cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.d5kf8c
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Chloris chloris)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061657-250717081556266/datasets/export for details.
DOI: 10.3535/cst-qm0-ks7
title: Cormus domestica (L.) Spach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29431811
title: Coded results of preservice teachers’ PVCM under conventional and immersive 360° video conditions

description: Coded results of preservice teachers’ PVCM under conventional and immersive 360° video conditions
DOI: 10.3535/flt-l92-wek
title: Convolvulus lanatus Vahl

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lyy-sbc-r2s
title: Moltkiopsis ciliata (Forssk.) I. M. Johnst.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.6084/m9.figshare.29431811.v1
title: Coded results of preservice teachers’ PVCM under conventional and immersive 360° video conditions

description: Coded results of preservice teachers’ PVCM under conventional and immersive 360° video conditions
DOI: 10.6084/m9.figshare.29431811.v2
title: Coded results of preservice teachers’ PVCM under conventional and immersive 360° video conditions

description: Coded results of preservice teachers’ PVCM under conventional and immersive 360° video conditions
DOI: 10.15468/dl.9s6fx3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Chloris chloris)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061656-250717081556266/datasets/export for details.
DOI: 10.3535/jl7-meq-wc6
title: Orchidaceae

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/w0e-l82-p56
title: Papilionaceae Giseke

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ewc-kja-1z7
title: Medicago rigidula (L.) All.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/mp5-zy9-grx
title: Sorbus aucuparia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/0d6-haw-va6
title: Torminalis glaberrima (Gand.) Sennikov & Kurtto

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/vnz-akm-mvd
title: Echium L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/t2d-pwc-8h9
title: Cormus domestica (L.) Spach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/zka-sfs-7b9
title: Aria edulis (Willd.) M. Roem.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/193-3tk-3xk
title: Centaurium erythraea Rafn

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/spy-ezh-ybp
title: Cormus domestica (L.) Spach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ntz-wbq-t6h
title: Euphorbia dendroides L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/781-swc-nbn
title: Sorbus aucuparia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/dg7-6th-ntp
title: Aria edulis (Willd.) M. Roem.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/esw-4m4-b13
title: Artemisia arborescens L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/jm5-km7-dwz
title: Genista ephedroides DC.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/6n2-90d-afa
title: Sorbus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s3j-d5p-a1b
title: Cormus domestica (L.) Spach

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kvv-v8g-q8c
title: Torminalis glaberrima (Gand.) Sennikov & Kurtto

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2km-wv7-lwz
title: Rubus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/wyw-xc2-hce
title: Centaurea L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8pv-ck3-4va
title: Lupinus luteus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/j92-r7h-k3c
title: Briza maxima L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/8kk-w7d-raa
title: Astragalus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.7910/dvn/pokedz
title: Prioritization of interventions to reduce antimicrobial use in dairy cows: a multicriteria decision analysis

description: This dataset accompanies the multicriteria decision analysis (MCDA) presented in the article : It was developed to prioritize interventions aimed at reducing the emergence and dissemination of antimicrobial-resistant microorganisms from Québec’s dairy sector, using the PROMETHEE-GAIA method implemented in D-Sight software.

The dataset contains the performance (impact) matrix of interventions across evaluation criteria, as well as stakeholder weighting files for three decision scenarios reflecting different perspectives:

CURRENT scenario: Based on the current context and stakeholders’ real-world priorities.

ANIMAL THREAT scenario: a hypothetical situation where there is a 50% increase in resistance to first-line AMs used to treat mastitis and/or respiratory diseases in dairy cattle

PUBLIC THREAT scenario: hypothetical situation where human mortality attributable to AMR increased by approximately 2.5 times 

Each file is in .xlsx format and compatible with D-Sight (v3.3.2 and v6.6). All data have been anonymized and aggregated to protect participant confidentiality.

📁 Files Included

Impact_Matrix.xlsx Contains the performance (impact) scores of all interventions across evaluation criteria (human health, animal health, environmental, economic, social, and operational dimensions). Scores were derived from literature synthesis and expert assessments. 
Weights_CurrentScenario.xlsx : Criteria weights elicited from stakeholders under the Current context, reflecting present-day priorities.
Weights_AnimalThreatScenario.xlsx : Criteria weights under a Farm Threat scenario.
Weights_PublicThreatScenario.xlsx Criteria weights under a Public Health Threat scenario.

⚙️ Methodology Summary

The MCDA framework integrates human, animal, environmental, social, economic, and operational dimensions to operationalize a One Health approach to AMR decision-making. Criteria and interventions were co-developed through a participatory process involving producers, veterinarians, industry representatives, and public authorities.
Analyses were performed using the PROMETHEE II ranking algorithm and GAIA decision maps in D-Sight. Sensitivity analyses were conducted to evaluate robustness to changes in weights and scoring uncertainty.

📚 Suggested Citation

Millar, N. (2025). Multi-criteria Decision Analysis (MCDA) on Interventions to Limit Antimicrobial Resistance Dissemination in the Québec Dairy Sector [Data set]. Université de Montréal – Dataverse. https://doi.org/xxxxx
DOI: 10.7910/dvn/pp29ht
title: The Profile of Political Science in Brazil

description: Who does Political Science in Brazil and to what extent has the field’s recent expansion altered the historical mechanisms of hierarchy that have long structured it? While prior scholarship has examined the discipline’s late institutionalization and its dependence on foreign intellectual models, much less is known about how these dynamics manifest today in academic careers, research agendas, and systems of recognition. This article asks to what degree the territorial and institutional expansion of the discipline has fostered greater pluralism and diversity. To address this question, the study analyzes the institutional, thematic, and demographic asymmetries that shape scholarly production and academic prestige, identifying who the faculty members of Brazilian graduate programs in Political Science are, where they work, and what they produce. It draws on an original dataset constructed from Lattes and Google Scholar, combining descriptive statistics, topic modeling, and propensity score–matched regressions to estimate the determinants of academic impact. The results show that, once institutional, educational, and thematic factors are controlled for, gender differences in impact become largely attenuated, remaining significant only for metrics that are highly sensitive to continuous productivity. This suggests that gender asymmetries stem less from individual performance than from unequal opportunities and the biases embedded in evaluative metrics. Despite territorial expansion and the growing presence of women, the field continues to be structured by tightly knit training networks, institutional hierarchies, and regional disparities. By revealing both continuities and tensions, Brazilian Political Science appears to be reorganizing itself without entirely breaking from its historical legacies, pointing toward a more plural, equitable, and self-reflective discipline.
DOI: 10.6084/m9.figshare.30530944
title: Incentive effects of climate change health adaptation policy on the capital market: evidence from China

description: As climate change intensifies public health threats, profit-maximizing producer behaviour exacerbates healthcare supply-demand mismatches. This underscores the urgent need for coordinated interventions between public and private healthcare systems to build more resilient and equitable health governance systems. This study focuses on the climate change health adaptation policy (abbreviated as CCHA policy), integrating theoretical exploration and empirical testing to assess how CCHA policy shapes the dynamic responses of the healthcare stock market. Specifically, the study develops a ‘climate policy – healthcare stock market’ alignment framework; draws on prospect theory, signalling theory, and risk management theory to analyze the mechanisms; and applies the event study method, fixed-effects model, and the Fama – French model to reveal the magnitude of market responses. The findings show that the CCHA policy drives positive responses in the healthcare stock market through innovation and signalling effects; benefiting from risk management effects, the healthcare services and medical devices sectors exhibit increased abnormal returns, while the healthcare commerce sector remains insensitive. This study contributes by innovatively developing an assessment model of climate change health adaptation policy impacts on the healthcare stock market within an integrated macro – micro research framework, thereby theoretically expanding the boundaries of economic evaluations of climate policies. It also provides support for further policy implementation, corporate strategic responses, and the collaborative development of climate-related health adaptation between the Global North and South.
DOI: 10.15468/dl.fj263h
title: Occurrence Download

description: A dataset containing 17654 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cinclidotus"
 ]
}

 The dataset includes 17654 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015248-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppvmge
title: Occurrence Download

description: A dataset containing 462 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polyrhachis illaudata"
 ]
}

 The dataset includes 462 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015247-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btevva
title: Occurrence Download

description: A dataset containing 255 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus spinosa"
 ]
}

 The dataset includes 255 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015250-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.59088.v1/t1
title: "Table 1" of "Search for light scalar top quark pair production in final states with two leptons with the ATLAS detector in sqrt(s) = 7 TeV proton-proton collisions"

description: Distribution of the PT of the leading electron for E-E events in the Signal Region, before the application of the leading lepton PT cut.
description: CERN-LHC. Study of events with final states comprising two opposite charge leptons, large missing transverse momentum and at least one jet in proton proton collisions at a centre-of-mass energy of 7 TeV. Uses the full 2011 data sample of 4.7fb-1. Data is given for the distributions of leading PT of the leptons and jets and of Missing ET for E-E, E-MU and MU-MU final states.
DOI: 10.17182/hepdata.58995.v1/t162
title: "Table 162" of "Underlying event characteristics and their dependence on jet size of charged-particle jet events in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector"

description: Distribution of the variable SUM(PT) in the AWAY and TRANSVERSE regions for R=1.0 and jet PT in the range 19 to 24 GeV.
description: CERN-LHC. Measurements of the mean values and normalized distributions of multiplicity and transverse momentum of charged particles produced in final states containg on or more charged-particle jets in proton-proton interactions at a centre-of-mass energy of 7 TeV. The data sample used has a total integrated luminosity of 800 mub-1 with jets reconstructed using the anti-kt algorithm with radius parameter R varying between 0.2 and 1.0. The variables studied are the charged particle multiplcity, the scalar sum of the transverse momentum of charged particles and the average transverse momentum of the charged particles which equals the scalar sum divided by the multiplicity. Measurements are made separately in the regions opposite (AWAY) and transverse (TRANSVERSE) to the direction of the leading jet.
DOI: 10.15468/dl.t2j8ye
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eschweilera rankiniae"
 ]
}

 The dataset includes 34 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015249-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.59269.v1/t6
title: "Table 6" of "Jet Production Rates in Association with W and Z Bosons in pp Collisions at sqrt(s) = 7 TeV"

description: The ratio of the cross section for W+ n jet production over the cross section for W+n-1jet production in the muon channel.
description: CERN-LHC. Measurements of the ratios of jet production rates for jets of transverse momeuntum &gt; 30 GeV in association with W+- and Z0 mesons in proton-proton interactions at a centre-of-mass energy of 7 TeV. The data sample used has an integrated luminosity of 36 pb-1 collected during 2010.
DOI: 10.34810/data2231
title: Homemade Pipette Tip Solid-Phase Extraction for drugs in urine

description: Validation parameters in terms of recovery and matrix effect for a total of 40 abuse drugs when analysed in urine samples using Homemade Pipette Tip Solid-Phase Extraction follewed by liquid chromatography-tandem mass spectrometry. The data were collected at different concentration levels
description: MQL = method quantification limit
MDL = method detection limit
%Rapp = Apparent recovery
%ME = matrix effect
DOI: 10.71802/dz8gmxb6
title: RSCVD Communication materials

description: Multilingual brochures, posters and other communication materials about the RSCVD initiative.
Multilingual resources are indicated using ISO 639-2 codes for the representation of names of languages.
DOI: 10.17182/hepdata.59352.v1/t1
title: "Table 1" of "Measurement of the cross-section ratio $\sigma(\chi_{c2})/\sigma(\chi_{c1})$ for prompt $\chi_c$ production at $\sqrt{s}=7$ TeV"

description: Ratio of cross sections for $\chi_{c2}$ to $\chi_{c1}$ production in bins of $J/\psi$ transverse momentum over the $J/\psi$ rapidity range 2.0 to 4.5. The second systematic error represents the uncertainty in the $\chi_c \to J/\psi \gamma$ branching fractions with the maximum uncertainties from the unknown $\chi_c$ polarizations shown separately.
description: CERN-LHC. Measurement of the ratio of cross sections for prompt charmonium $\chi_{c2}$ to $\chi_{c1}$ production in proton-proton interactions at a centre-of-mass energy of 7 TeV. The $\chi_c$ mesons, from a data sample of integrated luminosity of 36 pb$^{-1}$ collected during 2010, are identified through their decay $\chi_c \to J/\psi (\to \mu^+ \mu^-) \gamma$ covering the $J/\psi$ transverse momentum range 2-15 GeV/$c$ and rapidity 2.0 - 4.5.
DOI: 10.17182/hepdata.59354.v1/t1
title: "Table 1" of "Search for new phenomena in the WW to l nu l' nu' final state in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector"

description: Expected and observed 95% upper limits on cross section time branching ration for pp --&gt; Graviton* &lt; W+ W- &gt;.
description: CERN-LHC. Search for a heavy particle that decays to W+W- produced in proton-proton collisions at a centre-of-mass energy of 7 TeV using a data sample of integrated luminosity of 4.7 fb-1. Data are compared with standard model predictions and upper limits are set for Randall-Sundrum (SR) and bulk-RS graviton production.
DOI: 10.17182/hepdata.59354.v1/t2
title: "Table 2" of "Search for new phenomena in the WW to l nu l' nu' final state in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector"

description: Expected and observed 95% upper limits on cross section time branching ration for pp --&gt; Graviton*(bulk) &lt; W+ W- &gt;.
description: CERN-LHC. Search for a heavy particle that decays to W+W- produced in proton-proton collisions at a centre-of-mass energy of 7 TeV using a data sample of integrated luminosity of 4.7 fb-1. Data are compared with standard model predictions and upper limits are set for Randall-Sundrum (SR) and bulk-RS graviton production.
DOI: 10.17182/hepdata.59354.v1/t3
title: "Table 3" of "Search for new phenomena in the WW to l nu l' nu' final state in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector"

description: Observed and predicted W+W- transverse mass distribution in the MU-MU channel. Also tabulated are the predictions for a RS graviton of mass 1000 GeV and a bulk RS graviton with mass 600 GeV.
description: CERN-LHC. Search for a heavy particle that decays to W+W- produced in proton-proton collisions at a centre-of-mass energy of 7 TeV using a data sample of integrated luminosity of 4.7 fb-1. Data are compared with standard model predictions and upper limits are set for Randall-Sundrum (SR) and bulk-RS graviton production.
DOI: 10.17182/hepdata.59354.v1/t4
title: "Table 4" of "Search for new phenomena in the WW to l nu l' nu' final state in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector"

description: Observed and predicted W+W- transverse mass distribution in the E-E channel. Also tabulated are the predictions for a RS graviton of mass 1000 GeV and a bulk RS graviton with mass 600 GeV.
description: CERN-LHC. Search for a heavy particle that decays to W+W- produced in proton-proton collisions at a centre-of-mass energy of 7 TeV using a data sample of integrated luminosity of 4.7 fb-1. Data are compared with standard model predictions and upper limits are set for Randall-Sundrum (SR) and bulk-RS graviton production.
DOI: 10.17182/hepdata.59354.v1/t5
title: "Table 5" of "Search for new phenomena in the WW to l nu l' nu' final state in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector"

description: Observed and predicted W+W- transverse mass distribution in the E-MU channel. Also tabulated are the predictions for a RS graviton of mass 1000 GeV and a bulk RS graviton with mass 600 GeV.
description: CERN-LHC. Search for a heavy particle that decays to W+W- produced in proton-proton collisions at a centre-of-mass energy of 7 TeV using a data sample of integrated luminosity of 4.7 fb-1. Data are compared with standard model predictions and upper limits are set for Randall-Sundrum (SR) and bulk-RS graviton production.
DOI: 10.17182/hepdata.59360.v1/t1
title: "Table 1" of "Measurement of the ratio of prompt $\chi_{c}$ to $J/\psi$ production in $pp$ collisions at $\sqrt{s}=7$ TeV"

description: Ratio of cross sections for Chi_c to J/psi production in bins of J/psi transverse momentum over the J/psi rapidity range 2.0 to 4.5. The maximum uncertainties from the unknown Chi_c polarizations shown separately.
description: CERN-LHC. Measurement of the ratio of cross sections for prompt charmonium Chi_c to J/psi production in proton-proton interactions at a centre-of-mass energy of 7 TeV. The Chi_c mesons, from a data sample of integrated luminosity of 36 pb-1 collected during 2010, are indentified through their decay Chi_c -&gt; J/psi -&gt; mu^+ mu^- gamma covering the J/psi transverse momentum range 2-15 GeV and rapidity 2.0-4.5.