cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17024700
title: Lake Michigan 2023/2024 Windsond Dataset and Analysis Scripts

description: This repository contains data collected from Windsond launches over western Lake Michigan from the University of Wisconsin-Milwaukee's Neeskay Research Vessel, alongside a series of scripts and data analysis images used for publication in the Weather and Forecasting Journal.

Windsond data are stored in windsond_data_files.zip folder with a nn-mmddyyyy naming convention, where nn refers to the internal mission number. Each mission begins around 0800 Central Daylight Time (CDT) and ends around 1600 CDT, with approximately twelve to fifteen Windsond launches conducted per mission at intervals fo 20 to 60 min. Soundings have a filenaming convention of yyyy-mm-dd_hhmm.*, where the hour and minute are in local time (Central Daylight Time unless otherwise indicated) and refer to the time at which the sonde was first paired with its receiver (typically 1-5 min prior to launch). There are typically five files per launch:



*.kml - contains the latitude, longitude, and altitude for each data point along the sounding's path

*.sharppy.png - SHARPpy-generated visualization of the sounding

*.sharppy.txt - sounding data in SHARPpy text format, with headers

*.sounding - sounding data in Windsond format

*.sounding.csv - sounding data in comma-separated format, with headers


Temperature data use version 3.5.2 of Windsond's radiation correction algorithm - the most recent version of the algorithm with improved radiation correction to prior versions (i.e. version 3.0). Data are not further quality controlled; only standard Windsond internal (i.e., automated) quality-control procedures are applied.

The scripts used to create the figures for the journal article are stored in the python_scipts.zip folder in the repository. The scripts are titled based on their utilization in figure creation. For example, fig1_script.py was used to create figure 1, fig2_script.py was used to create figure 2, etc. Some scripts were used to create multiple figures, which is specified in the naming convention of the .py files. The figures themselves are stored in the numbered_figures.zip folder in this repository.
DOI: 10.15468/dl.b4yr7a
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirschfeldia incana",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011054-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz7eg6
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola faurieana"
 ]
}

 The dataset includes 419 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011050-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q95ry7
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirschfeldia incana",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 89 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011053-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18434/mds2-3951
title: Dataset in support of publication : Sensitivity Comparison of Rydberg Atom-Based Radio-Frequency Electric Field Detection: Ionization Current Versus Optical Readout
DOI: 10.15468/dl.uscqfn
title: Occurrence Download

description: A dataset containing 321155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((-0.78294 45.85703,-0.43107 45.85396,-0.43414 46.12588,-0.77942 46.12544,-0.78294 45.85703))",
 "Year 2000-2025"
 ]
}

 The dataset includes 321155 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011000-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsse6q
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nothobranchius krysanovi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011055-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16909828
title: Data set of employee beliefs, perceptions, and behaviours regarding circularity

description: Design:



Cross-sectional online survey in 5 countries - Germany, Italy, Lithuania, Netherlands, UK

Recruitment of participants via the panel company Ipsos

Length of questionnaire ca. 10 minutes (median)


Participants:



Employees from Germany (781 participants), Italy (877 participants), Lithuania (264 participants), the Netherlands (796 participants), the United Kingdom (673 participants).

Employees from the mobility, housing/building, and manufacturing sectors could participate. The latter did not answer questions about consumers' values, beliefs, and preferences.


This dataset content consists of 4 parts:



Questions regarding perceptions of different societal actors, i.e. government, businesses, consumers, employees, and their role in advancing circularity

Questions regarding perceptions of consumers: their values, beliefs, and willingness to engage in circular behaviours in mobility and housing

Questions regarding employees perceptions of their organisation and their behaviours at work to advance circularity

Questions regarding employees overall behaviours to advance circularity, e.g. by trying to influence the government, or other citizens, and related beliefs


The two datsets uploaded have the numerical values, e.g. 1-5 for the countries, and the labels for each, e.g. the country names.

The uploaded Excel includes all variables with the exact phrasing and naming in the dataset, the scales for each variable, and the 5 language versions.
DOI: 10.5281/zenodo.16909830
title: Data set of employee beliefs, perceptions, and behaviours regarding circularity

description: Design:



Cross-sectional online survey in 5 countries - Germany, Italy, Lithuania, Netherlands, UK

Recruitment of participants via the panel company Ipsos

Length of questionnaire ca. 10 minutes (median)


Participants:



Employees from Germany (781 participants), Italy (877 participants), Lithuania (264 participants), the Netherlands (796 participants), the United Kingdom (673 participants).

Employees from the mobility, housing/building, and manufacturing sectors could participate. The latter did not answer questions about consumers' values, beliefs, and preferences.


This dataset content consists of 4 parts:



Questions regarding perceptions of different societal actors, i.e. government, businesses, consumers, employees, and their role in advancing circularity

Questions regarding perceptions of consumers: their values, beliefs, and willingness to engage in circular behaviours in mobility and housing

Questions regarding employees perceptions of their organisation and their behaviours at work to advance circularity

Questions regarding employees overall behaviours to advance circularity, e.g. by trying to influence the government, or other citizens, and related beliefs


The two datsets uploaded have the numerical values, e.g. 1-5 for the countries, and the labels for each, e.g. the country names.

The uploaded Excel includes all variables with the exact phrasing and naming in the dataset, the scales for each variable, and the 5 language versions.
DOI: 10.15468/dl.mecskb
title: Occurrence Download

description: A dataset containing 853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Cobitis taenia",
 "Year 2000-2025"
 ]
}

 The dataset includes 853 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011056-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkw9sp
title: Occurrence Download

description: A dataset containing 9182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acinonyx"
 ]
}

 The dataset includes 9182 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011057-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dej5e
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tellinella cruciata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 121 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011058-250914085247600/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.30148834
title: ChatGPT Data

description: This study investigates the academic use of ChatGPT among Vietnamese postgraduate students in healthcare—a topic that remains underexplored despite growing interest in AI tools in higher education. Through a cross-sectional survey of 301 students, the study examines how ChatGPT is used for academic purposes and identifies key factors influencing its adoption. The findings reveal moderate levels of use, with students mainly employing ChatGPT to clarify complex content and generate writing outlines. Notably, utilization is significantly associated with students’ knowledge of the tool and their attitudes toward technology, suggesting the need for targeted educational interventions to enhance critical and informed use of AI in academic contexts.
DOI: 10.6084/m9.figshare.30148834.v1
title: ChatGPT Data

description: This study investigates the academic use of ChatGPT among Vietnamese postgraduate students in healthcare—a topic that remains underexplored despite growing interest in AI tools in higher education. Through a cross-sectional survey of 301 students, the study examines how ChatGPT is used for academic purposes and identifies key factors influencing its adoption. The findings reveal moderate levels of use, with students mainly employing ChatGPT to clarify complex content and generate writing outlines. Notably, utilization is significantly associated with students’ knowledge of the tool and their attitudes toward technology, suggesting the need for targeted educational interventions to enhance critical and informed use of AI in academic contexts.
DOI: 10.15468/dl.dna9f2
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirschfeldia incana",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 74 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011061-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rftuve
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirschfeldia incana",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 61 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011059-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqehjf
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hirschfeldia incana",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011060-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/3ebc-u72s
title: Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/mbh2-9pvy
title: Sulphate_corrected at Rigi

description: Measurement of Sulphate_corrected at Rigi
DOI: 10.48597/3458-xq5y
title: Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/nk5k-6rhs
title: Inorganics in air and particle phase at Rigi

description: Measurement of Inorganics in air and particle phase at Rigi
DOI: 10.48597/2xv5-pafq
title: Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/duk5-8mra
title: Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/u2bg-pey8
title: Conductivity at Rigi

description: Measurement of Conductivity at Rigi
DOI: 10.48597/2vhp-sdg8
title: Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/4kx8-6pep
title: Precipitation_amount at Rigi

description: Measurement of Precipitation_amount at Rigi
DOI: 10.48597/542p-gmwb
title: Chloride at Rigi

description: Measurement of Chloride at Rigi
DOI: 10.48597/5y3p-ac58
title: Sodium at Rigi

description: Measurement of Sodium at Rigi
DOI: 10.48597/6pdk-7974
title: Potassium at Rigi

description: Measurement of Potassium at Rigi
DOI: 10.48597/9psf-bwce
title: Magnesium at Rigi

description: Measurement of Magnesium at Rigi
DOI: 10.6084/m9.figshare.30148897
title: Cochlear implant recipient volunteer partnerships: perceptions of an adult peer community

description: To describe adult cochlear implant (CI) recipient volunteer partnerships, as perceived by CI volunteers, in terms of support and informational counselling. By exploring the dynamics of these partnerships, valuable insights are gained into the effectiveness of volunteer support systems, contributing to peer-based interventions and the overall well-being of CI recipients navigating the complexities of cochlear implantation. Focus group discussions were conducted with eight adult CI volunteers, and qualitative data were thematically analysed. Four overarching themes were identified: (1) Sharing personal experiences, (2) Information broker, (3) Providing support, and (4) Recommendations for CI volunteer partnerships. Insights from CI volunteers highlight the value of peer support in enhancing person-centred audiological care. The study identifies a need for structured volunteer involvement in CI programs and marks an initial exploration of CI volunteering and mentoring. Collaboration between CI volunteers and hearing healthcare professionals highlights the importance of CI programs providing comprehensive informational counselling.Counselling should integrate technical aspects of CIs with personal experiences shared by CI volunteers, addressing both clinical and human dimensions of the CI journey.CI volunteers play a critical role in providing emotional support throughout the CI journey, suggesting the need to integrate peer mentoring into rehabilitation programs to sustain CI recipients’ psychological well-being.CI programs should involve CI volunteers in advocacy efforts to raise awareness and foster supportive CI communities. Collaboration between CI volunteers and hearing healthcare professionals highlights the importance of CI programs providing comprehensive informational counselling. Counselling should integrate technical aspects of CIs with personal experiences shared by CI volunteers, addressing both clinical and human dimensions of the CI journey. CI volunteers play a critical role in providing emotional support throughout the CI journey, suggesting the need to integrate peer mentoring into rehabilitation programs to sustain CI recipients’ psychological well-being. CI programs should involve CI volunteers in advocacy efforts to raise awareness and foster supportive CI communities.
DOI: 10.6084/m9.figshare.30148897.v1
title: Cochlear implant recipient volunteer partnerships: perceptions of an adult peer community

description: To describe adult cochlear implant (CI) recipient volunteer partnerships, as perceived by CI volunteers, in terms of support and informational counselling. By exploring the dynamics of these partnerships, valuable insights are gained into the effectiveness of volunteer support systems, contributing to peer-based interventions and the overall well-being of CI recipients navigating the complexities of cochlear implantation. Focus group discussions were conducted with eight adult CI volunteers, and qualitative data were thematically analysed. Four overarching themes were identified: (1) Sharing personal experiences, (2) Information broker, (3) Providing support, and (4) Recommendations for CI volunteer partnerships. Insights from CI volunteers highlight the value of peer support in enhancing person-centred audiological care. The study identifies a need for structured volunteer involvement in CI programs and marks an initial exploration of CI volunteering and mentoring. Collaboration between CI volunteers and hearing healthcare professionals highlights the importance of CI programs providing comprehensive informational counselling.Counselling should integrate technical aspects of CIs with personal experiences shared by CI volunteers, addressing both clinical and human dimensions of the CI journey.CI volunteers play a critical role in providing emotional support throughout the CI journey, suggesting the need to integrate peer mentoring into rehabilitation programs to sustain CI recipients’ psychological well-being.CI programs should involve CI volunteers in advocacy efforts to raise awareness and foster supportive CI communities. Collaboration between CI volunteers and hearing healthcare professionals highlights the importance of CI programs providing comprehensive informational counselling. Counselling should integrate technical aspects of CIs with personal experiences shared by CI volunteers, addressing both clinical and human dimensions of the CI journey. CI volunteers play a critical role in providing emotional support throughout the CI journey, suggesting the need to integrate peer mentoring into rehabilitation programs to sustain CI recipients’ psychological well-being. CI programs should involve CI volunteers in advocacy efforts to raise awareness and foster supportive CI communities.
DOI: 10.15468/dl.rjb86a
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Imparfinis spurrellii)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011063-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/dgxx-haue
title: Conductivity at Rigi

description: Measurement of Conductivity at Rigi
DOI: 10.48597/mes2-yyck
title: pH at Rigi

description: Measurement of pH at Rigi
DOI: 10.48597/p2zn-bkds
title: Sulphate_total at Rigi

description: Measurement of Sulphate_total at Rigi
DOI: 10.15468/dl.rjbmcc
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 100.0-1000000.0",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysolophus amherstiae",
 "Year 1980-2025"
 ]
}

 The dataset includes 84 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011062-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/ra7g-unk8
title: Calcium at Rigi

description: Measurement of Calcium at Rigi
DOI: 10.48597/sc84-fcbt
title: Ammonium at Rigi

description: Measurement of Ammonium at Rigi
DOI: 10.48597/zkq6-u6rm
title: Nitrate at Rigi

description: Measurement of Nitrate at Rigi
DOI: 10.48597/3b5e-435f
title: Sulphur_dioxide at Rigi

description: Measurement of Sulphur_dioxide at Rigi
DOI: 10.48597/b6sh-888v
title: Sulphate_corrected at Rigi

description: Measurement of Sulphate_corrected at Rigi
DOI: 10.48597/35mj-nq36
title: Nitrogen_dioxide at Rigi

description: Measurement of Nitrogen_dioxide at Rigi
DOI: 10.48597/a7p3-u4s9
title: Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/j8gd-9j6j
title: Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/6thf-wmjc
title: Measurement of Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/jkwm-ftzh
title: Measurement of Sulphate_corrected at Rigi

description: Measurement of Sulphate_corrected at Rigi
DOI: 10.48597/2a3n-c3su
title: Measurement of Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/urvc-gg6q
title: Measurement of Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/a8x4-efzk
title: Measurement of Conductivity at Rigi

description: Measurement of Conductivity at Rigi
DOI: 10.48597/mrsv-bmuu
title: Measurement of Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/tqzs-84ap
title: Measurement of Inorganics in precipitation at Rigi

description: Measurement of Inorganics in precipitation at Rigi
DOI: 10.48597/9ra8-r5cj
title: Measurement of Ammonium at Rigi

description: Measurement of Ammonium at Rigi
DOI: 10.48597/e8kc-3z6k
title: Measurement of Calcium at Rigi

description: Measurement of Calcium at Rigi
DOI: 10.48597/hucp-p536
title: Measurement of pH at Rigi

description: Measurement of pH at Rigi
DOI: 10.48597/hxgv-32y6
title: Measurement of Potassium at Rigi

description: Measurement of Potassium at Rigi
DOI: 10.48597/ked2-awnk
title: Measurement of Sulphate_total at Rigi

description: Measurement of Sulphate_total at Rigi
DOI: 10.48597/mx72-7z2j
title: Measurement of Nitrate at Rigi

description: Measurement of Nitrate at Rigi
DOI: 10.48597/txcj-wxkh
title: Measurement of Sodium at Rigi

description: Measurement of Sodium at Rigi
DOI: 10.48597/upyz-ttvj
title: Measurement of Magnesium at Rigi

description: Measurement of Magnesium at Rigi
DOI: 10.48597/vg5k-q8ag
title: Measurement of Precipitation_amount at Rigi

description: Measurement of Precipitation_amount at Rigi