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

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micromeles japonica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005785-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nyx48k3rmy
title: Original data from What’s missing in patient-reported outcome reporting? A scoping review and aggregated trial-level analysis of completion rates in oncology randomized controlled trials

description: This file contains the originally extracted data for the publication "What’s missing in patient-reported outcome reporting? A scoping review and aggregated trial-level analysis of completion rates in oncology randomized controlled trials" by Daniela Krepper, Niclas J. Hubel, Samuel M. Vorbach, Lotte van der Weijst, Abigirl Machingura, Claudia Seidl, Johannes M. Giesinger, Monika Sztankay, Scottie Kern, Deborah Fitzsimmons, Madeline Pe, Bernhard Holzner, Jens Lehmann, on behalf of the EORTC Quality of Life Group
DOI: 10.17632/nyx48k3rmy.2
title: Original data from What’s missing in patient-reported outcome reporting? A scoping review and aggregated trial-level analysis of completion rates in oncology randomized controlled trials

description: This file contains the originally extracted data for the publication "What’s missing in patient-reported outcome reporting? A scoping review and aggregated trial-level analysis of completion rates in oncology randomized controlled trials" by Daniela Krepper, Niclas J. Hubel, Samuel M. Vorbach, Lotte van der Weijst, Abigirl Machingura, Claudia Seidl, Johannes M. Giesinger, Monika Sztankay, Scottie Kern, Deborah Fitzsimmons, Madeline Pe, Bernhard Holzner, Jens Lehmann, on behalf of the EORTC Quality of Life Group
DOI: 10.15468/dl.8fuv6w
title: Occurrence Download

description: A dataset containing 672607 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bangladesh",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 672607 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005754-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18392587
title: Zonal Statistics of Relative Humidity derived from ERA5-Land for Brazilian Municipalities, 1950-2025

description: Climate indicators are widely used in statistical models across multiple research fields and are particularly important for modelling the incidence of Climate-Sensitive Diseases (CSDs). These models typically adopt a lattice structure, in which data are aggregated over administrative units (e.g., municipal disease incidence). In contrast, climate indicators are commonly provided as continuous variables on regular spatial grids.

To reconcile these differing spatial representations, zonal statistics can be applied. Zonal statistics are descriptive measures computed from raster cells that intersect a given geographic boundary spatially. For each spatial unit, summary statistics—such as the mean, maximum, minimum, standard deviation, and sum—are calculated to represent the values of the underlying grid within that boundary.

This dataset provides daily mean zonal statistics of relative humidity (percent) for Brazilian municipalities from 1950 to 2025. The estimates are derived from Copernicus ERA5-Land daily aggregates of dew point temperature and mean 2-m air temperature, using the following formula:


e_actual <- exp((17.625 * dew_point) / (243.04 + dew_point))
e_saturation <- exp((17.625 * temp_mean) / (243.04 + temp_mean))
rh <- round(100 * (e_actual / e_saturation), 2)

 The full code is available here.
DOI: 10.15468/dl.epeshk
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neillia affinis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 343 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005786-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/qbnnfp
title: Efeitos do treinamento aeróbio e de força no metabolismo de Clusterina/Apoj na retina e nas glândulas lacrimais de camundongos envelhecidos e em modelo de doença do olho seco

description: Este conjunto de dados foi desenvolvido para investigar os efeitos de diferentes protocolos de treinamento físico sobre mecanismos moleculares e inflamatórios da retina e das glândulas lacrimais em camundongos envelhecidos, em condições fisiológicas e em modelo experimental de doença do olho seco. O objetivo foi avaliar como o exercício físico aeróbico e o exercício de força modulam a sinalização da clusterina/apolipoproteína J (APOJ) e de seu receptor, contribuindo para a manutenção da homeostase tecidual ocular durante o envelhecimento. Os dados sustentam a tese de doutorado de Thais Dantis Pereira de Campos, desenvolvida no Programa de Pós-Graduação em Nutrição, Esporte e Metabolismo (CNEM) da Universidade Estadual de Campinas (UNICAMP), e contribuem para a compreensão dos mecanismos moleculares que integram exercício físico, envelhecimento e disfunções oculares. O conjunto inclui dados quantitativos obtidos de camundongos envelhecidos distribuídos em grupos sedentários e treinados, submetidos a protocolos de exercício aeróbico ou de força, com e sem indução da doença do olho seco. Os dados compreendem avaliações da produção lacrimal, expressão gênica relativa (qPCR) de marcadores inflamatórios, da clusterina/APOJ e de seu receptor, bem como análise da expressão proteica por Western blot. Os arquivos estão organizados em planilhas nos formatos .xlsx e .csv, contendo dados originais e reprodutíveis, gerados ao longo do período de doutorado no laboratório de origem. Este conjunto de dados fornece base para futuras investigações nas áreas de fisiologia ocular, envelhecimento, metabolismo e exercício físico.
DOI: 10.15468/dl.acpgcc
title: Occurrence Download

description: A dataset containing 5579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (United States of America, Mexico)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parkinsonia florida"
 ]
}

 The dataset includes 5579 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005787-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18413231
title: Instances for the Linear Bilevel Problem

description: This repository contains a collection of instance files used in the computational experiments reported in:



Calvete, H. I., Galé, C., Iranzo, J. A., & Laguna, M. (2025). Scatter search with path relinking for linear bilevel problems. European Journal of Operational Research, 326(3), 439-450. 

Calvete, H. I., Gale, C., & Mateo, P. M. (2008). A new approach for solving linear bilevel problems using genetic algorithms. European Journal of Operational Research, 188(1), 14-28.


The instances correspond to the Linear Bilevel Problem (LBP), a special case of Bilevel Problems where both the objective functions and the constraints are linear and the variables are continuous. The instances are provided as plain text files.

 

 

File name convention

Each .txt file name follows the format p$n$_$P2$_$Pm$_$ID$.txt, where:



$n$: total number of variables.

$P2$: percentage of variables controlled by the lower-level decision-maker relative to the total number of variables $n$.

$Pm$: percentage of constraints relative to the total number of variables $n$.

$ID$: sequential identifier for instances with identical dimensions.


Example: the file p40_30_80_27.txt corresponds to an instance with 40 total variables. Of these, 12 variables (30% of 40) are controlled by the lower-level decision-maker, and there are 32 constraints (80% of 40). Since multiple instances share these characteristics, this file represents the 27th instance in its category.

 

File structure

Each .txt file contains the numerical data required to define the LBP instance, organized as follows:



$m$: number of constraints.

$n$: total number of variables.

$n_1$: number of upper-level variables.

$n_2$: number of lower-level variables.

$c_1$: vector of length $n_1$ representing the coefficients of the upper-level variables in the upper-level objective function.

$c_2$: vector of length $n_2$ representing the coefficients of the lower-level variables in the upper-level objective function.

$d_2$: vector of length $n_2$ representing the coefficients of the lower-level variables in the lower-level objective function.

$A_1$: $m \times n_1$ matrix corresponding to the coefficients of the upper-level variables in the constraints.

$A_2$: $m \times n_2$ matrix corresponding to the coefficients of the lower-level variables in the constraints.

$b$: vector of length m representing the right-hand side of the constraints.


 

Contact

For any questions or further information regarding these instances, please contact José A. Iranzo at joseani@unizar.es.
DOI: 10.15468/dl.bfjyg5
title: Occurrence Download

description: A dataset containing 1476109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Populus"
 ]
}

 The dataset includes 1476109 records from 4302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005755-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tk2kcjrntd
title: Data for: Blue Luminescent Silver(I) Complexes Constructed by 2-Diphenylphosphinopyridine and Dicyanamide or Tricyanomethanide

description: Data of FTIR, TGA and Luminescence
DOI: 10.6084/m9.figshare.24658500.v1
title: Genome sequence of <i>Vicia sativa</i> ssp. <i>amphicarpa</i>

description: Genome assembly and annotation files of <i>Vicia sativa</i> ssp. <i>amphicarpa.</i><br>
DOI: 10.6084/m9.figshare.28758941.v1
title: Supplementary Material for: Patient-reported outcome-based symptom management improves QoL in postoperative gastroesophageal cancer patients: A Randomized Controlled Trial

description: Objective: Following resection for gastroesophageal cancer, patients may experience symptoms like reflux, anorexia, and weight loss that can significantly impact their quality of life (QoL). Patient-reported outcomes (PROs) are becoming more important for symptom monitoring. Nevertheless, there is limited knowledge on symptom management post-gastroesophageal cancer resection.
Methods: A single-center, randomized controlled trial was conducted on postoperative patients with gastroesophageal cancer. Participants were randomly assigned to the PRO group and usual care (the control group), with a 1:1 ratio. The PRO-based symptom management included symptom assessment, monitoring, and personalized interventions such as lifestyle guidance, nutritional support, and drug therapy. An electronic system was developed on the Research Electronic Data Capture (REDCap) platform to monitor and assess patients' symptoms, QoL, and provide diagnosis and treatment. The study focused on five key symptom events: anorexia, reflux, depression, nutritional risk, and underweight. In the PRO group, assessments were conducted every 3-4 weeks for a minimum of 16 weeks. Interventions for this group primarily involved counseling, patient education, and medication prescriptions based on individual symptoms. The control group's symptoms and QoL were assessed only at baseline and week 16. The primary outcome measure was the total number of symptoms at 16 weeks, with secondary outcomes including the incidence of symptoms at the same time point. Quality of life was also evaluated as part of the study. 
Results: Between April 2021 and May 2022, a total of 124 patients were divided into two groups: 60 in the PRO group and 64 in the control group. The PRO group exhibited notably fewer overall symptoms at the 16-week mark compared to the control group (1.20±1.16 vs. 2.50±1.47), along with a lower prevalence of nutritional risk (63.3% vs. 81.3%), anorexia (18.3% vs. 60.9%), reflux (13.3% vs. 57.8%), and depression (5.0% vs. 20.3%). The QoL scores were markedly higher in the PRO group. Furthermore, the PRO group displayed lower nutritional status, reflux, and depression scale trends, as well as higher anorexia trends when compared to the control group.
Conclusions: Patient-reported outcome-based symptom management led to superior symptom control and enhanced quality of life in postoperative gastroesophageal cancer patients when compared to standard care.
DOI: 10.6084/m9.figshare.7624010.v1
title: Supplementary Material for: Trauma Disclosure Moderates the Effects of Oxytocin on Intrusions and Neural Responses to Fear

description: Medicine
DOI: 10.17632/835x68b22x
title: Electricity Consumption and Temperature: Evidence from Satellite Data

description: This folder provides code and data necessary to produce all the figures and tables in the paper "Electricity Consumption and Temperature: Evidence from Satellite Data". Please look at ReadMe.txt.
DOI: 10.26180/15176082.v2
title: Anxiety Phases Dataset

description: The dataset in this repository includes a subset of <i>electrocardiogram</i>, <i>electrodermal</i>, <i>torso posture and activity</i>, <i>wrist activity</i>, and <i>leg activity</i> measures collected from a high- and low-anxiety group during a bug-phobic and social anxiety experience. Raw files of audio data are not made available to protect the anonymity of the participants, but can be made available upon request subject to ethics agreements. <b><br></b><b>If you use this open-source dataset, please cite the following conference article where this dataset is originally published at:</b><br>Hashini Senaratne, Levin Kuhlmann, Kirsten Ellis, Glenn Melvin, and Sharon Oviatt. 2021. A Multimodal Dataset and Evaluation for Feature Estimators of Temporal Phases of Anxiety. In Proceedings of the 2021 International Conference on Multimodal Interaction (ICMI ’21), October 18–22, 2021, Montréal, QC, Canada. ACM, New York, NY, USA, 10 pages. https://doi.org/10.1145/3462244.3479900<br>For more details on the directory structure, refer to <b>README.md</b> file.<br><b>Authors:</b>Hashini Senaratne, Levin Kuhlmann, Kirsten Ellis, Glenn Melvin, and Sharon Oviatt<br><b>License:</b>This Anxiety Phase Dataset provided on this repository is published under the Creative Commons Attribution-NonCommercial 4.0 International License. This means you can use it for research and educational purposes, but you must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use. You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.<br><b>Acknowledgments:</b>We would like to thank our participants, Mairead Cardamone-Breen and Lachlan James (support psychologists), and Yasura Vithana (an electronics engineer), for their immense support to the establishment of the described dataset after a Covid-19 lockdown.
DOI: 10.6084/m9.figshare.13308773.v1
title: Kenya Urban Centres 2019

description: A geospatial layer of urban centres in Kenya based on a list available from the most recent 2019 Kenya population and housing census.
DOI: 10.6084/m9.figshare.14479599.v1
title: Mars ArcMap Shapefiles

description: Shapefiles of all data collected from Arsia Mons FSD
DOI: 10.6084/m9.figshare.16635388.v2
title: Frequencies and INFO scores in the UK Biobank (for British-like subset).

description: These files contain the same data as in the MFI files from the UK Biobank (information on the 90M genetic variants), except that frequencies and imputation INFO scores have been recomputed for a subset of 362K unrelated British-like individuals.<br><br>This is important because we have found reported frequencies and INFO scores to be overestimated when computed on the whole data.<br>
DOI: 10.6084/m9.figshare.20765320.v2
title: Supplementary_table_11

description: Supplementary table reporting the raw counts of miRNAs residing in the 8q24 region.
DOI: 10.6084/m9.figshare.21766916.v1
title: Optical property database of inorganic phosphor (IPOP dataset)

description: <strong>-Inorganic_Phosphor_Optical_Properties_DB_20221222</strong> <br> We constructed a high-quality and reliable database that contains experimentally validated inorganic phosphors and their optical properties, sourced from the literature on inorganic phosphors. Our database includes 4,110 combinations of 27 dopant elements in 2,231 host materials from 586 articles. <br> 1 Tag — The numbering of data points<br> 2 Inorganic phosphor — Composition of phosphor<br> 3 Host — Host composition of phosphor<br> 4 1st dopant — 1st dopant atom of phosphor<br> 5 1st dopant valency — Valency of 1st dopant atom<br> 6 1st dopant concentration — Doping concentration of 1st dopant<br> 7 2nd dopant — 2nd dopant atom of phosphor<br> 8 2nd dopant valency — Valency of 2nd dopant atom<br> 9 2nd dopant concentration — Doping concentration of 2nd dopant<br> 10 Temp. (K) — Measurement temperature<br> 11 Emission max. (nm) — Maximum photoluminescence emission wavelength, λPL,max<br> 12 CIE X coordinate — X coordinate in CIE chromaticity diagram, XCIE<br> 13 CIE Y coordinate — Y coordinate in CIE chromaticity diagram, YCIE<br> 14 Int. quantum efficiency (%) — Internal quantum efficiency, QEint<br> 15 Ext. quantum efficiency (%) — External quantum efficiency, QEext<br> 16 Thermal quenching temp. (K) — Float Thermal quenching temperature, T50<br> 17 Excitation source (nm) — Wavelength of excitation source, λexc<br> 18 Excitation max. (nm) — Maximum photoluminescence excitation wavelength, λPLE,max<br> 19 Log10 Decay time (log10 [ns]) — Logarithmic value of photoluminescence decay time, τlog,PL<br> 20 Decay time (ns) — Photoluminescence decay time, τPL<br> 21 PLE detection energy (nm) — Photoluminescence excitation detection wavelength, λPLE,dec<br> 22 Reference — Source document DOI<br> 23 Publisher — Abbreviation for journal publisher<br> 24 MP-ID — String Materials project ID <br> <br> <strong>-phosphor_20221211_[PROPERTY]_AF (8 types)</strong> <br> A total of 52 features were created using the atomic ratio, atomic number, atomic weight, atomic radius, Pauling electronegativity, number of valence electrons, first ionization energy, and the combination thereof. To allow anyone to freely utilize the intermediate results created in this process, we provide machine-readable feature vectors for inorganic phosphors for download in addition to the IPOP dataset. <br> -phosphor_20221211_EmP_AF.csv : Emission max. -phosphor_20221211_CIEX_AF.csv : CIE X coordinate -phosphor_20221211_CIEY_AF.csv : CIE Y coordinate -phosphor_20221211_IQE_AF.csv : Int. quantum efficiency (%) -phosphor_20221211_EQE_AF.csv : Ext. quantum efficiency (%) -phosphor_20221211_T50_AF.csv : Thermal quenching temp. (K) -phosphor_20221211_ExP_AF.csv : Excitation max. (nm) -phosphor_20221211_DT_AF.csv : Log10 Decay time (log10 [ns]) <br>
DOI: 10.6084/m9.figshare.28089815.v1
title: Amazon Basin data and code to replicate analyses

description: Spatial datasets and scripts used in the paper "<i>Indigenous Territories and Protected Areas are crucial for ecosystem connectivity in the Amazon Basin</i>" by Camila D. Ritter, Jesús Muñoz, Arielli F. Machado, James S. Albert, Camila C. Ribas, Ana C. Carnaval, Carmen Ulloa Ulloa, Juan D. Carrillo, Hanna Tuomisto, Dolors Armenteras, Juan M. Guayasamin, sent for publication to PNAS.
DOI: 10.6084/m9.figshare.7731161.v2
title: Supplemental data and data sets for: Extracellular Na+ and Orai1 contribute to endothelial wound healing (Xu et al)

description: Endothelial migration is necessary for wound healing and angiogenesis. Na<sup>+</sup> has been incriminated as an important cellular signal mediating migration, although the ion channels regulating Na<sup>+</sup> permeation that contribute to migration remain poorly understood. We have shown that Orai1 suppresses both constitutive Na<sup>+</sup> leak and Na<sup>+</sup> entry through store-operated calcium entry channels. Here, we examine the independent and combined contributions of extracellular Na<sup>+</sup> and Orai1 to pulmonary artery endothelial cell (PAEC) wound healing. We found that PAEC monolayers migrated into wound areas and achieved confluence within 24 hours post-scratch. There was a fast healing phase within 5 hours, followed by a slow-healing phase between 5 and 24 hours. Na<sup>+</sup> depletion reduced migration speed by at least 50%. Fewer cells at the migration front formed prominent lamellipodia. Some cells at the leading edge gradually detached from the monolayer. Reduction of Orai1 decreased wound closure speed by 25% within 6 hours. This Orai1-dependence was absent in Na<sup>+</sup>-depleted media and after 6 hours. In a non-scratch cell migration assay, the gap areas were partially sealed within 24 hours. Migration speed was reduced by 75% when extracellular Na<sup>+</sup> was replaced by choline. Orai1 did not contribute to non-scratch cell migration, but extracellular Na<sup>+</sup> did. Overall, extracellular Na<sup>+</sup> and Orai1 together acutely regulate endothelial wound healing. Extracellular Na<sup>+</sup> continuously contributes to wound healing between 6 and 24 hours. Extracellular Na<sup>+</sup> but not Orai1 contributes to cell migration in the absence of injury. Orai1 may function as an injury sensor to acutely stimulate fast wound healing.
DOI: 10.17632/zm79tkwnbc
title: Dataset of SSR markers for Hedychium spicatum (Zingiberaceae) based on draft genome assembly and experimental characterization of few markers

description: This is the dataset of candidate SSR markers for the montane ginger Hedychium spicatum (family: Zingiberaceae). SSR markers are inferred based on contig level genome assembly of H. spicatum using MISA and the primers are designed using Primer3. The annotation of the contigs and the SSR markers are given in the tables. From the set of candidate SSR loci, 62 were tested for amplification success and homology by experimental validation. 11 markers were characterized by amplifying in a set of samples whose collection details are also provided in a table format. Genotypes for all the samples in terms of the fragment length for all the 11 loci is also given in GenAlex format. Experimental details of this data set are soon to be communicated in a manuscript.