cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.k525mw
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-58.66422 -27.27738,-59.23217 -28.07754,-59.72268 -29.41294,-59.72268 -30.50886,-57.45086 -30.30847,-55.9419 -28.53934,-55.6101 -28.19429,-55.3801 -28.02537,-55.96419 -27.59737,-56.07296 -27.48134,-56.42974 -27.52238,-56.98617 -27.39205,-58.07395 -27.13338,-58.66422 -27.27738))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sporophila hypochroma Todd, 1915"
 ]
}

 The dataset includes 307 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0220684-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ry87v3
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polystachya clareae Hermans"
 ]
}

 The dataset includes 9 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092740-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4j3nc
title: Occurrence Download

description: A dataset containing 86089193 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (Colombia, Panama, Ecuador, Peru, Costa Rica, Brazil)"
 ]
}

 The dataset includes 86089193 records from 7905 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147047-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvfp9w
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014615-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x34szj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086640-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baamrr
title: Occurrence Download

description: A dataset containing 1060970490 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 1060970490 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176438-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy3k16
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014670-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bs0jf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098563-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkulkm
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014690-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9eidbc
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100229-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7svjw
title: Occurrence Download

description: A dataset containing 115032139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 115032139 records from 14698 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0176754-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d77n79
title: Occurrence Download

description: A dataset containing 849577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus sylvatica L.",
 "Country is one of (Holy See, Jersey, Guernsey, Isle of Man, United Kingdom of Great Britain and Northern Ireland, Ukraine, Switzerland, Sweden, Spain, Slovakia, Slovenia, Serbia, San Marino, Russian Federation, Romania, Portugal, Poland, Netherlands, Montenegro, Moldova, Republic of, Monaco, Malta, North Macedonia, Luxembourg, Lithuania, Liechtenstein, Latvia, Italy, Ireland, Iceland, Hungary, Greece, Germany, Åland Islands, Finland, Estonia, Faroe Islands, Denmark, Czechia, Croatia, Bulgaria, Bosnia and Herzegovina, Belgium, Belarus, Austria, Andorra, Albania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 849577 records from 755 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015775-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juqcvv
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Narcissus scaberulus Henriq."
 ]
}

 The dataset includes 712 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015779-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28930292
title: Data Set for CNNP

description: This dataset comprises clinical, demographic, and treatment-related variables collected from patients with chronic neck pain. It is intended to support research on pain management, physiotherapy outcomes, and musculoskeletal health.<br>
DOI: 10.15468/dl.twqj9p
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Iris boissieri Henriq."
 ]
}

 The dataset includes 147 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015780-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3710027901-eng
title: Characteristics and median employment income of postsecondary graduates five years after graduation, by educational qualification and field of study (alternative primary groupings)

description: Characteristics and median employment income of postsecondary graduates five years after graduation, by educational qualification (Classification of programs and credentials - professional degree variant) and field of study (Classification of Instructional Programs (CIP) Canada 2021 – alternative primary groupings).
DOI: 10.18150/bkkf2w
title: HRM in the digital economy

description: The survey study was conducted in the first half of 2023. The purposive sampling method was used. In order to identify the attitudes and behavioural characteristics of employees in the digital age, one of the main criterion of sampling was extensive use of IT technology in the professional field; hence participants were professionally active students of courses related to the use of ICT at the University of Economics in Katowice and the Silesian University (e.g., Computer Science, Digital Economy, etc.) and their family members representing various generation employees whose work involved the extensive use of digital technologies.
DOI: 10.15468/dl.5zkuc2
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Iris boissieri Henriq."
 ]
}

 The dataset includes 55 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015781-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28930295
title: DS-sustainability

description: DS, Sustainability, dynamic capabilities and CVs
DOI: 10.15468/dl.ghzfq4
title: Occurrence Download

description: A dataset containing 172158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cacicus cela (Linnaeus, 1758)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 172158 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015774-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15322940
title: Data repository for "Prescribed burning in montane Nardus grasslands: Fire frequency is key to balance vegetation structure and diversity", Franke et al., Biol. Cons.

description: This dataset contains the raw data used in the publication:“Prescribed burning in montane Nardus grasslands: Fire frequency is key to balance vegetation structure and diversity” by Franke et al. 2025 (Biological Conservation). The dataset includes the raw data (vegetation surveys, vegetation structure) collected from montane Nardus grasslands in the central German Rhön Mountains over multiple fire frequency treatments (e.g., annual, biennial, triennial, control). The data were collected during field campaigns conducted between 2016 and 2024.
DOI: 10.5281/zenodo.15341618
title: The role of sufficiency measures in decarbonizing Europe

description: The repository contains the database, data and results related to the article entitled "The role of sufficiency measures in a decarbonizing Europe", published on the 29th of April 2025 on Ecological Economics (DOI:  https://doi.org/10.1016/j.ecolecon.2025.108645) 

Contents of the Repository

This repository includes the key resources used and generated during the research. Below, the included files and their purposes are specified:



Extended results. This file contains the full set of results from the analyses performed for the study. These include detailed outputs, scenario comparisons, and sensitivity analyses that extend beyond the material reported in the paper.

Exiobase v3.3.18 - MARIO format. This is the unmodified Exiobase v3.3.18 database, already converted into the MARIO-readable format. It serves as the foundational raw dataset for the implementation of additional sector-specific modifications, should they be required.

MARIO database. This database is in the MARIO-compatible format and is prepared to be used for both background and sufficiency scenario analyses described in the paper. It allows users to avoid the steps of adding new sectors and to apply the assumptions and hypotheses needed to replicate the findings of the study.

Files for shocks. This package includes all data and assumptions necessary to apply the scenario-based shocks used in the study. These inputs are essential for reproducing the models and analyses.


Usage and Instructions

To ensure correct usage and replication of the analyses presented in the paper, all files should be used in conjunction with the instructions and scripts available in the associated GitHub repository. This repository is linked in the data availability section of the paper or at the following link: https://github.com/SESAM-Polimi/FULFILL_MARIO
DOI: 10.5281/zenodo.14941991
title: Effects of Botulinum toxin type A on nitroglycerin-induced trigeminal hyperalgesia

description: This dataset comprises the findings obtained in the study aimed at investigating the the anti-hyperalgesic effect of Botulinum toxin type A (BoNT/A) in an animal model of migraine based on nitroglycerin (NTG) administration to provide a deeper understanding of how it modulates pain pathways. Male rats were treated unilaterally with BoNT/A (25 μl bolus of 10 U/kg) or 0.9% saline (25 μL) into the right upper lip seven days before NTG (10 mg/kg, i.p.) and NTG vehicle administration. Four hours after NTG/NTG vehicle administration rats were subjected to the orofacial formalin test, at the end of which the medulla-pons area and the trigeminal ganglia were collected and processed for RT-PCR analysis.

 

- Orofacial formalin test: the face rubbing was measured counting the seconds the animal spent grooming the injected area (upper lip, lateral to the nose) with the ipsilateral forepaw or hindpaw 0–3 min (Phase I) or 12–45 min (Phase II) after formalin injection (50 µl, s.c.). The observation time was divided into 15 blocks of 3 min each.

- Gene expression analysis: mRNA expression levels of calcitonin gene-related peptide (CGRP), pituitary adenylate cyclase-activating polypeptide (PACAP), vasoactive intestinal peptide (VIP) in the medulla-pons and trigeminal ganglion ipsilateral and contralateral to BoNT/A and formalin injection. mRNA levels were measured by rt-PCR. All samples were assayed in triplicate and gene expression levels were calculated according to the ΔΔCt method and expressed as relative quantification.

 

RESULTS:

BoNT/A reduces NTG-induced hyperalgesia during the orofacial formalin test. Additionally, it significantly reduced the gene expression of CGRP, PACAP, and VIP in the medulla-pons compared to NTG. Pre-treatment with BoNT/A in NTG-challenged rats prevented the increase in mRNA levels of CGRP and VIP in both trigeminal ganglia, while PACAP was only reduced in the ipsilateral trigeminal ganglion.
DOI: 10.5281/zenodo.14941992
title: Effects of Botulinum toxin type A on nitroglycerin-induced trigeminal hyperalgesia

description: This dataset comprises the findings obtained in the study aimed at investigating the the anti-hyperalgesic effect of Botulinum toxin type A (BoNT/A) in an animal model of migraine based on nitroglycerin (NTG) administration to provide a deeper understanding of how it modulates pain pathways. Male rats were treated unilaterally with BoNT/A (25 μl bolus of 10 U/kg) or 0.9% saline (25 μL) into the right upper lip seven days before NTG (10 mg/kg, i.p.) and NTG vehicle administration. Four hours after NTG/NTG vehicle administration rats were subjected to the orofacial formalin test, at the end of which the medulla-pons area and the trigeminal ganglia were collected and processed for RT-PCR analysis.

 

- Orofacial formalin test: the face rubbing was measured counting the seconds the animal spent grooming the injected area (upper lip, lateral to the nose) with the ipsilateral forepaw or hindpaw 0–3 min (Phase I) or 12–45 min (Phase II) after formalin injection (50 µl, s.c.). The observation time was divided into 15 blocks of 3 min each.

- Gene expression analysis: mRNA expression levels of calcitonin gene-related peptide (CGRP), pituitary adenylate cyclase-activating polypeptide (PACAP), vasoactive intestinal peptide (VIP) in the medulla-pons and trigeminal ganglion ipsilateral and contralateral to BoNT/A and formalin injection. mRNA levels were measured by rt-PCR. All samples were assayed in triplicate and gene expression levels were calculated according to the ΔΔCt method and expressed as relative quantification.

 

RESULTS:

BoNT/A reduces NTG-induced hyperalgesia during the orofacial formalin test. Additionally, it significantly reduced the gene expression of CGRP, PACAP, and VIP in the medulla-pons compared to NTG. Pre-treatment with BoNT/A in NTG-challenged rats prevented the increase in mRNA levels of CGRP and VIP in both trigeminal ganglia, while PACAP was only reduced in the ipsilateral trigeminal ganglion.
DOI: 10.5281/zenodo.15341665
title: Analyzing Generative AI's: A Comparative Study on Performance, Adaptability, and Precision

description: Dataset used of different AI models in the analysis, both files consist of Generative AI Models used and their respective URLs
DOI: 10.15468/dl.sgyqyh
title: Occurrence Download

description: A dataset containing 3174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Periploca graeca L."
 ]
}

 The dataset includes 3174 records from 218 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015783-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sctprm
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antirrhinum lopesianum Rothm."
 ]
}

 The dataset includes 100 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015785-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14809305
title: Paper Data: Refinement and Truncation of DNA Aptamers based on Molecular Dynamics Simulations.

description: APTAMD_Simulations.tar: Input files required for reproduccing the conventional molecular dynamics simulations reported in the article "Refinement and Truncation of DNA Aptamers based on Molecular Dynamics Simulations: Computational Protocol and Experimental Validation".

Fitting_echem_curves.opj: Data corresponding to binding curves organized in folders for each type of aptamers: a) Anti-collagen aptamers (data not shown, only KD is given in table 1); b) Anti-PSA aptamers (figure 4A of the main text); c) Gli1 aptamers (figure 3A of the main text); d) PSA-1 aptamers (figure 3D of the main text). Each folder contains the spreadsheet with the aptamer concentrations assayed, the current measured in percentage (mean of three measurements) with the standard deviation and the fitting to the Hill or Langmuir model, and the corresponding graphs.
DOI: 10.5281/zenodo.14809306
title: Paper Data: Refinement and Truncation of DNA Aptamers based on Molecular Dynamics Simulations.

description: Input files required for reproduccing the conventional molecular dynamics simulations reported in the article "Refinement and Truncation of DNA Aptamers based on Molecular Dynamics Simulations: Computational Protocol and Experimental Validation".
DOI: 10.5281/zenodo.15341587
title: Paper Data: Refinement and Truncation of DNA Aptamers based on Molecular Dynamics Simulations.

description: APTAMD_Simulations.tar: Input files required for reproduccing the conventional molecular dynamics simulations reported in the article "Refinement and Truncation of DNA Aptamers based on Molecular Dynamics Simulations: Computational Protocol and Experimental Validation".

Fitting_echem_curves.opj: Data corresponding to binding curves organized in folders for each type of aptamers: a) Anti-collagen aptamers (data not shown, only KD is given in table 1); b) Anti-PSA aptamers (figure 4A of the main text); c) Gli1 aptamers (figure 3A of the main text); d) PSA-1 aptamers (figure 3D of the main text). Each folder contains the spreadsheet with the aptamer concentrations assayed, the current measured in percentage (mean of three measurements) with the standard deviation and the fitting to the Hill or Langmuir model, and the corresponding graphs.
DOI: 10.6084/m9.figshare.28920698
title: Related data

description: For mission-oriented systems designed for long-term operation, this study incorporates the time-varying value of money into the analysis. Unlike traditional maintenance strategies, the study introduces a new approach to periodic replacement policies. This approach considers variable costs and aims to improve system performance and reliability. The first step integrates the discount rate into basic periodic replacement policies. Next, the study addresses the first and last replacements to balance maintenance simplicity with economic efficiency. Numerical examples are provided for each replacement scenario, demonstrating the practical applicability and effectiveness of the proposed strategies. These examples yield valuable insights that can guide engineers in managing scheduled replacement strategies for systems designed for specific missions throughout their extended operational lifetimes.
DOI: 10.6084/m9.figshare.28920698.v1
title: Related data.docx

description: For mission-oriented systems designed for long-term operation, this study incorporates the time-varying value of money into the analysis. Unlike traditional maintenance strategies, the study introduces a new approach to periodic replacement policies. This approach considers variable costs and aims to improve system performance and reliability. The first step integrates the discount rate into basic periodic replacement policies. Next, the study addresses the first and last replacements to balance maintenance simplicity with economic efficiency. Numerical examples are provided for each replacement scenario, demonstrating the practical applicability and effectiveness of the proposed strategies. These examples yield valuable insights that can guide engineers in managing scheduled replacement strategies for systems designed for specific missions throughout their extended operational lifetimes.
DOI: 10.15468/dl.p69bep
title: Occurrence Download

description: A dataset containing 47825 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aratinga aurea (Gmelin, 1788)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 47825 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015786-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.