cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17665816
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D0, Vertical level 50m, Global model MPI-ESM1-2-HR, scenario ssp245 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17665817
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D0, Vertical level 50m, Global model MPI-ESM1-2-HR, scenario ssp245 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17665716
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D0, Vertical level 2000m, Global model EC-EARTH3, scenario ssp370 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17665717
title: DISTENDER Climate Simulations: Statistical Downscaling for HUAS_D0, Vertical level 2000m, Global model EC-EARTH3, scenario ssp370 -  The North-east of the Netherlands (HUAS)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.15468/dl.n2tqf9
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis nervicus"
 ]
}

 The dataset includes 379 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010437-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15277338
title: Supplementary Materials for "Tracking SARS-CoV-2 genomic variants in wastewater sequencing data with LolliPop".
DOI: 10.5281/zenodo.17709943
title: Filtered gnomAD data

description: Filtered gnomAD data, including these INFO fields only:AF AC AN nhomalt AF_afr AF_amr AF_asj AF_eas AF_fin AF_nfe AF_remaining AF_sascreation script included
DOI: 10.5281/zenodo.17723500
title: Supplementary Materials for "Tracking SARS-CoV-2 genomic variants in wastewater sequencing data with LolliPop".
DOI: 10.5281/zenodo.17709942
title: Filtered gnomAD data

description: Filtered gnomAD data, including these INFO fields only:AF AC AN nhomalt AF_afr AF_amr AF_asj AF_eas AF_fin AF_nfe AF_remaining AF_sascreation script included
DOI: 10.15468/dl.5uktxp
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis nigrogriseus"
 ]
}

 The dataset includes 87 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010438-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17660198
title: DISTENDER - Round1 and Round2a results of macroeconomic impact assessment as presented in DISTENDER deliverable D7.1 for case studies Austria and EURAF
DOI: 10.5281/zenodo.17660199
title: DISTENDER - Round1 and Round2a results of macroeconomic impact assessment as presented in DISTENDER deliverable D7.1 for case studies Austria and EURAF
DOI: 10.5281/zenodo.17727124
title: Demanda y competencias informativas de Académicos (DECIA) UV - 2016

description: Estimado (a) Académico(a), Le solicitamos atentamente contestar este breve cuestionario anónimo de 28 preguntas de opción múltiple, en su mayoría, las cuales le tomarán unos 15 minutos, antes del miércoles, 30 de noviembre.Sus respuestas nos ayudarán a redactar un reporte de investigación sobre la demanda y uso de información por parte de académicos de la Universidad Veracruzana. Dicho estudio permitirá a la Dirección General de Desarrollo Académico e Innovación Educativa elaborar potencialmente programas de apoyo para la planta docente.Si desea conocer el proyecto de investigación, consúltelo por favor en: www.jesuslau.com.mx/deciaComo dato adicional, le informamos que esta es una segunda muestra del estudio DECIA, ya que una primera muestra la realizamos durante el primer semestre del año que incluía casos.Atentamente,Jesús Lau, Dr. (Veracruz)Mario Miguel Ojeda, Dr. (Xalapa)
DOI: 10.5281/zenodo.17727125
title: Demanda y competencias informativas de Académicos (DECIA) UV - 2016

description: Estimado (a) Académico(a), Le solicitamos atentamente contestar este breve cuestionario anónimo de 28 preguntas de opción múltiple, en su mayoría, las cuales le tomarán unos 15 minutos, antes del miércoles, 30 de noviembre.Sus respuestas nos ayudarán a redactar un reporte de investigación sobre la demanda y uso de información por parte de académicos de la Universidad Veracruzana. Dicho estudio permitirá a la Dirección General de Desarrollo Académico e Innovación Educativa elaborar potencialmente programas de apoyo para la planta docente.Si desea conocer el proyecto de investigación, consúltelo por favor en: www.jesuslau.com.mx/deciaComo dato adicional, le informamos que esta es una segunda muestra del estudio DECIA, ya que una primera muestra la realizamos durante el primer semestre del año que incluía casos.Atentamente,Jesús Lau, Dr. (Veracruz)Mario Miguel Ojeda, Dr. (Xalapa)
DOI: 10.15468/dl.sga2rd
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colostethus mertensi"
 ]
}

 The dataset includes 84 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010439-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwc8sz
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis nyctophylax"
 ]
}

 The dataset includes 292 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010440-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17726715
title: Data published in the preprint "Enhanced Thermoelectricity in Nanowires with inhomogeneous Helical states"

description: The files contain the data plotted in the figures of the preprint "Enhanced Thermoelectricity in Nanowires with inhomogeneous Helical states" by  Zahra Aslani, Fabio Taddei, Fabrizio Dolcini, Alessandro Braggio,  arXiv:2511.09903
DOI: 10.5281/zenodo.17726716
title: Data published in the preprint "Enhanced Thermoelectricity in Nanowires with inhomogeneous Helical states"

description: The files contain the data plotted in the figures of the preprint "Enhanced Thermoelectricity in Nanowires with inhomogeneous Helical states" by  Zahra Aslani, Fabio Taddei, Fabrizio Dolcini, Alessandro Braggio,  arXiv:2511.09903
DOI: 10.15468/dl.xwafbu
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcaecilia nicefori"
 ]
}

 The dataset includes 23 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010441-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17725391
title: The Contacting Layer on Piezoelectric Poly-L-Lactide Bio-material part 2
DOI: 10.5281/zenodo.17725392
title: The Contacting Layer on Piezoelectric Poly-L-Lactide Bio-material part 2
DOI: 10.15468/dl.984ty9
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcaecilia albiceps"
 ]
}

 The dataset includes 62 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010442-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybkj37
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis ocreatus"
 ]
}

 The dataset includes 168 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010444-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3sstt
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis obmutescens"
 ]
}

 The dataset includes 102 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17373044
title: Kinase Ligand Dataset

description: The dataset used for training and testing is a curated merge between the KLIFS and Modi and Dunbrack dataset. These scripts have been written assuming a rather specific layout of the dataset being used for both training and testing. We assume that both training and testing data are co-located in the same directory, and the distrinction between training and testing is managed through "split files", which are just plain text documents containing lists of complexes. Complexes need to be named in the form {PDB ID}_{CHAIN ID}_{LIGAND NAME}_{OPTIONAL SUFFIX}. The dataset directory is assumed to contain sub-directories of each complex. Each sub-directory should contain 2 files: a protein file, and a ligand file. The protein files should contain the chain of the apo protein that actually binds to the ligand, while the ligand file should contain all the HETATM entries consisting of the ligand. The protein file should be named using the scheme {PDB ID}_protein.pdb, while the ligand file should be named like {PDB ID}_ligand.pdb. Each complex sub-directory should only contain one protein chain and one ligand, so higher order complexes need to be broken up accordingly. An example dataset directory might look like this:



my_dataset/8ssp_A_627_510/8ssp_protein.pdb


my_dataset/8ssp_A_627_510/8ssp_ligand.pdb


my_dataset/8ssp_A_PDO_507/8ssp_protein.pdb

my_dataset/8ssp_A_PDO_507/8ssp_ligand.pdbOur preprocessing scripts also take care of the problem of hydrogenation. Because most crystal structures lack hydrogens, there are some ambiguities in how the ligand file should be loaded, and RDKit, the library DiffDock uses for this purpose, often makes mistakes. In particular, RDKit doesn't seem readily able to distinguish between aromatic and cycloalkane rings in PDB files, which can have a profound impact on model performance. Our preprocessing scripts take care of this problem by explicitly adding hydrogens to the ligand and converting it to an SDF file.
DOI: 10.5281/zenodo.17373043
title: Kinase Ligand Dataset

description: The dataset used for training and testing is a curated merge between the KLIFS and Modi and Dunbrack dataset. These scripts have been written assuming a rather specific layout of the dataset being used for both training and testing. We assume that both training and testing data are co-located in the same directory, and the distrinction between training and testing is managed through "split files", which are just plain text documents containing lists of complexes. Complexes need to be named in the form {PDB ID}_{CHAIN ID}_{LIGAND NAME}_{OPTIONAL SUFFIX}. The dataset directory is assumed to contain sub-directories of each complex. Each sub-directory should contain 2 files: a protein file, and a ligand file. The protein files should contain the chain of the apo protein that actually binds to the ligand, while the ligand file should contain all the HETATM entries consisting of the ligand. The protein file should be named using the scheme {PDB ID}_protein.pdb, while the ligand file should be named like {PDB ID}_ligand.pdb. Each complex sub-directory should only contain one protein chain and one ligand, so higher order complexes need to be broken up accordingly. An example dataset directory might look like this:



my_dataset/8ssp_A_627_510/8ssp_protein.pdb


my_dataset/8ssp_A_627_510/8ssp_ligand.pdb


my_dataset/8ssp_A_PDO_507/8ssp_protein.pdb

my_dataset/8ssp_A_PDO_507/8ssp_ligand.pdbOur preprocessing scripts also take care of the problem of hydrogenation. Because most crystal structures lack hydrogens, there are some ambiguities in how the ligand file should be loaded, and RDKit, the library DiffDock uses for this purpose, often makes mistakes. In particular, RDKit doesn't seem readily able to distinguish between aromatic and cycloalkane rings in PDB files, which can have a profound impact on model performance. Our preprocessing scripts take care of this problem by explicitly adding hydrogens to the ligand and converting it to an SDF file.
DOI: 10.15468/dl.gnkc6s
title: Occurrence Download

description: A dataset containing 664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ctenosciaena gracilicirrhus"
 ]
}

 The dataset includes 664 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010446-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wbw4x8fsz6.1
title: Evaluation of Miniaturized Ultrasonic Nebulization for High-efficiency Sampling in Characterization of Ag NPs by Single Particle Inductively Coupled Plasma Mass Spectrometry

description: The data of "Evaluation of Miniaturized Ultrasonic Nebulization for High-efficiency Sampling in Characterization of Ag NPs by Single Particle Inductively Coupled Plasma Mass Spectrometry"
DOI: 10.17632/wnzps6ggf7.1
title: A Novel Tri-Pass Receiver Design for Parabolic Trough Collectors: Experimental Evaluation and Thermal Analysis

description: The dataset contains the time evolution of temperature and solar radiation measurements collected for different Parabolic Trough Collector (PTC) receiver designs. The data is recorded at a high-resolution time step of 1 second, capturing precise changes in temperature and solar radiation over time. The dataset is intended to assess the thermal performance and efficiency of various PTC receiver designs under changing solar radiation conditions.
- Time (s): Represents the elapsed time in seconds, with data points recorded every second.
- Temperature (°C): Contains temperature measurements from thermocouples installed on the PTC receivers. The thermocouples have an accuracy of ±0.31°C, ensuring reliable temperature readings for thermal analysis. Data from multiple thermocouples may be present, depending on the number of receivers tested.
- Solar Radiation (W/m²): Provides the intensity of solar radiation measured during the testing period. This variable tracks how solar energy fluctuates, impacting the thermal performance of the receivers.
- PTC Receiver Design: The dataset includes measurements from various receiver designs. Each design is tagged or labeled for comparison.
DOI: 10.17632/bkthxckb9d.1
title: Gut microbiome reveals the impact of Microcystin-LR on kidney disease progression though gut–kidney axis

description: The gut-kidney axis plays a crucial role in kidney disease progression, driven by interactions between the gut microbiome and host proteome. This study explores the impact of microcystin-LR (MC-LR), a potent cyanotoxin, on kidney disease progression through its effects on the gut microbiome and host proteome. While the nephrotoxic effects of MC-LR are established, its role in disrupting the gut-kidney axis remains less understood.

Twenty animals were divided into four groups: 1) control, 2) Adenine-treated (Adenine), 3) MC-LR-treated (Microcystin), and 4) a combination of adenine and MC-LR (Combination). DNA and protein were extracted from fecal samples, and 16S rRNA gene sequencing (V3-V4 region) along with LC/MS/MS analysis were performed.

The results showed significant alterations in gut microbial communities, with a notable increase in Bacillaceae, Enterobacteriaceae, and Bacteroidaceae in the combination group. Metaproteomic analysis of the host gut proteome revealed disruptions in proteins linked to gut barrier integrity, inflammation, and immune responses, such as nuclear receptor-interacting factor 3 (Itgb3bp) and Thioredoxin-interacting protein (TXNIP). This suggests that MC-LR compromises the gut barrier, allowing microbial products to enter circulation, which accelerates kidney disease progression. Protein-chemical interaction networks further clarified the pathways linking inflammation, gut leakiness, and kidney damage.

In conclusion, this study underscores the role of MC-LR in promoting kidney disease via the gut-kidney axis, identifying gut barrier integrity and inflammation as key therapeutic targets for kidney disease management.
DOI: 10.17632/nr7zfdjm7f.1
title: AoI2WoS: Mapping Area of Interest in Google Scholar Profile to Web Of Science (WoS) Scientific Fields Categories

description: Google Scholar Profiles (GSP) provide a very efficient way for researchers to showcase their academic achievements, publications, and research interests. It is possible to check who is citing articles, graph citations over time, and report several citation metrics that can be used in Scientometrics. One important section in each GSP is called "Areas of interest". It can include maximum five scientific fields for everyone. Because, these fields are filled manually by the authors found on their own perception and knowledge about the broad scientific disciplines, they are not necessarily matched to Web of Science (WoS) categories of sciences including 7 Domains and 134 Areas. As a result, we have gathered and created a dataset called AoI2WoS. It have classified nonstandard and divers scientific fields available in 85285 records of GSP in to 7 Domains and 134 Areas according to WoS categories.
DOI: 10.17632/n5dhyf36g6.1
title: Meta-regression analysis and subgroup analysis of sources of heterogeneity (Dementia)

description: Meta-regression analysis and subgroup analysis of sources of heterogeneity for anxiety and depression.
DOI: 10.17632/3sv9tfsgdt.1
title: Drone Navigation Experiment Data

description: This dataset contain the measurement data in a drone navigation experiment. The experiment is conducted to test the performance of drone's navigation using pinhole model for distance prediction. The dataset contains two set of data. The first is statics experiment dataset. It contains the distance prediction between the drone with a certain target object, using pinhole model. The second set is dynamic experiment dataset. It contains the measurement data of a drone flight to reach certain area based on pinhole distance calculation model.
DOI: 10.15468/dl.6x375n
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Omphalotus mexicanus Guzmán & V.Mora"
 ]
}

 The dataset includes 89 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117938-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10837876
title: Inclusion as ownership in participatory budgeting: facilitators' interpretations of public engagement of children and youth

description: The data presented herein were collected under the auspices of the project no. 2021/41/B/HS5/02899, funded by the National Science Centre, Poland. Data collection involved semi-structured interviews conducted in Lublin, Poland, and Tampere, Finland, with key facilitators of participatory budgeting (PB). These facilitators included civil servants, schoolteachers in both cities, and NGO personnel in Lublin. The interviewees were pivotal actors in various stages of the PB process, comprising civil servants from departments responsible for structuring PB procedures, as well as teachers and NGO workers involved in the planning and implementation of PB initiatives.

 

All interviews were systematically recorded, transcribed, and subjected to thematic analysis. The data were categorized using key themes, such as objectives, motivations, and the significance of PB. The results derived from this analysis are documented in the scientific article: Lehtonen, P., & Radzik-Maruszak, K. (2024). Inclusion as ownership in participatory budgeting: facilitators’ interpretations of public engagement of children and youth. Critical Policy Studies, 18(1), 73-91.
DOI: 10.15468/dl.8frsyw
title: Occurrence Download

description: A dataset containing 217436297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Living Specimen, Fossil, Specimen, Material sample, Material citation)",
 {
 "or" : [
 "IdentifiedBy is not null",
 "RecordedBy is not null"
 ]
 },
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "VerbatimScientificName" : [
 "is not null"
 ]
 }
 },
 {
 "not" : {
 "or" : [
 "VerbatimScientificName ~*BOLD:*",
 "VerbatimScientificName ~*BOLD-*",
 "VerbatimScientificName ~*BIOUG*"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 217436297 records from 25966 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117854-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhube3
title: Occurrence Download

description: A dataset containing 2893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Heteropterys brachiata (L.) DC.)"
 ]
}

 The dataset includes 2893 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010651-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.