties of rocks from the Nevados de Chillán Geothermal System

description: This dataset contains laboratory measurements of physical and elastic properties of rock samples from the Nevados de Chillán Geothermal System, located in the Southern Volcanic Zone of the Chilean Andes. The data include P-wave (Vp) and S-wave (Vs) velocities, dynamic elastic modulus, Poisson’s ratio, and porosity, measured under both ambient and hydrostatic confining pressure conditions. In addition, the dataset includes results from post–thermal treatment experiments, which evaluate the influence of heating on the physical behavior of the rocks.
DOI: 10.17632/dh3p378449
title: Renewable Energy & CO2

description: This data examines the relationship between renewable energy (RE) and carbon dioxide (CO₂), along with macroeconomic components such as GDP, foreign direct investment (FDI), and trade openness (TD). It tries to look at the long- and short-term reaction of each component by utilizing the method of ARDL.
DOI: 10.17632/dh3p378449.1
title: Renewable Energy & CO2

description: This data examines the relationship between renewable energy (RE) and carbon dioxide (CO₂), along with macroeconomic components such as GDP, foreign direct investment (FDI), and trade openness (TD). It tries to look at the long- and short-term reaction of each component by utilizing the method of ARDL.
DOI: 10.17632/6tmc33yd97
title: Geochemical data from a weathered profile of Castlemaine Group sediments at Lockington, central Victoria, southeastern Australia.

description: The mineralogy and geochemistry of a fresh to weathered profile of Ordovician Castlemaine Group turbiditic sediments from the Lockington East prospect, in central Victorian, southeastern Australia, is investigated to determine weathering conditions leading to the dissolution of apatite. A single drillhole, 07LODH030 from Lockington East, was used in this study based on the preservation of a large interval of fresh through to weathered basement. A combination of portable X-ray fluorescence (pXRF), whole rock geochemistry and apatite geochemistry has been utilised to characterise the mineral and chemical changes throughout the weathered profile.
DOI: 10.17632/6tmc33yd97.1
title: Geochemical data from a weathered profile of Castlemaine Group sediments at Lockington, central Victoria, southeastern Australia.

description: The mineralogy and geochemistry of a fresh to weathered profile of Ordovician Castlemaine Group turbiditic sediments from the Lockington East prospect, in central Victorian, southeastern Australia, is investigated to determine weathering conditions leading to the dissolution of apatite. A single drillhole, 07LODH030 from Lockington East, was used in this study based on the preservation of a large interval of fresh through to weathered basement. A combination of portable X-ray fluorescence (pXRF), whole rock geochemistry and apatite geochemistry has been utilised to characterise the mineral and chemical changes throughout the weathered profile.
DOI: 10.17028/rd.lboro.30630386
title: Internal documents and communications from the office of the Director of Immovable Heritage at the Arts, Culture, and Heritage Services of the City of Johannesburg

description: This dataset contains internal documents and communications from the office of the Director of Immovable Heritage at the Arts, Culture, and Heritage Services of the City of Johannesburg. These files are referenced in the article titled: "Urban Places as Narrative Spaces: A classification framework for the Urban Graphic Heritage in Johannesburg's Mining Mall." Below are the full references to the files as in the article:<br><br>City of Johannesburg. 2003. “Relocation of Stamp Mill to Main Street Mining Mall.” Unpublished internal report of the City of Johannesburg: Community Development, Roads and Parks Committee, December 8, 2023. Scan of printed document in PDF format.<br>City of Johannesburg. 2004a. “Langlaagte Stamp Battery.” Unpublished internal communication from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg, June 17, 2004. Scan of printed facsimile in PDF format.City of Johannesburg. 2004b. “Refurbishment of Historical Stamp Mill for Main Street.” Unpublished internal communication from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg, April 20, 2004. Scan of printed email in PDF format.City of Johannesburg. 2004c. “Stamp mill at Main Street.” Unpublished internal communication with planning drawings from the contractor to the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg, January 28, 2004. Scan of printed document in PDF format.City of Johannesburg. 2017. “Heritage Policy Framework.” Unpublished internal policy from Immovable Heritage, Arts, Culture and Heritage Services of the City of Johannesburg. PDF format.City of Johannesburg. 2023. “Blue Plaques Index.” Unpublished internal communication from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg. PDF format.City of Johannesburg. No date. “Main street mall.” Unpublished internal walking tour transcript from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg. PDF format.
DOI: 10.17028/rd.lboro.30630386.v1
title: Internal documents and communications from the office of the Director of Immovable Heritage at the Arts, Culture, and Heritage Services of the City of Johannesburg

description: This dataset contains internal documents and communications from the office of the Director of Immovable Heritage at the Arts, Culture, and Heritage Services of the City of Johannesburg. These files are referenced in the article titled: "Urban Places as Narrative Spaces: A classification framework for the Urban Graphic Heritage in Johannesburg's Mining Mall." Below are the full references to the files as in the article:<br><br>City of Johannesburg. 2003. “Relocation of Stamp Mill to Main Street Mining Mall.” Unpublished internal report of the City of Johannesburg: Community Development, Roads and Parks Committee, December 8, 2023. Scan of printed document in PDF format.<br>City of Johannesburg. 2004a. “Langlaagte Stamp Battery.” Unpublished internal communication from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg, June 17, 2004. Scan of printed facsimile in PDF format.City of Johannesburg. 2004b. “Refurbishment of Historical Stamp Mill for Main Street.” Unpublished internal communication from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg, April 20, 2004. Scan of printed email in PDF format.City of Johannesburg. 2004c. “Stamp mill at Main Street.” Unpublished internal communication with planning drawings from the contractor to the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg, January 28, 2004. Scan of printed document in PDF format.City of Johannesburg. 2017. “Heritage Policy Framework.” Unpublished internal policy from Immovable Heritage, Arts, Culture and Heritage Services of the City of Johannesburg. PDF format.City of Johannesburg. 2023. “Blue Plaques Index.” Unpublished internal communication from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg. PDF format.City of Johannesburg. No date. “Main street mall.” Unpublished internal walking tour transcript from the office of the director of Immovable Heritage at the Arts, Culture and Heritage Services of the City of Johannesburg. PDF format.
DOI: 10.17632/9z2hz529b7
title: MATLAB Code for Virtual Experiment on Quadratically Inhomogeneous Couette-Poiseuille Flow with Permeable Boundaries

description: This MATLAB code implements a comprehensive virtual experiment for computational analysis of steady laminar flow of viscous incompressible fluid in a horizontal channel with permeable boundaries. The model is based on an exact analytical solution of the generalized Couette-Poiseuille problem, incorporating:

- Constant pressure gradient of arbitrary sign
- Uniform normal flow (injection) through permeable boundaries  
- Quadratically inhomogeneous velocity profile on the upper moving wall

The code calculates and visualizes complete 2D velocity fields, vorticity distributions, and shear stress patterns for three real fluids (water, glycerin, and ethylene glycol at 20°C). It performs detailed integral boundary layer analysis and constructs a comprehensive flow regime map in (Re, Re_w) coordinates. All figures and numerical results from the accompanying research article are automatically generated and saved as publication-ready PNG files with 300 DPI resolution.
DOI: 10.17632/9z2hz529b7.1
title: MATLAB Code for Virtual Experiment on Quadratically Inhomogeneous Couette-Poiseuille Flow with Permeable Boundaries

description: This MATLAB code implements a comprehensive virtual experiment for computational analysis of steady laminar flow of viscous incompressible fluid in a horizontal channel with permeable boundaries. The model is based on an exact analytical solution of the generalized Couette-Poiseuille problem, incorporating:

- Constant pressure gradient of arbitrary sign
- Uniform normal flow (injection) through permeable boundaries  
- Quadratically inhomogeneous velocity profile on the upper moving wall

The code calculates and visualizes complete 2D velocity fields, vorticity distributions, and shear stress patterns for three real fluids (water, glycerin, and ethylene glycol at 20°C). It performs detailed integral boundary layer analysis and constructs a comprehensive flow regime map in (Re, Re_w) coordinates. All figures and numerical results from the accompanying research article are automatically generated and saved as publication-ready PNG files with 300 DPI resolution.
DOI: 10.17632/td5y6zyhf9
title: Picture Worth A Thousand Words 2

description: Evaluation Data
DOI: 10.17632/td5y6zyhf9.1
title: Picture Worth A Thousand Words 2

description: Evaluation Data
DOI: 10.17632/9v349h653n.2
title: Flood risk assessment along the River Niger

description: The dataset used to build a novel Flood Risk Assessment (FRA) for semi-arid rural areas is provided here. Our FRA aims to address the recurring shortcomings in multi-hazard, participation, and risk reduction in the FRA for semi-arid rural regions published over the last decade.
We hypothesise that assessing flood risk by integrating high-resolution geoinformation and local knowledge in a participatory process enables the identification of risk reduction measures, thereby contributing to flood risk assessment in risk management.
Data show the flood-prone area of the River Niger upstream of the city of Niamey during local and Guinean floods, each with three probabilities of occurrence (return periods of 10, 30, and 100 years). Moreover, the data include the basin of the Karma Wadi (the largest tributary of the Niger River, which is reported to flood crops along the River Niger) and the highlands requiring treatment. Further information in the dataset includes assets exposed to each flood, expected damage, risk levels for each of the five municipalities along the river, potential risk-reduction measures, and their cost-benefit analyses.
The main findings of the FRA are: 
1) River flooding during the dry season causes more damage than during the wet season
2) Expected damage to irrigated crops is greater than damage to buildings
3) High-resolution geoinformation and local knowledge identify a feasible risk reduction
4) Raising the levees of rice fields, hygiene, and sanitation are priorities
5) High land prices hinder resettlement and redirect land development
The data consists of an Excel file reporting (i) crops, settlements, buildings (footprint and number) exposed to 6 flood scenarios organised by municipality; (ii) expected damage, (iii) SWOT analysis on measures; (iv) Measures priority; (v) Risk reduction; (vi) Cost-benefit analysis. Moreover, five folders contain shape files of flood-prone areas, categorised by six scenarios (two types of floods and three probabilities of occurrence each), water depth, and assets (crops and buildings). Finally, two figures in PNG format localise each flood-prone settlement mentioned in the tables.
Data were gathered from daily river discharge data provided by the Ministry of Hydraulics and Sanitation of Niger, a digital elevation model extracted from Planet satellite images and land cover Google Earth images of February 2024, the Information System on Rural Markets (SIMA), field inspections on February 2025, and focus groups conducted with the municipalities of Gothèye, Karma, Kourteye, and Namaro in 2024 and 2025.
The dataset can be used for flood rescue and recovery, an impact-based flood early warning system, local risk reduction planning, and local emergency planning.
DOI: 10.5281/zenodo.17660819
title: Training material for Galaxy tutorial "Binning of metagenomic sequencing data"
DOI: 10.5281/zenodo.17660820
title: Training material for Galaxy tutorial "Binning of metagenomic sequencing data"
DOI: 10.15468/dl.733p89
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Annellolacinia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000331-251120083545085/datasets/export for details.
DOI: 10.17632/xygvh5mcys
title: Green Product Purchase Intention 03

description: Hasil Analisa
DOI: 10.17632/xygvh5mcys.1
title: Green Product Purchase Intention 03

description: Hasil Analisa
DOI: 10.17632/695w3dws5f
title: SOD3D: A salient object detection dataset for photogrammetric 3D reconstruction

description: SOD3D is a testing dataset built to evaluate the impact of an SOD stage applied to 3D reconstruction. It consists of images of 30 objects of different sizes, shapes and textures, and their processed versions. Starting with 36 original photographs taken for every object from various points of view, a manually segmented ground truth is included for every original image as a baseline for SOD algorithm evaluation. Furthermore, saliency maps generated with three SOD algorithms, one symbolic, based on the brain programming methodology, and two sub-symbolic, based on DL techniques, are included. Additionally, binarized versions of every saliency map are included to evaluate the performance of the SOD algorithms. Finally, we include a set of image overlays masking the original images with the proto-objects. The repository’s root contains a directory for every object. Inside these are a folder for the original images and their processed versions.
Inside every object’s folder, there is a total of six folders that contain the original images, manually segmented ground truth, saliency maps generated by every SOD algorithm, the proto-objects that derive from the saliency maps, the overlays generated from masking the original images with the proto-objects and the final reconstructions resulting for every object after applying every proposed technique. The Original and GroundTruth folders contain the raw images and their manually segmented versions. Then, the SaliencyMap and ProtoObject folders share the same structure, where an independent directory is reserved for every SOD algorithm. Similarly, Overlay includes a folder for the data derived from every SOD algorithm, with the addition of a folder called GroundTruth, which contains the data derived from processing the original images using the manually segmented ground truth, to serve as a reference. Finally, the Reconstruction folder contains the available 3D reconstructions for every applied technique.
DOI: 10.17632/695w3dws5f.1
title: SOD3D: A salient object detection dataset for photogrammetric 3D reconstruction

description: SOD3D is a testing dataset built to evaluate the impact of an SOD stage applied to 3D reconstruction. It consists of images of 30 objects of different sizes, shapes and textures, and their processed versions. Starting with 36 original photographs taken for every object from various points of view, a manually segmented ground truth is included for every original image as a baseline for SOD algorithm evaluation. Furthermore, saliency maps generated with three SOD algorithms, one symbolic, based on the brain programming methodology, and two sub-symbolic, based on DL techniques, are included. Additionally, binarized versions of every saliency map are included to evaluate the performance of the SOD algorithms. Finally, we include a set of image overlays masking the original images with the proto-objects. The repository’s root contains a directory for every object. Inside these are a folder for the original images and their processed versions.
Inside every object’s folder, there is a total of six folders that contain the original images, manually segmented ground truth, saliency maps generated by every SOD algorithm, the proto-objects that derive from the saliency maps, the overlays generated from masking the original images with the proto-objects and the final reconstructions resulting for every object after applying every proposed technique. The Original and GroundTruth folders contain the raw images and their manually segmented versions. Then, the SaliencyMap and ProtoObject folders share the same structure, where an independent directory is reserved for every SOD algorithm. Similarly, Overlay includes a folder for the data derived from every SOD algorithm, with the addition of a folder called GroundTruth, which contains the data derived from processing the original images using the manually segmented ground truth, to serve as a reference. Finally, the Reconstruction folder contains the available 3D reconstructions for every applied technique.
DOI: 10.15468/dl.qjwf53
title: Occurrence Download

description: A dataset containing 11515 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crematogaster scutellaris"
 ]
}

 The dataset includes 11515 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000330-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17660705
title: Data set for "Numerical estimation of the Hausdorff dimension of D-random feuilletages"

description: Data set and notebook used to obtain the results reported in "Numerical estimation of the Hausdorff dimension of D-random feuilletages"  arXiv:2511.04519 [math-ph]
DOI: 10.5281/zenodo.17660706
title: Data set for "Numerical estimation of the Hausdorff dimension of D-random feuilletages"

description: Data set and notebook used to obtain the results reported in "Numerical estimation of the Hausdorff dimension of D-random feuilletages"  arXiv:2511.04519 [math-ph]
DOI: 10.15468/dl.y49k7x
title: Occurrence Download

description: A dataset containing 24591 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apis cerana"
 ]
}

 The dataset includes 24591 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000333-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/prnny6wtjv
title: 3D µCT Videography: Structural Evolution of 3D-Printed Tablets Before and After 24-Hour Dissolution

description: This dataset provides 3D time-lapse video reconstructions derived from X-ray micro-Computed Tomography (µ-CT) scans. The videos visualize the structural changes of 3D-printed pharmaceutical tablets before and after dissolution, focusing on the evolution of their internal pore structure and quantifying closed and open porosity over time. This technique was used to qualitatively assess the dissolution mechanism.

Sample & Method Summary
Sample Type: 3D-Printed Controlled-Release Tablet.
Composition: API: 65%, Lipid Binder: 35%
Manufacturing: Sintered Laser Melting.
Dissolution Medium: Phosphate-buffered saline (pH 6.8) at 37°C. (Tablets were dried before post-dissolution scanning).
Analysis Focus: Closed and open porosity quantification.

Acquisition Details 
Imaging Device: ZEISS Xradia 620 Versa scanner (ZEISS Microscopy)
Voxel Resolution: 6.7 µm
Voltage/Power: 70 kV, 8.5 W
Time Points: Scanned before and after 24 hours of dissolution (samples dried before post-dissolution scan).
Analysis Software: Dragonfly software (Comet Technologies / ORS).
DOI: 10.17632/prnny6wtjv.1
title: 3D µCT Videography: Structural Evolution of 3D-Printed Tablets Before and After 24-Hour Dissolution

description: This dataset provides 3D time-lapse video reconstructions derived from X-ray micro-Computed Tomography (µ-CT) scans. The videos visualize the structural changes of 3D-printed pharmaceutical tablets before and after dissolution, focusing on the evolution of their internal pore structure and quantifying closed and open porosity over time. This technique was used to qualitatively assess the dissolution mechanism.

Sample & Method Summary
Sample Type: 3D-Printed Controlled-Release Tablet.
Composition: API: 65%, Lipid Binder: 35%
Manufacturing: Sintered Laser Melting.
Dissolution Medium: Phosphate-buffered saline (pH 6.8) at 37°C. (Tablets were dried before post-dissolution scanning).
Analysis Focus: Closed and open porosity quantification.

Acquisition Details 
Imaging Device: ZEISS Xradia 620 Versa scanner (ZEISS Microscopy)
Voxel Resolution: 6.7 µm
Voltage/Power: 70 kV, 8.5 W
Time Points: Scanned before and after 24 hours of dissolution (samples dried before post-dissolution scan).
Analysis Software: Dragonfly software (Comet Technologies / ORS).