cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/h523cjrgwx.1
title: Datasets including performances for multi-criteria temporal evaluation of SDG 7 implementation by European countries collected for 2017-2022

description: This dataset comprises data collected from 2017 to 2022, organized in separate XLSX and CSV files for each year. Files country_names.xlsx and country_names.csv include abbreviations and full names of countries considered in this research. The data were utilized for a time-based decision-making goal focused on evaluating how selected European nations are progressing toward the targets assigned in Sustainable Development Goal 7 (SDG 7), regarding accessible and environmentally friendly energy. Key dimensions of evaluation include enhancing energy efficiency, expanding the use of renewable resources, and diversifying energy portfolios, all while maintaining energy affordability for the population. The specific goals used as evaluation criteria within the assessment framework are listed in data.pdf file describing provided dataset.

The dataset is related to the research paper:
Wątróbski, J. (2025). New Multi-Criteria Approach to Sustainable Development Assessment. In: Paszynski, M., Barnard, A.S., Zhang, Y.J. (eds) Computational Science – ICCS 2025 Workshops. ICCS 2025. Lecture Notes in Computer Science, vol 15910. Springer, Cham. https://doi.org/10.1007/978-3-031-97567-7_18
DOI: 10.17632/hbhg7fv49x
title: Datasets with values for multi-criteria temporal assessment of SDG 7 realization by chosen European countries collected for 2017-2022

description: This study addresses a time-based decision-making challenge focused on evaluating how certain European nations are progressing toward the targets outlined in Sustainable Development Goal 7 (SDG 7), which advocates for accessible and environmentally friendly energy. SDG 7 emphasizes the importance of universal access to dependable, cost-effective, and sustainable energy sources. Key areas include enhancing energy efficiency, expanding the use of renewable resources, and diversifying energy portfolios, all while maintaining energy affordability for the population. The specific goals used as evaluation criteria within the assessment framework are listed in provided dataset.

Dataset is related to the research paper:
Using New Temporal EDAS Approach in Sustainable Energy Mix Evaluation, Jarosław Wa̧tróbski, Aleksandra Ba̧czkiewicz, Jarosław Jankowski, and Wojciech Sałabun, Vietnam Journal of Computer Science, pages 1-24, doi: 10.1142/S2196888825500150
DOI: 10.17632/hbhg7fv49x.1
title: Datasets with values for multi-criteria temporal assessment of SDG 7 realization by chosen European countries collected for 2017-2022

description: This study addresses a time-based decision-making challenge focused on evaluating how certain European nations are progressing toward the targets outlined in Sustainable Development Goal 7 (SDG 7), which advocates for accessible and environmentally friendly energy. SDG 7 emphasizes the importance of universal access to dependable, cost-effective, and sustainable energy sources. Key areas include enhancing energy efficiency, expanding the use of renewable resources, and diversifying energy portfolios, all while maintaining energy affordability for the population. The specific goals used as evaluation criteria within the assessment framework are listed in provided dataset.

Dataset is related to the research paper:
Using New Temporal EDAS Approach in Sustainable Energy Mix Evaluation, Jarosław Wa̧tróbski, Aleksandra Ba̧czkiewicz, Jarosław Jankowski, and Wojciech Sałabun, Vietnam Journal of Computer Science, pages 1-24, doi: 10.1142/S2196888825500150
DOI: 10.17632/rgnfvwg3ff
title: Decision matrix with data for sustainable evaluation of cities collected for 2022

description: The presented data set was used to develop a sustainable city assessment model. The data set covers 21 countries and contains data collected for the year 2022 from the Eurostat database. Six decision criteria were chosen for the study. As a result decision matrix comprising 21 countries and 6 criteria was constructed. The dataset was collected from https://www.sustainabledevelopment.report/reports/sustainable-development-report-2022/ and saved as XLSX file called decision_matrix.xlsx provided in data.zip. A detailed description of the dataset is provided in the data.pdf file.

The dataset is related to the research paper:
Kizielewicz, B., & Bączkiewicz, A. (2025). A hybrid MCDA framework for sustainability assessment: Integrating fuzzy normalization and weight reidentification based on external rankings. Procedia Computer Science, 270, 5665-5674. https://doi.org/10.1016/j.procs.2025.10.035
DOI: 10.17632/rgnfvwg3ff.1
title: Decision matrix with data for sustainable evaluation of cities collected for 2022

description: The presented data set was used to develop a sustainable city assessment model. The data set covers 21 countries and contains data collected for the year 2022 from the Eurostat database. Six decision criteria were chosen for the study. As a result decision matrix comprising 21 countries and 6 criteria was constructed. The dataset was collected from https://www.sustainabledevelopment.report/reports/sustainable-development-report-2022/ and saved as XLSX file called decision_matrix.xlsx provided in data.zip. A detailed description of the dataset is provided in the data.pdf file.

The dataset is related to the research paper:
Kizielewicz, B., & Bączkiewicz, A. (2025). A hybrid MCDA framework for sustainability assessment: Integrating fuzzy normalization and weight reidentification based on external rankings. Procedia Computer Science, 270, 5665-5674. https://doi.org/10.1016/j.procs.2025.10.035
DOI: 10.17632/prmzkj99pz
title: trade dependency

description: trade dependency data
DOI: 10.17632/prmzkj99pz.1
title: trade dependency

description: trade dependency data
DOI: 10.17632/mf6b5bb2m2
title: Different Paths, Same Destination: A Longitudinal Sibling Study of Syntactic Convergence

description: This dataset contains anonymized Grammaticality Judgment Task (GJT) ratings and Elicited Production Task (EPT) transcripts from a longitudinal study of sequential bilingualism (2005–2025).
DOI: 10.17632/mf6b5bb2m2.1
title: Different Paths, Same Destination: A Longitudinal Sibling Study of Syntactic Convergence

description: This dataset contains anonymized Grammaticality Judgment Task (GJT) ratings and Elicited Production Task (EPT) transcripts from a longitudinal study of sequential bilingualism (2005–2025).
DOI: 10.15468/dl.gg9yx6
title: Occurrence Download

description: A dataset containing 1546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litsea pungens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1546 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010995-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vr7v2
title: Occurrence Download

description: A dataset containing 4097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diadema setosum"
 ]
}

 The dataset includes 4097 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010996-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34d9y2
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cyperus angustatus"
 ]
}

 The dataset includes 104 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010997-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f92y25
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobombax grandiflorum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 469 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010998-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rxf86styfp
title: Supplemental Materials: Hair Loss Associated With IL-17 and IL-23 Inhibitors: A Systematic Review

description: Supplemental materials for "Hair Loss Associated With IL-17 and IL-23 Inhibitors: A Systematic Review" including search strategy (Table S1), PRISMA flowchart (Figure S1), and mechanism diagram (Figure S2).
DOI: 10.17632/rxf86styfp.1
title: Supplemental Materials: Hair Loss Associated With IL-17 and IL-23 Inhibitors: A Systematic Review

description: Supplemental materials for "Hair Loss Associated With IL-17 and IL-23 Inhibitors: A Systematic Review" including search strategy (Table S1), PRISMA flowchart (Figure S1), and mechanism diagram (Figure S2).
DOI: 10.17632/49n9kg6kh3.1
title: Dermatologist-Performed Ultrasound for Regional Lymph Node Surveillance in High-Stage Cutaneous Squamous Cell Carcinoma: A Prospective Diagnostic Accuracy Study: Supplemental Materials

description: Supplemental Materials for the manuscript titled, "Dermatologist-Performed Ultrasound for Regional Lymph Node Surveillance in High-Stage Cutaneous Squamous Cell Carcinoma: A Prospective Diagnostic Accuracy Study"
DOI: 10.17632/y8g28btd85
title: Incorporating a Napthalene Diimide Polymer into a Fullerene Electron-Transport Layer to Improve the Fracture Energy of Perovskite Solar Cells — Data Repository

description: This repository contains all the raw data from our EES Solar Communications Article, "Incorporating a Napthalene Diimide Polymer into a Fullerene Electron-Transport Layer to Improve the Fracture Energy of Perovskite Solar Cells".
DOI: 10.15468/dl.7d92ej
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cteniloricaria napova",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010999-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y8g28btd85.1
title: Incorporating a Napthalene Diimide Polymer into a Fullerene Electron-Transport Layer to Improve the Fracture Energy of Perovskite Solar Cells — Data Repository

description: This repository contains all the raw data from our EES Solar Communications Article, "Incorporating a Napthalene Diimide Polymer into a Fullerene Electron-Transport Layer to Improve the Fracture Energy of Perovskite Solar Cells".
DOI: 10.15468/dl.fcnsst
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amana edulis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 217 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011000-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6xz5sjpyg4
title: Supplementary Table 1 for Low-dose Naltrexone for HHD_revised

description: Supplementary Table 1. Review of Low-Dose Naltrexone for Hailey-Hailey Disease Suggests Lack of Benefit in Dose Escalation
DOI: 10.17632/6xz5sjpyg4.1
title: Supplementary Table 1 for Low-dose Naltrexone for HHD_revised

description: Supplementary Table 1. Review of Low-Dose Naltrexone for Hailey-Hailey Disease Suggests Lack of Benefit in Dose Escalation
DOI: 10.15468/dl.ahf2jy
title: Occurrence Download

description: A dataset listing the 615 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "GadmGid is FRA.6.8_1",
 "Geometry POLYGON((5.18798 49.45439,5.18003 49.47225,5.14604 49.46914,5.11481 49.46763,5.10167 49.46153,5.11166 49.45678,5.10674 49.44434,5.10036 49.44434,5.10789 49.42714,5.11608 49.4214,5.10854 49.41289,5.12984 49.40535,5.13311 49.41436,5.16342 49.4219,5.19421 49.43107,5.18324 49.43746,5.18389 49.45253,5.18798 49.45439))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 615 records were derived from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010979-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3jmsy6zgk2
title: Behavioral and Redox Effects of Lithium and Curcumin in a Planarian Model of Sublethal Stress

description: This dataset contains the complete statistical outputs and underlying numerical data supporting the behavioral and biochemical analyses reported in the manuscript entitled “Behavioral and Redox Effects of Lithium and Curcumin in a Planarian Model of Sublethal Stress”.
Our working hypothesis was that chemically distinct neuroactive compounds produce dissociable functional outcomes under sublethal stress conditions, such that behavioral recovery depends on qualitative redox signaling rather than on the magnitude of generalized antioxidant activation. To test this, freshwater planarians (Girardia tigrina) were exposed to different stress modalities (mechanical, intense light, and predator odor) and subsequently treated with lithium carbonate (Li₂CO₃), curcumin (CUR), or their combination.
The dataset includes raw and processed behavioral measures (time spent in compartments, preference scores, and delta change values), enzymatic activities (SOD, CAT, GST, and AChE), and the corresponding statistical analyses (ANOVA, mixed-effects models, non-parametric tests, post hoc comparisons, and effect sizes). Each file is organized by experiment and figure, with replicates representing independent biological units.

Behavioral data demonstrate stress-induced alterations in exploratory preference and learning performance. CUR consistently restored adaptive behavior and facilitated extinction, whereas Li₂CO₃ produced limited or stressor-dependent recovery. Biochemical data show divergent antioxidant signatures: CUR selectively increased SOD and reduced CAT activity (elevated SOD/CAT ratio), while Li₂CO₃ increased both enzymes. These results indicate that functional behavioral recovery is more closely associated with redox signaling balance than with global antioxidant reinforcement.
The data can be reused for independent verification, reanalysis with alternative statistical approaches, meta-analyses, or comparative studies of sublethal neurotoxicity and redox-dependent neural modulation in invertebrate models.
DOI: 10.17632/3jmsy6zgk2.2
title: Behavioral and Redox Effects of Lithium and Curcumin in a Planarian Model of Sublethal Stress

description: This dataset contains the complete statistical outputs and underlying numerical data supporting the behavioral and biochemical analyses reported in the manuscript entitled “Behavioral and Redox Effects of Lithium and Curcumin in a Planarian Model of Sublethal Stress”.
Our working hypothesis was that chemically distinct neuroactive compounds produce dissociable functional outcomes under sublethal stress conditions, such that behavioral recovery depends on qualitative redox signaling rather than on the magnitude of generalized antioxidant activation. To test this, freshwater planarians (Girardia tigrina) were exposed to different stress modalities (mechanical, intense light, and predator odor) and subsequently treated with lithium carbonate (Li₂CO₃), curcumin (CUR), or their combination.
The dataset includes raw and processed behavioral measures (time spent in compartments, preference scores, and delta change values), enzymatic activities (SOD, CAT, GST, and AChE), and the corresponding statistical analyses (ANOVA, mixed-effects models, non-parametric tests, post hoc comparisons, and effect sizes). Each file is organized by experiment and figure, with replicates representing independent biological units.

Behavioral data demonstrate stress-induced alterations in exploratory preference and learning performance. CUR consistently restored adaptive behavior and facilitated extinction, whereas Li₂CO₃ produced limited or stressor-dependent recovery. Biochemical data show divergent antioxidant signatures: CUR selectively increased SOD and reduced CAT activity (elevated SOD/CAT ratio), while Li₂CO₃ increased both enzymes. These results indicate that functional behavioral recovery is more closely associated with redox signaling balance than with global antioxidant reinforcement.
The data can be reused for independent verification, reanalysis with alternative statistical approaches, meta-analyses, or comparative studies of sublethal neurotoxicity and redox-dependent neural modulation in invertebrate models.
DOI: 10.7910/dvn/cuvyyr
title: Replication data for INCATA Working Document "High Value Crop Commercialization and Women’s Empowerment in Sub-Saharan Africa: Panel Insights Reinforced by Double Machine Learning and Quasi-Experiments"

description: Dataset Replication data for INCATA Working Document "High Value Crop Commercialization and Women’s Empowerment in Sub-Saharan Africa: Panel Insights Reinforced by Double Machine Learning and Quasi-Experiments"
DOI: 10.15468/dl.yprj39
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.75898 41.95035,8.76028 41.93979,8.77953 41.94523,8.77713 41.9537,8.76699 41.9554,8.76138 41.95469,8.75898 41.95035))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2020-2026"
 ]
}

 The dataset includes 59 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011001-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3qzf6
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Piper macropodum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 140 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011002-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ph83gnpt5k
title: Topical Imiquimod in the Management of Botulinum Toxin-Induced Upper Eyelid Ptosis: A Case Series

description: This is a case series including 4 cases in total of patients with blepharoptosis with complete resolution of ptosis after Topical Imiquimod application.
DOI: 10.15468/dl.6ftzqz
title: Occurrence Download

description: A dataset containing 3364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna macranthera",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3364 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011004-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umy4vm
title: Occurrence Download

description: A dataset containing 46697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Bryozoa"
 ]
}

 The dataset includes 46697 records from 166 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037672-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pknbrz
title: Occurrence Download

description: A dataset containing 716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron canadensis",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 716 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037675-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fnxan
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eclipta alba",
 "Country is Saudi Arabia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037676-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.15877364
title: A Structure Database and In Silico Mass Spectral Library for In-depth Profiling of Glucosinolates in Plants by High-Resolution Tandem Mass Spectrometry

description: Data supplement for publication "A Structure Database and In Silico Mass Spectral Library for In-depth Profiling of Glucosinolates in Plants by High-Resolution Tandem Mass Spectrometry (Data Supplement)" (2025)

Jing Lia,b, Jie Gaoc, Guangqin Caic, Jun Dinga*

a. State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, Chinab. University of Chinese Academy of Sciences, Beijing, 100049, China.c. Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crop Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan, 430074, China

 

* Corresponding author Email: dingjun@wbgcas.cn

----Content:1) Developement: The chemical information and development of GSL in silico library2) MSP library: spectra in NIST MSP format (use with MS-Dial)3) NIST library: NIST23 compatible GSL library (use with NIST MS Search)4) Reference spectra msp: GSL authentic MS/MS spectrum in NIST MSP format (generated by Thermo QE HF-X MS (HCD), for searching NIST MS-Search) 

Version 1.0July 24 2025
DOI: 10.5281/zenodo.15877365
title: A Structure Database and In Silico Mass Spectral Library for In-depth Profiling of Glucosinolates in Plants by High-Resolution Tandem Mass Spectrometry

description: Data supplement for publication "A Structure Database and In Silico Mass Spectral Library for In-depth Profiling of Glucosinolates in Plants by High-Resolution Tandem Mass Spectrometry (Data Supplement)" (2025)

Jing Lia,b, Jie Gaoc, Guangqin Caic, Jun Dinga*

a. State Key Laboratory of Plant Diversity and Specialty Crops, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, 430074, Chinab. University of Chinese Academy of Sciences, Beijing, 100049, China.c. Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture and Rural Affairs, Oil Crop Research Institute of the Chinese Academy of Agricultural Sciences, Wuhan, 430074, China

 

* Corresponding author Email: dingjun@wbgcas.cn

----Content:1) Developement: The chemical information and development of GSL in silico library2) MSP library: spectra in NIST MSP format (use with MS-Dial)3) NIST library: NIST23 compatible GSL library (use with NIST MS Search)4) Reference spectra msp: GSL authentic MS/MS spectrum in NIST MSP format (generated by Thermo QE HF-X MS (HCD), for searching NIST MS-Search) 

Version 1.0July 24 2025