cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21357438.v1
title: Self-reported voice difficulties in educational professionals during COVID-19 in Quebec: a cross-sectional mixed-methods study

description: <b>Background:</b> The health measures imposed by COVID-19 on workplaces created adverse communication settings. Our cross-sectional study aimed to document the nature and severity of the vocal difficulties experienced by educational professionals a few weeks after the implementation of health measures in schools and early childhood settings in Quebec, Canada while teaching in class. <b>Methods:</b> To this end, we conducted a self-report survey containing nine close-ended questions and one open-ended question regarding self-reported vocal difficulties and the implementation of health measures. The survey was answered by 194 educational professionals in October 2020. <b>Results:</b> Since the introduction of the health measures, respondents reported often or always: having difficulty making themselves heard (66.5%), needing to strain their voice (68.1%), having throat pain after work (38.1%), and being concerned about their vocal health (25.2%). 35.6% perceived that their voice changed moderately or a lot and 75.3% did not feel equipped to take care of their vocal health. Fisher's exact tests revealed the difficulties overall were more present in women (<i>p</i> &lt; 0.05). <b>Discussion:</b> The qualitative analysis of open-ended question answers shows a circular process at play, where the vocal responses to the COVID-19-induced communication barriers contribute to creating more problematic communication settings, thus increasing the challenges for vocal health. Better equipping the professionals to take care of their vocal health by developing resources in their professional settings to help them face vocal challenges in both every day as well as extreme situations, should be a priority.
DOI: 10.15468/dl.6qw38d
title: Occurrence Download

description: A dataset containing 5295274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1980-2024"
 ]
}

 The dataset includes 5295274 records from 2410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088720-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5lhn9q
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003014-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfjgpd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001737-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybszq2
title: Occurrence Download

description: A dataset listing the 62 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de datos y catálogo de helmintos parásitos de anuros de México"
 ]
}

 The dataset's 62 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175309-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsdrkf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003044-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5tccz
title: Occurrence Download

description: A dataset containing 34785078 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fungi"
 ]
}

 The dataset includes 34785078 records from 3356 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0175374-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/a0m-xjs-mn1
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1vn-t6e-7az
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kc4-xz4-5fp
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0qp-0y7-w12
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/8z7-drx-rqv
title: Porphyry

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/scq-kxk-4p9
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.uv6e3k
title: Occurrence Download

description: A dataset containing 2976 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vultur gryphus",
 "Country is Colombia",
 "HasCoordinate is true",
 "Year is greater than or equal to 2018",
 "Year is less than or equal to 2025",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Specimen)"
 ]
}

 The dataset includes 2976 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012163-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6fz-fs9-wyj
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/k2n-9hy-9tm
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sbs-g3y-wwy
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hp5-czz-c5g
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xh4-vg4-8d1
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1mr-mzh-0hz
title: Hornblende schist

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6sp-4xj-760
title: Porphyry

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/ymx-dsd-y2q
title: Syenite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.8gn7jd
title: Occurrence Download

description: A dataset containing 37276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirundo rustica Linnaeus, 1758",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Türkiye",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 37276 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007169-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ubmdv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACP5850"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009826-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yc38zr
title: Occurrence Download

description: A dataset containing 168 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 countrycode countrycode,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 2440012 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2440012 OR CAST(occurrence.kingdomkey AS INTEGER) = 2440012 OR CAST(occurrence.phylumkey AS INTEGER) = 2440012 OR CAST(occurrence.classkey AS INTEGER) = 2440012 OR CAST(occurrence.orderkey AS INTEGER) = 2440012 OR CAST(occurrence.familykey AS INTEGER) = 2440012 OR CAST(occurrence.genuskey AS INTEGER) = 2440012 OR CAST(occurrence.specieskey AS INTEGER) = 2440012)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year",
 occurrence.countrycode

 The dataset's 168 records were derived from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009811-250711103210423/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.29448302
title: VR 360 Bach tung diep park 3

description: This is a raw 360 recording related to the Digital Thrownness field trips research material.
DOI: 10.6084/m9.figshare.29448302.v1
title: VR 360 Bach tung diep park 3

description: This is a raw 360 recording related to the Digital Thrownness field trips research material.
DOI: 10.15468/dl.zttd5y
title: Occurrence Download

description: A dataset containing 61289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Augochlorella aurata"
 ]
}

 The dataset includes 61289 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009783-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsdfr2
title: Occurrence Download

description: A dataset containing 4698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Observation, Human Observation, Occurrence evidence)",
 "GadmGid is one of (NOR.17_1, SWE.10_1, FIN.2_1, NOR.5_1, FIN.3.2_1, FIN.5.2_1, FIN.5.8_1, FIN.1.2_1, FIN.3.1_1, FIN.1.1_1, EST, LTU, POL, BLR, RUS)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lymnocryptes minimus",
 "Year 2015-2024"
 ]
}

 The dataset includes 4698 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009828-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uznz2
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACP6117"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009829-250711103210423/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.29448341
title: VR 360 Bach tung diep park 4

description: This is a raw 360 recording related to the Digital Thrownness field trips research material.
DOI: 10.6084/m9.figshare.29448341.v1
title: VR 360 Bach tung diep park 4

description: This is a raw 360 recording related to the Digital Thrownness field trips research material.
DOI: 10.15468/dl.pe6tg6
title: Occurrence Download

description: A dataset containing 7238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago lanceolata",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7238 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009830-250711103210423/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.29555324
title: Data for "<i>Sub-picosecond topological phase transition in nonlinear exciton-polariton superlattices"</i>

description: This dataset supports the findings reported in the manuscript titled "<i>Sub-picosecond topological phase transition in nonlinear exciton-polariton superlattices".</i>
DOI: 10.6084/m9.figshare.29555324.v1
title: Data for "<i>Sub-picosecond topological phase transition in nonlinear exciton-polariton superlattices"</i>

description: This dataset supports the findings reported in the manuscript titled "<i>Sub-picosecond topological phase transition in nonlinear exciton-polariton superlattices".</i>
DOI: 10.15468/dl.mbedva
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACP5898"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009833-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubwfgn
title: Occurrence Download

description: A dataset containing 11030 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aurinia saxatilis"
 ]
}

 The dataset includes 11030 records from 327 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009831-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwg6py
title: Occurrence Download

description: A dataset containing 51827 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Coleoptera collection (EC) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 51827 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009823-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tdsa3
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Buddleja davidii",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 670 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009834-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zupws
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACP6224"
 ]
}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009835-250711103210423/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.29555639.v1
title: Cloning wars - an air-layering technique for Planchonella australis for cultivation as a commercial crop. Attrition Rates.

description: The development of an air-layering technique for a Planchonella australis variant to achieve a true-to-type fruit for cultivation as a commercial crop. Attrition rates data set.
DOI: 10.5281/zenodo.15873359
title: Plant image classification dataset

description: Overview:

This repository contains 1215 high-resolution RGB images captured by PSNC and WODR for the dataset specifically designed for training two models to recognize Cercospora Leaf  in beet and Brown Rust of Rye in rye. 

The dataset has been utilized to train CNN models for product avaiable at AI4EOSC marketplace that are integrated into the mobile application of eDWIN advisory platform. 

Dataset Composition:

The dataset is organized into separate directories for each plant and class:

├── beet/│   ├── unaffected/│   │   ├── 03007677-7ac3-4753-8785-b18141c5e116.jpg│   │   ├──147fdffc-ecd3-4b36-b08f-8dd2e0d0875f.jpg│   │   └── ...   │   └── cercospora/│         ├── 023469c9-9c0f-4691-8d80-f2deb540af5c.jpg│         ├──071a839d-f590-4971-94e5-78183215bc26.jpg│         └── ...└── rye/    ├── unaffected/    │     ├── 0bhbfd34899f8sdsk.jpg    │     ├── 098u98nhju9889fgf.jpg    │     └── ...    └── brown_rust/            ├──0gjnj3bj5hbjh54sab.jpg            ├──b09difas90jnis0ndin.jpg            └── ...Usage:

The dataset is structured to aid in the development and testing of models for agricultural disease detection. The following table represents structure of dataset_overview.csv:




Plant
Class
Filename


beet
unaffected
03007677-7ac3-4753-8785-b18141c5e116.jpg


beet
cercospora
023469c9-9c0f-4691-8d80-f2deb540af5c.jpg


rye
unaffected
0bhbfd34899f8sdsk.jpg


rye
brown_rust
0gjnj3bj5hbjh54sab.jpg




Note:

All data were recorded under various field conditions, and experts verified annotations to ensure the accuracy of labels. The dataset is continually updated with new data and annotations to enhance model robustness and accuracy.
DOI: 10.5281/zenodo.15873360
title: Plant image classification dataset

description: Overview:

This repository contains 1215 high-resolution RGB images captured by PSNC and WODR for the dataset specifically designed for training two models to recognize Cercospora Leaf  in beet and Brown Rust of Rye in rye. 

The dataset has been utilized to train CNN models for product avaiable at AI4EOSC marketplace that are integrated into the mobile application of eDWIN advisory platform. 

Dataset Composition:

The dataset is organized into separate directories for each plant and class:

├── beet/│   ├── unaffected/│   │   ├── 03007677-7ac3-4753-8785-b18141c5e116.jpg│   │   ├──147fdffc-ecd3-4b36-b08f-8dd2e0d0875f.jpg│   │   └── ...   │   └── cercospora/│         ├── 023469c9-9c0f-4691-8d80-f2deb540af5c.jpg│         ├──071a839d-f590-4971-94e5-78183215bc26.jpg│         └── ...└── rye/    ├── unaffected/    │     ├── 0bhbfd34899f8sdsk.jpg    │     ├── 098u98nhju9889fgf.jpg    │     └── ...    └── brown_rust/            ├──0gjnj3bj5hbjh54sab.jpg            ├──b09difas90jnis0ndin.jpg            └── ...Usage:

The dataset is structured to aid in the development and testing of models for agricultural disease detection. The following table represents structure of dataset_overview.csv:




Plant
Class
Filename


beet
unaffected
03007677-7ac3-4753-8785-b18141c5e116.jpg


beet
cercospora
023469c9-9c0f-4691-8d80-f2deb540af5c.jpg


rye
unaffected
0bhbfd34899f8sdsk.jpg


rye
brown_rust
0gjnj3bj5hbjh54sab.jpg




Note:

All data were recorded under various field conditions, and experts verified annotations to ensure the accuracy of labels. The dataset is continually updated with new data and annotations to enhance model robustness and accuracy.
DOI: 10.5281/zenodo.15876434
title: Code for calculating Progenitor score

description: The progenitor score is a scoring system that quantifies the level of  differentiation of a sample based on given explanatory variables,  with normal stem cells as 0 and progenitor cells as 1.
DOI: 10.5281/zenodo.15876435
title: Code for calculating Progenitor score

description: The progenitor score is a scoring system that quantifies the level of  differentiation of a sample based on given explanatory variables,  with normal stem cells as 0 and progenitor cells as 1.
DOI: 10.15468/dl.wbn7n9
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schismatomma ricasolii",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 403 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009837-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkfms2
title: Occurrence Download

description: A dataset containing 1631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diphasiastrum alpinum",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1631 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009838-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yxtb7
title: Occurrence Download

description: A dataset containing 5084 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Averrhoa carambola"
 ]
}

 The dataset includes 5084 records from 364 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009836-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15876516
title: Dataset
DOI: 10.5281/zenodo.15359110
title: Infrared and Isotope data for high temperature burning experiment

description: This dataset includes infrared and isotope data from skeletal remains burned at high temperatures (700-1400°C) under oxidising conditions to investigate the structural and isotopic alterations of cortical bone bioapatite.