cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.24416/uu01-tjp4xg
title: Dataset - Reciprocal relations between symptoms of complicated grief, depression, and anxiety following job loss: A cross-lagged analysis

description: Abstract
Objective: Involuntary job loss can lead to symptoms of complicated grief (CG), depression, and anxiety. Information about the temporal linkage between these symptoms is limited and may have implications for the treatment of those suffering from mental health complaints after dismissal. The aim of this study was to explore the possible reciprocal relationships between symptoms of CG, depression, and anxiety following involuntary job loss.  
Method:  We recruited 128 Dutch workers who had lost their job within the past twelve months, including 72 males and 56 females with an average age of 49.8 (SD = 9.0) years. They completed questionnaires tapping CG, depression, and anxiety symptoms at baseline (Time 1) and a 6-month follow-up (Time 2). Several cross-lagged panel models were compared. 
Results: Our analyses indicated that CG symptom severity following job loss at Time 1 predicted depression at Time 2, but not vice versa. Similar results were found for job loss-related CG and anxiety symptoms. 
Conclusion: Symptom-levels of CG following job loss predict later depression and anxiety symptoms more strongly than vice versa. This implies that screening and targeting job loss-related CG symptoms with early interventions might protect individuals from developing depression or anxiety symptoms after their dismissal.

The first author (JE) was responsible for the data collection.
DOI: 10.24416/uu01-4dsymi
title: Data package with "Noncontacting laser-based acousto-seismics at the laboratory scale: towards near-real-time monitoring of granular analogue models"

description: This data was generated using the seismo-acoustic setup for geological materials in the TecLab in Utrecht, described in the research paper that will accompany this data set. The data has been acquired using a PolyTec Vibrometer, and the data files provided contain all the raw data, processed only for ease of storage and interpretation (such as converting from the raw ADC units to SI units). The data files moreover contain a few datasets generated in postprocessing, such as a time array for each trace, with the same dimensions as the velocity array, a similar time array for the signal strength, and a velocity array which is the average of all the raw velocity data for that source-receiver point pair, including background substraction.

The data is in a custom HDF5 format. While it is possible to handle the data in this Data Publication using any HDF5 reader, it is recommended to use the class ExperimentalData from the data_proc_classes.py Python script. 

The accompanied README.txt file briefly describes the contents of the datapackage required to generate the data-based figures in the publicaton "Noncontacting laser-based acousto-seismics at the laboratory scale: towards near-real-time monitoring of granular analogue models", by Jasper Smits, Ivan Vasconcelos, Ernst Willingshofer and Fred Beekman.

Data files also contain a large amount of metadata regarding settings of the vibrometer and laser, but lacks a description of the sample. The sample is thorougly described in the accompanying publication, but a short description of the sample and sample material is also included in this README. Data regarding the humidity and temperature data is stored only in the notebook 20230303_humidity.ipynb.

This research was enabled by EPOS-NL, the Dutch research infrastructure for solid Earth sciences.

Compiled by
Jasper Smits - j.smits@uu.nl

Alternative contact
Fred Beekman - w.w.w.beekman@uu.nl
DOI: 10.24416/uu01-kuhhzd
title: Data for "Modulation of the post-auricular reflex in response to social and CT-optimal touch"

description: This repository contains the data required to replicate the results presented in the manuscript. There are separate folders for the physiological data (post-auricular reflex recordings) and survey data. These folders also contain information about data processing and analyses. All analyses were conducted in JASP (version 0.18.3). Detailed information about the files in the subfolders can be found in the respective Readme.txt files. Contact person is Birgit Hasenack (b.hasenack@uu.nl).
DOI: 10.24416/uu01-yv9nwd
title: Data supplement to: Active tectonics of the Circum-Pannonian region in the light of updated GNSS network data

description: In this data publication we present the set of input GNSS velocity vectors that are the base for the analysis of the velocity field and strain rate fields in Porkoláb et al. (2023). In that publication we have used GNSS-derived velocity estimates to stochastically interpolate the velocity field of the Circum-Pannonian region, using local ordinary kriging. The focus of the study is on current day deformation of the Pannonian basin, while we also extend our analysis to (parts of) the Dinarides, Eastern Alps, European foreland, East Carpathians, South Carpathians and Transylvanian basin. In subsequent steps derive strain rate and rotation rate fields, using
several quantities derived from principal strain rates.

Data include:
- Input GNSS-derived velocitities (Pannonian Basin and surroundings)
- Interpolated horizontal and vertical velocities
- Strain rates and rotation rate, principal strain rates and functions of principal strain rates

The data is provided in 4 subfolders. Detailed information about the files in these subfolders as well as information on how the data is processed is given in the explanatory file data_publication.pdf. Contact person is Taco Broerse - Researcher - D.B.T.Broerse@uu.nl
DOI: 10.24416/uu01-fscv60
title: Dataset - Complicated Grief following Job Loss - Risk factors for its development and maintenance

description: Abstract
Increasing evidence shows that job loss can lead to symptoms of complicated grief (CG). However, little is known about which factors relate to the development and maintenance of CG symptoms following job loss. This study aimed to examine risk factors for the development and maintenance of job loss-related CG symptoms. For this study 485 Dutch workers who had lost their job were recruited (239 men and 246 women), with an average age of 50.2 years. A subsample of 128 participants also completed questionnaires at a six-month follow-up. We conducted correlational and multiple regression analyses (MRA) to examine the influence of the former work situation, coping strategies, and negative cognitions on job loss-related CG symptoms. MRA results showed that belief in an unjust world was related to job loss-related CG symptoms, cross-sectionally and longitudinally. Further, there was a significant relationship between CG symptoms following job loss and a preference for maladaptive coping over adaptive coping styles and a low level of self-esteem. This effect remained stable over time. These findings can inform the development of interventions for and early detection of job loss-related CG symptoms.

The first author (JE) was responsible for the data collection.
DOI: 10.24416/uu01-hkncgc
title: SUPPLEMENTARY DATA TO:  “Fine micro- and nanoplastics particles (PM2.5) in urban air and their relation to polycyclic aromatic hydrocarbons”

description: This is the repository of the supplementary data and it contains the following files:
•	Raw data files as original output of TD-PTR-ToF-MS for field blank measurements and PM2.5 sample measurements of GDB
•	Raw data files as original output of TD-PTR-ToF-MS for PS spiked measurements
•	xls Data analysis file including raw data, blank subtraction and LOD correction of all measurements for GDB
•	Final mass spectra of all experiments (GDB, field blanks, spiked) used for UFMNP fingerprinting
•	UFMNP fingerprinting results (xls file) for all experiments (GDB, field blanks, spiked)
•	xls Data analysis file including all macro and micro constituents, i.e. OM, EC, PAHs
•	Nanoplastics Fingerprint scripts used for the experiments; All “massLibr*” files contain the mass spectra of virgin plastics with molar ratio (ppb) value for each ion detected in the plastics vapours (3 decimal point precision of m/z). The script files were written in PYTHON (compatible with PYTHON 2 and 3 - all versions). “DataFlip.py” is used for formatting the data into the matrix acceptable for the fingerprinting script. “FngClass.py” and “funFunctions.py” are supporting classes used for the main scripts. matchingTest.py is a main script used for comparing a sample mass spectrum to the one from the plastics library (e.g. for PET use “massLibrPET.csv”). matchingLoopQ4.py is a main script used for comparing all the samples with all the plastics from the library (“massLibr*” files).
•	PTRwid version of software we used for mass spectra and molar ratio extraction.
DOI: 10.24416/uu01-ny6ex3
title: Data and scripts of "Probabilistic Assessment of the Causes of Active Deformation in Greece, Western Anatolia, and the Balkans Using Finite Element Models"

description: Description of the data and scripts of the manuscript "Probabilistic Assessment of the Causes of Active Deformation in Greece, Western Anatolia, and the Balkans Using Finite Element Models" by Rob Govers, Matthew W. Herman, Lukas van de Wiel, and Nicolai Nijholt as initially submitted to AGU journal Tectonics October 2024.
DOI: 10.24416/uu01-ppzyf8
title: Spatial factors influencing the pain-ameliorating effect of CT-Optimal touch: 

description: Anonymous raw data and analysis output
DOI: 10.24416/uu01-a9a28c
title: Supplementary data to: Nanoplastics and ultrafine microplastic in the Dutch Wadden Sea – the hidden plastics debris?

description: Dušan Materić 1,*, Rupert Holzinger1, Helge Niemann2,3

1 Institute for Marine and Atmospheric Research Utrecht, Utrecht University, Princetonplein 5, 3584CC Utrecht, the Netherlands

2 NIOZ Royal Netherlands Institute for Sea Research, Landsdiep 4, 1797 SZ 't Horntje (Texel), the Netherlands

3Department of Earth Sciences, Utrecht University, Princetonplein 5, 3584CC Utrecht, the Netherlands

*Correspondence: d.materic@uu.nl

This is the repository of the supplementary, data and it contains:

1. Raw .h5 data files as the original output of TD-PTR-MS for the direct measurement (Site A);
2. Raw .h5 data files as the original output of TD-PTR-MS for the cascade filtering measurements (Site B); 
3. Raw .h5 data files as the original output of TD-PTR-MS for the calibration measurements (PS and PET); The folder also contains processing files as the output of PTRwid software used;
4. PTRwid version of software we used for mass spectra and molar ratio extraction;
5. PTRwid associated parameters file that contains the parameters for mass spectra extraction (including the ToF transmissions)
6. Nanoplastics Fingerprint scripts used for the experiments; All “massLibr*” files contain the mass spectra of virgin plastics with molar ratio (ppb) value for each ion detected in the plastics vapours (3 decimal point precision of m/z). The script files were written in PYTHON (compatible with PYTHON 2 and 3 - all versions). “DataFlip.py” is used for formatting the data into the matrix acceptable for the fingerprinting script. “FngClass.py” and “funFunctions.py” are supporting classes used for the main scripts. matchingTest.py is a main script used for comparing a sample mass spectrum to the one from the plastics library (e.g. for PET use “massLibrPET.csv”). matchingLoopQ3.py is a main script used for comparing all the samples with all the plastics from the library (“massLibr*” files).
7. Data analysis of mass spectra: subtraction and limit of detection calculation for “Direct WS*” measurement (Site A)
DOI: 10.24416/uu01-ghpumu
title: Data used in "Deep-Learning-Enhanced Electron Microscopy for Earth Material Characterization"

description: Understanding the distribution and characteristics of microstructures is crucial for the stability and effectiveness of subsurface activities. However, achieving statistical representativeness typically demands imaging a large number of samples at high magnification. To address this, we developed a workflow to expedite the imaging process. This method was developed, tested, and benchmarked using microstructural data from Back-Scattered Electron (BSE) maps of Berea sandstone, gabbro, serpentinite, and greenschist samples. BSE maps were captured at pixel resolutions of 50 nm (high resolution, HR) and 200 nm (low resolution, LR), with HR maps embedded within the LR maps. Additionally, for the greenschist sample, an extra map was scanned at 800 nm/pixel.

Using an image registration algorithm, LR (64x64 pixels) and HR (256x256 pixels) image pairs were created for training Deep Learning (DL) models. This publication includes the following data: full-size and downscaled LR and HR BSE maps, paired LR and HR tiles for overlapping LR/HR data, model-generated data, and metrics of model performance.

The image registration algorithm, DL methods, data processing steps, and dataset description are detailed in the research paper "Deep-Learning-Enhanced Electron Microscopy for Earth Material Characterization." For more detailed information about the structure and files in this data publication, refer to the included additional explanation file.
DOI: 10.24416/uu01-7a6zx1
title: Pupils’ prior knowledge about technological systems: design and validation of a diagnostic tool for primary school teachers

description: Data and SPSS syntax
DOI: 10.24416/uu01-6dsajh
title: Friction data of simulated basaltic fault gouge under hydrothermal conditions [updated]

description: We performed friction experiments on simulated basaltic gouge under hydrothermal conditions to investigate roles of subducting oceanic crust on seismogenesis in subduction zones. In this dataset, we report raw data, processed data after removal of seal friction effects, velocity dependence of friction coefficients, and the processing script for each experiment.

The data is provided in 13 zip-files for 13 experiments. Detailed information about the files in these zip-files as well as information on how the data is processed is given in the explanatory file Okuda-et-al-2022-Data-Description.pdf.

A new version of this data package has been published and can been found here: https://public.yoda.uu.nl/geo/UU01/Q0VVEX.html
DOI: 10.24416/uu01-h8zo62
title: Supplementary data to: “Nanoplastics measurements in Northern and Southern Polar Ice”

description: This is the repository of the supplementary, data and it contains:
1. Raw .h5 data files as original output of TD-PTR-MS for Greenland snow firn measurements;
2. Raw .h5 data files as original output of TD-PTR-MS for Antarctica sea ice core measurements;
3. PTRwid version of software we used for mass spectra and molar ratio extraction;
4. Data analysis of mass spectra: subtraction and limit of detection calculation for Greenland measurements; 
5. Data analysis of mass spectra: subtraction and limit of detection calculation for Antarctica measurements; 
7. Nanoplastics Fingerprint scripts used for the experiments; All “massLibr*” files contain the mass spectra of virgin plastics with molar ratio (ppb) value for each ion detected in the plastics vapours (3 decimal point precision of m/z). The script files were written in PYTHON (compatible with PYTHON 2 and 3 - all versions). “DataFlip.py” is used for formatting the data into the matrix acceptable for the fingerprinting script. “FngClass.py” and “funFunctions.py” are supporting classes used for the main scripts. matchingTest.py is a main script used for comparing a sample mass spectrum to the one from the plastics library (e.g. for PET use “massLibrPET.csv”). matchingLoopQ4.py is a main script used for comparing all the samples with all the plastics from the library (“massLibr*” files).
8. Nanoplastics Fingerprint scores for Greenland site; These are the outputs from the script “matchingLoopQ4.py” for each plastics type and contain the parameters used for running the script. 
9. Nanoplastics Fingerprint scores for Antarctica site;
DOI: 10.24416/uu01-k6fcmi
title: Dataset Teacher judgement accuracy of technical abilities in primary education

description: Raw data and analyses used for 
Wammes, D., Slof, B., Schot, W., & Kester, L. (2022). Teacher judgement accuracy of technical abilities in primary education. International Journal of Technology and Design Education, 1-24.
DOI: 10.15468/dl.z4jvxb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Erythrocebus patas"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005395-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24416/uu01-q0vvex
title: Friction data of simulated basaltic fault gouge under hydrothermal conditions

description: We performed friction experiments on simulated basaltic gouge under hydrothermal conditions to investigate roles of subducting oceanic crust on seismogenesis in subduction zones. In this dataset, we report raw data, processed data after removal of seal friction effects, velocity dependence of friction coefficients, and the processing script for each experiment.

The data is provided in 13 zip-files for 13 experiments. Detailed information about the files in these zip-files as well as information on how the data is processed is given in the explanatory file Okuda-et-al-2022-Data-Description.pdf.
DOI: 10.24416/uu01-x8w0uy
title: Supplementary data to: Presence of nanoplastics in rural and remote surface waters

description: This is the repository of the supplementary, data and it contains:
1. Raw .h5 data files as original output of TD-PTR-MS for Swedish measurements;
2. Raw .h5 data files as original output of TD-PTR-MS for Siberian measurements;
3. PTRwid version of software we used for mass spectra and molar ratio extraction;
4. Data analysis of mass spectra: subtraction and limit of detection calculation for Swedish measurements; 
5. Data analysis of mass spectra: subtraction and limit of detection calculation for Siberian measurements; 
6. Final mass spectra for all the experiment that are used for nanoplastics fingerprinting; 
7. Nanoplastics Fingerprint scripts used for the experiments; All “massLibr*” files contain the mass spectra of virgin plastics with molar ratio (ppb) value for each ion detected in the plastics vapours (3 decimal point precision of m/z). The script files were written in PYTHON (compatible with PYTHON 2 and 3 - all versions). “DataFlip.py” is used for formatting the data into the matrix acceptable for the fingerprinting script. “FngClass.py” and “funFunctions.py” are supporting classes used for the main scripts. matchingTest.py is a main script used for comparing a sample mass spectrum to the one from the plastics library (e.g. for PET use “massLibrPET.csv”). matchingLoopQ2.py is a main script used for comparing all the samples with all the plastics from the library (“massLibr*” files).
8. Nanoplastics Fingerprint scores for Sweden site; These are the outputs from the script “matchingLoopQ2.py” for each plastics type and contain the parameters used for running the script. 
9. Nanoplastics Fingerprint scores for Siberian site;
10. HYSPLIT trajectory frequencies for Sweden site (monthly, up to one year prior to the sampling);
11. HYSPLIT trajectory frequencies for Siberian site (monthly, up to one year prior to the sampling).
12. HYSPLIT Dispersion model simulations for Siberian and Sweden site.
DOI: 10.24416/uu01-v10yj8
title: Continuous theta burst stimulation to the medial posterior cerebellum impairs reversal learning in healthy volunteers

description: Data (individual task, questionnaires and heart rate), preprocessing and analysis scripts, medical ethical protocol and manuscript for the paper 'Continuous theta burst stimulation to the medial posterior cerebellum impairs reversal learning in healthy volunteers'.
DOI: 10.24416/uu01-i32z95
title: Data supplement to "A Study in Blue: Secondary Copper-rich Minerals and their Associated Bacterial Diversity in Icelandic Lava Tubes"

description: Lava tubes on Earth represent some of the most enticing Martian analogue environments when investigating the possibility of past or present life on Mars. Lava tubes provide stable, sheltered environments, isolated and protected from the radiation on the surface. The microbial mats in these caves further regulate the environment for life, allowing various microbial communities with different metabolisms to coexist. This adaptation is so successful, one could imagine such a microbe-mineral continuum might occur on other planets. The data from this package is from investigated lava caves in Iceland. The project aims to correlate biological and mineralogical data to describe the interactions between the microbes and their geological substrates, to identify microbe-specific speleothems as biosignatures, and to develop a sampling technique in these fragile environments. This is achieved with a combination of X-ray fluorescence spectroscopy (XRF), DNA sequencing, scanning electron microscopy coupled with energy-dispersive X-ray spectroscopy (SEM/EDS), and confocal Raman microscopy.

The data is provided in 6 subfolders for 6 experiments/samples. Detailed information about the files in these subfolders is given in the explanatory file Kopacz_et_al_2022_Data_description. Contact person is Nina Kopacz - Researcher - k.a.kopacz@uu.nl
DOI: 10.24416/uu01-gmubpe
title: Cerebellar asymmetry of motivational direction: anger‑dependent effects of cerebellar transcranial direct current stimulation on aggression in healthy volunteers

description: Data (individual task, questionnaires and heart rate), preprocessing and analysis scripts, and paper for the study 'Cerebellar asymmetry of motivational direction: anger‑dependent effects of cerebellar transcranial direct current stimulation on aggression in healthy volunteers'.
DOI: 10.24416/uu01-y6a7ni
title: Data supplement to: "Effects of bedrock strength and debris-flow composition on bedrock erosion by debris flows"

description: Experimental data on bedrock erosion by debris flow experiments. The data in this folder is supplementary to the manuscript "Effects of bedrock strength and debris-flow composition on bedrock erosion by debris flows". The folder contains digital elevation models (DEMs) of erodible beds in the Debris Flow Flume in the Earth Simulation Laboratory, and data of sensors in the flume during the experiments.
DOI: 10.24416/uu01-nz8k77
title: Effects of cerebellar transcranial direct current stimulation on reversal learning performance during threat of shock

description: Data (individual task, questionnaires, shock work-up and registration), preprocessing and analysis scripts, ethical approval and manuscript for the paper 'Effects of cerebellar transcranial direct current stimulation on reversal learning performance during threat of shock'.
DOI: 10.24416/uu01-9phkzn
title: Highly Strained Tricyclic Oxanorbornenes with Uncommon Reactivity Enable Rapid ROMP for High-Performance Polyenes

description: The data package contains the spectroscopic (NMR, IR), thermoanalytic (TGA, DSC), chromatographic (GPC), and computational (DFT) data for this publication.