cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15137902
title: Table 2 in Marasmodes (Asteraceae, Anthemideae), the most threatened plant genus of the Cape Floristic Region, South Africa: Conservation and taxonomy *

description: Table 2 Vegetation types where species of Marasmodes have been recorded.
Vegetation typeStatus% remainingSpeciesAtlantis sand fynbosCritically Endangered51%M. defoliataM. fasciculataM. trifidaBreede alluvium fynbosEndangered43%M. macrocephalaM. oppositifoliaBreede quartzite fynbosNot threatened94%M. crewianaBreede shale renosterveldNot threatened69%M. crewianaCape Flats sand fynbosCritically Endangered16%M. fasciculataM. polycephalaCentral Ruens shaleCritically Endangered9%M. reflexarenosterveldLourensford alluviumCritically Endangered9%M. polycephalafynbosPiketberg quartz succulentVulnerable60%M. oubinaeshrublandSwartland alluvium fynbosCritically Endangered27%M. dummeriM. spinosaM. undulataSwartland shaleCritically Endangered8%M. dummerirenosterveldM. fasciculataM. oligocephalaM. oubinaeM. polycephalaM. spinosaM. trifidaM. undulataSwartland silcreteCritically Endangered8%M. oligocephalarenosterveld
description: Published as part of Magee, A. R., Ebrahim, I., Koopman, R. & von Staden, L., 2017, Marasmodes (Asteraceae, Anthemideae), the most threatened plant genus of the Cape Floristic Region, South Africa: Conservation and taxonomy *, pp. 373 in South African Journal of Botany 111 on page 373, DOI: 10.1016/j.sajb.2017.04.006, http://zenodo.org/record/10496420
DOI: 10.5281/zenodo.15137903
title: Table 2 in Marasmodes (Asteraceae, Anthemideae), the most threatened plant genus of the Cape Floristic Region, South Africa: Conservation and taxonomy *

description: Table 2 Vegetation types where species of Marasmodes have been recorded.
Vegetation typeStatus% remainingSpeciesAtlantis sand fynbosCritically Endangered51%M. defoliataM. fasciculataM. trifidaBreede alluvium fynbosEndangered43%M. macrocephalaM. oppositifoliaBreede quartzite fynbosNot threatened94%M. crewianaBreede shale renosterveldNot threatened69%M. crewianaCape Flats sand fynbosCritically Endangered16%M. fasciculataM. polycephalaCentral Ruens shaleCritically Endangered9%M. reflexarenosterveldLourensford alluviumCritically Endangered9%M. polycephalafynbosPiketberg quartz succulentVulnerable60%M. oubinaeshrublandSwartland alluvium fynbosCritically Endangered27%M. dummeriM. spinosaM. undulataSwartland shaleCritically Endangered8%M. dummerirenosterveldM. fasciculataM. oligocephalaM. oubinaeM. polycephalaM. spinosaM. trifidaM. undulataSwartland silcreteCritically Endangered8%M. oligocephalarenosterveld
description: Published as part of Magee, A. R., Ebrahim, I., Koopman, R. & von Staden, L., 2017, Marasmodes (Asteraceae, Anthemideae), the most threatened plant genus of the Cape Floristic Region, South Africa: Conservation and taxonomy *, pp. 373 in South African Journal of Botany 111 on page 373, DOI: 10.1016/j.sajb.2017.04.006, http://zenodo.org/record/10496420
DOI: 10.57745/mzsh2y
title: LARD : Landing Approach Runway Detection, dataset of aerial front view images of runways

description: Landing Approach Runway Detection (LARD) is a dataset of aerial front view images of runways designed for aircraft landing phase. It contains over 17K synthetic images of various runways, enriched with more than 1800 annotated pictures from real landing footages for comparison. We also provide a synthetic image generator based on Google Earth Studio if you want to enrich your dataset, or fatten your LARD. Starting from a database of runway positions, our generator produces high quality synthetic pictures of airport runways with their metadata. Through geometric transformations, these pictures can then be automatically annotated with the position of the runway or any targeted element in the aerial picture.
DOI: 10.15468/dl.f8cdt2
title: Occurrence Download

description: A dataset containing 9429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia victoriae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9429 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005284-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29924471.v3
title: Source data and Supplement data

description: Supplementary Data and Source Data files for the manuscript "DNA virome enhances carbon fixation capacity of microbial community via auxiliary metabolic genes in contaminated soils" are provided.
DOI: 10.71636/ssqp-hr40
title: Role of Heat Transport in All-Optical Helicity-Independent Magnetization Switching [Dataset]

description: Dataset for the paper "Role of Heat Transport in All-Optical Helicity-Independent Magnetization Switching"
DOI: 10.15468/dl.2c83dd
title: Occurrence Download

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

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005286-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrp2cs
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kniphofia praecox",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 139 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005287-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwdc4v
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelopleurus maillardi (Michelin, 1862)"
 ]
}

 The dataset includes 40 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011889-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13135997
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.5281/zenodo.17176497
title: Research Data on the Generation Process of Mesoscale Eddies Southwest of Taiwan Island
DOI: 10.5281/zenodo.17176498
title: Research Data on the Generation Process of Mesoscale Eddies Southwest of Taiwan Island
DOI: 10.57745/fxznuc
title: Experiment with the Common Research Model at the ONERA S1MA Wind Tunnel

description: Data package delivered by ONERA for the 6th Drag Prediction Workshop regarding the test campaign of the Common Research Model full-span model (LRMS1) in the ONERA S1MA wind tunnel, in November 2014.
DOI: 10.71636/efsh-r666
title: The Work Experience of Graduates as a Motivating Element in the Teaching-Learning Process y del proyecto de innovación y mejora docente “Egresados en el aula" (ID2019/017)

description: Conjunto de datos preest y postest y cuestionario de satisfacción generados en el Proyecto de proyecto de innovación y mejora docente “Egresados en el aula" (ID2019/017). Aplicado en la EPSZ y el Máster en Profesor de Educación Secundaria Obligatoria y Bachillerato, Formación Profesional y Enseñanzas de Idiomas
DOI: 10.15468/dl.hcuc4z
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus luteus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005289-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxvkne
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus luteus",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 166 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005290-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qs9pc2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus luteus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005291-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17176394
title: Observation of a Significant Deficit at 182.4 GeV in CMS Open Data: Evidence for Beyond Standard Model Physics at   the Z-Pair Threshold

description: We report the observation of a statistically significant deficit of events at 182.4 GeV (exactly 2×M_Z) in the  analysis of 114,431 collision events from CMS Open Data (7 TeV, 2011). The deficit shows -8.89σ local significance   with 375 missing events relative to Standard Model predictions. Comprehensive validation using 49 independent  statistical methods confirms significances ranging from 8-65σ. All five major Monte Carlo generators (PYTHIA8,  MadGraph5, HERWIG7, POWHEG, Sherpa) fail to reproduce this deficit. The anomaly violates weak isospin and  hypercharge conservation while preserving other quantum numbers. Z-pair reconstruction shows complete suppression  at this mass point (0 observed vs 15-20 expected, >5σ). The deficit exhibits a cascade structure extending from  M_Z/2 to >1 TeV with additional BSM features at 400-500 GeV. This discovery suggests new physics at the  electroweak scale, potentially indicating compositeness (Λ_c ≈ 290-410 GeV) or extra dimensions. Complete analysis   code, processed results, and documentation are provided for full reproducibility. Raw ROOT files (47.3 GB) are  available separately via DOI:10.7483/OPENDATA.CMS.6036.
DOI: 10.15468/dl.fh8v9t
title: Occurrence Download

description: A dataset containing 8769 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acaciella angustissima",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 8769 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005292-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17176460
title: Dynamics of selected soil physico-chemical properties and nematode community in a Grevillea robusta-banana farming system

description: This is a database to the aformentionned research paper
DOI: 10.5281/zenodo.17176461
title: Dynamics of selected soil physico-chemical properties and nematode community in a Grevillea robusta-banana farming system

description: This is a database to the aformentionned research paper
DOI: 10.57745/byc2wc
title: Interplanetary solar events catalogs

description: This dataset contains catalogs of interplanetary solar events which in-situ signature has been identified in the OMNI dataset from 1995 to 2024 (inclusive). These catalogs are at the core of the method presented in the following article: Gautier Nguyen, Guillerme Bernoux, and Antoine Ferlin. “Simultaneous multi-class detection of interplanetary space weather events " Published in the Journal of Space Weather and Space climate , 2025. The dataset is made of three catalogs that correspond to three types of events: Interplanetary Coronal Mass Ejections (ICMEs), 904 events Sheaths, 255 events Stream Interaction Regions (SIRs), 1290events Each list is in a CSV table with three columns: id: the event’s relative identifier; start date: event start date and time; end date: event end date and time; Those catalogs were obtained by aggregating existing event catalogs and newly found events throughout the development of the method presented in the publication associated to this dataset. We may update the list occasionally in the future. The research leading to these results was done within the frame of the ONERA FIRSTS internal research project
DOI: 10.15468/dl.2xnt2j
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus luteus",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005293-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/s8v5mm
title: Jeu de données pour le problème de configuration de flottes hétérogènes

description: Ce jeu de données contient les soixante-quatre instances générées pour le problème de configuration de flottes hétérogènes. Ces instances, de type Recherche et Sauvetage, varient en termes de nombre de tâches effectuées, de budget maximal alloué pour la mission, de distribution des équipements et de position stratégique de la base.
DOI: 10.71636/3j5p-9z03
title: Transcripts from the focus groups of the PROLAB project research [Dataset]

description: The data file contains transcripts from twelve focus groups developed in the context of the PROLAB project. The research was conducted through 12 discussion groups, divided into two blocks of six, one to address the prevention of Work Ability Decline through Aging and Disability (WADAD) and the other to address the transition to retirement. Each block consisted of two groups of family members, two groups of support professionals, and two groups of workers with intellectual and developmental disabilities. The discussion groups on the needs associated with WADAD prevention were held between February and March 2022. The discussion groups on the needs related to the transition to retirement were held between February and March 2023.
DOI: 10.15468/dl.67bxcu
title: Occurrence Download

description: A dataset containing 978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mergus squamatus)",
 "HasCoordinate is true",
 "Country is China"
 ]
}

 The dataset includes 978 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/hdcaz3
title: Results of Simultaneous multi-class detection of interplanetary space weather events

description: This dataset contains all the material needed to reproduce the results presented in the following article: Gautier Nguyen, Guillerme Bernoux, and Antoine Ferlin. “Simultaneous multi-class detection of interplanetary space weather events " Accepted for publication in the Journal of Space Weather and Space climate, 2025. This work being dedicated to the development of a multi-class Interplanetary Coronal Mass Ejections (ICMEs) and Stream Interaction Regions (SIRs) algorithm. Result include results obtained by both our model, namely SPODIfY, and state of the art model, namely ResUnet++. In particular, this repository includes: The outputs of both SPODIFY and ResUnet++ models in the form of .npy files ; The ICMEs and SIRs catalogs obtained from those outputs in the form of CSV tables A set of preprocessed streaming, Interplanetary Magnetic Field and solar wind plasma moments in-situ measurements resampled at a resolution of 10 minutes in the form of a pickle file A Python file that contains routines to manage events Routines used to obtain the different figures presented in the publication associated to this dataset in the form of a Jupyter Notebook The research leading to these results was done within the frame of the ONERA FIRSTS internal research project
DOI: 10.5281/zenodo.15835158
title: West Macedonia water sampling campaign with chemical analysis including isotopes, helium, methane and hydrogen as part of the Pilot Strategy Horizon2020 project

description: Previous field investigations under the PilotSTRATEGY project on CO₂ storage identified promising seal rocks but failed to confirm the presence of suitable reservoir rocks. To address this knowledge gap, water sampling campaigns were conducted in areas with elevated natural gas emissions as a proxy to detect subsurface formations with potential reservoir properties. Although the sampled formations are themselves unsuitable for CO₂ storage due to leakage, they provide valuable analogues. By identifying these leaky units, geologists can better recognize similar, yet properly confined, formations in the region that may offer secure CO₂ storage potential.

Field observations, including anecdotal evidence, some publicly shared via platforms such as YouTube coupled with visible indications of gas-rich springs, guided site selection. The local geology was assessed, leading to the conclusion that the investigated springs are suitable candidates for preliminary exploration.

Four water sampling campaigns were subsequently carried out. Field measurements included pH, dissolved oxygen (mg/L), conductivity (μS/cm), and temperature (°C). Laboratory analyses comprised ICP elemental analysis and the detection of key gases and isotopes, including:





He, H₂, CH₄, CO₂




Helium isotopes (³He, ⁴He)




Deuterium in hydrogen (δ²H-H₂), methane (δ²H-CH₄), and water (δ²H-H₂O)




Oxygen-18 in carbon dioxide (δ¹⁸O-CO₂) and water (δ¹⁸O-H₂O)




Carbon-13 in methane (δ¹³C-CH₄), carbon dioxide (δ¹³C-CO₂), and dissolved inorganic carbon (δ¹³C-DIC)




Carbon-14 in dissolved inorganic carbon (¹⁴C-DIC)



The results confirmed the presence of methane (CH₄), hydrogen (H₂), helium (He), and carbon dioxide (CO₂), indicating active gas migration and suggesting a potential link with deeper geological formations.
DOI: 10.5281/zenodo.16914636
title: West Macedonia water sampling campaign with chemical analysis including isotopes, helium, methane and hydrogen as part of the Pilot Strategy Horizon2020 project

description: Previous field investigations under the PilotSTRATEGY project on CO₂ storage identified promising seal rocks but failed to confirm the presence of suitable reservoir rocks. To address this knowledge gap, water sampling campaigns were conducted in areas with elevated natural gas emissions as a proxy to detect subsurface formations with potential reservoir properties. Although the sampled formations are themselves unsuitable for CO₂ storage due to leakage, they provide valuable analogues. By identifying these leaky units, geologists can better recognize similar, yet properly confined, formations in the region that may offer secure CO₂ storage potential.

Field observations, including anecdotal evidence, some publicly shared via platforms such as YouTube coupled with visible indications of gas-rich springs, guided site selection. The local geology was assessed, leading to the conclusion that the investigated springs are suitable candidates for preliminary exploration.

Four water sampling campaigns were subsequently carried out. Field measurements included pH, dissolved oxygen (mg/L), conductivity (μS/cm), and temperature (°C). Laboratory analyses comprised ICP elemental analysis and the detection of key gases and isotopes, including:





He, H₂, CH₄, CO₂




Helium isotopes (³He, ⁴He)




Deuterium in hydrogen (δ²H-H₂), methane (δ²H-CH₄), and water (δ²H-H₂O)




Oxygen-18 in carbon dioxide (δ¹⁸O-CO₂) and water (δ¹⁸O-H₂O)




Carbon-13 in methane (δ¹³C-CH₄), carbon dioxide (δ¹³C-CO₂), and dissolved inorganic carbon (δ¹³C-DIC)




Carbon-14 in dissolved inorganic carbon (¹⁴C-DIC)



The results confirmed the presence of methane (CH₄), hydrogen (H₂), helium (He), and carbon dioxide (CO₂), indicating active gas migration and suggesting a potential link with deeper geological formations.
DOI: 10.15468/dl.dbdny6
title: Occurrence Download

description: A dataset containing 1131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acaciella glauca",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1131 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005295-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk8agc
title: Occurrence Download

description: A dataset containing 1194 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus vernus",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1194 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005297-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wvkjv
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus vernus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005298-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17172359
title: Waves drive the rise and fall of 2D flows in rotating turbulence - data set

description: These files contain the data sets corresponding to the paper "Waves drive the rise and fall of 2D flows in rotating turbulence", by Sébastien Gomé and Anna Frishman.

The data correspond to the analysis of direct numerical simulations of the 3D rotating Navier-Stokes equations, describing the evolution of the amplitude of the 2D flow and of energy transfers from waves to 2D flow with varying rotation and viscosity.Files 'Uprime_nu%%%%.txt" contain the measured values of the amplitude of the 2D flow with varying rotation rate, for each value of the viscosity.

Files 'transfer_nu%%%%.txt" contain  the measured values of energy transfer from the waves to the large-scale 2D flow, separated with the chiralities of the waves (Pi^ss and Pi^(s,-s) in the manuscript, as well as the total transfer T_{3-2}, which is the sum of the two.
DOI: 10.5281/zenodo.17176520
title: Waves drive the rise and fall of 2D flows in rotating turbulence - data set

description: These files contain the data sets corresponding to the paper "Waves drive the rise and fall of 2D flows in rotating turbulence", by Sébastien Gomé and Anna Frishman.

The data correspond to the analysis of direct numerical simulations of the 3D rotating Navier-Stokes equations, describing the evolution of the amplitude of the 2D flow and of energy transfers from waves to 2D flow with varying rotation and viscosity.Files 'Uprime_nu%%%%.txt" contain the measured values of the amplitude of the 2D flow with varying rotation rate, for each value of the viscosity.

Files 'transfer_nu%%%%.txt" contain  the measured values of energy transfer from the waves to the large-scale 2D flow, separated with the chiralities of the waves (Pi^ss and Pi^(s,-s) in the manuscript, as well as the total transfer T_{3-2}, which is the sum of the two.