cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.12585994
title: Model and Data Repository_CLEWs 4 Zambia

description: This repository for the research affiliated with the University of Edinburgh encompasses a comprehensive collection of data and model files, meticulously curated to facilitate detailed analysis and modelling using the CLEWs (Climate-Land-Energy-Water) framework. The repository includes the following essential files:



CLEWs Scenario Data Files

CLEWs Reference Diagram for the Baseline:



A comprehensive PDF diagram illustrating the baseline interconnections within the CLEWs framework for Zambia. This diagram serves as a visual aid to understand the foundational relationships and interactions between climate, land, energy, and water systems.


CLEWs Number Crunching File:



An Excel file containing detailed numerical analyses and computations essential for the CLEWs modelling. This file includes various datasets, calculations, and results that form the backbone of the scenario analyses.


Signed Stakeholder Consent Forms:



Documentation of consent from stakeholders who contributed to the research, ensuring ethical standards and transparency in data collection and usage.


Detailed Stakeholder Responses:



Comprehensive documentation of feedback and insights from stakeholders, providing valuable qualitative data that complement the quantitative analyses. These responses are crucial for understanding local perspectives and validating model assumptions.


GEOCLEWs Inputs and Outputs for Zambia:



A collection of files generated by the GeoCLEWs_ZM script, which automates data collection from sources such as GAEZ v4 and FAOSTAT. The outputs include agro-climatic potential yield, crop water deficit, precipitation, and land cover data, combined with electricity information for detailed CLEWs modelling. This dataset is vital for integrated analysis and visualization of the CLEWs components.



By centralising these critical resources, the Zenodo repository provides an invaluable tool for researchers, policymakers, and stakeholders engaged in sustainable development and climate resilience efforts in Zambia. Each file has been meticulously prepared and uploaded to ensure ease of access, facilitating robust analysis and informed decision-making within the context of the CLEWs framework.
DOI: 10.5281/zenodo.12585995
title: Model and Data Repository_CLEWs 4 Zambia

description: This repository for the research affiliated with the University of Edinburgh encompasses a comprehensive collection of data and model files, meticulously curated to facilitate detailed analysis and modelling using the CLEWs (Climate-Land-Energy-Water) framework. The repository includes the following essential files:



CLEWs Scenario Data Files

CLEWs Reference Diagram for the Baseline:



A comprehensive PDF diagram illustrating the baseline interconnections within the CLEWs framework for Zambia. This diagram serves as a visual aid to understand the foundational relationships and interactions between climate, land, energy, and water systems.


CLEWs Number Crunching File:



An Excel file containing detailed numerical analyses and computations essential for the CLEWs modelling. This file includes various datasets, calculations, and results that form the backbone of the scenario analyses.


Signed Stakeholder Consent Forms:



Documentation of consent from stakeholders who contributed to the research, ensuring ethical standards and transparency in data collection and usage.


Detailed Stakeholder Responses:



Comprehensive documentation of feedback and insights from stakeholders, providing valuable qualitative data that complement the quantitative analyses. These responses are crucial for understanding local perspectives and validating model assumptions.


GEOCLEWs Inputs and Outputs for Zambia:



A collection of files generated by the GeoCLEWs_ZM script, which automates data collection from sources such as GAEZ v4 and FAOSTAT. The outputs include agro-climatic potential yield, crop water deficit, precipitation, and land cover data, combined with electricity information for detailed CLEWs modelling. This dataset is vital for integrated analysis and visualization of the CLEWs components.



By centralising these critical resources, the Zenodo repository provides an invaluable tool for researchers, policymakers, and stakeholders engaged in sustainable development and climate resilience efforts in Zambia. Each file has been meticulously prepared and uploaded to ensure ease of access, facilitating robust analysis and informed decision-making within the context of the CLEWs framework.
DOI: 10.25934/pr00010273
title: TransPALLAS study request_Vetter_209-C

description: N/A
DOI: 10.15468/dl.yetgvm
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Marmosops bishopi (Pine, 1981)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004015-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a9bha
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "Country is Portugal",
 "Geometry POLYGON((-9.03323 36.5766,-7.40697 36.5766,-7.40697 37.18436,-9.03323 37.18436,-9.03323 36.5766))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Balaenoptera acutorostrata acutorostrata, Balaenoptera acutorostrata Lacépède, 1804)",
 "Year 2015-2023"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004018-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjmayp
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Marmosops caucae Thomas, 1900"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004019-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5z31p097
title: MassIVE MSV000095180 - metabolomics and lipidomics analysis for gut bacteria after pesticide exposure
title: raw file for metabolomics analysis from gut bacteria after pesticide exposure
DOI: 10.15468/dl.ycpsge
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Marmosops noctivagus (Tschudi, 1844)"
 ]
}

 The dataset includes 65 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004021-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8ran4
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Erigeron peregrinus var. thompsonii (S.F.Blake ex J.W.Thomps.) Cronquist)"
 ]
}

 The dataset includes 41 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004022-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mjrtmm9wrh.1
title: Persaud et al. 2024 Geochimica et Cosmochimica Acta

description: Data for: Stability and Structure of Aqueous Sb (III) Chloride Complexes from 25 °C to 250 °C at 25 MPa at High Chloride Ion Concentrations

Avinaash A. Persaud, Swaroop Sasidharanpillai, 
Jenny S. Cox, Peter R. Tremaine
DOI: 10.5281/zenodo.12586562
title: Messy Spreadsheet Example for Instruction

description: A disorganized toy spreadsheet used for teaching good data organization. Learners are tasked with identifying as many errors as possible before creating a data dictionary and reconstructing the spreadsheet according to best practices.
DOI: 10.5281/zenodo.12586563
title: Messy Spreadsheet Example for Instruction

description: A disorganized toy spreadsheet used for teaching good data organization. Learners are tasked with identifying as many errors as possible before creating a data dictionary and reconstructing the spreadsheet according to best practices.
DOI: 10.15468/dl.xpt9qe
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Metachirus Burmeister, 1854"
 ]
}

 The dataset includes 160 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004023-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zrmhvzy92y.1
title: Economic index of Ecological Charcoal Based on Prosopis juliflora_Eichhornia crassipes Mix and their carbon sequestration potential

description: The objective of this study is to evaluate the economic quality of charcoal based on
Prosopis juliflora linked to
Eichhornia crassipes and
to determine its index economic value. The density of the charcoal based on
Prosopis juliflora (50≤%) and
Eichhornia crassipes (50≥%)
is 0.395±0.037g/cm3 with the average humidity rate before drying of 48.89±14.03%, a low porosity (0.17±0.01) and a low average impact
resistance index of 69.37±5.93%. With an average calorific value of 17.56±0.96 kJ/kg and a specific calorific capacity of
0.596±0.004kJ/kg/K, these dry ecological charcoals fix on average 58.24±24.54% of carbon and sequester on average 1194.31±1512.21kg
of CO2/year. The average weighted mass yield of these ecological coals is 90.096±1.5136% while its technological yield is 5.076±0.288%.
For an average commercial yield of 1.2535±0.0034%, the average Economic Value index would be 1.5875±0.1510, which leads to a local
sales price of 238.125±22 .6528 FCFA/KG (i.e. €0.36/KG).
DOI: 10.17632/xjdxmzhv9z.1
title: Biofilter

description: Raw data from massive parallel sequecing of biofilter reactors
DOI: 10.17632/3fkbb6x423.1
title: Performance of various interpretations of clinical scoring systems for diagnosis of respiratory disease in dairy calves in a temperate climate using Bayesian latent class analysis- Data set and codes

description: Data from 98 Irish dairy farms. Data set includes the performance of several different interoperations of the Wisconsin clinical score derived from clinical exams undertaken on calves on these farms and thoracic ultrasound. Associated rjags code is also included. 

Header interpretation key: 
T= Positive test result 
F= Negative test result 
TUS= Thoracic ultrasound 
ca= California clinical score (Love et al. (2014)) 
ws= Wisconsin clinical score (McGuirk and Peek (2014))
bin = Wisconsin clinical score (Binversie et al. (2020))
amor = Wisconsin clinical score (Calderón-Amor and Gallo (2020))
Lago = Wisconsin clinical score (Lago et al. (2006))
medrano = Wisconsin clinical score (Medrano-Galarza et al. (2018))
population = total number of calves tested on a given farm 

Example: TUSFwsT = number of calves thoracic ultrasound negative and Wisconsin clinical score (McGuirk and Peek (2014)) positive on a given farm. 

Each line in the table represents a different farm.
DOI: 10.15468/dl.vzpteu
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagotis brachystachya Maxim."
 ]
}

 The dataset includes 286 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004027-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azu25x
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Monodelphis adusta (Thomas, 1897)"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004028-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f628ggh77d.1
title: Study of the Impact of Global Warming on the Productivity and Human Comfort of Workers of Farmers' Organizations in the Sahelian Zone of Cameroon

description: The objective of this work is to characterize the impact of heat wave situations on the productivity and human comfort of workers in peasant organizations in the Cameroonian Sahel zone. The Active Method of Participatory Research and Planning (MPRP) made it possible to collect socio-economic data through a series of 250 questionnaires. With Microsoft Office Excel, R and SPSS software, the descriptive analysis of the data consisted of calculating proportions (percentages, means and standard deviations), and creating graphs and tables. Overall, 3.85±0.83 women/hectare and 6.73±1.18 men/hectare work on a farm in the semi-arid Sahelian zone. In the dry season, a light work intensity of 156 watts induces a need for rest periods each hour in men starting at a WBGT of 30 °C, with a cumulative of 5±0.5 hours of rest during work times. While in women, a light work intensity of 156 watts induces a need for rest periods every hour at a WBGT of 30°C, with a cumulative 4.5±0.1 hours of rest during work times. During the dry season, the metabolic heat generated by physical activity in women in humid areas is 42.33±1.86°C and 42.32±1.17°C in semi-arid areas while in men in humid zones, it is 44.21±0.51°C and 45.69±1.66°C in semi-arid zones. These impacts of heat wave situations on the productivity and human comfort of workers in farmer organizations will provide a tool for managing heat wave risks in the Cameroonian Sahel environment.
DOI: 10.15468/dl.9ummz6
title: Occurrence Download

description: A dataset containing 1569 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus brotherusii Freyn"
 ]
}

 The dataset includes 1569 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004029-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/by2x3v7kdk.1
title: Comparative Safety Analysis of Anti-IL-4/IL-13 Inhibitors and JAK Inhibitors in Atopic Dermatitis

description: eText 1: ICD-10 Code Lists for Outcomes
DOI: 10.15468/dl.qjmqu3
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Philander andersoni (Osgood, 1913)"
 ]
}

 The dataset includes 82 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004031-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veebnn
title: Occurrence Download

description: A dataset containing 35808 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cerastium alpinum L."
 ]
}

 The dataset includes 35808 records from 409 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004030-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khcarb
title: Occurrence Download

description: A dataset containing 1780990 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is one of (Mammalia, Galliformes)"
 ]
}

 The dataset includes 1780990 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004020-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n637d5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pabstiella ghillanyi (Pabst) Luer"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004032-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sfdxzc
title: Occurrence Download

description: A dataset containing 5283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratopogonidae"
 ]
}

 The dataset includes 5283 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004033-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cwgv4cpx4n.1
title: La importancia de los Medios de Comunicación Social en la Prevención de Riesgos Laborales

description: Los medios de comunicación constituyen importantes herramientas de difusión de temas de gran relevancia en la actualidad, que se acompañan de la generación de conductas, valores y creencias en la población, en consonancia con una agenda mediática que incluye temas de interés colectivo y que con abordados ampliamente de acuerdo a los objetivos de esta agenda. Uno de estos temas es la accidentabilidad laboral, que ha ocupado espacios significativos en distintos medios de comunicación, especialmente en aquellos de gran magnitud, donde los medios han realizado un tratamiento informativo para dar a conocer aspectos de relevancia, sin embargo, estos hechos en ocasiones se enmarcan en un discurso donde convergen distintos intereses que distan de las demandas de sociedad en materia de prevención de riesgos laborales y del compromiso de los medios de comunicación con la sociedad.
DOI: 10.17632/nfdxyf8cnh.1
title: HELO_Defect_CIFs

description: Base CIFs used for simulations.
DOI: 10.17632/nfdxyf8cnh.2
title: HELO_Defect_CIFs v2

description: CIFs used for diffraction and multislice simulations.
DOI: 10.15468/dl.rp5m4x
title: Occurrence Download

description: A dataset containing 2738 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Manihot anomala Pohl, Manihot variifolia Pax & K.Hoffm., Jatropha anomala (Pohl) Steud., Manihot katharinae Pax, Manihot caricaefolia Pohl)"
 ]
}

 The dataset includes 2738 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004034-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pwrtkv3fcw.1
title: La prevención de riesgos laborales en la Armada Española

description: Esta investigación tiene por objeto estudiar la prevención de riesgos laborales en la Armada Española, por ser uno de los componentes de las Fuerzas Armadas Españolas en donde ha existido mayor índice de siniestralidad. En ese sentido, el artículo da a conocer cómo es la estructura de prevención de riesgos laborales en la Armada, dada su normativa específica y el esfuerzo de reducción de siniestralidad. Para lograr este objeto, la investigación se conduce como un estudio de desarrollo teórico que combina las técnicas de recolección de datos documentales con el método analítico, lógico y crítico, previo análisis categorizado de los contenidos. Por último, la estructura de la Armada dentro del Plan de Seguridad Operativa y el Plan de Prevención de Riesgos Laborales disminuye notablemente los siniestros a niveles aceptables mediante una gestión eficiente.
DOI: 10.15468/dl.2g5ngv
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Philander Brisson, 1762"
 ]
}

 The dataset includes 272 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004035-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emx74x
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Dodecastigma integrifolium (Lanj.) Lanj. & Sandwith, Dodecastigma mazarunense Croizat, Pausandra integrifolia Lanj.)"
 ]
}

 The dataset includes 232 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004036-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12586890
title: Emotional Style Questionnaire (ESQ-24)in French Cultural Context
DOI: 10.5281/zenodo.12586081
title: Emotional Style Questionnaire (ESQ-24)in French Cultural Context
DOI: 10.5281/zenodo.12586082
title: ESQ24 in French cultural context
DOI: 10.15468/dl.m7fdv6
title: Occurrence Download

description: A dataset containing 1820892 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tyrannus melancholicus Vieillot, 1819"
 ]
}

 The dataset includes 1820892 records from 669 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004026-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/z5e-a28-cl6
title: Agonopterix heracliana Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qxe-2gp-gl3
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/w6t-bq0-gy8
title: Oligia Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/2k2-f5w-zqf
title: Autographa jota (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/7lz-rcq-gjw
title: Boloria Moore, 1900

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/y7e-fhf-7kv
title: Oligia latruncula ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/c6c-7gh-xz4
title: Oligia Hübner, 1821

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/vrb-a19-0v3
title: Agonopterix heracliana Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/84h-d53-jgr
title: Thyatira batis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/a1m-ay1-wvh
title: Falcaria lacertinaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/4se-l9h-3v4
title: Chersotis cuprea [Denis & Schiffermüller], 1775

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/gj7-vbq-z6v
title: Falcaria lacertinaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.