cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17546027
title: Supplementary Material for "Multiscale Interactions between Climate and Land Use Change in the Hydrological Dynamics of the Ribeira de Iguape Basin (SP/PR)

description: Multiscale Interactions between Climate and Land Use Change in the Hydrological Dynamics of the Ribeira de Iguape Basin (SP/PR)

Supplementary Material 

This supplementary material provides a detailed overview of the statistical results and graphical outputs used to assess hydrological variability and regime shifts in the Ribeira de Iguape Basin (SP/PR, Brazil). It accompanies the manuscript “Multiscale Interactions between Climate and Land Use Change in the Hydrological Dynamics of the Ribeira de Iguape Basin (SP/PR)”, submitted to Hydrology (MDPI).

The document compiles the outcomes of non-parametric statistical tests (Mann–Kendall, Pettitt, SNHT, and Buishand) applied to annual mean, maximum, and minimum streamflow series (1930–2023), provided by ANA and DAEE. It also includes illustrative figures summarizing non-significant series behavior and temporal discharge variability across the basin.

The supplementary material is organized as follows:

S1. Table S1 – Summary of Detected Breakpoints and TrendsTable S1 presents the results of the Mann–Kendall, Pettitt, SNHT, and Buishand tests applied to the annual mean streamflow series. It lists test statistics, p-values, trend direction, and the detection of significant breakpoints for each station analyzed.

S2. Figure S1 – Mean Streamflow SeriesFigure S1 shows the annual mean streamflow values for stations without statistically significant trends, including station IDs 1 (A), 3 (B), 7 (C), 5 (D), 6 (E), 10 (F), and 4 (G).

S3. Figure S2 – Maximum Streamflow SeriesFigure S2 illustrates the annual maximum streamflow for stations without significant trends: IDs 1 (A), 3 (B), 7 (C), 2 (D), 6 (E), 10 (F), and 4 (G).

S4. Figure S3 – Minimum Streamflow SeriesFigure S3 presents the annual minimum streamflow for stations without significant trends: IDs 1 (A), 3 (B), 7 (C), 6 (D), 10 (E), and 4 (F).
DOI: 10.17909/1yjm-c412
title: Constraining star formation in M87 using deep HST UV data ("M87-HST-UV")

description: This HLSP release presents some of the deepest HST ultraviolet imaging ever obtained, combining WFC3/UVIS F275W observations of M87 with complementary WFC3 F606W/F660N and ACS F814W mosaics. The release includes calibrated drizzled images, RMS maps, and a multi-band catalog of point sources detected in the F275W band, with photometry measured in fixed 0.05″ apertures across all filters using SExtractor in dual-image mode.

The accompanying publication (Tamhane et al. 2025) demonstrates how these data constrain M87’s star formation rate (SFR) and star formation history (SFH), revealing a very low present-day SFR (~2 × 10⁻⁵ M☉ yr⁻¹), a modest starburst ~125 Myr ago, and the presence of UV filaments aligned with Hα structures. However, the depth and quality of the UV imaging make this dataset broadly valuable for a range of studies, including the properties of globular cluster populations, searches for faint background UV galaxies, and investigations of stellar populations in dense cluster environments.
DOI: 10.5281/zenodo.17233928
title: Dynamic pressure enhancement upon disk impact on a boiling liquid

description: This excel file consists of the data (in tabular form) that are used to produce the figures in the manuscript. More data can be made available upon request.
DOI: 10.5281/zenodo.17233929
title: Dynamic pressure enhancement upon disk impact on a boiling liquid

description: This excel file consists of the data (in tabular form) that are used to produce the figures in the manuscript. More data can be made available upon request.
DOI: 10.5281/zenodo.17546031
title: IODP Expedition 323 Per-fluorocarbon tracers (PFT)

description: Perfluorocarbon tracers (PFT) can be used to quantify the amount of core contamination due to drilling fluid. PFT is continuously pumped into the stream of drilling fluid to maintain a consistent concentration. Core subsamples are then measured in triplicate using µECD gas chromatography. Measured levels of PFT of the core outer surface, the outer core surface after undergoing a decontamination procedure, and the inner core are then compared to determine the degree of contamination.
DOI: 10.5281/zenodo.17546032
title: IODP Expedition 323 Per-fluorocarbon tracers (PFT)

description: Perfluorocarbon tracers (PFT) can be used to quantify the amount of core contamination due to drilling fluid. PFT is continuously pumped into the stream of drilling fluid to maintain a consistent concentration. Core subsamples are then measured in triplicate using µECD gas chromatography. Measured levels of PFT of the core outer surface, the outer core surface after undergoing a decontamination procedure, and the inner core are then compared to determine the degree of contamination.
DOI: 10.5281/zenodo.17544850
title: scPrediXcan example data

description: Here is the example data for scPrediXcan workflow from step 1 to step 3.
DOI: 10.5281/zenodo.17544851
title: scPrediXcan example data

description: Here is the example data for scPrediXcan workflow from step 1 to step 3.
DOI: 10.34740/kaggle/dsv/13640092
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25345/c5dr2pn9q
title: MassIVE MSV000099779 - GNPS - Aplysia dactylomela - Vzla 2025
title: Ethanolic extracts from Aplysisa dactylomela from Venezuela
DOI: 10.15468/dl.9cwzr7
title: Occurrence Download

description: A dataset containing 672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Benin, Senegal, Mali, Togo, Burkina Faso, Ghana, Niger, Nigeria, Sierra Leone, Liberia, Cabo Verde, Mauritania, Côte d’Ivoire, Guinea, Guinea-Bissau, Gambia)",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxytenanthera abyssinica"
 ]
}

 The dataset includes 672 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020260-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk3wn3
title: Occurrence Download

description: A dataset containing 15217 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Chelonia mydas [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 15217 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020259-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mec6nn
title: Occurrence Download

description: A dataset containing 995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Dermanura phaeotis"
 ]
}

 The dataset includes 995 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020265-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/h52kcf
title: Sci. Rep. 2025 Jul 16; 15, 25744

description: Raw images and data for Nelson and Broadie, 2025 "Neuron-to-glia signaling drives critical period experience-dependent synapse pruning" (2025-07-16)
DOI: 10.5281/zenodo.17545876
title: Home-based remotely-supervised high-intensity interval training and cardiorespiratory fitness in children and adolescents with post-infectious bronchiolitis obliterans: A randomized controlled trial

description: Database containing all variables collected in assessments 1 and 2, representing pre- and post-intervention data, respectively.
DOI: 10.15138/v5fs-0616
title: Orbiting Carbon Observatory-2 (OCO-2) version 11 Model Intercomparison Project (MIP) Model Cosamples of ObsPack insitu, TCCON, OCO-2, OCO-3, Gridded flux, and Regional flux data.
DOI: 10.6084/m9.figshare.30559489
title: Empowered by design: Findings from a supportive technology research project with autistic young adults

description: Central to Design Your Life (DYL) is a toolkit that helps autistic young adults develop their own supportive devices. Within a seventeen-month period, fifteen participants worked on a wide variety of devices related to decision-making, nutrition, social interaction, and more. DYL aims to empower end users by (1) providing a supportive device with practical value and (2) offering an insightful and enjoyable design process with intrinsic value. This paper presents the main findings. We used data from fourteen evaluation interviews and ten follow-up interviews, conducted two weeks and three months after the design process. Interview transcripts were thematically analyzed and the outcomes were discussed in a multistakeholder meeting involving members of the autistic community. Overall, participants attributed the most value to supportive technology in the areas of management, self-confidence, and social support. Supportive technology helped several participants better explain their support needs to trusted others. Supportive technology was also described as a sense-making tool, to explore how to navigate a world that is largely shaped for and by non-autistic people. These and other findings bolster new appreciations of supportive technology by autistic young adults.
DOI: 10.6084/m9.figshare.30559489.v1
title: Empowered by design: Findings from a supportive technology research project with autistic young adults

description: Central to Design Your Life (DYL) is a toolkit that helps autistic young adults develop their own supportive devices. Within a seventeen-month period, fifteen participants worked on a wide variety of devices related to decision-making, nutrition, social interaction, and more. DYL aims to empower end users by (1) providing a supportive device with practical value and (2) offering an insightful and enjoyable design process with intrinsic value. This paper presents the main findings. We used data from fourteen evaluation interviews and ten follow-up interviews, conducted two weeks and three months after the design process. Interview transcripts were thematically analyzed and the outcomes were discussed in a multistakeholder meeting involving members of the autistic community. Overall, participants attributed the most value to supportive technology in the areas of management, self-confidence, and social support. Supportive technology helped several participants better explain their support needs to trusted others. Supportive technology was also described as a sense-making tool, to explore how to navigate a world that is largely shaped for and by non-autistic people. These and other findings bolster new appreciations of supportive technology by autistic young adults.
DOI: 10.6084/m9.figshare.30559491
title: Closed-loop valorisation of glass fibre reinforced plastic waste

description: The primary objective of this study is to investigate the feasibility of fully replacing aluminium trihydrate (ATH) with glass fibre reinforced plastic (GFRP) waste dust in resin-based composite formulations while ensuring mechanical integrity, fire performance, and impact resilience. For the first time, ATH was substituted with GFRP waste, and the composites were comprehensively assessed. Viscosity increased due to the heterogeneous and complex particle size distribution of GFRP waste, as confirmed by scanning electron microscopy and particle size analysis. Despite this, the optimised formulation R<sup>2</sup><sub>100</sub> retained properties very close to the control (R<sub>0</sub>), with a tensile strength of 118.56 MPa (95% retention), a cross-breaking strength of 188.04 MPa (98% retention), and an interfacial shear strength of 32 MPa (91% retention). Fire testing confirmed compliance with industrial safety benchmarks, achieving a Limiting Oxygen Index (LOI) of 29, a smoke density of 260 Ds, and a toxicity index of 5. Finite element analysis of laminate was carried in accordance with ASTM D7136 boundary conditions, revealed comparable stress distributions and dent depths for both ATH- and GFRP-based formulations. This unique substitution underscores the industrial viability of GFRP waste as a sustainable alternative filler, aligning with circular economy principles. Sustainable Composite Development using glass fibre reinforced plastic (GFRP) waste dust.Mechanical Performance of optimised formulation offers comparable mechanical properties in response to ATH-based control formulation.Finite element analysis confirms that use GFRP waste instead of ATH does not compromise the impact resilience.Fire Safety Compliance is achieved.Supports circular economy by valorising GFRP waste in composite manufacturing with TRL 8 for industrial adoption. Sustainable Composite Development using glass fibre reinforced plastic (GFRP) waste dust. Mechanical Performance of optimised formulation offers comparable mechanical properties in response to ATH-based control formulation. Finite element analysis confirms that use GFRP waste instead of ATH does not compromise the impact resilience. Fire Safety Compliance is achieved. Supports circular economy by valorising GFRP waste in composite manufacturing with TRL 8 for industrial adoption.
DOI: 10.6084/m9.figshare.30559491.v1
title: Closed-loop valorisation of glass fibre reinforced plastic waste

description: The primary objective of this study is to investigate the feasibility of fully replacing aluminium trihydrate (ATH) with glass fibre reinforced plastic (GFRP) waste dust in resin-based composite formulations while ensuring mechanical integrity, fire performance, and impact resilience. For the first time, ATH was substituted with GFRP waste, and the composites were comprehensively assessed. Viscosity increased due to the heterogeneous and complex particle size distribution of GFRP waste, as confirmed by scanning electron microscopy and particle size analysis. Despite this, the optimised formulation R<sup>2</sup><sub>100</sub> retained properties very close to the control (R<sub>0</sub>), with a tensile strength of 118.56 MPa (95% retention), a cross-breaking strength of 188.04 MPa (98% retention), and an interfacial shear strength of 32 MPa (91% retention). Fire testing confirmed compliance with industrial safety benchmarks, achieving a Limiting Oxygen Index (LOI) of 29, a smoke density of 260 Ds, and a toxicity index of 5. Finite element analysis of laminate was carried in accordance with ASTM D7136 boundary conditions, revealed comparable stress distributions and dent depths for both ATH- and GFRP-based formulations. This unique substitution underscores the industrial viability of GFRP waste as a sustainable alternative filler, aligning with circular economy principles. Sustainable Composite Development using glass fibre reinforced plastic (GFRP) waste dust.Mechanical Performance of optimised formulation offers comparable mechanical properties in response to ATH-based control formulation.Finite element analysis confirms that use GFRP waste instead of ATH does not compromise the impact resilience.Fire Safety Compliance is achieved.Supports circular economy by valorising GFRP waste in composite manufacturing with TRL 8 for industrial adoption. Sustainable Composite Development using glass fibre reinforced plastic (GFRP) waste dust. Mechanical Performance of optimised formulation offers comparable mechanical properties in response to ATH-based control formulation. Finite element analysis confirms that use GFRP waste instead of ATH does not compromise the impact resilience. Fire Safety Compliance is achieved. Supports circular economy by valorising GFRP waste in composite manufacturing with TRL 8 for industrial adoption.
DOI: 10.5281/zenodo.17542764
title: Cavity-mediated charge and pair-density waves in a unitary Fermi gas

description: Data corresponding to the article "Cavity-mediated charge and pair-density waves in a unitary Fermi gas".
DOI: 10.5281/zenodo.17542763
title: Cavity-mediated charge and pair-density waves in a unitary Fermi gas

description: Data corresponding to the article "Cavity-mediated charge and pair-density waves in a unitary Fermi gas".
DOI: 10.5281/zenodo.16361107
title: Legality Without Justice: Symbolic Governance, Institutional Denial, and the Ethical Foundations of Law

description: Description:This dataset accompanies the empirical analysis in Legality Without Justice, a study examining the relationship between public trust in institutions and perceived governance legitimacy using data from the World Values Survey Wave 7 (2017–2022). It includes:





WVS_Cross-National_Wave_7_csv_v6_0.csv — World Values Survey Wave 7 core data.




GDP.csv — World Bank GDP per capita (current US$) for 2022 by country.




denial.ipynb — Fully documented Jupyter notebook with code for data merging, exploratory statistics, and ordinal logistic regression using OrderedModel. Includes GDP as a control for institutional trust and perceived governance.



All data processing and analysis were conducted in Python using FAIR reproducibility principles and can be replicated or extended on Google Colab.

DOI: 10.5281/zenodo.16361108License: Creative Commons Attribution 4.0 International (CC BY 4.0)Authors: Anon AnnotatorPublication date: 2025-07-23Language: EnglishVersion: 1.0.0Publisher: ZenodoProgramming language: Python



🔽 How to Download and Run on Google Colab

Step 1: Open Google Colab

Go to https://colab.research.google.com

Step 2: Upload Files

Click File > Upload notebook, and upload the denial.ipynb file.Also upload the CSVs (WVS_Cross-National_Wave_7_csv_v6_0.csv and GDP.csv) using the file browser on the left sidebar.

Step 3: Adjust File Paths (if needed)

In denial.ipynb, ensure file paths match:



python





CopiarEditar



wvs = pd.read_csv('/content/WVS_Cross-National_Wave_7_csv_v6_0.csv')
gdp = pd.read_csv('/content/GDP.csv')



Step 4: Run the Code

Execute the notebook cells from top to bottom. You may need to install required libraries:



python





CopiarEditar



!pip install statsmodels pandas numpy



The notebook performs:





Data cleaning




Merging WVS and GDP datasets




Summary statistics




Ordered logistic regression to test if confidence in courts/police (Q57, Q58) predicts belief that the country is governed in the interest of the people (Q183), controlling for GDP.
DOI: 10.5281/zenodo.16361108
title: Legality Without Justice: Symbolic Governance, Institutional Denial, and the Ethical Foundations of Law

description: Description:This dataset accompanies the empirical analysis in Legality Without Justice, a study examining the relationship between public trust in institutions and perceived governance legitimacy using data from the World Values Survey Wave 7 (2017–2022). It includes:





WVS_Cross-National_Wave_7_csv_v6_0.csv — World Values Survey Wave 7 core data.




GDP.csv — World Bank GDP per capita (current US$) for 2022 by country.




denial.ipynb — Fully documented Jupyter notebook with code for data merging, exploratory statistics, and ordinal logistic regression using OrderedModel. Includes GDP as a control for institutional trust and perceived governance.



All data processing and analysis were conducted in Python using FAIR reproducibility principles and can be replicated or extended on Google Colab.

DOI: 10.5281/zenodo.16361108License: Creative Commons Attribution 4.0 International (CC BY 4.0)Authors: Anon AnnotatorPublication date: 2025-07-23Language: EnglishVersion: 1.0.0Publisher: ZenodoProgramming language: Python



🔽 How to Download and Run on Google Colab

Step 1: Open Google Colab

Go to https://colab.research.google.com

Step 2: Upload Files

Click File > Upload notebook, and upload the denial.ipynb file.Also upload the CSVs (WVS_Cross-National_Wave_7_csv_v6_0.csv and GDP.csv) using the file browser on the left sidebar.

Step 3: Adjust File Paths (if needed)

In denial.ipynb, ensure file paths match:



python





CopiarEditar



wvs = pd.read_csv('/content/WVS_Cross-National_Wave_7_csv_v6_0.csv')
gdp = pd.read_csv('/content/GDP.csv')



Step 4: Run the Code

Execute the notebook cells from top to bottom. You may need to install required libraries:



python





CopiarEditar



!pip install statsmodels pandas numpy



The notebook performs:





Data cleaning




Merging WVS and GDP datasets




Summary statistics




Ordered logistic regression to test if confidence in courts/police (Q57, Q58) predicts belief that the country is governed in the interest of the people (Q183), controlling for GDP.
DOI: 10.7266/7b4xhthz
title: Geospatial model output of coastal wetland changes and inundation impacts under projected sea level rise
DOI: 10.7910/dvn/p49juw
title: Replication Data for: Collateral Damage: Low Income Borrowers Depend on Income Based Lending

description: The following provides the code for all tables and figures that appear in the published version of the paper and internet appendix. Pseudo data is provided to demonstrate the structure of the underlying data. Please see the ReadMe.txt file contained within for more information.
DOI: 10.5281/zenodo.17543757
title: Reis Strain–Vacancy Model (RSVM, 2025): Pathway to Topological Superconductivity in Nickelate Heterostructureses

description: Phenomenological model predicting room-temperature superconductivity in strained La₃Ni₂O₇ thin films. The RSVM framework unifies strain, vacancy control, and orbital modulation into an exponential law for T_c, with topological extension via Rashba coupling. Experimental protocol included.
DOI: 10.5281/zenodo.17538263
title: Superconductivity

description: This work presents a validated predictive framework for room-temperature superconductivity (RTSC) in La₃Ni₂O₇ using a strain-dependent tight-binding model. The model integrates biaxial strain and defect engineering to forecast T_c > 150 K, with extrapolation to ~307 K under pristine conditions. Validation against recent experiments shows 98% agreement with Ko et al. (Nature 2024) and 95% with Liu et al. (Nat Mater 2024). A technological roadmap outlines testable conditions for experimental realization within 6–18 months. This framework opens a path to RTSC applications in fusion magnets, topological qubits, and LN₂-cooled systems.
DOI: 10.5281/zenodo.17537090
title: Temperature Superconductivity via Eliashberg Model

description: ok!
DOI: 10.5281/zenodo.17537368
title: Temperature Superconductivity via Eliashberg Model

description: ok.
DOI: 10.5281/zenodo.17538163
title: Validated Predictive Framework for Room

description: oook
DOI: 10.5281/zenodo.17545897
title: Comprehensive statistics from 2000 to 2015 by U.S. Drought Monitor
DOI: 10.25574/31982
title: Chandra X-ray Observatory ObsId 31982

description: Chandra constraints on a nearby tidal disruption event discovered in real-time
DOI: 10.5281/zenodo.17546049
title: Data, metadata and analysis scripts used for the global assessment of the effect of salt ionic composition as a driver of aquatic bacterial diversity
title: attiszabo/MatterOfSalt: v1.0 (v1.0)

description: Data, metadata and analysis scripts used for Szabó et al.: A matter of salt: global assessment of the effect of salt ionic composition as a driver of aquatic bacterial diversity. Data analyses are carried out in R 4.3.0.
DOI: 10.5281/zenodo.17546050
title: Data, metadata and analysis scripts used for the global assessment of the effect of salt ionic composition as a driver of aquatic bacterial diversity
title: attiszabo/MatterOfSalt: v1.0 (v1.0)

description: Data, metadata and analysis scripts used for Szabó et al.: A matter of salt: global assessment of the effect of salt ionic composition as a driver of aquatic bacterial diversity. Data analyses are carried out in R 4.3.0.