cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jy54wc
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 412 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042146-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvyx6a
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 206 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042147-250811113504898/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.29979364.v1
title: Bibliometric Job Search.csv

description: The central nature of employment has motivated intense research interest in peoples’ job search behavior, especially after being conceptualized as a self-regulatory behavior. Given the growing interest and the accumulated research outputs across multiple disciplines in the past two decades, a review and synthesis for much needed insights to guide future research investments is urgent. We identified and analysed 3,535 journal articles drawn from the SCOPUS database between 2001 and 2024 using bibliometric method. An illustrative science mapping demonstrates yearly trends, research collaborators, academic journals, and regions of publications. We found self-regulatory behavior, labor market, recruitment, unemployment, and employment as the major themes associated with job search behavior. We hope that our findings and their implications not only stimulate job search research and intensify collaboration among existing and emerging job search scholars in diverse geographical regions and scientific disciplines but make them more relevant to contemporary job search issues.
DOI: 10.6084/m9.figshare.29979364
title: Bibliometric Job Search.csv

description: The central nature of employment has motivated intense research interest in peoples’ job search behavior, especially after being conceptualized as a self-regulatory behavior. Given the growing interest and the accumulated research outputs across multiple disciplines in the past two decades, a review and synthesis for much needed insights to guide future research investments is urgent. We identified and analysed 3,535 journal articles drawn from the SCOPUS database between 2001 and 2024 using bibliometric method. An illustrative science mapping demonstrates yearly trends, research collaborators, academic journals, and regions of publications. We found self-regulatory behavior, labor market, recruitment, unemployment, and employment as the major themes associated with job search behavior. We hope that our findings and their implications not only stimulate job search research and intensify collaboration among existing and emerging job search scholars in diverse geographical regions and scientific disciplines but make them more relevant to contemporary job search issues.
DOI: 10.23673/re-537
title: Data of Electroreduction of oxygen on iron- and cobalt-containing nitrogen-doped carbon catalysts prepared from the rapeseed press cake

description: The dataset contains the data presented in the figures of the published article "Electroreduction of oxygen on iron- and cobalt-containing nitrogen-doped carbon catalysts prepared from the rapeseed press cake", Journal of Electroanalytical Chemistry 920 (2022) 116599 (https://doi.org/10.1016/j.jelechem.2022.116599). The dataset contains data for Figures 3 and 4.
DOI: 10.15468/dl.tcdyfc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphilophus chancho)",
 "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 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042149-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5t2uwm
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042150-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9fqx3
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042151-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfsa3w
title: Occurrence Download

description: A dataset containing 16848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16848 records from 535 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042152-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16927551
title: Implementation of a low-flow intervention at a veterinary teaching hospital: an environmental initiative - Data
DOI: 10.5281/zenodo.16927552
title: Implementation of a low-flow intervention at a veterinary teaching hospital: an environmental initiative - Data
DOI: 10.15468/dl.mzean6
title: Occurrence Download

description: A dataset containing 4161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (MOZ, MOZ.1_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset includes 4161 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042153-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15272857
title: Dataset of "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion"

description: This dataset supports the article "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion"    

Raw data for the article "Transient Charging of Mixed Ionic-Electronic Conductors by Anomalous Diffusion". For further details see the Readme.txt file.
DOI: 10.15468/dl.nq7uq8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lamprologus symoensi)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042154-250811113504898/datasets/export for details.
DOI: 10.15468/dl.nyrk3x
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 169 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042157-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjp4jt
title: Occurrence Download

description: A dataset containing 953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 953 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042156-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnmm2z
title: Occurrence Download

description: A dataset containing 1768 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Germany",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1768 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042155-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9vnep
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Characodon garmani)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042159-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4jmcar
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 228 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042160-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtzcqm
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 48 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042161-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ezvga
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042158-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbpad3
title: Occurrence Download

description: A dataset containing 1661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((16.66042695267889 48.61323639264562, 16.827222847038268 48.60308953884039, 16.84252320013607 48.71448257210031, 16.675358813162596 48.724655565527385, 16.66042695267889 48.61323639264562))"
 ]
}

 The dataset includes 1661 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042162-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/i6zhu1
title: Replication Data for: Waves of securitisation: the rise, fall and resurgence of citizenship stripping regulations in Europe, 1960 - 2022

description: The rise of citizenship stripping as part of a broader securitisation trend in the post-9/11 world has been frequently observed in public discourse and academic scholarship. Europe has been on the forefront of this trend with an increasing number of states introducing regulations on security-based citizenship deprivation in national legislation since the early 2000s, often allowing for substantial administrative discretion with few procedural safeguards. Remarkably, there is limited understanding of how new this phenomenon is and what the most common deprivation grounds are. In this paper, we leverage new longitudinal data on the regulation of security-based citizenship deprivation in 47 European states, going back to 1960. We identify two ‘waves of securitisation’, including an early wave focused on disloyalty in the 1970s and 1980s. After a liberalising period in the 1990s, we observe a strong resurgence of security-related deprivation provisions. Closer scrutiny of the language deployed by deprivation provisions confirms a discursive shift from concerns about disloyalty towards state security.
DOI: 10.5281/zenodo.16912089
title: Lettuce Dataset with RGB Canopy Images, Biomass, Nutrient Solution, and Environmental Variables for Machine Learning Model Development

description: This dataset contains RGB canopy-cover images, environmental data, nutrient solution, and corresponding biomass measurements of butterhead lettuce (Lactuca sativa var. capitata) grown in a nutrient film technique (NFT) hydroponic system. The experiment was conducted at the Department of Biological and Agricultural Engineering, University of California, Davis.  

The experiment was designed and executed by Saeed Karimzadeh. A detailed description of the experimental setup and methodology is available in the associated PhD dissertation:  👉 https://escholarship.org/uc/item/2x05k7r6

⏱️🎥 Timelapse video: https://youtu.be/CocpBSi-kQM

The experimental system consisted of a two-tier NFT rack supporting a total of 70 lettuce heads (Figure_1a). Environmental variables and nutrient solution properties were continuously monitored throughout the experiment (Figure_1b). The cultivation cycle ran from February 21, 2022, to March 23, 2022.  

------------------------------------

Dataset Contents  

The dataset includes the following components:  



- **Canopy Cover Images (folder: "Canopy Cover") **  - Hourly overhead RGB images captured with an Intel® RealSense™ Depth Camera D405, positioned above the lettuce canopy.    - Images are labeled according to plant position (see Figure_1 for reference).  

- **Environmental and Nutrient Data ("Environment_Solution.xlsx")**    - Time-series data of environmental and solution dynamics, averaged at 30-minute intervals.    - Variables include:      - Water temperature      - Air temperature at upper and lower tiers    - Relative humidity at upper and lower tiers     - Electrical conductivity (EC) of the nutrient solution      - Nutrient reservoir volume  

- **Biomass Measurements ("Biomass.xlsx")**    - Daily non-destructive weighting of fresh biomass (grams) for 18 reference lettuce heads (B22–B47, see Figure_1 for reference).    - Measurements span the entire cultivation cycle (Days After Transplanting, DAT).  


------------------------------------

Figures  

**Figure_1. Experimental Design**    Growth rack layout with two cultivation levels, flow direction, sensor placement, nutrient reservoir, and camera position.  **Figure_2. Canopy Cover Labeling and Biomass Growth**    Example canopy image with labeled lettuce heads (B22–B47) and corresponding biomass time series.  

------------------------------------

Notes  - Lettuce heads are consistently labeled (B22–B47) for cross-referencing between canopy images and biomass data.  - Environmental and biomass datasets are aligned temporally with the image collection period.  

------------------------------------Contact Information:For further information, please contact:Saeed Karimzadeh, Ph.D.📧 skarimzadeh@ucdavis.edu | saeed.karimzadeh.civil@gmail.com
DOI: 10.17026/ar/uf1osa
title: Gemeente Gemert-Bakel Plangebied Milheesestraat Woonwijk 2025 te Milheeze Archeologisch bureauonderzoek BAAC-rapport V-25.0112

description: BAAC heeft een archeologisch vooronderzoek in de vorm van een bureauonderzoek) uitgevoerd in het plangebied Milheesestraat te Milheeze, gemeente Gemert-Bakel. Aanleiding voor het onderzoek is de aanvraag van een omgevingsvergunning voor de bouw van een woonwijk op het perceel.&lt;br&gt;
Uit heb bureauonderzoek blijkt dat het plangebied ligt op rivierafzettingen die in het midden en zuiden van het plangebied zijn afgedekt met een dekzandrug. De verwachte bodemopbouw in het plangebied bestaat uit hoge zwarte enkeerdgronden met een lage grondwaterstand. De dekzandrug is nog grotendeels zichtbaar op de hoogtekaart, al lijkt er in het noorden en ook in het westen sprake te zijn afgravingen en egalisaties. De precieze diepte en oppervlakte van de afgraving is echter op basis van kaartmateriaal niet precies te achterhalen maar waarschijnlijk neemt de diepte van de afgraving af richting het noorden. Het plangebied maakt historisch gezien deel uit van het buitengebied van Milheeze. Er is in het noorden van het plangebied historische bebouwing aanwezig langs de Milheesestraat. Over het plangebied heeft ook een historische weg gelopen. Het plangebied is van oudsher in gebruik geweest als akker. De eerste bebouwing in het plangebied komt uit de jaren ‘70 van de 20e eeuw. Bij onderzoeken in de omgeving van het plangebied zijn met name sporen uit de ijzertijd en middeleeuwen aantroffen ten (zuid)westen) van het plangebied op de dekzandrug. Ten noorden van het plangebied zijn nauwelijks intacte vindplaatsen aanwezig door het ontbreken van een esdek, diepploegen en een historisch hoge grondwaterstand.
Op basis van het bureauonderzoek geldt er voor het midden en zuiden van het plangebied een hoge archeologische verwachting vanwege de intacte dekzandrug met een plaggendek. Specifiek worden er archeologische resten vanaf de steentijd verwacht onder het esdek. De strook langs de Milheesestraat krijgt een hoge verwachting vanwege aanwijzingen voor historische bebouwing en de ligging aan een historisch bewoningslint.&lt;br&gt;
Het noorden van het plangebied krijgt op basis van het bureauonderzoek een middelhoge verwachting. Deze middelhoge verwachting is gebaseerd op de relatief lage ligging ten opzichte van het zuiden van het plangebied en de mogelijke ontgraving.
BAAC adviseert om bij bodemverstorende activiteiten die dieper reiken dan 50 cm -mv een vervolgonderzoek door middel van een proefsleuvenonderzoek uit te laten voeren.
DOI: 10.15468/dl.h8wbnf
title: Occurrence Download

description: A dataset containing 1354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luciobarbus guiraonis)",
 "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 1354 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042166-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkz2sr
title: Occurrence Download

description: A dataset containing 1796 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1796 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042164-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epgt68
title: Occurrence Download

description: A dataset containing 3654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3654 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042165-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qd9z6d
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galega officinalis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 145 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042163-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13848203
title: Data for assigning a proxy variable for office worker in open-ended responses on occupation

description: These three datasets contain data and R code to assign a proxy variable for office worker, based on responses to an open-ended question (OEQ) about occupation in Swedish surveys. The R code and proxy variable can be applied to any dataset with Swedish OEQ about occupation; the R code is also adaptable for OEQ in any language, provided there is a standard classification of occupations in that language.

The R code can be found in the dataset Assigning_office_worker_proxy.R, and the proxy variable in the dataset SSYK12_modified.xlsx (and SSYK12_modified.csv).

The dataset Occupation_response.xlsx (and Occupation_response.csv) gives an example of what can be extracted from a Swedish questionnaire with an OEQ about occupation. The dataset can be replaced with optional data as long as it includes two variables named “ID” and “Occupation_swe” (i.e., occupation title given by respondent).
DOI: 10.5281/zenodo.16925263
title: Data for assigning a proxy variable for office worker in open-ended responses on occupation

description: These three datasets contain data and R code to assign a proxy variable for office worker, based on responses to an open-ended question (OEQ) about occupation in Swedish surveys. The R code and proxy variable can be applied to any dataset with Swedish OEQ about occupation; the R code is also adaptable for OEQ in any language, provided there is a standard classification of occupations in that language.

The R code can be found in the dataset Assigning_office_worker_proxy.R, and the proxy variable in the dataset SSYK12_modified.xlsx (and SSYK12_modified.csv).

The dataset Occupation_response.xlsx (and Occupation_response.csv) gives an example of what can be extracted from a Swedish questionnaire with an OEQ about occupation. The dataset can be replaced with optional data as long as it includes two variables named “ID” and “Occupation_swe” (i.e., occupation title given by respondent).
DOI: 10.5281/zenodo.16941216
title: MANOLO_Ethics and Industrial Advisory Board

description: Setting Up and Maintaining the Ethics & Industrial Advisory Board (EIAB) for the MANOLO project.
DOI: 10.5281/zenodo.16941217
title: MANOLO_Ethics and Industrial Advisory Board

description: Setting Up and Maintaining the Ethics & Industrial Advisory Board (EIAB) for the MANOLO project.