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

description: A dataset containing 359012 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos, Arthurdendyus triangulatus, Cabomba caroliniana, Callosciurus finlaysonii, Cherax destructor, Corvus splendens, Crassula helmsii, Elodea densa, Eriocheir sinensis, Erythranthe guttata, Faxonius immunis, Faxonius juvenilis, Faxonius rusticus, Faxonius virilis, Gambusia affinis, Heracleum mantegazzianum, Heracleum persicum, Heracleum pubescens, Houttuynia cordata, , Impatiens glandulifera, Koenigia polystachya, Lagarosiphon major, Lepomis gibbosus, Limnoperna fortunei, Ludwigia grandiflora, Ludwigia peploides, Lysichiton americanus, Morone americana, Muntiacus reevesi, Myriophyllum aquaticum, Myriophyllum heterophyllum, Pacifastacus leniusculus, Petasites japonicus, Pontederia cordata, Procambarus acutus, Procambarus clarkii, Procambarus virginalis, Pseudorasbora parva, Pycnonotus cafer, Saururus cernuus, Sciurus carolinensis, Sciurus niger, Solenopsis invicta, Solenopsis richteri, Threskiornis aethiopicus, Vespa velutina, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 359012 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023323-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7hfhw
title: Occurrence Download

description: A dataset containing 13520 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -20.914722",
 "DecimalLatitude is less than or equal to -15.914722",
 "DecimalLongitude is greater than or equal to 35.0",
 "DecimalLongitude is less than or equal to 40.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 13520 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023355-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mnqwq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoplostethus atlanticus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1800",
 "Year is less than or equal to 1809"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023356-251120083545085/datasets/export for details.
DOI: 10.17026/ar/fewqeo
title: PAN-00108201 - coin/coin-related, Constantinus I (306-337), nummus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00108201&lt;/p&gt;
description: Modified: 2025-06-17T08:00:41+02:00
DOI: 10.5281/zenodo.17795769
title: TU-GUT-SYSY v3 – Final Form One Principle, Zero Parameters: Spacetime exists only where electromagnetic vacuum entanglement entropy can still increase

description: Questo articolo di 9 pagine è la versione definitiva e finale del programma TU-GUT-SYSY sviluppato da Simon Soliman (ricercatore indipendente, Roma). Partendo dalla singola affermazione ontologica

“lo spaziotempo esiste solo dove e mentre l’entropia di entanglement del vuoto elettromagnetico può ancora aumentare”,

l'intera catena di ragionamento viene presentata passo dopo passo esattamente come è emersa: superconduttori di laboratorio (riduzione di peso quando S = S_max localmente)

densità della materia oscura galattica ρ_DM = 0,300 GeV/cm³ derivata dalla coerenza magnetica (sintonizzazione zero)

buchi neri astrofisici come regioni di entanglement globalmente saturo (nessuno spaziotempo interno, nessuna singolarità, T_Hawking = 0 esattamente)

accelerazione cosmica tardiva da entanglement residuo quasi uniforme (energia oscura)

plasma cosmico come laboratorio macroscopico osservabile del processo

Tutti i principali fenomeni gravitazionali e cosmologici vengono riprodotti con parametri liberi esattamente pari a zero e senza campi aggiuntivi. Versioni precedenti:

v1 → https://doi.org/10.5281/zenodo.17794324

v2 → https://doi.org/10.5281/zenodo.17795466 Lavoro indipendente – nessuna affiliazione, nessun finanziamento

Contatto: mechudzu@outlook.it
DOI: 10.15468/dl.nvxyyc
title: Occurrence Download

description: A dataset containing 1196898 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 1196898 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023345-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/q56yw
title: problem-solving first for learning with video
DOI: 10.17605/osf.io/7ryu4
title: Uncovering the Main and Interacting Impact of Workaholism on Momentary Hedonic Tone at Work: An Experience Sampling Approach - Supplementary Materials

description: Open data and data analysis syntax and full outputs of the article "Uncovering the Main and Interacting Impact of Workaholism on Momentary Hedonic Tone at Work: An Experience Sampling Approach"
DOI: 10.15785/sbgrid/1218
title: X-Ray Diffraction data from Rv0097 in apo state, source of 9P9N structure

description: Native dataset
DOI: 10.17605/osf.io/zv5q8
title: Examining the Association between Heat Exposure and Crime in Cities across the United States: A Scoping Review

description: The aim of this scoping review is to comprehensively summarize the current evidence of the association between heat exposure and crime rates in urban settings in the U.S.
DOI: 10.15468/dl.ruehu5
title: Occurrence Download

description: A dataset containing 23379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -15.914722",
 "DecimalLatitude is less than or equal to -10.914722",
 "DecimalLongitude is greater than or equal to 35.0",
 "DecimalLongitude is less than or equal to 40.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 23379 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023357-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/bknqj
title: OUTPUT Sports

description: Data represent peak velocity during the performance of a drag-flick captured simultaneously by a wearable sensor and a lab-based motion analysis system
DOI: 10.15468/dl.7d4mk2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoplostethus atlanticus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 1819"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023358-251120083545085/datasets/export for details.
DOI: 10.17026/ar/45fid3
title: PAN-00105151 - coin/coin-related, Constantinus I en zonen (306-361), naar, nummus (minissimus)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00105151&lt;/p&gt;
description: Modified: 2025-06-02T06:08:31+02:00
DOI: 10.15468/dl.zdewe7
title: Occurrence Download

description: A dataset containing 96784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Repatriated is false",
 "TaxonKey is Passeriformes",
 "Year 2007-2007"
 ]
}

 The dataset includes 96784 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023341-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbufq6
title: Occurrence Download

description: A dataset containing 2126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eubalaena japonica"
 ]
}

 The dataset includes 2126 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023359-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/gwumr
title: Urban-Rural Electoral Divides dataset

description: Dataset of national elections outcomes disaggregated at low geographic levels, with comparable measurements of urban-rural electoral divides over time and across countries, at both level of elections and individual parties
DOI: 10.17026/ar/oiwc7s
title: PAN-00103180 - watch key

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00103180&lt;/p&gt;
description: Modified: 2025-08-15T12:29:30+02:00
DOI: 10.17605/osf.io/fmys5
title: Pain and space in fibromyalgia: effects of chronic and temporary pain in distance estimations
DOI: 10.15468/dl.h3uaps
title: Occurrence Download

description: A dataset containing 7993 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 7993 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023360-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75axzp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoplostethus atlanticus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1820",
 "Year is less than or equal to 1829"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023361-251120083545085/datasets/export for details.
DOI: 10.17605/osf.io/hnzq6
title: Dataset for a systematic review and thematic synthesis of the experiences of living within PFAS-polluted environs.

description: This study pertains to the examination of the impact of corporate environmental crimes involving Per- and polyfluoroalkyl substances (PFAS) pollution on individuals, particularly those residing in close proximity to affected areas and individuals who have professional exposure to PFAS. The primary objective of this research endeavor is to identify and analyze critical aspects of victimology in the context of such environmental crimes. 

Our research adheres rigorously to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and encompasses an analysis of 27 documents originating from the United States, Australia, Italy, Sweden, and the United Kingdom. We meticulously extracted pertinent information in accordance with the COREQ Checklist and conducted an open coding analysis employing the Atlas.ti software.

The outcome of our analysis revealed the presence of five discernible stages within the PFAS adaptation process experienced by affected individuals and communities. These stages encompass the pre-discovery phase, during which individuals are unaware of PFAS contamination, followed by the discovery phase, characterized by the acknowledgment of contamination. Subsequently, individuals undergo lifestyle changes, experience alterations in their social networks, and sometimes engage in activism to address the adverse consequences of PFAS pollution. Within each of these five phases, unique lived experiences of victims come to the fore, encompassing physical, psychological, emotional, and socio-economic dimensions.

To enhance comprehension of the intricate dynamics and broader implications of PFAS pollution on victims, we have developed a conceptual framework incorporating these five distinct phases. This framework serves as a visual representation aiding in the understanding of the multifaceted nature of victim experiences.

This study underscores the pressing need for an expanded knowledge base concerning corporate environmental crimes, particularly as it pertains to comprehending the experiences of victims and the profound ramifications of PFAS pollution. By focusing on victimology within the context of corporate environmental offenses, this systematic review sheds light on previously obscured facets of victimization. It emphasizes the imperative of acknowledging and addressing the consequences of PFAS pollution and underscores the necessity for further research to deepen our comprehension of its implications for affected individuals and communities. 

Ultimately, this research serves as a poignant reminder of the imperative to consider the experiences of those residing in proximity to corporate entities and individuals employed within industries that handle PFAS, thereby facilitating more informed and compassionate approaches to addressing corporate environmental crimes.
DOI: 10.17026/ar/vzrl4s
title: PAN-00002720 - coin/coin-related, Tetricus I (271-274), naar, antoninianus

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00002720&lt;/p&gt;
description: Modified: 2025-08-19T10:04:17+02:00
DOI: 10.17605/osf.io/s7mwg
title: SAVANT_MEG_Dataset_Bangla
DOI: 10.17605/osf.io/m3xdb
title: A systematic mapping review of the evolution of the rat Forced Swim Test: protocols and outcome parameters

description: Searchable spreadsheet with all described data within the publication "A systematic mapping review of the evolution of the rat Forced Swim Test: protocols and outcome parameters".
DOI: 10.6084/m9.figshare.30768221.v1
title: <b>Phenology and voltinism of </b><b><i>Paropsisterna cloelia</i></b><b> and </b><b><i>Paropsis charybdis</i></b><b> (Coleoptera: Chrysomelidae) in New Zealand</b>

description: This item include the datasets underlying our study of phenology and voltinism of two invasive paropsine leaf beetle species in New Zealand. The<i> Eucalyptus </i>variegated beetle (<i>Paropsisterna cloelia</i>)<i> </i>established in New Zealand in 2016 and has caused substantial damage on selected host species. Previous field observations suggested that <i>Pst. cloelia </i>larvae may feed for a longer period during the year than the closely related <i>Eucalyptus </i>tortoise beetle (<i>Paropsis charybdis</i>), New Zealand’s current most damaging eucalypt defoliator. Phenology and voltinism of these two invasive paropsine leaf beetles were quantified over two eucalypt growing seasons at two sites planted with <i>Eucalyptus bosistoana </i>in Marlborough, New Zealand. Results show that the availability of new foliage determined voltinism and phenology of <i>P. charybdis </i>and <i>Pst. cloelia</i> and that phenology of both species coincided at both field sites. As availability of new leaves in spring and mid-summer prompts oviposition, both species had two generations at the site where trees produced new leaves in spring and mid-summer and one generation at the site where trees only produced new leaves in spring. Additionally, field observations indicate that both species have the potential for a third generation if the growing season is extended and trees produce new foliage three times. These conditions may be met in the Northland and coastal Bay of Plenty regions. Consequently, we conclude <i>Pst. cloelia </i>does not produce more generations than <i>P. charybdis </i>and larval activity coincided during the sampling seasons. <i>Paropsisterna cloelia </i>is expected to spread throughout New Zealand over time and may become as damaging as <i>P. charybdis </i>on its preferred eucalypt hosts. We suggest future research to quantify phenology and voltinism of both paropsines in warm/wet regions of New Zealand, establish development models to inform pest management, and define host preferences for risk assessment.
DOI: 10.6084/m9.figshare.30768221
title: <b>Phenology and voltinism of </b><b><i>Paropsisterna cloelia</i></b><b> and </b><b><i>Paropsis charybdis</i></b><b> (Coleoptera: Chrysomelidae) in New Zealand</b>

description: This item include the datasets underlying our study of phenology and voltinism of two invasive paropsine leaf beetle species in New Zealand. The<i> Eucalyptus </i>variegated beetle (<i>Paropsisterna cloelia</i>)<i> </i>established in New Zealand in 2016 and has caused substantial damage on selected host species. Previous field observations suggested that <i>Pst. cloelia </i>larvae may feed for a longer period during the year than the closely related <i>Eucalyptus </i>tortoise beetle (<i>Paropsis charybdis</i>), New Zealand’s current most damaging eucalypt defoliator. Phenology and voltinism of these two invasive paropsine leaf beetles were quantified over two eucalypt growing seasons at two sites planted with <i>Eucalyptus bosistoana </i>in Marlborough, New Zealand. Results show that the availability of new foliage determined voltinism and phenology of <i>P. charybdis </i>and <i>Pst. cloelia</i> and that phenology of both species coincided at both field sites. As availability of new leaves in spring and mid-summer prompts oviposition, both species had two generations at the site where trees produced new leaves in spring and mid-summer and one generation at the site where trees only produced new leaves in spring. Additionally, field observations indicate that both species have the potential for a third generation if the growing season is extended and trees produce new foliage three times. These conditions may be met in the Northland and coastal Bay of Plenty regions. Consequently, we conclude <i>Pst. cloelia </i>does not produce more generations than <i>P. charybdis </i>and larval activity coincided during the sampling seasons. <i>Paropsisterna cloelia </i>is expected to spread throughout New Zealand over time and may become as damaging as <i>P. charybdis </i>on its preferred eucalypt hosts. We suggest future research to quantify phenology and voltinism of both paropsines in warm/wet regions of New Zealand, establish development models to inform pest management, and define host preferences for risk assessment.
DOI: 10.17605/osf.io/xynqs
title: AssistControl-H3

description: AssistControl-H3 subproject from Eurobench H2020 project
DOI: 10.34740/kaggle/dsv/13964653
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17026/ar/my7wjl
title: PAN-00018357 - iron T-nail

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00018357&lt;/p&gt;
description: Modified: 2025-09-17T17:16:53+02:00
DOI: 10.15468/dl.sy5dzm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hoplostethus atlanticus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1830",
 "Year is less than or equal to 1839"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023364-251120083545085/datasets/export for details.
DOI: 10.15468/dl.h4qnsf
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.83440613941545 40.56388789265711,-69.28177456046808 40.56388789265711,-69.28177456046808 44.11651947160448,-72.83440613941545 44.11651947160448,-72.83440613941545 40.56388789265711))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lamprocapnos spectabilis"
 ]
}

 The dataset includes 275 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023365-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/h8guc
title: Fossil taphonomy from F25787, F25966, and F26222 localities near Ileret, Turkana Basin, Kenya

description: Geochemical data collected to assess taphonomy and association of hominin fossils KNM-ER 64060 (collected from F25787) and KNM-ER 64061 (collected from F25966), and mammal fossil fragment from F26222.
DOI: 10.15785/sbgrid/1234
title: X-Ray Diffraction data from Rv0097 with vanadyl and CADA bound, source of 9PCN structure

description: Native dataset
DOI: 10.5281/zenodo.17639633
title: Data for 'Physical fitness is negatively associated with DNA methylation-based risk of aging-related diseases'

description: This is the code and data for the article titled 'Physical fitness is negatively associated with DNA methylation-based risk of aging-related diseases'.

To run this code, you have two options:



the first option is to run all the code steps using the notebook 'full_code.ipynb'.

the second option is through multiple python code snippets.


To run this code using the multiple python code snippets, you can follow this order:

1) calculate_predictor_episcore_correlations.py

2) map_to_diseases.py

3) patient_level_disease_risk_estimation.py

4) top_10_patients.py

This code expects the following input files:

1) Generated episcores for the patients (.xlsx file)

2) Episcore_mapping (.csv file)

3) The 5 fitness predictors (VO₂max, GripStrength, JumpMax, BMI, and cognition) and confounders which are Age and Sex (coded where 1 = male and 0 = female)

4) Episcore-disease hazard ratio values from Gadd et al reference paper supplementary file, sheet 1J

And it outputs the following data files:

1) Significant correlations found of fitting OLS model to the predictor-episcore dataset after adjusting for Sex and Age, Association is considered significant if p-value < 0.05 ('significant_results.xlsx').

2) The results of mapping previous table to the diseases ('Predictors_diseases.xlsx'), note that this table is used to produce the tripartite figures.

3) The results of Patient-Level Disease Risk Estimation for patients across 10 diseases, and categorizing fitness predictors as low, normal and high ('df_high_risk.xlsx').

4) The top 10 patients with the highest number of flagged diseases ('top_10_high_risk_patients_all_data.xlsx').