cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27880704
title: Symmetry data

description: Symmetry data for individual leg work during the step-to-step transition
DOI: 10.6084/m9.figshare.27880704.v1
title: Symmetry data

description: Symmetry data for individual leg work during the step-to-step transition
DOI: 10.15468/dl.rpexfb
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Athamanta turbith (L.) Brot.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 37 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026344-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmvsd7
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "DatasetKey is one of (Sistema de Información de la vegetación Ibérica y Macaronésica, Herbario de la Universidad de Sevilla, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, Colección de plantas vasculares del herbario de la Universitat de València (VAL), SANT Herbarium vascular plants collection, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA), Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA, Herbario HSS Finca La Orden-Valdesequera (CICYTEX). Junta de Extremadura)",
 "Geometry POLYGON((0.72254 43.04806,0.164 43.01738,0.26221 40.45789,2.1097 40.56837,3.86512 42.41587,0.72254 43.04806))",
 "TaxonKey is Senecio lividus L."
 ]
}

 The dataset includes 53 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026343-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6scy6h8sjz.2
title: ElectroCom61: A Multiclass Dataset for Detection of Electronic Components

description: The "ElectroCom61" dataset contains 2121 annotated images of electronic components sourced from the Electronic Lab Support Room, the United International University (UIU). This dataset was specifically designed to facilitate the development and validation of machine learning models for the real-time detection of electronic components. To mimic real-world scenarios and enhance the robustness of models trained on this data, images were captured under varied lighting conditions and against diverse backgrounds. Each electronic component was photographed from multiple angles, and following collection, images were standardized through auto-orientation and resized to 640x640 pixels, introducing some degree of stretching. The dataset is organized into 61 distinct classes of commonly used electronic components. The dataset were split into training (70%), validation (20%), and test (10%) sets.
DOI: 10.17632/jw2fxprgd3.1
title: AA-QLI-BRA

description: Brazilian version of the Alopecia Areata Quality of Life Index.
DOI: 10.17632/n6x3mbnvdh.1
title: ApplePlumBD

description: 1. Type of data: 640 * 640 pixels images
2. Data Format: Annotated JPG files
3. Original images: 641 images
4. Augmented Image: 1669 images
5. Growth cycle considered: Five- Bud, Flower, Early Fruit, Matured Fruit, Ripened Fruit
6. Number of classes: Five (for each Stage).
7. Data source locations: Singair, Noyabari, Manikganj, Bangladesh.
8. Where applicable: Suitable for horticulture automation
DOI: 10.17632/87pj9rksr7.1
title: Phylogenomics of Lymexyloidea and Mordelloidea (Coleoptera: Polyphaga: Cucujiformia)

description: Dataset presented here is dataset used for calculating results for an article "Phylogenomics and revised classification of Lymexyloidea and Mordelloidea sensu novo (Coleoptera: Polyphaga: Cucujiformia)". Dataset contains alignment of protein sequences generated from transcriptomes and genomes of beetles, both downloaded from NCBI and newly produced data for the purpose of this article.
Dataset contains:
Basic gene by gene aligment
Gene by gene alignment cropped by program Gblock
Concatenated alignment from cropped version
Tree results with some supporting files from Ml analysis and GHOST from IQtree program and Bayesian analysis from PhyloBayes program.
DOI: 10.17632/87pj9rksr7.2
title: Phylogenomics of Lymexyloidea and Mordelloidea (Coleoptera: Polyphaga: Cucujiformia)

description: Dataset presented here is dataset used for calculating results for an article "Phylogenomics and revised classification of Lymexyloidea and Mordelloidea sensu novo (Coleoptera: Polyphaga: Cucujiformia)". Dataset contains alignment of protein sequences generated from transcriptomes and genomes of beetles, both downloaded from NCBI and newly produced data for the purpose of this article.
Dataset contains:
Basic gene by gene aligment
Gene by gene alignment cropped by program Gblock
Concatenated alignment from cropped version
Tree results with some supporting files from Ml analysis and GHOST from IQtree program and Bayesian analysis from PhyloBayes program.
DOI: 10.17632/2pr7rrrfz3.1
title: Maximum Likelihood Estimation of Matrix Exponential Spatial Specification on Seemingly Unrelated Regression-Spatial Autoregressive Model

description: The data used in this study are secondary data obtained from the Statistics of Indonesia in 2021. The data used are GRDP data at current prices, labor and labor wages, and investment data in the form of domestic investment and foreign investment for each of the main categories, namely the agriculture category, the manufacturing industry category, the construction category, and the wholesale and retail trade category
DOI: 10.17632/78fsppwkdd.1
title: Guide in Data and Methodology

description: Given the implementation of the Data Security Law in China, the authors do not have permission to share data. We therefore provide a detailed and replicable guide in data and methodology.
DOI: 10.17632/b8ndnkj3sk.1
title: The role of scapolite-bearing granulites in sequestering and releasing sulfur: implications for S isotope signatures of crustal fluids during lower-crustal exhumation

description: EPMA and SIMS data sets for "The role of scapolite-bearing granulites in sequestering and releasing sulfur: implications for S isotope signatures of crustal fluids during lower-crustal exhumation"
DOI: 10.15468/dl.ycev9m
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atriplex mollis Desf.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026345-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nhx267cffj.1
title: Database PYD Arequipa 2024

description: PYD database Arequipa, Peru, 2024
DOI: 10.17632/smh2zk6764.1
title: Managing value creation paradoxes in social business: the role of the digital platform business model

description: Data relating to interviews conducted to research article: Managing value creation paradoxes in social business: the role of the digital platform business model
DOI: 10.17632/57g7fffbtx.1
title: Grape Disease Dataset

description: Grape Disease Dataset
DOI: 10.17632/xntvrz343g
title: UCP and BCP GPS scores

description: This dataset describe GPS and GVS score from CP children with GMFCS I to III and from Unilateral and Bilateral CP.
The purpose of this study was 1) to confirm the validity or our data regarding to those of Baker et al (2009) (difference in GPS score across GMFCS level) 2) to describe difference in GPS and GVS score between children with UCP and BCP, 3) to identify and quantify kinematic impairment in both subtypes of CP.
DOI: 10.17632/xntvrz343g.1
title: UCP and BCP GPS scores

description: This dataset describe GPS and GVS score from CP children with GMFCS I to III and from Unilateral and Bilateral CP.
The purpose of this study was 1) to confirm the validity or our data regarding to those of Baker et al (2009) (difference in GPS score across GMFCS level) 2) to describe difference in GPS and GVS score between children with UCP and BCP, 3) to identify and quantify kinematic impairment in both subtypes of CP.
DOI: 10.5281/zenodo.14199039
title: Stigma toward ASD

description: Stigma scores (social distance) toward ASD
DOI: 10.5281/zenodo.14199040
title: Stigma toward ASD

description: Stigma scores (social distance) toward ASD
DOI: 10.5066/p99z0f3m
title: Data Supporting Studies of Waterbird and Arctic Lake Ecosystems within the National Petroleum Reserve-Alaska, 1974-1992

description: This data package presents raw legacy data collected during 1974-1992 on the Arctic Coastal Plain (primarily in the National Petroleum Reserve - Alaska; NPR-A). The data were collected in support of a long-term multi-species wetland ecosystem study that aimed to provide an understanding of occurrence and densities of bird, mammal, fish, invertebrate, and plant species. The study included the Teshekpuk Lake Special Area (TLSA), as well as focused studies on individual lakes or regions within the special area, including: East Long Lake, West Long Lake, Goose Lake, Island Lake, Square Lake, Meade River (Singiluk), Point Storkersen, and Icy Cape. The study included 10 primary objectives: 1) complete daily weather records, 2) chart avian phenology, 3) census large and small bird species, 4) map bird nests and record success, 5) record caribou movements, 6) sample wetlands for aquatic macroinvertebrates, 7) establish a small mammal trapline, 8) observe activity and feeding habits of molting geese, 9) map vegetation trend plots for ground truth, and 10) record fox observations and den sites. Not all objectives were completed in all years and at all locations.  The data are provided as digital scans (PDF format for documents and JPG format for photographs) of original field data sheets, notebooks, tables, figures, maps, and photographs (scanned film and slides). All data are organized in folders by topic and study site location. Since the data are in original form and were not digitized at the time of data collection, the data have not undergone formal Quality Assurance/Control Quality (QA/QC). Additional documentation of project field methods are limited for most years and locations of study, however, reports summarizing data collected at several locations are listed in the Cross Reference section. These are scanned originals and replications and some text may be illegible.
DOI: 10.15468/dl.jqb7qc
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ips bonanseai Wood & Bright, 1992"
 ]
}

 The dataset includes 62 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026349-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28dmrx
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aubrieta columnae Guss.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 98 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026346-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wx7mv
title: Occurrence Download

description: A dataset containing 495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "Geometry POLYGON((-76.16918 -13.73786,-75.53638 -14.48451,-71.09802 -17.84354,-69.01353 -16.59314,-69.29955 -15.60399,-69.51141 -15.34147,-70.54228 -15.16537,-71.59671 -15.25958,-71.45772 -14.61367,-71.78406 -14.04691,-71.98897 -13.78586,-72.2963 -13.75536,-73.1259 -13.35211,-74.01483 -12.12703,-74.82413 -12.49453,-75.41687 -13.29454,-76.16918 -13.73786))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Asthenes pudibunda (P.L.Sclater, 1874)"
 ]
}

 The dataset includes 495 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026350-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f74pt9
title: Occurrence Download

description: A dataset containing 1578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is one of (Virgin Islands (U.S.), Bahamas, Panama, Honduras, Puerto Rico, Guatemala, Jamaica)",
 "TaxonKey is Drymaeus Albers, 1850"
 ]
}

 The dataset includes 1578 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026351-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxufsd
title: Occurrence Download

description: A dataset containing 2662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "Geometry POLYGON((-128.10001 7.4838,-39.66548 7.4838,-39.66548 30.75583,-128.10001 30.75583,-128.10001 7.4838))",
 "TaxonKey is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 2662 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026352-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98ta44
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aurinia petraea (Ard.) Schur)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 108 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026354-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gu4yw5
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aurinia sinuata (L.) Griseb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 132 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026356-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14198119
title: IMU-Based Tip-Over Dataset for Space Exploration Rover Dynamics and Stability Analysis

description: This dataset provides a comprehensive collection of Inertial Measurement Unit (IMU) sensor data captured from a space exploration rover under varying conditions of terrain, speed, and inclination. The primary goal of this dataset is to enable the study of dynamic stability, specifically the detection and analysis of tip-over events, which are critical for safe and efficient operation of autonomous rovers in extraterrestrial environments.

 

This dataset is provided by the Robotics Innivation Center, DFKI GmbH.

The grant was provided by Federal Ministry for Economic Affairs and Climate Action 

Grant number: 50RA2124
DOI: 10.5281/zenodo.14198120
title: IMU-Based Tip-Over Dataset for Space Exploration Rover Dynamics and Stability Analysis

description: This dataset provides a comprehensive collection of Inertial Measurement Unit (IMU) sensor data captured from a space exploration rover under varying conditions of terrain, speed, and inclination. The primary goal of this dataset is to enable the study of dynamic stability, specifically the detection and analysis of tip-over events, which are critical for safe and efficient operation of autonomous rovers in extraterrestrial environments.

 

This dataset is provided by the Robotics Innivation Center, DFKI GmbH.

The grant was provided by Federal Ministry for Economic Affairs and Climate Action 

Grant number: 50RA2124
DOI: 10.15468/dl.pm2uf9
title: Occurrence Download

description: A dataset containing 2662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "Geometry POLYGON((-128.10001 7.4838,-39.66548 7.4838,-39.66548 30.75583,-128.10001 30.75583,-128.10001 7.4838))",
 "TaxonKey is Rhinella marina (Linnaeus, 1758)"
 ]
}

 The dataset includes 2662 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026357-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.23723829
title: Qualitative Codebook: "Nonbelief Among Ex-Muslims in the United States: A Critical Grounded Theory Study"

description: This codebook includes the core categories, clusters, categories, and initial categories developed for a critical, grounded theory investigation of trajectories to nonbelief among ex-Muslims in the US.
DOI: 10.15468/dl.why733
title: Occurrence Download

description: A dataset containing 885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Spain",
 "DatasetKey is one of (VIT Herbarium - Vascular Plants (The Natural History Museum of Alava), iNaturalist Research-grade Observations, Pl@ntNet automatically identified occurrences, DIBA-Parc Natural del Montseny, Observation.org, Nature data from around the World, Pl@ntNet observations, CeDoc de Biodiversitat Vegetal: BCN-Cormophyta, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA))",
 "Geometry POLYGON((0.84533 40.93748,3.46427 41.22393,3.59612 42.4652,1.33638 42.74255,0.92262 42.65616,0.43157 42.03326,0.50887 40.47826,0.88625 40.93748,0.84533 40.93748))",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio inaequidens DC."
 ]
}

 The dataset includes 885 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026359-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sws6gc
title: Occurrence Download

description: A dataset containing 885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Country is Spain",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Pl@ntNet automatically identified occurrences, DIBA-Parc Natural del Montseny, Observation.org, Nature data from around the World, Pl@ntNet observations, CeDoc de Biodiversitat Vegetal: BCN-Cormophyta, CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA), VIT Herbarium - Vascular Plants (The Natural History Museum of Alava))",
 "Geometry POLYGON((0.17655 42.85819,0.30109 40.48695,1.4618 40.00871,2.74123 41.09491,3.48405 42.01837,3.38442 42.8204,1.33201 42.80546,0.17655 42.85819))",
 "OccurrenceStatus is Present",
 "TaxonKey is Senecio inaequidens DC."
 ]
}

 The dataset includes 885 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026360-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxyc5z
title: Occurrence Download

description: A dataset containing 37163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bellidiastrum michelii Cass.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 37163 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026358-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17633/rd.brunel.27332307
title: <b>Investigating Implicit Bias in Referrals to Psychological Therapies in Mental Health Services: Review and Recommendations</b>

description: This dataset supports a project examining the biases that may influence healthcare professionals when referring patients to community psychological therapies. Biases, whether conscious or unconscious, can shape how patient information is perceived and interpreted, potentially leading to unequal access to necessary mental health support. This review explores the different ways such biases may emerge and impact decisions about which patients receive referrals for psychological therapies.<br>The dataset consists of three parts:<br> 1. Types of Biases: The “Concepts” sheet defines various biases, such as fundamental attribution error and confirmation bias, that may subtly or overtly impact healthcare professionals’ decisions. These definitions serve as a foundation to understand how biases might play a role in referral practices. 2. Research Studies: The “Selected Papers” sheet provides a list of research studies that have explored bias in healthcare settings. Each entry includes information about the study, the type of bias investigated, and its effects on patient outcomes. This information covers various demographics and healthcare settings, offering insights into how and where biases affect referral processes. 3. Search Methodology: The “Search Strategy” sheet outlines the databases and methods used to gather studies for this project, including searches in EMBASE and OVID. This strategy ensures a thorough collection of relevant literature for a more complete analysis.
DOI: 10.17633/rd.brunel.27332307.v1
title: <b>Investigating Implicit Bias in Referrals to Psychological Therapies in Mental Health Services: Review and Recommendations</b>

description: This dataset supports a project examining the biases that may influence healthcare professionals when referring patients to community psychological therapies. Biases, whether conscious or unconscious, can shape how patient information is perceived and interpreted, potentially leading to unequal access to necessary mental health support. This review explores the different ways such biases may emerge and impact decisions about which patients receive referrals for psychological therapies.<br>The dataset consists of three parts:<br> 1. Types of Biases: The “Concepts” sheet defines various biases, such as fundamental attribution error and confirmation bias, that may subtly or overtly impact healthcare professionals’ decisions. These definitions serve as a foundation to understand how biases might play a role in referral practices. 2. Research Studies: The “Selected Papers” sheet provides a list of research studies that have explored bias in healthcare settings. Each entry includes information about the study, the type of bias investigated, and its effects on patient outcomes. This information covers various demographics and healthcare settings, offering insights into how and where biases affect referral processes. 3. Search Methodology: The “Search Strategy” sheet outlines the databases and methods used to gather studies for this project, including searches in EMBASE and OVID. This strategy ensures a thorough collection of relevant literature for a more complete analysis.