cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17026/ar/0jnnnx
title: PAN-00115772 - coarse ware pot type Hofh. 81-83 / Niederb. 90 / Br. 4

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00115772&lt;/p&gt;
description: Modified: 2025-07-18T16:42:20+02:00
DOI: 10.15468/dl.t5m9zd
title: Occurrence Download

description: A dataset containing 1613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudochondrostoma duriense)",
 "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 1613 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016264-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/owszjf
title: PAN-00139531 - wire brooch with angular bow variant A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00139531&lt;/p&gt;
description: Modified: 2025-05-08T15:18:17+02:00
DOI: 10.5255/ukda-sn-857442
title: Gendered Journeys: The Trajectories of STEM Students and Graduates Through Higher Education and Into Employment, In Multiple Global South Contexts, 2020-2024

description: Women continue to be under-represented globally in Sciences Technology, Engineering and Maths (STEM) disciplines, including all levels of adult education (approximately 35% at undergraduate study, UNESCO, 2017), and through persistent inequalities in STEM research and employment (UNESCO Fact Sheet 60, 2020; Huang et al, 2019). This pattern persists in the UK despite financial and political investment, with the gap even widening in many ‘hard science’ disciplines, widening as one moves up the educational or employment ladder (Jadidi et al, 2019). This pattern is even more disparate in countries with economic instability, and those in the global south (WEF, 2018). Therefore, our international, interdisciplinary team explored this gender gap in Higher Education study and into skilled employment holistically and through the Gendered Journeys (Global Challenge Research Fund ES/T005068/1) project.

This mixed-methods project conducted a large-scale quantitative survey of STEM undergraduates from India (n = 251), Rwanda (n = 196) & UK (n = 218), yielding interesting findings on the gendered experience of Imposter Phenomenon in relation to achievement and attrition intentions, as well as both gender and national differences in stereotypes, physical comfort (habitus fit), confidence, self-efficacy and well-being. Women, regardless of nationality, in the sample reported feeling warmer on average towards women scientists & engineers, but reported higher imposter phenomenon levels, and felt less comfortable in HEI-related spaces than their male counterparts (all p&lt;.05). National differences emerged also, such that the Indian student cohort reported warmer campus/ department climates, than other cohorts, with greater feelings of safety in uni-related spaces, but had the largest gender gap in maths confidence (all p&lt;0.05), a finding mirrored in qualitative interviews in India (but not Rwanda). Although UK women in our sample often reported the lowest scores- for instance in satisfaction and highest in attrition intentions- qualitative interview findings provided stark themes in terms of issues with comfort, belonging, and wide-spread experiences of sexual harassment and gender-based violence (GBV) at or near university spaces. This finding triangulated also with notions of ‘campus curfews’ and divergent rules for women and men. We discuss these findings in relation to cultural stereotypes- particularly around breadwinning and family duties, as well as maths ability- and in relation to cultural attitudes towards GBV. We introduce the work of our intersectionally inclusive online toolkit, as well as the successful knowledge exchange of our collaborative partnerships, in relation to ‘walking the walk’ of intersectionally inclusive STEM education. We embed these findings within the context of more equitable economic outcomes across countries, such as closing the gender pay gap and addressing UN SDGs 4, 5, and 6.
DOI: 10.15468/dl.fh7fa4
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthocyparis nootkatensis",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016265-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzpah4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthocyparis nootkatensis",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016267-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7ruh9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthocyparis nootkatensis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016266-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/a0psoo
title: PAN-00105067 - coin/coin-related, Constantinus I en zonen (306-361), naar, nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105067&lt;/p&gt;
description: Modified: 2025-05-12T08:57:52+02:00
DOI: 10.15468/dl.hb3hxt
title: Occurrence Download

description: A dataset containing 2095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kaloula pulchra",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2095 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016268-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26093/cds/vizier.120410167
title: UBV photometry in Berkeley 32

description: VizieR online Data Catalogue associated with article published in journal Acta Astronomica with title ' Photometric study of the old open cluster Be 32.' (bibcode: 1991AcA....41..167K)
DOI: 10.17026/ar/xjhxqx
title: PAN-00104839 - coin/coin-related, Constantinus I en zonen (306-361), nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00104839&lt;/p&gt;
description: Modified: 2025-05-06T10:06:00+02:00
DOI: 10.34847/nkl.ab5f08f2
title: FRA2019_0117

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.c9ec8770
title: FRA2019_0120

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.ef89fp56
title: FRA2019_0119

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.084a4400
title: FRA2019_0123

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.1d3cb200
title: FRA2019_0118

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.38216yy3
title: FRA2019_0122

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.4833223o
title: FRA2019_0130

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.5c62993m
title: FRA2020_0002

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.8c348i5n
title: FRA2019_0128

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.a5a4797m
title: FRA2020_0001

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.b1ebdx13
title: FRA2019_0125

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.bafec330
title: FRA2019_0129

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.cbca87ye
title: FRA2019_0126

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.34847/nkl.feca3o1n
title: FRA2019_0127

description: Fichier dérivé (TEI).
description: Fichier source (TGD).
description: Fichier source (WAV).
DOI: 10.17026/ar/dqozi4
title: PAN-00173438 - wire brooch with angular bow variant A1

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173438&lt;/p&gt;
description: Modified: 2025-05-30T17:26:05+02:00
DOI: 10.17632/6vgspp7775
title: Long-term planting of trees in urban green spaces reduces soil organic carbon mineralization and promotes carbon sequestration

description: Urban park green spaces serve as critical ecological infrastructure for mitigating the urban heat island effect and function as significant carbon sinks within the urban organic carbon cycle. Some research indicated that the average SOC content in urban parks was 7.9 ± 2.4 kg m-2, which is higher than that of urban non-parks and cropland in the same region. However, current research on organic carbon mineralization within these green spaces remains limited, particularly regarding the contributions of different organic carbon pools to this process.
DOI: 10.17632/6vgspp7775.1
title: Long-term planting of trees in urban green spaces reduces soil organic carbon mineralization and promotes carbon sequestration

description: Urban park green spaces serve as critical ecological infrastructure for mitigating the urban heat island effect and function as significant carbon sinks within the urban organic carbon cycle. Some research indicated that the average SOC content in urban parks was 7.9 ± 2.4 kg m-2, which is higher than that of urban non-parks and cropland in the same region. However, current research on organic carbon mineralization within these green spaces remains limited, particularly regarding the contributions of different organic carbon pools to this process.
DOI: 10.17632/mgv2n2vcb9.2
title: A Bilingual Malay-English Social Media Dataset for Binary Hate Speech Detection

description: This dataset consists of 26,985 bilingual Malay-English social media posts curated for binary hate speech detection tasks. The data are collected and processed from five publicly available sources: HateXplain (English), HateM (Malay), Toxicity-Small (Malay), Snapshot-Twitter-2022 (Malay), and Supervised-Twitter (Malay). Among them, HateXplain, HateM, and Toxicity-Small contain manually annotated labels, while Snapshot and Supervised-Twitter are pseudo-labeled using a custom pipeline.

Each entry includes cleaned social media text, a binary hate speech label (0 = non-hate, 1 = hate), language code (en for English, ms for Malay), and the original source. The dataset is balanced across classes, with 14,642 non-hate and 12,343 hate-labeled entries. Language distribution includes 13,609 English and 13,376 Malay-language texts.

Preprocessing is conducted separately for each language. Malay-language texts underwent spelling correction, slang normalisation, placeholder standardisation (, ), and translation filtering using Malaya NLP tools and custom-built dictionaries. English texts are processed using Ekphrasis to handle social media-specific patterns, emojis, hashtags, and slang. Low-quality or duplicate entries are removed to ensure the data quality. The dataset is stored in CSV format (UTF-8) and is suitable for training and evaluating multilingual and low-resource hate speech detection models.
DOI: 10.17026/ar/ua7zbi
title: PAN-00173492 - ear iron with proto-plates

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173492&lt;/p&gt;
description: Modified: 2025-04-29T15:28:54+02:00
DOI: 10.17632/czyy7jbnb7
title: Data on the correlation between hemostatic parameters before treatment start, and markers of fibrinolysis during treatment in patients with acute pulmonary embolism, undergoing ultrasound-assisted catheter-directed thrombolysis

description: Personalized medicine is nowadays increasingly being used to tailor therapies to the individual needs of patients. We recently demonstrated, that various fibrinolytic parameters, including the plasma-based inducible plasmin-antiplasmin (plap) complex, as well as viscoelastic parameters, predict the individual treatment response in patients with intermediate- or high-risk pulmonary embolism (PE), treated with ultrasound-assisted catheter-directed thrombolysis (USAT). Markers of fibrinolysis and coagulation were assessed before the start of treatment (t0) and during the 10 - 15-hour infusion of recombinant tissue-type plasminogen activator (rt-PA) (t6). While we have already provided evidence of the predictive value of the assessed parameters for efficacy outcomes, in this article we present data on the correlation between these predictive markers and the endogenous fibrinolytic response during USAT. These data confirm the predictive value of the identified pre-treatment parameters for the endogenous treatment response, which may be important for their potential usefulness in modulating treatment decisions and dose adjustments in USAT for PE in the future.
DOI: 10.17632/czyy7jbnb7.2
title: Data on the correlation between hemostatic parameters before treatment start, and markers of fibrinolysis during treatment in patients with acute pulmonary embolism, undergoing ultrasound-assisted catheter-directed thrombolysis

description: Personalized medicine is nowadays increasingly being used to tailor therapies to the individual needs of patients. We recently demonstrated, that various fibrinolytic parameters, including the plasma-based inducible plasmin-antiplasmin (plap) complex, as well as viscoelastic parameters, predict the individual treatment response in patients with intermediate- or high-risk pulmonary embolism (PE), treated with ultrasound-assisted catheter-directed thrombolysis (USAT). Markers of fibrinolysis and coagulation were assessed before the start of treatment (t0) and during the 10 - 15-hour infusion of recombinant tissue-type plasminogen activator (rt-PA) (t6). While we have already provided evidence of the predictive value of the assessed parameters for efficacy outcomes, in this article we present data on the correlation between these predictive markers and the endogenous fibrinolytic response during USAT. These data confirm the predictive value of the identified pre-treatment parameters for the endogenous treatment response, which may be important for their potential usefulness in modulating treatment decisions and dose adjustments in USAT for PE in the future.
DOI: 10.15468/dl.jft645
title: Occurrence Download

description: A dataset containing 157863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "StateProvince is one of (Atacama, Atacama (III Región), Atacama (III), Atacama (III) / Tarapacá (I), Atacama - Region III, Atacama III Region, Atacam Province, Atacama Region III, Atacama Region (III), Atacama Region, Atacama Prov., Atacama Prov, Atacama Department)"
 ]
}

 The dataset includes 157863 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016224-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/k47tjn39v2
title: The Characteristics of the Atmospheric Boundary Layer Structure over the Cosmonaut Sea and Bellinsgauzen Sea during Summer 2021

description: This is the dataset for supporting the research of 'The Characteristics of the Atmospheric Boundary Layer Structure over the Cosmonaut Sea and Bellinsgauzen Sea during Summer 2021'. The radionsonde observation data file includes the observed wind speed, wind direction, temperature, relative humidity, and pressure, with corresponding time, and elevation of capture during 37th Chinese Antarctic Scientific Expedition January 1 to January 30 and from March 2 to March 31 in 2021.
DOI: 10.17632/k47tjn39v2.1
title: The Characteristics of the Atmospheric Boundary Layer Structure over the Cosmonaut Sea and Bellinsgauzen Sea during Summer 2021

description: This is the dataset for supporting the research of 'The Characteristics of the Atmospheric Boundary Layer Structure over the Cosmonaut Sea and Bellinsgauzen Sea during Summer 2021'. The radionsonde observation data file includes the observed wind speed, wind direction, temperature, relative humidity, and pressure, with corresponding time, and elevation of capture during 37th Chinese Antarctic Scientific Expedition January 1 to January 30 and from March 2 to March 31 in 2021.
DOI: 10.17026/ar/seuiyp
title: PAN-00173390 - Aucissa derivative brooch group

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00173390&lt;/p&gt;
description: Modified: 2025-06-05T08:59:07+02:00
DOI: 10.17026/ar/dyyntt
title: PAN-00169985 - base fragment (pottery vessel)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00169985&lt;/p&gt;
description: Modified: 2025-06-13T17:46:06+02:00
DOI: 10.17632/xpztrjcw4v
title: Geriatría en la unidad de cuidados intensivos. Estudio observacional de corte transversal analítico.

description: Estudio observacional retrospectivos que evalúa las características y desenlaces de los pacientes adultos mayores atendidos en la unidad de cuidados intensivos de Villavicencio, Colombia.
DOI: 10.17632/xpztrjcw4v.1
title: Geriatría en la unidad de cuidados intensivos. Estudio observacional de corte transversal analítico.

description: Estudio observacional retrospectivos que evalúa las características y desenlaces de los pacientes adultos mayores atendidos en la unidad de cuidados intensivos de Villavicencio, Colombia.
DOI: 10.17632/zyrcjhwp6p.1
title: Initiatives to support nursing workforce sustainability: Rapid umbrella review extraction data

description: This umbrella review aimed to identify structures that healthcare systems have put in place to stabilize, support, and provide for the sustained enhancement of the nursing workforce, as well as highlight outstanding knowledge gaps.
 
Following screening, we selected 69 studies for inclusion, the majority of which investigated interventions classified as implementation strategies (n=60) or delivery arrangements (n=8) under EPOC taxonomy. We identified heterogeneity in terms of the types of structures identified across reviews and the methods used for their evaluation.

The findings of this umbrella review suggest that there is no one-size-fits-all approach for supporting the nursing workforce; rather, a multi-level, multi-pronged approach may be more appropriate to collectively have the most impactful outcomes. Limitations of this review include the phenomenon of interest (structures) being difficult to define and the inability to capture recently published primary sources. Future studies should incorporate rigorous implementation and evaluation plans, focusing on the long-term impacts of such strategies, and prioritize the dissemination of learnings.
DOI: 10.17026/ar/ytxl8c
title: PAN-00130710 - eye brooch

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00130710&lt;/p&gt;
description: Modified: 2025-04-29T12:17:23+02:00
DOI: 10.17632/h4vz2y8mjt
title: Geriatría quirúrgica, un modelo de atención basado en la evidencia científica

description: Proyectos de investigación relacionados con el enfoque interdisciplinar integral del paciente geriátrico quirúrgico en hospitales de la Orinoquia colombiana
DOI: 10.17632/h4vz2y8mjt.2
title: Geriatría quirúrgica, un modelo de atención basado en la evidencia científica

description: Proyectos de investigación relacionados con el enfoque interdisciplinar integral del paciente geriátrico quirúrgico en hospitales de la Orinoquia colombiana
DOI: 10.17632/4s97yg7j9t
title: NepTrain and NepTrainKit: Automated active learning and visualization toolkit for neuroevolution potentials

description: As a machine-learned potential, the neuroevolution potential (NEP) method features exceptional computational efficiency and has been successfully applied in materials science. Constructing high-quality training datasets is crucial for developing accurate NEP models. However, the preparation and screening of NEP training datasets remain a bottleneck for broader applications due to their time-consuming, labor-intensive, and resource-intensive nature. In this work, we have developed NepTrain and NepTrainKit, which are dedicated to initializing and managing training datasets to generate high-quality training sets while automating NEP model training. NepTrain is an open-source Python package that features a bond length filtering method to effectively identify and remove non-physical structures from molecular dynamics trajectories, thereby ensuring high-quality training datasets. NepTrainKit is a graphical user interface (GUI) software designed specifically for NEP training datasets, providing functionalities for data editing, visualization, and interactive exploration. It integrates key features such as outlier identification, farthest-point sampling, non-physical structure detection, and configuration type selection. The combination of these tools enables users to process datasets more efficiently and conveniently. Using CSPbI3 as a case study, we demonstrate the complete workflow for training NEP models with NepTrain and further validate the models through materials property predictions. We believe this toolkit will greatly benefit researchers working with machine learning interatomic potentials.
DOI: 10.5281/zenodo.17202917
title: Anonymous