cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48580/d394m.v77
title: A review of Newportia species in the subgenus Newportides Chamberlin, 1921 (Scolopendromorpha, Scolopocryptopidae, Newportiinae)
DOI: 10.48580/d394n.v84
title: Taxonomic contributions to Ageniella Banks, 1912 (Hymenoptera: Pompilidae) from Brazil
DOI: 10.48580/d394j.v81
title: A new soldier beetle Malthinellus exiguus sp. nov. (Coleoptera: Cantharidae) from the Ryukyus in southwestern Japan, with a key to Japanese species
DOI: 10.48580/d3949.v91
title: On a new species of Micrambe from Africa (Coleoptera, Cryptophagidae)
DOI: 10.48580/d394d.v82
title: Phylogenetic and morphological resolution of the Helobdella stagnalis species-complex (Annelida: Clitellata: Hirudinea)
DOI: 10.48580/d394f.v82
title: Taxonomic status of two populations of Bent-toed Geckos of the Cyrtodactylus irregularis complex (Squamata: Gekkonidae) with description of a new species from Nui Chua National Park, southern Vietnam
DOI: 10.48580/d394g.v83
title: Dalmatosomatidae, a new monotypic family, and Dalmatosoma agaricum gen. et sp. nov. (Diplopoda: Chordeumatida: Craspedosomatidea) from Croatia, Balkan Peninsula
DOI: 10.48580/d394h.v87
title: Brazilian Pseudochironomini (Diptera: Chironomidae) Part 2. New Pseudochironomus and Riethia species
DOI: 10.48580/d394b.v81
title: Orbinia wui, a new species from China, with redescription of O. dicrochaeta Wu, 1962 (Annelida, Orbiniidae)
DOI: 10.48580/d3944.v85
title: A new species of Diaphorocera from Morocco with unclear relationships and a key to the species (Coleoptera, Meloidae, Cerocomini)
DOI: 10.48580/d3945.v84
title: A new species of Arachnanthus from the Red Sea (Cnidaria, Ceriantharia)
DOI: 10.48580/d3946.v85
title: Echinotermesbiriba, a new genus and species of soldierless termite from the Colombian and Peruvian Amazon (Termitidae, Apicotermitinae)
DOI: 10.17632/ys7hhyx935.1
title: Clinical Characteristics, Subtype Classification and Prognostic Factors of Ophiasis: a Retrospective Study of 150 Patients with Therapeutic Implications

description: Supplementary Table. 1 detailing demographic and clinical characteristics of ophiasis with mono-hairline, patchy AA and diffuse AA. Supplementary Table. 2 detailing trichoscopy characteristics of ophiasis with mono-hairline, patchy AA and diffuse AA. Supplementary Table. 3 detailing SALT50 and SALT75 efficacy in ophiasis patients of different subtypes and clinical characteristics. Supplementary Figure.1 detailing images of pattern I, pattern Ⅱ and pattern Ⅲ. Supplementary Figure.2 detailing the difference in demographic and clinical characteristics of ophiasis, patchy AA, acute diffuse and total alopecia and alopecia universalis / alopecia totalis patients. Supplementary Figure.3 detailing the difference in trichoscopy characteristics of ophiasis, patchy AA, ADTA and AU/AT patients. Supplementary Figure.4 detailing characteristic trichoscopy findings in ophiasis. Supplementary Figure.5 detailing the difference in demographic and clinical characteristics of ophiasis with mono-hairline, patchy AA and diffuse AA. Supplementary Figure.6 detailing the difference in trichoscopy characteristics of ophiasis with mono-hairline, patchy AA and diffuse AA.
DOI: 10.17632/smydkbpgnf.1
title: Health assessment and size measurement of Atlantic salmon from pictures and videos in a commercial sea cage at 4 depths

description: This repository contains the raw data and R scripts used in the statistical analyses for our publication: "Exploring physical health and size stratifications of Atlantic salmon (Salmo salar) with depth in a commercial sea cage." We encourage readers to consult the article for detailed information on data collection, variable definitions, analytical methods, and conclusions.

We present the raw health scoring data for our two datasets, the stereovision dataset and the CView Eye (automatic sensor; CView Eye 2023-2024, Createview AS, Molde, Norway) dataset, along with size measurements: fork length (measured using EventMeasure; V6.43–64 bit, SeaGIS Pty Ltd 2006–2024, Bacchus Marsh VIC, Australia) for the stereovision dataset, and weight (automatically measured by the stereovision cameras of the sensor) for the CView Eye dataset. Data were collected at four depths (1 m, 5 m, 9 m, and 14 m) in a commercial sea cage (Gudmundset fish farm in Møre og Romsdal county, Norway) between June and August 2024.

For the health assessments, fish were scored from 0 = no damage to 3 = serious damage, following the Laksvel protocol ("A standardised, operational welfare monitoring protocol for Atlantic salmon held in sea cages", Nilsson et al., 2025) for the selected indicators: spinal deformity (SD), jaw deformity (JD), emaciation (E), operculum damage (O), scale loss (SL), Body wound (BW). In the Stereovision dataset, scoring was performed manually from video footage. In the CView Eye dataset, scoring was performed manually on a random selection of images selected by the sensor.

Dataset Summary
Stereovision dataset:
4,053 fish scored and measured for fork length
→ File: HealthScoring-LengthMsrts-Stereovision.xlsx

CView Eye dataset:
8,641 fish scored (note: not all indicators were possible to score due to bad fish orientation, visibility, or lighting on the pictures)
→ File: HealthScoring_fromsensorpictures.xlsx
57,616 fish retained for weight estimation
→ File: SizeMsrts_automaticsensor.xlsx

Statistical Analyses
Principal Component Analysis (PCA) was used to explore correlations among health indicators
→ Script: PCAscript.R

Generalized Linear Mixed Models were applied to each health indicator as an outcome variable for both datasets
→ Scripts: HealthScores_analysis_Stereovision.R, HealthScores_analysis_CViewdata.R

Linear Mixed-Effects Models were used to analyze size data (length or weight)
→ Scripts: Length_analysis_Stereovision.R, Weight_analysis_CViewdata.R
DOI: 10.5281/zenodo.18472790
title: Smartpixels 16x16 datasets

description: The response of pixelated silicon sensors to incident charged particles (pions) was simulated using kinematic properties derived from fitted CMS Run‑2 tracks. Silvaco TCAD and a time-sliced version of PixelAV were used to simulate the initial electron-hole pairs produced in the active material of the pixel detector and subsequently calculate the induced signals. The pixel detector is taken to be a 16x16 array of pixels situated along a barrel layer (radius=30 mm) that is parallel to the beamline and centered around the interaction point. The detector is immersed in a 3.8T magnetic field parallel to the sensor X coordinate. Simulation datasets were produced for a single sensor geometry with pixel dimensions of 50x12.5x100 um^3. The schematic diagrams (SP_coordinates.pdf and y-local_coordinate.pdf) illustrate relevant geometric parameters of the simulation framework.

Three datasets were generated for this configuration. The dataset 2s_16x16_50x12P5x100 corresponds to a physical pT dataset for a 16x16 pixel array with pixel dimensions of 50 um (along X), 12.5 um (along Y), and 100 um thickness (along Z). The dataset 3s_16x16_50x12P5x100 corresponds to a flat pT sample with the same sensor geometry. The flat pT corresponds to tracks that have a uniform distribution in transverse momentum in the 0 to 5 GeV range. The physical pT corresponds to tracks with a pT distribution similar to what is observed in CMS minimum-bias data. Finally, the dataset 3sExtended_16x16_50x12P5x100 uses the same sensor geometry and flat pT distribution but includes an extended range of incident angles to support the training of machine-learning algorithms.

Truth properties of each particle are saved in the labels files, which include columns x-entry, y-entry, z-entry, n_x, n_y, n_z, number_eh_pairs, y-local, pt, cotAlpha, cotBeta, y-midplane, x-midplane. The particle impact point on the sensor surface is described by (x-entry, y-entry), and the impact point at the sensor mid-plane (i.e., at Z=sensor thickness/2) of the sensor is (x-midplane, y-midplane). These impact points are in units of microns. The track direction is a unit vector given by (n_x, n_y, n_z). The number of electron-hole pairs created in the active silicon volume is number_eh_pairs. The y distance in mm between the center of the 16x16 pixel array and the center of a flat module is denoted by y-local (see included diagram). As illustrated in SP_coordinates.pdf, please note the differences between the barrel and endcap module coordinate systems. The particle transverse momentum in GeV is stored in the pt variable, with the sign indicating the sign of the particle charge. The angle of incidence in the x-z plane is described by cotAlpha, and the angle of incidence in the y-z plane (the bending plane of the magnetic field) is described by cotBeta.

The deposited charge per pixel per time slice is saved in the recon3D files. Reshaping each line as (20,16,16) gives the three-dimensional cluster in (time, y, x). Each slice in time corresponds to a window of 200 ps.
DOI: 10.5281/zenodo.18472791
title: Smartpixels 16x16 datasets

description: The response of pixelated silicon sensors to incident charged particles (pions) was simulated using kinematic properties derived from fitted CMS Run‑2 tracks. Silvaco TCAD and a time-sliced version of PixelAV were used to simulate the initial electron-hole pairs produced in the active material of the pixel detector and subsequently calculate the induced signals. The pixel detector is taken to be a 16x16 array of pixels situated along a barrel layer (radius=30 mm) that is parallel to the beamline and centered around the interaction point. The detector is immersed in a 3.8T magnetic field parallel to the sensor X coordinate. Simulation datasets were produced for a single sensor geometry with pixel dimensions of 50x12.5x100 um^3. The schematic diagrams (SP_coordinates.pdf and y-local_coordinate.pdf) illustrate relevant geometric parameters of the simulation framework.

Three datasets were generated for this configuration. The dataset 2s_16x16_50x12P5x100 corresponds to a physical pT dataset for a 16x16 pixel array with pixel dimensions of 50 um (along X), 12.5 um (along Y), and 100 um thickness (along Z). The dataset 3s_16x16_50x12P5x100 corresponds to a flat pT sample with the same sensor geometry. The flat pT corresponds to tracks that have a uniform distribution in transverse momentum in the 0 to 5 GeV range. The physical pT corresponds to tracks with a pT distribution similar to what is observed in CMS minimum-bias data. Finally, the dataset 3sExtended_16x16_50x12P5x100 uses the same sensor geometry and flat pT distribution but includes an extended range of incident angles to support the training of machine-learning algorithms.

Truth properties of each particle are saved in the labels files, which include columns x-entry, y-entry, z-entry, n_x, n_y, n_z, number_eh_pairs, y-local, pt, cotAlpha, cotBeta, y-midplane, x-midplane. The particle impact point on the sensor surface is described by (x-entry, y-entry), and the impact point at the sensor mid-plane (i.e., at Z=sensor thickness/2) of the sensor is (x-midplane, y-midplane). These impact points are in units of microns. The track direction is a unit vector given by (n_x, n_y, n_z). The number of electron-hole pairs created in the active silicon volume is number_eh_pairs. The y distance in mm between the center of the 16x16 pixel array and the center of a flat module is denoted by y-local (see included diagram). As illustrated in SP_coordinates.pdf, please note the differences between the barrel and endcap module coordinate systems. The particle transverse momentum in GeV is stored in the pt variable, with the sign indicating the sign of the particle charge. The angle of incidence in the x-z plane is described by cotAlpha, and the angle of incidence in the y-z plane (the bending plane of the magnetic field) is described by cotBeta.

The deposited charge per pixel per time slice is saved in the recon3D files. Reshaping each line as (20,16,16) gives the three-dimensional cluster in (time, y, x). Each slice in time corresponds to a window of 200 ps.
DOI: 10.17632/yrzngz38g3
title: Uncropped gels, raw data and plasmid sequences for publication 'Human DNA polymerase η is regulated by mutually exclusive mono-ubiquitination and mono-NEDDylation'

description: Plasmid files, uncropped immunoblots, and immunofluorescence images for publication: 

Natália C Moreno, Emilie J Korchak, Marcela T Latancia, Dana A D’Orlando, Temidayo Adegbenro, Ryan P Barnes, Irina Bezsonova, Roger Woodgate, Nicholas W Ashton, Human DNA polymerase η is regulated by mutually exclusive mono-ubiquitination and mono-NEDDylation, Nucleic Acids Research, Volume 54, Issue 4, 27 February 2026, gkag098, https://doi.org/10.1093/nar/gkag098

Images from an additional third replicate of the immunofluorescence studies are available on request to Dr. Woodgate. These images were excluded from this submission due to space constraints.
DOI: 10.17632/yrzngz38g3.2
title: Uncropped gels, raw data and plasmid sequences for publication 'Human DNA polymerase η is regulated by mutually exclusive mono-ubiquitination and mono-NEDDylation'

description: Plasmid files, uncropped immunoblots, and immunofluorescence images for publication: 

Natália C Moreno, Emilie J Korchak, Marcela T Latancia, Dana A D’Orlando, Temidayo Adegbenro, Ryan P Barnes, Irina Bezsonova, Roger Woodgate, Nicholas W Ashton, Human DNA polymerase η is regulated by mutually exclusive mono-ubiquitination and mono-NEDDylation, Nucleic Acids Research, Volume 54, Issue 4, 27 February 2026, gkag098, https://doi.org/10.1093/nar/gkag098

Images from an additional third replicate of the immunofluorescence studies are available on request to Dr. Woodgate. These images were excluded from this submission due to space constraints.
DOI: 10.3535/6j5-y0h-swn
title: Ranunculus lanuginosus L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr36691
title: Afrobarometer Round 6: The Quality of Democracy and Governance in Madagascar, 2014-2015
title: Archival Version

description: The Afrobarometer is a comparative series of public attitude surveys that collects and disseminates data regarding Africans' views on democracy, governance, the economy, civil society, and related issues. This particular data collection was concerned with the attitudes and opinions of the citizens of Madagascar, and also includes a number of "country-specific questions" designed specifically for the Madagascar survey.
The data are collected from nationally representative samples in face-to-face interviews in the language of the respondent's choice. Standard topics for the Afrobarometer include attitudes toward and evaluations of democracy, governance and economic conditions, political participation, and national identity. In addition, Round 6 surveys included special modules on taxation; tolerance; crime, conflict and insecurity; political corruption; inter-regional relations; perceptions of China; use of technology; and social service delivery. "Country-specific questions" focused on mining sector contribution; national reconciliation and development; and political crises.

The surveys also collect a large set of socio-demographic indicators such as age, gender, education level, poverty level, language and ethnicity, and religious affiliation, as well as political party affiliation. Afrobarometer Round 6 surveys were implemented in 36 countries.
description: There data are not weighted. However, this collection contains the weight variable WITHINWT, that should be used in any analysis. This weight was created to account for individual selection probabilities.
description: Response Rates: 88.1%
description: The Afrobarometer uses a clustered, stratified, multi-stage, area probability sample design. The sample is designed as a representative cross-section of all citizens of voting age in a given country. The goal is to give every adult citizen an equal and known chance of selection for interview. This objective is reached by (a) strictly applying random selection methods at every stage of sampling and by (b) applying sampling with probability proportionate to population size wherever possible. A randomly selected sample of 1,200 cases allows inferences to national adult populations with a margin of sampling error of no more than plus or minus 3 percent with a confidence level of 95 percent. If the sample size is increased to 2,400, the confidence interval shrinks to plus or minus 2 percent. For more information on sampling, please refer to the sampling principles page of the Afrobarometer Web site.
description: Datasets: 
DS1: Afrobarometer Round 6: The Quality of Democracy and Governance in Madagascar, 2014-2015
description: Non-institutionalized citizens of Madagascar at least 18 years of age. Smallest Geographic Unit: Region
description: face-to-face interview; paper and pencil interview (PAPI)Additional information on the Afrobarometer Survey can be found on the Afrobarometer Web site.This collection contains verbatim responses in French, no translations were provided.
DOI: 10.3535/c79-dwy-wvr
title: Thymus longicaulis subsp. chaubardii (Rchb.f.) Jalas

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ykw-94g-ld8
title: Handroanthus pulcherrimus (Sandwith) S. O. Grose

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr36694
title: Afrobarometer Round 6: The Quality of Democracy and Governance in Malawi, 2014
title: Archival Version

description: The Afrobarometer is a comparative series of public attitude surveys that collects and disseminates data regarding Africans' views on democracy, governance, the economy, civil society, and related issues. This particular data collection was concerned with the attitudes and opinions of the citizens of Malawi, and also includes a number of "country-specific questions" designed specifically for the Malawi survey.The data are collected from nationally representative samples in face-to-face interviews in the language of the respondent's choice. Standard topics for the Afrobarometer include attitudes toward and evaluations of democracy, governance and economic conditions, political participation, and national identity. In addition, Round 6 surveys included special modules on living conditions; crime; taxation; perceptions of China; political corruption; interregional relations; media sources; community; legal proceedings; tolerance; conflict and insecurity; use of technology; and social service delivery.The surveys also collect a large set of socio-demographic indicators such as age, gender, education level, poverty level, language and ethnicity, and religious affiliation, as well as political party affiliation. Afrobarometer Round 6 surveys were implemented in 36 countries.
description: The data are not weighted. However, this collection contains the weight variable WITHINWT, that should be used in any analysis. This weight was created to account for individual selection probabilities.
description: The Afrobarometer uses a clustered, stratified, multi-stage, area probability sample design. The sample is designed as a representative cross-section of all citizens of voting age in a given country. The goal is to give every adult citizen an equal and known chance of selection for interview. This objective is reached by (a) strictly applying random selection methods at every stage of sampling and by (b) applying sampling with probability proportionate to population size wherever possible. A randomly selected sample of 1,200 cases allows inferences to national adult populations with a margin of sampling error of no more than plus or minus 3 percent with a confidence level of 95 percent. If the sample size is increased to 2,400, the confidence interval shrinks to plus or minus 2 percent.
For more information on sampling, please refer to the Sampling Principles page of the Afrobarometer page of the website.
description: Datasets: 
DS1: Afrobarometer Round 6: The Quality of Democracy and Governance in Malawi, 2014
description: Citizens of Malawi aged 18 years or older. Smallest Geographic Unit: district
description: face-to-face interview; paper and pencil interview (PAPI)Additional information about the Afrobarometer Survey can be found at the Afrobarometer website.
DOI: 10.3535/6kp-9gl-pqm
title: Calamagrostis epigejos (L.) Roth

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/x95-4jg-km6
title: Oxytropis czapan-daghi B.Fedtsch.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/5dd-dkt-j00
title: Tommasinia altissima (Mill.) Reduron

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lx5-hzg-p62
title: Grielum L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/1z1-qjn-bx2
title: Graecobolanthus laconicus (Boiss.) Madhani & Zarre

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/qmb-mh0-gve
title: Aegilops crassa Boiss. ex Hohen.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3886/icpsr36735
title: Afrobarometer Round 6: The Quality of Democracy and Governance in Mauritius, 2014
title: Archival Version

description: The Afrobarometer is a comparative series of public attitude surveys that collects and disseminates data regarding Africans' views on democracy, governance, the economy, civil society, and related issues. This particular data collection was concerned with the attitudes and opinions of the citizens of Mauritius, and also includes a number of "country-specific questions" designed specifically for the Mauritius survey.


The data are collected from nationally representative samples in face-to-face interviews in the language of the respondent's choice. Standard topics for the Afrobarometer include attitudes toward and evaluations of democracy, governance and economic conditions, political participation, and national identity. In addition, Round 6 surveys included special modules on taxation; tolerance; crime, conflict and insecurity; political corruption; interregional relations; perceptions of China; use of technology; and social service delivery.


The surveys also collect a large set of socio-demographic indicators such as age, gender, education level, poverty level, language and ethnicity, and religious affiliation, as well as political party affiliation. Afrobarometer Round 6 surveys were implemented in 36 countries.
description: The data are not weighted. However, this collection contains the weight variable WITHINWT, that should be used in any analysis. This weight was created to account for individual selection probabilities.
description: Response Rates: 67.9%
description: The Afrobarometer uses a clustered, stratified, multi-stage, area probability sample design. The sample is designed as a representative cross-section of all citizens of voting age in a given country. The goal is to give every adult citizen an equal and known chance of selection for interview. This objective is reached by (a) strictly applying random selection methods at every stage of sampling and by (b) applying sampling with probability proportionate to population size wherever possible. A randomly selected sample of 1,200 cases allows inferences to national adult populations with a margin of sampling error of no more than plus or minus 3 percent with a confidence level of 95 percent. If the sample size is increased to 2,400, the confidence interval shrinks to plus or minus 2 percent.
For more information on sampling, please refer to the sampling principles page of the Afrobarometer Web site.
description: Datasets: 
DS1: Afrobarometer Round 6: The Quality of Democracy and Governance in Mauritius, 2014
description: Citizens aged 18 years or older, excluding institutionalized populations. Smallest Geographic Unit: Region
description: face-to-face interview; paper and pencil interview (PAPI)Additional information on the Afrobarometer Survey can be found on the Afrobarometer Web site.The Data Collection Instrument was in French. No additional information was provided.