cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qm5sdf
title: Occurrence Download

description: A dataset containing 2822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blitum bonus-henricus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2822 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009464-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yetn4
title: Occurrence Download

description: A dataset containing 311615 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Mammal Databank: Larger Carnivores Monitoring Program (KORA)"
 ]
}

 The dataset includes 311615 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009440-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duafxy
title: Occurrence Download

description: A dataset listing the 79 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "Geometry POLYGON((-70 -55.5,-66 -55.5,-66 -53.5,-70 -53.5,-70 -55.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Polychaeta"
 ]
}

 The dataset's 79 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009437-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15125/bath-01434
title: Dataset for "Co-creation of an airflow and COVID-19 transmission risk model for shelter design"

description: This dataset underpins a journal article titled "Co-creation of an Airflow and COVID-19 Transmission Risk Model for Shelter Design." The paper introduces the first collaboratively developed tool designed to guide shelter design by ensuring adequate natural ventilation, optimal indoor air quality, and minimized airborne transmission risks. This study explores the development and application of this tool to promote healthier shelters and enhance the shelter design process.

Data was collected using the JISC online tool across two phases: the first before the tool's creation and the second after its implementation by participants. The dataset includes responses from online surveys conducted with participants from various global locations. It encompasses information on shelter designers' experience in shelter construction, their background knowledge of natural airflow and indoor air quality, and feedback on the usability of the co-created tool.
description: The data have been collected through two online surveys using JISC online tool to comply with GDPR and Certified to ISO 27001 standards. All the participants were enrolled on a voluntary basis after they signed an informed consent. This research has received ethical approval from the University of Bath - ethics application reference number: 2448-2592.
description: The data was collected using the JISC online tool across two phases: the first before the tool's creation and the second after its implementation by participants. The dataset, stored in a CSV file, includes responses from online surveys conducted with participants from various global locations. It encompasses information on shelter designers' experience in shelter construction, their background knowledge of natural airflow and indoor air quality, and feedback on the usability of the co-created tool. The data was further processed and analyzed using a Python script to derive insights and conclusions presented in the article.
DOI: 10.5281/zenodo.18468635
title: EDR - Epigraphic Database Roma Epidoc files

description: This dataset is the result of an automatic conversion of some contents of EDR into EpiDoc.


There are hundreds of collaborators in many different universities, described in the following page: http://www.edr-edr.it/it/strutt_it.php


A description of the database can be found here http://www.edr-edr.it/en/present_en.php?lang=en.
DOI: 10.5281/zenodo.3931222
title: EDR - Epigraphic Database Roma Epidoc files

description: This dataset is the result of an automatic conversion of some contents of EDR into EpiDoc.


There are hundreds of collaborators in many different universities, described in the following page: http://www.edr-edr.it/it/strutt_it.php


A description of the database can be found here http://www.edr-edr.it/en/present_en.php?lang=en.
DOI: 10.5281/zenodo.17399102
title: Experimental Data Supporting the Development of Biodegradable Cutlery from Food Industry Waste

description: This dataset contains the raw and processed data generated during the study on the development of biodegradable cutlery from cassava peel starch and citrus peel powder. It includes results of physical, chemical, textural, biodegradability, and shelf-life analyses used to evaluate the functional and sustainable properties of the developed spoons. Data files are provided in Excel format for transparency and reproducibility.
DOI: 10.5281/zenodo.17399103
title: Experimental Data Supporting the Development of Biodegradable Cutlery from Food Industry Waste

description: This dataset contains the raw and processed data generated during the study on the development of biodegradable cutlery from cassava peel starch and citrus peel powder. It includes results of physical, chemical, textural, biodegradability, and shelf-life analyses used to evaluate the functional and sustainable properties of the developed spoons. Data files are provided in Excel format for transparency and reproducibility.
DOI: 10.15128/r2v692t626d
title: Towards a sustainable workplace: a life cycle perspective on EV-charging integrated HVAC systems [dataset]

description: Heating, ventilation, and air conditioning (HVAC) systems contribute substantially to energy consumption and carbon emissions in the building sector. This study evaluates the environmental impacts of solar-powered HVAC systems in the workplace in a city in Portugal (Sines) using a comprehensive life cycle assessment (LCA), compared to systems powered by national grid electricity. The LCA is performed using the Environmental Footprint (EF) 3.1 method with a cradle-to-grave system boundary. Electric vehicle chargers are included to temporarily store excess electricity generated from a solar photovoltaic system. Results from the LCA indicate that the manufacturing and operation phases of the product system powered by grid electricity contribute significantly to most of the environmental impacts, while switching to a solar-powered system could reduce the climate change impact by 87.28%. The sensitivity analysis demonstrates that heating and cooling set point temperatures of HVAC systems critically affect the environmental burdens arising from the product system. Substituting reclaimed refrigerants for newly produced refrigerants can reduce global warming potential by 5.8% during the manufacturing phase of HVAC systems. Enhancing HVAC energy efficiency and adapting heating and cooling operation are essential for reducing GHG emissions. Furthermore, the scope of the study is expanded by evaluating the environmental impacts of workplace HVAC systems in three more different European cities, i.e., Paris, London, and Oslo, representing warm and cold climate zones. Future increases in renewable electricity capacity lead to reduced environmental impacts but increase mineral and metal resource use. A broader consideration of environmental impacts through LCA offers insights into the future development and application of sustainable energy systems.
DOI: 10.5281/zenodo.18450778
title: Processed DARPA TC E3 Provenance Logs (Cadets, Fivedirections, Theia, Trace) for Theseus Evaluation

description: The provided archives contain pre-processed provenance logs derived from the DARPA Transparent Computing Engagement 3 (E3) datasets, formatted for ingestion by the Theseus graph construction pipeline.

The data is available in two formats:





Parquet: Optimized for computational efficiency. This format is recommended for its strict type handling and superior I/O performance.




CSV: Provided for accessibility and manual inspection. This archive includes a Parquet cache to optimize the build_graph tasks, which require full scans of the event_table for timestamp matching.
DOI: 10.5281/zenodo.18450779
title: Processed DARPA TC E3 Provenance Logs (Cadets, Fivedirections, Theia, Trace) for Theseus Evaluation

description: The provided archives contain pre-processed provenance logs derived from the DARPA Transparent Computing Engagement 3 (E3) datasets, formatted for ingestion by the Theseus graph construction pipeline.

The data is available in two formats:





Parquet: Optimized for computational efficiency. This format is recommended for its strict type handling and superior I/O performance.




CSV: Provided for accessibility and manual inspection. This archive includes a Parquet cache to optimize the build_graph tasks, which require full scans of the event_table for timestamp matching.
DOI: 10.15468/dl.tesgxa
title: Occurrence Download

description: A dataset containing 25988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vaccinium vitis-idaea)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 25988 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009466-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpwaem
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-84.5 38.4,-80.5 38.4,-80.5 42,-84.5 42,-84.5 38.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Xysticus"
 ]
}

 The dataset's 14 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009423-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvsnv9
title: Occurrence Download

description: A dataset containing 540361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is Nigeria",
 "Geometry POLYGON((2.5 4,15 4,15 14,2.5 14,2.5 4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is CC-BY 4.0",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "TaxonKey is Animalia",
 "Year 2018-2022"
 ]
}

 The dataset includes 540361 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009402-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18468650
title: Regulating ion transport and solvation chemistry in zwitterionic gel polymer electrolyte for high-performance quasi-solid-state battery
DOI: 10.5281/zenodo.18391065
title: Processed DARPA TC E3 Provenance Logs (Cadets, Fivedirections, Theia, Trace) for Theseus Evaluation

description: This dataset contains the pre-processed CSV logs derived from the DARPA Transparent Computing Engagement 3 (E3) datasets, ready for ingestion by the Theseus graph construction pipeline.
DOI: 10.15468/dl.k2awa4
title: Occurrence Download

description: A dataset containing 556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blutaparon vermiculare",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 556 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009467-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60507/fk2/2xjors/d3tusa
title: Structural_Gravity_model_AVEs_results_byproduct .xlsx

description: Ad valorem tariff equivalents from the structural gravity model which can be used in future trade cost analysis. Results are at the disaggregated country level
DOI: 10.60507/fk2/2xjors/ntwyhc
title: Structural_gravity_AVEs_bycountry.xlsx

description: Ad valorem tariff equivalents from the structural gravity model which can be used in future trade cost analysis. Results are at the disaggregated country level
DOI: 10.60507/fk2/2xjors/3f8xzv
title: Structural_Gravity_Simulationresults.xlsx

description: General equilibrium counterfactual trade simulation of time to trade reduction for Africa.
DOI: 10.60507/fk2/2xjors/h15pw5
title: Structural_gravity_STATA_code.do

description: The STATA dofile to do all the analysis done in the econometrics analysis of the gravity model.
DOI: 10.60507/fk2/2xjors/zqrjwr
title: Climate_change_productivity_shock.xlsx

description: Climate change shocks to the agricultural sector applied to the no climate change productivity trend to be used in the CGE model. The productivities are after the climate changes under RCP4.5 and RCP8.5 are applied.
DOI: 10.60507/fk2/2xjors/szdtek
title: readme.txt

description: This README file documents the structure of the dataset, variable definitions, data sources, cleaning procedures, and instructions for replicating the analyses using the provided data and code.
DOI: 10.60507/fk2/2xjors
title: Replication Data for: Economic Integration and Development in Africa: A Multifaceted Examination of Trade, Infrastructure, and Resilience

description: This dataset provides the data and codes for the study of African integration and development, including Stata codes for the gravity model, ad valorem equivalent (AVE) calculations of trade costs, and the GAMS code for the recursive dynamic CGE simulations of climate change, counterfactual trade facilitation scenarios, and AfCFTA-climate interaction analyses; links to secondary data sources (i.e. World Bank and CEPII trade indicators, Waldhoff et al. climate projections); and selected results which can be used in future studies as inputs.
description: STATA, version 16 and above
DOI: 10.15468/dl.mcmewd
title: Occurrence Download

description: A dataset containing 841 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eryngium viviparum"
 ]
}

 The dataset includes 841 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009469-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xyc3a
title: Occurrence Download

description: A dataset containing 27362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Valeriana dioica, Valeriana dioica, Valeriana dioica, Valeriana dioica mas)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 27362 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009468-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.am62rj
title: Occurrence Download

description: A dataset containing 19330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cynomys ludovicianus"
 ]
}

 The dataset includes 19330 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009470-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48420/14754504
title: Effect of Si-doped InGaN underlayers on photoluminescence efficiency and recombination dynamics in InGaN/GaN quantum wells

description: A series of single InGaN/GaN quantum wells with a Si-doped InGaN underlayer were studied to investigate the impact of the underlayer on photoluminescence efficiency and recombination dynamics. The thickness of the GaN capping layer was varied between samples, which changed the electric field across the QW due to band bending near the surface. When directly exciting the wells, thermionic emission of carriers results in a rapid drop in the photoluminesence efficiency with increasing temperature such that no emission is observed above 100K. However, exciting above the energy of the barriers caused the intensity of the QW emission to drop more slowly, with up to 12% of the 10K emission intensity remaining at 300K. This difference is attributed to hole transfer from the underlayer into the quantum well, which increases in efficiency at higher temperatures, and is enhanced by stronger electric fields present in the GaN barriers of samples with thinner GaN capping layers. Further, the sample with the narrowest cap layer of 2nm has a different shape and characteristic time for its photoluminescence decay transient and a different emission energy temperature dependence than the other samples. This behaviour was ascribed to a change in carrier localisation for this sample due to a reversal of the net field across the well compared to the other samples.
DOI: 10.48420/14754504.v1
title: Effect of Si-doped InGaN underlayers on photoluminescence efficiency and recombination dynamics in InGaN/GaN quantum wells

description: A series of single InGaN/GaN quantum wells with a Si-doped InGaN underlayer were studied to investigate the impact of the underlayer on photoluminescence efficiency and recombination dynamics. The thickness of the GaN capping layer was varied between samples, which changed the electric field across the QW due to band bending near the surface. When directly exciting the wells, thermionic emission of carriers results in a rapid drop in the photoluminesence efficiency with increasing temperature such that no emission is observed above 100K. However, exciting above the energy of the barriers caused the intensity of the QW emission to drop more slowly, with up to 12% of the 10K emission intensity remaining at 300K. This difference is attributed to hole transfer from the underlayer into the quantum well, which increases in efficiency at higher temperatures, and is enhanced by stronger electric fields present in the GaN barriers of samples with thinner GaN capping layers. Further, the sample with the narrowest cap layer of 2nm has a different shape and characteristic time for its photoluminescence decay transient and a different emission energy temperature dependence than the other samples. This behaviour was ascribed to a change in carrier localisation for this sample due to a reversal of the net field across the well compared to the other samples.
DOI: 10.6084/m9.figshare.31240445.v1
title: Geomorphology of the Axial Channel (Southern Bight, North Sea)

description: This study presents a transnational geomorphological map of the Southern Bight, North Sea, using bathymetric data (EMODnet – c. 115 m horizontal resolution; UKHO – 4 m horizontal resolution). Based on the erosional and/or depositional relationship of the mapped features, a first step is established towards the reconstruction of the evolution of the Axial Channel, i.e. a major geomorphological feature on the southern North Sea seafloor. It reveals that the present-day Axial Channel reflects four distinct phases that occurred throughout the Pleistocene: a glacial phase, a major, regional scale fluvial dominated phase – that evolved after the glacial phase; a short-lived, high-energy drainage event; and a last, tidal dominated marine phase. These findings contribute to a refined understanding of the Southern Bight’s geomorphological evolution and offer a framework for future palaeo-environmental and stratigraphic studies in the region.
DOI: 10.6084/m9.figshare.31240445
title: Geomorphology of the Axial Channel (Southern Bight, North Sea)

description: This study presents a transnational geomorphological map of the Southern Bight, North Sea, using bathymetric data (EMODnet – c. 115 m horizontal resolution; UKHO – 4 m horizontal resolution). Based on the erosional and/or depositional relationship of the mapped features, a first step is established towards the reconstruction of the evolution of the Axial Channel, i.e. a major geomorphological feature on the southern North Sea seafloor. It reveals that the present-day Axial Channel reflects four distinct phases that occurred throughout the Pleistocene: a glacial phase, a major, regional scale fluvial dominated phase – that evolved after the glacial phase; a short-lived, high-energy drainage event; and a last, tidal dominated marine phase. These findings contribute to a refined understanding of the Southern Bight’s geomorphological evolution and offer a framework for future palaeo-environmental and stratigraphic studies in the region.
DOI: 10.15468/dl.jz8t23
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bosea cypria",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009471-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18468396
title: Guiones Conjeturales de Clases de Formación para la Vida y el Trabajo (FVT)_ Curso HESEIA 2024

description: Estos datos forman parte de un conjunto mas grande publicado en la página de la Fundacion Via Libre ya que fueron construidos a partir de una Curso de Formación Docente llamado HESEIA https://ia.vialibre.org.ar/curso-de-formacion dictado de manera presencial en Córdoba, Argentina, desde la FaMAF UNC y el aval del Ministerio de Educación de la Provincia de Córdoba, Argentina.

Se publican aquí los 25 guiones producidos en la materia Formación para la Vida y el Trabajo (FVT) que formaron parte de un corpus de datos para un análisis específico.
DOI: 10.5281/zenodo.18468395
title: Guiones Conjeturales de Clases de Formación para la Vida y el Trabajo (FVT)_ Curso HESEIA 2024

description: Estos datos forman parte de un conjunto mas grande publicado en la página de la Fundacion Via Libre ya que fueron construidos a partir de una Curso de Formación Docente llamado HESEIA https://ia.vialibre.org.ar/curso-de-formacion dictado de manera presencial en Córdoba, Argentina, desde la FaMAF UNC y el aval del Ministerio de Educación de la Provincia de Córdoba, Argentina.

Se publican aquí los 25 guiones producidos en la materia Formación para la Vida y el Trabajo (FVT) que formaron parte de un corpus de datos para un análisis específico.
DOI: 10.5281/zenodo.18184283
title: Regulating ion transport and solvation chemistry in zwitterionic gel polymer electrolyte for high-performance quasi-solid-state battery
DOI: 10.15468/dl.gceg6y
title: Occurrence Download

description: A dataset containing 1925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mustela nigripes"
 ]
}

 The dataset includes 1925 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009472-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.