cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6c75yz
title: Occurrence Download

description: A dataset containing 107495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centropomus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 107495 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015050-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pebuvt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.29_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dendrobium officinale"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015101-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkx7jx
title: Occurrence Download

description: A dataset containing 5896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cissampelos pareira"
 ]
}

 The dataset includes 5896 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015100-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18548445
title: Scientific Knowledge Graph for CCAM Transport Research (SciLake Pilot)

description: Authors are listed in alphabetical order.


This dataset contains the Scientific Knowledge Graph of the CCAM Transport pilot, one of the domain pilots of the SciLake project.

The graph is constructed based on the OpenAIRE SKG-IF representation, providing core entity nodes for Agents, Data sources, Grants, Products, Manifestations, Topics, and Venues.

Fields of Science (FoS) and Sustainable Development Goals (SDGs), represented as Topic entities, as well as Research Artifacts and Citances, are computed by SciNoBo and provided under a CC‑BY‑NC license.

Technology entities and their links to research products are provided by OPIX. 

All CCAM-specific entities, including Vehicle Type, Sensor Type, Communication Type, Level Of Automation, Scenario Type, VRU Type, and Entity Connection Type, are produced by SIRIS and linked to research products through in-text mention relationships.

The complete graph construction pipeline is described in detail in Section 4.5.1 of the SciLake Deliverable 3.2
DOI: 10.5281/zenodo.18548446
title: Scientific Knowledge Graph for CCAM Transport Research (SciLake Pilot)

description: Authors are listed in alphabetical order.


This dataset contains the Scientific Knowledge Graph of the CCAM Transport pilot, one of the domain pilots of the SciLake project.

The graph is constructed based on the OpenAIRE SKG-IF representation, providing core entity nodes for Agents, Data sources, Grants, Products, Manifestations, Topics, and Venues.

Fields of Science (FoS) and Sustainable Development Goals (SDGs), represented as Topic entities, as well as Research Artifacts and Citances, are computed by SciNoBo and provided under a CC‑BY‑NC license.

Technology entities and their links to research products are provided by OPIX. 

All CCAM-specific entities, including Vehicle Type, Sensor Type, Communication Type, Level Of Automation, Scenario Type, VRU Type, and Entity Connection Type, are produced by SIRIS and linked to research products through in-text mention relationships.

The complete graph construction pipeline is described in detail in Section 4.5.1 of the SciLake Deliverable 3.2
DOI: 10.15468/dl.4pq3t5
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Durringtonia paludosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 96 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015104-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.madrpv
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pilosocereus piauhyensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 52 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015102-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.72kbtq
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mostuea brunonis fusiformis"
 ]
}

 The dataset includes 38 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015106-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18548292
title: Scientific Knowledge Graph for Maritime Transport Research (SciLake Pilot)

description: Authors are listed in alphabetical order.


This dataset contains the Scientific Knowledge Graph of the Maritime Transport pilot, one of the domain pilots of the SciLake project.

The graph is constructed based on the OpenAIRE SKG-IF representation, providing core entity nodes for Agents, Data sources, Grants, Products, Manifestations, Topics, and Venues.

Fields of Science (FoS) and Sustainable Development Goals (SDGs), represented as Topic entities, as well as Research Artifacts and Citances, are computed by SciNoBo and provided under a CC‑BY‑NC license.

Technology entities and their links to research products are provided by OPIX. 

Maritime-specific entities, such Vessel Types and related Regulations, are linked to research products through in-text mention relationships, produced by SIRIS.

The complete graph construction pipeline is described in detail in Section 4.5.1 of the SciLake Deliverable 3.2.
DOI: 10.5281/zenodo.18548291
title: Scientific Knowledge Graph for Maritime Transport Research (SciLake Pilot)

description: Authors are listed in alphabetical order.


This dataset contains the Scientific Knowledge Graph of the Maritime Transport pilot, one of the domain pilots of the SciLake project.

The graph is constructed based on the OpenAIRE SKG-IF representation, providing core entity nodes for Agents, Data sources, Grants, Products, Manifestations, Topics, and Venues.

Fields of Science (FoS) and Sustainable Development Goals (SDGs), represented as Topic entities, as well as Research Artifacts and Citances, are computed by SciNoBo and provided under a CC‑BY‑NC license.

Technology entities and their links to research products are provided by OPIX. 

Maritime-specific entities, such Vessel Types and related Regulations, are linked to research products through in-text mention relationships, produced by SIRIS.

The complete graph construction pipeline is described in detail in Section 4.5.1 of the SciLake Deliverable 3.2.
DOI: 10.6084/m9.figshare.31306561
title: <b>S</b><b>F3: </b>Relevant biological processes after the functional enrichment analysis of mature pollens from olive cultivars Picual and Arbequina

description: The compressed file <b>FunctionalEnrichment.zip</b> contains the relevant results of the functional enrichment analysis obtained using our clusterProfiler-based pipeline <i>FunRichR</i> when differentially expressed genes of 'Picual' and 'Arbequina' mature pollens were used as input. Only the Biological Process category of Gene Ontology framework (BP-GO) and the KEGG pathways were considered. The compressed file contains the following archives:<b>BP-GO-hierarchy_PIC&gt;ARB.png</b> and <b>BP-GO-hierarchy_PIC_ARB</b>: Hierarchical trees of the complete list of significant BP-GO terms when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC-ARB) are used as input<b>.</b><b>BP-GO-details_PIC&gt;ARB.tsv</b><b> </b>and<b> </b><b>BP-GO-details_PIC-ARB</b>: Detailed tables of the significant BP-GO terms when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC-ARB) are used as input. Among the most relevant information you can find the code and description of each BP-GO as well as its gene ratio, background ratio, rich factor, fold enrichment, adjusted <i>P</i> value and GeneIDs involved in the BP-GO term.<b>KEGG_PIC&gt;ARB.tsv</b><b> </b>and<b> </b><b>KEGG_PIC-ARB: </b>Detailed tables of the significant KEGG pathways when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC-ARB) are used as input. Among the most relevant information you can find the identification and description of each KEGG pathway as well as its gene ratio, background ratio, rich factor, fold enrichment, and adjusted <i>P</i> value and GeneIDs involved in the pathway.<br>
DOI: 10.6084/m9.figshare.31306561.v2
title: <b>S</b><b>F3: </b>Relevant biological processes after the functional enrichment analysis of mature pollens from olive cultivars Picual and Arbequina

description: The compressed file <b>FunctionalEnrichment.zip</b> contains the relevant results of the functional enrichment analysis obtained using our clusterProfiler-based pipeline <i>FunRichR</i> when differentially expressed genes of 'Picual' and 'Arbequina' mature pollens were used as input. Only the Biological Process category of Gene Ontology framework (BP-GO) and the KEGG pathways were considered. The compressed file contains the following archives:<b>BP-GO-hierarchy_PIC&gt;ARB.png</b> and <b>BP-GO-hierarchy_PIC_ARB</b>: Hierarchical trees of the complete list of significant BP-GO terms when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC-ARB) are used as input<b>.</b><b>BP-GO-details_PIC&gt;ARB.tsv</b><b> </b>and<b> </b><b>BP-GO-details_PIC-ARB</b>: Detailed tables of the significant BP-GO terms when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC-ARB) are used as input. Among the most relevant information you can find the code and description of each BP-GO as well as its gene ratio, background ratio, rich factor, fold enrichment, adjusted <i>P</i> value and GeneIDs involved in the BP-GO term.<b>KEGG_PIC&gt;ARB.tsv</b><b> </b>and<b> </b><b>KEGG_PIC-ARB: </b>Detailed tables of the significant KEGG pathways when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC-ARB) are used as input. Among the most relevant information you can find the identification and description of each KEGG pathway as well as its gene ratio, background ratio, rich factor, fold enrichment, and adjusted <i>P</i> value and GeneIDs involved in the pathway.<br>
DOI: 10.6084/m9.figshare.31306561.v1
title: Relevant biological processes after the functional enrichment analysis of mature pollens from olive cultivars Picual and Arbequina

description: The compressed file <b>FunctionalEnrichment.zip</b> contains the relevant results of the functional enrichment analysis obtained using our clusterProfiler-based pipeline <i>FunEnrichR</i> when differentially expressed genes of 'Picual' and 'Arbequina' mature pollens were used as input. Only the Biological Process category of Gene Ontology framework (BP-GO) and the KEGG pathways were considered. The compressed file contains the following archives:<b>BP-GO-hierarchy_PIC&gt;ARB.png</b> and <b>BP-GO-hierarchy_PIC: Hierarchical trees of the complete list of significant BP-GO terms when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC</b><b><b>BP-GO-details_PIC&gt;ARB.tsv</b> and <b>BP-GO-details_PIC: Detailed tables of the significant BP-GO terms when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC</b></b><b><b><b>KEGG_PIC&gt;ARB.tsv</b> and <b>KEGG_PIC: Detailed tables of the significant KEGG pathways when differentially expressed genes that are over-expressed in 'Picual' (PIC&gt;ARB) or over-expressed in 'Arbequina' (PIC</b></b></b>
DOI: 10.5281/zenodo.18631035
title: Data extraction dataset for Kyomuhangi et al ( a systematic review on blackfly trapping methods for onchocerciasis control)

description: This dataset is the output of the data extraction exercise for the systematic review titled 'A systematic review comparing the performance of alternative blackfly (Simulium) trapping methods against the standard human landing catch (HLC) for onchocerciasis surveillance' by Kyomuhangi et al.
DOI: 10.5281/zenodo.18631036
title: Data extraction dataset for Kyomuhangi et al ( a systematic review on blackfly trapping methods for onchocerciasis control)

description: This dataset is the output of the data extraction exercise for the systematic review titled 'A systematic review comparing the performance of alternative blackfly (Simulium) trapping methods against the standard human landing catch (HLC) for onchocerciasis surveillance' by Kyomuhangi et al.
DOI: 10.34808/kcp0-2r47
title: Salary fund divided into personal and impersonal funds over the three analyzed years

description: The following data consist of the elements that describe the payroll fund included in the given housing cooperative. The above-mentioned fund includes, among others, gross wages and salaries from the personal wage bill and gross wages and salaries from an impersonal wage fund.
DOI: 10.34808/mrj5-2144
title: Employee benefits in comparision to the personal payroll fund in 2017-2019 on given example

description: In modern employee relations, employers offer employees a whole range of benefits, which usually are required by the relevant regulations on the part of the employer, which serve to create appropriate working conditions.
The housing cooperative/association also incurs costs related to the payment of holiday benefits paid once a year for the use of holiday leave (for a minimum of fourteen days in a row in a calendar year). This applies to every person employed under a contract of employment. In addition, it is burdened with fees for employee training, costs related to the provision of health and safety services, social activities and costs related to with a delegation. The following data presents employee benefits in comparision to the personal payroll fund in 2017-2019 on given example.
DOI: 10.15468/dl.ze2ja3
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Porpidia hydrophila",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 85 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015107-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18631009
title: Replication Package for Task 2.2 | Survey in multiple EU countries | Project 101136955 | TealHelix

description: Replication Material

Survey in multiple EU countries of TEALHELIX produced by WHITE RESEARCH SRL

“Survey in Multiple EU Countries” presents the findings of an extensive study on how external factors influence European consumers’ understanding and use of sustainability information on food labels. The study was carried out within the TealHelix project, which seeks to advance food sustainability labelling through personalisation and inclusivity, ensuring that information is meaningful and accessible to all consumers.

The work builds on an EU survey conducted in 11 EU Member States - Belgium, France, Germany, Greece, Italy, the Netherlands, Poland, Portugal, Spain, Sweden, and Estonia. In total, 3,005 participants took part in the survey. After applying standard data-cleaning procedures, the final analytical sample consisted of 2,767 respondents, providing insights into the socio-cultural, psychological, economic, and demographic factors shaping consumers’ food-related sustainability behaviours.

Keywords: Sustainability – Personalized Food Labeling, Food Sustainability Labeling

The replication package includes the survey data, the scripts required to reproduce the regression analyses, and detailed guidelines for replicating the fsQCA analysis.

Instructions for Replicating the Analysis

Option 1 – Using the ZIP file:





Download the ZIP file.




Extract all contents.




Run the scripts to replicate the analysis.



Option 2 – Downloading files individually:





Create a folder named:Replication_Package_Tealhelix




Place the following files inside this folder:





Script files




Tealhelix.csv and Tealhelix2.csv




Instructions.txt




Dictionary






Create a subfolder named:Analysis_modified_data




Place the remaining data files inside this subfolder.




Run the scripts to replicate the analysis.
DOI: 10.5281/zenodo.18628825
title: Replication Package for Task 2.2 | Survey in multiple EU countries | Project 101136955 | TealHelix

description: Replication Material

Survey in multiple EU countries of TEALHELIX produced by WHITE RESEARCH SRL

“Survey in Multiple EU Countries” presents the findings of an extensive study on how external factors influence European consumers’ understanding and use of sustainability information on food labels. The study was carried out within the TealHelix project, which seeks to advance food sustainability labelling through personalisation and inclusivity, ensuring that information is meaningful and accessible to all consumers.

The work builds on an EU survey conducted in 11 EU Member States - Belgium, France, Germany, Greece, Italy, the Netherlands, Poland, Portugal, Spain, Sweden, and Estonia. In total, 3,005 participants took part in the survey. After applying standard data-cleaning procedures, the final analytical sample consisted of 2,767 respondents, providing insights into the socio-cultural, psychological, economic, and demographic factors shaping consumers’ food-related sustainability behaviours.

Keywords: Sustainability – Personalized Food Labeling, Food Sustainability Labeling

The replication package includes the survey data, the scripts required to reproduce the regression analyses, and detailed guidelines for replicating the fsQCA analysis.

Instructions for Replicating the Analysis

Option 1 – Using the ZIP file:





Download the ZIP file.




Extract all contents.




Run the scripts to replicate the analysis.



Option 2 – Downloading files individually:





Create a folder named:Replication_Package_Tealhelix




Place the following files inside this folder:





Script files




Tealhelix.csv and Tealhelix2.csv




Instructions.txt




Dictionary






Create a subfolder named:Analysis_modified_data




Place the remaining data files inside this subfolder.




Run the scripts to replicate the analysis.
DOI: 10.34808/1024-h648
title: Detailed results of shaping personnel risk factors in enterprise A

description: The data presents the shape of all the researched personnel risk factors in the A enterprise (which was tested by the author). Further considerations should be started with the presentation of the synthesis of the obtained results, which is presented in this research data.
In the group of independent factors, the most dynamically influencing factors are: the economic system, the socio-cultural environment and the labor market. On the other hand, it is the least likely to stimulate volatility in the legal environment of the organization.
The economic environment should encourage company A to be dynamic. This is mainly due to the pro-market nature of the economic system and the generally large scope of independence of this enterprise. However, it is worth reminding at this point that reimbursed drugs are still an important group in the company's portfolio, where the level of intervention is high. Hence, the need for dynamism is still not very strong.
DOI: 10.5281/zenodo.18470598
title: Scientific Knowledge Graph for Energy Planning Research (SciLake Pilot)

description: Authors are listed in alphabetical order.


This dataset contains the Scientific Knowledge Graph of the Energy Planning pilot, one of the domain pilots of the SciLake project.

The graph is constructed based on the OpenAIRE SKG-IF representation, providing core entity nodes for Agents, Data sources, Grants, Products, Manifestations, Topics, and Venues.

Fields of Science (FoS) and Sustainable Development Goals (SDGs), represented as Topic entities, as well as Research Artifacts and Citances, are computed by SciNoBo and provided under a CC‑BY‑NC license.

Technology entities and their links to research products are provided by OPIX. 

All energy-domain–specific entities, including Geographic Entities, Energy Types, and Energy Storage, together with their associated IRENA Types, are produced by SIRIS and linked to research products through in-text mention relationships.

The complete graph construction pipeline is described in detail in Section 4.5.1 of the SciLake Deliverable 3.2.
DOI: 10.34808/2nmp-2j09
title: Detailed results of shaping personnel risk factors in enterprise D

description: The data presents the shape of all the researched personnel risk factors in the D enterprise (which was tested by the author). Further considerations should be started with the presentation of the synthesis of the obtained results, which is presented in this research data.
The shaping of the strategy, culture, organizational structure, the mode of making personnel decisions and the profile of the current manager is rather consistent with each other and with the aforementioned profile of the company's activity. In turn, shaping the profile of the current employee-contractor is inconsistent with this profile and reduces the level of dynamism of the organization.