cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29631128.v1
title: Supplementary Data S3 - Normalized RNA-seq count files

description: Supplementary Data S3 of the manuscript "<b>Hypoxia leads to reduced mito-nuclear gene expression and to increased mtDNA transcriptional pausing in human cells</b>" by Shtolz et al.Normalized RNA-seq data used in the study. Each file is a single dataset. The counts were mapped to GRCh38 and normalized using DESeq2's norm command. Information on each dataset can be found in Supplementary Table S1 of the manuscript.
DOI: 10.5281/zenodo.17256972
title: Master Thesis: Climate Sensitivity as a Determinant of Climate Tipping Risk - Data

description: This dataset contains all data used and generated during the master’s thesis "Climate Sensitivity as a Determinant of Climate Tipping Risk". It includes input data and proceeded results. Related Code is found in the subsequent GitHub repository.

 

Contents:



Temperature: Temperature Data Output from FaIR. Number order is the order of scenarios, where T_0 is for the lowest carbon concentration scenario and T_6 for the highest

tcrecs.txt: In FaIR generated TCR-ECS pair ensemble

ecs_timeseries: contains rearranged temperature data to be used as a more efficient input into PyCascades. One file per ECS

pycas_output.npy: collected PyCascades Output

risks_data.npy: results tabel with tipping risks for each scenario, ECS, in total and for each element.Structure: [ECS, Scenario, Risk: at least 1 tipped, Risk: at least 2 tipped, Risk: at least 3 tipped, Risk: all 4 tipped, AMOC Risk, WAIS Risk, AMAZ Risk]

all_amoc_oscillations.txt: Contains data of the cases with amoc oscillations
DOI: 10.26023/dw4f-czyf-8t02
title: MARCUS RSV Aurora Australis Radiosonde Data. Version 1.0

description: The Department of Energy/Atmospheric Radiation Measurement (DOE/ARM) program operated a radiosonde system on-board the RSV Aurora Australis as part of the Measurements of Aerosols, Radiation, and Clouds over the Southern Ocean (MARCUS) field campaign. The Australis conducted servicing cruises to Davis, Casey, and Mawson Stations on the Antarctica coast from its base at Hobart, Tasmania. Radiosondes were released every six hours (00, 06, 12, 18 UTC) during these cruises. This data set includes only those soundings that were released during the SOCARATES (Southern Ocean Clouds, Radiation, Aerosol Transport Experimental Study) field phase (1 January – 28 February 2018). A total of 208 2-second vertical resolution radiosondes are included in this data set.
DOI: 10.25934/pr00004613.1
title: Available IPD datapackage for study 'A Randomized, Double-Blind, Placebo-Controlled, Fixed Dose-Ranging Study to Assess the Safety, Tolerability, and Efficacy of Topiramate Oral Liquid and Sprinkle Formulations as an Adjunct to Concurrent Anticonvulsant Therapy for Infants (1-24 Months of Age) With Refractory Partial-Onset Seizures'

description: The purpose of this study is to evaluate the tolerability, safety and efficacy of topiramate in infants with refractory partial onset seizures (POS).
DOI: 10.15468/dl.78s942
title: Occurrence Download

description: A dataset containing 5271 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fish Specimen Collection of National Museum, Philippines"
 ]
}

 The dataset includes 5271 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043037-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjvyjq
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koeleria macrantha",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043038-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3394
title: Dataset in support of the publication 'High-performance pulse compression for ytterbium-fiber mamyshev oscillator through anti-resonant hollow-core fiber'

description: Dataset in support of the publication 'High-performance pulse compression for ytterbium-fiber mamyshev oscillator through anti-resonant hollow-core fiber'
DOI: 10.15468/dl.76zf8g
title: Occurrence Download

description: A dataset containing 8958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koeleria macrantha",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8958 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043039-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hx7btb
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koeleria macrantha",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 74 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043040-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/mjc4-7ff3-zv13
title: CAPRICORN R/V Investigator Micro Rain Radar (MRR-PRO) Data. Version 1.0

description: This data set contains vertical profiles of radar reflectivity, doppler velocity, and spectrum width from the Micro Rain Radar (MRR-PRO) that was on-board the R/V Investigator for the CAPRICORN SOCRATES cruise over the Southern Ocean. These data are in NetCDF format and also included are quick look imagery.
DOI: 10.25318/2710040901-eng
title: Support for small and medium enterprises in Canadian higher education, by type of institution

description: Support for small and medium enterprises (SMEs) reported by colleges, universities and other higher education institutions in Canada. This support includes: number of SMEs that received support, number of start-ups and spin-offs, value for investment in start-ups and spin-offs, amount received from disposition of equity holdings, options and warrants in start-ups and spin-off companies, value of cash dividends received from these start-ups and spin-off companies, value of remaining equity held by the institution in publicly traded start-ups and spin-off companies.
DOI: 10.15468/dl.4z5ruu
title: Occurrence Download

description: A dataset containing 156710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Sciurus vulgaris",
 "Year 2005-2025"
 ]
}

 The dataset includes 156710 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042996-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbwrmv
title: Occurrence Download

description: A dataset containing 78385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Meles meles",
 "Year 2005-2025"
 ]
}

 The dataset includes 78385 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042986-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upudkj
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parapholis filiformis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043041-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/fhqn-f907-nt0t
title: CAPRICORN R/V Investigator 95-GHz Doppler Cloud Radar (BASTA) Level 2 Data. Version 1.0

description: This data set contains vertical profiles of radar reflectivity and doppler velocity from the BASTA (Bistatic Radar System for Atmospheric Studies) 95 GHz Frequency Modulated Continuous Wave (FMCW) cloud radar that was on-board the R/V Investigator for the CAPRICORN SOCRATES cruise over the Southern Ocean. These data are in NetCDF format and also included are quick look imagery.
DOI: 10.5281/zenodo.17257000
title: Supplimentary
DOI: 10.5281/zenodo.17257001
title: Supplimentary
DOI: 10.5281/zenodo.17256931
title: A bibliography on woodland history, historical geography, historical ecology

description: This dataset contains over 300 bibliographic references related to the study of woodlands, with a focus on disciplines such as history, historical geography, archaeology, and historical ecology. It provides a valuable resource for researchers and scholars interested in the historical and interdisciplinary analysis of woodland and mountain landscapes.

The dataset has been developed within the framework of the project PRIN 2022 “Bridging geography and history of woodlands: analysing mountain wooded landscapes through multiple sources and historical GIS” (2022EKECST), funded by the European Union – Next Generation EU (CUP E53D23010170006).
DOI: 10.5281/zenodo.17256930
title: A bibliography on woodland history, historical geography, historical ecology

description: This dataset contains over 300 bibliographic references related to the study of woodlands, with a focus on disciplines such as history, historical geography, archaeology, and historical ecology. It provides a valuable resource for researchers and scholars interested in the historical and interdisciplinary analysis of woodland and mountain landscapes.

The dataset has been developed within the framework of the project PRIN 2022 “Bridging geography and history of woodlands: analysing mountain wooded landscapes through multiple sources and historical GIS” (2022EKECST), funded by the European Union – Next Generation EU (CUP E53D23010170006).
DOI: 10.26023/j6y4-nxaa-sf0j
title: GOES-16 Geostationary Lightning Mapper (GLM) Lightning Detection Gridded Product Data. Version 1.0

description: This data set contains the lightning detection gridded product data from the GOES-16 satellite Geostationary Lightning Mapper (GLM) during the period of RELAMPAGO operations. Included are flash/group extent density, flash/group centroid density, event density, average flash area, and total energy. The data are in NetCDF files packed into daily tar files.
DOI: 10.25318/2710040901-fra
title: Soutien aux petites et moyennes entreprises dans l'enseignement supérieur canadien, selon le type d'institution

description: Soutien aux petites et moyennes entreprises (PME) déclaré par les collèges, les universités et d’autres établissements d'enseignement supérieur au Canada. Ce soutien comprend : le nombre de PME ayant reçu un soutien, le nombre de jeunes pousses (start-ups) et de dérivées (spin-offs), la valeur des investissements dans les start-ups et les spin-offs, le montant reçu de la cession de participations en actions, d'options et de bons de souscription, la valeur des dividendes en espèces reçus de ces start-ups et spin-offs, ainsi que la valeur des capitaux propres restants détenus par l'institution dans les start-ups et spin-offs cotées en bourse.
DOI: 10.15468/dl.f8m8dr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parapholis pycnantha",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043042-250920141307145/datasets/export for details.
DOI: 10.15468/dl.tsk47r
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043044-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15278062
title: CasinoLimit: An Offensive Dataset Labeled with MITRE ATT&CK Techniques

description: The CasinoLimit dataset is a dataset of attack data collected during the BreizhCTF 2024 competition. It contains the various command usage patterns and interactions that have been played in 114 instances of the game.

The associated paper has been presented at RAID 2025:

Sébastien Kilian, Valérie Viet Triem Tong, Jean-François Lalande, Frédéric Majorczyk, Alexandre Sanchez, et al.. CasinoLimit: An Offensive Dataset Labeled with MITRE ATT&CK Techniques. 28th International Symposium on Research in Attacks, Intrusions and Defenses, Oct 2025, Gold Coast, Australia.

More information: https://casinolimit.inria.fr/

We also provide a datasheet for the dataset, following the Data to Infinity and Beyond paper by Crowder et al. This datasheet is available here.
DOI: 10.5281/zenodo.17256954
title: CasinoLimit: An Offensive Dataset Labeled with MITRE ATT&CK Techniques

description: The CasinoLimit dataset is a dataset of attack data collected during the BreizhCTF 2024 competition. It contains the various command usage patterns and interactions that have been played in 114 instances of the game.

The associated paper has been presented at RAID 2025:

Sébastien Kilian, Valérie Viet Triem Tong, Jean-François Lalande, Frédéric Majorczyk, Alexandre Sanchez, et al.. CasinoLimit: An Offensive Dataset Labeled with MITRE ATT&CK Techniques. 28th International Symposium on Research in Attacks, Intrusions and Defenses, Oct 2025, Gold Coast, Australia.

More information: https://casinolimit.inria.fr/

We also provide a datasheet for the dataset, following the Data to Infinity and Beyond paper by Crowder et al. This datasheet is available here.
DOI: 10.15468/dl.8htm24
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Cynometra cerebriformis"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043043-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2588
title: Experimental data sets for the evolution of temperature for different daytime radiative cooling tests

description: This dataset corresponds to a study aimed at investigate the parameters influencing the design of a test box used to evaluate the performance of Daytime Radiative Cooling (DRC) materials. The files of the data set correspond to time series for several days in summer showing the evolution of temperature on the surface of the DRC material or the air gap between the surface and the windshield. Each file corresponds to a particular parameter, which is studied in a side-by-side methodology. Each file is associated to a figure of the paper "Experimental Investigation of Parameters Influencing Test Box and Material Behavior in Daytime Radiative Cooling Measurements".
description: CSV, null
DOI: 10.26023/717k-v85q-rp0a
title: STARNET Lightning Data. Version 1.0

description: This data set contains the lightning detection data from the STARNET (Sferics Timing And Ranging NETwork) lightning detection network during the period of RELAMPAGO operations. The STARNET lightning detection network is run by the University of Sao Paulo, Brazil at the Laboratorio de Sensoriamento Remoto de Tempestades (STORM-T), Department of Atmospheric Sciences, IAG. The data files are in .dat (ascii) file format and are contained in tar files by day. These data were collected in real time and have not had any additional processing or quality control.
DOI: 10.15468/dl.amz4tu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalaris truncata",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043045-250920141307145/datasets/export for details.
DOI: 10.15468/dl.m9g79j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalaris truncata",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043047-250920141307145/datasets/export for details.
DOI: 10.15468/dl.j2daq2
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalaris truncata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043046-250920141307145/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.30272062
title: <b>Data Cleaning and Definition of NHANES</b>

description: This code takes the data from 2015 to 2016 as an example, and elaborately demonstrates the process of data cleaning and definition.
DOI: 10.6084/m9.figshare.30272062.v1
title: <b>Data Cleaning and Definition of NHANES</b>

description: This code takes the data from 2015 to 2016 as an example, and elaborately demonstrates the process of data cleaning and definition.
DOI: 10.18150/4szqza
title: The fuelling intensity in waders during southward migration under ad libitum feeding conditions

description: FILES:/Waders_fat contains variables:/ID – birds Id numberData – date of experiment         Hour – hour of data collection Kol – ring number          Species – name of species         Day – number of day from ad libitum procedure            gain_percent – daily gain % in relation to starting point               sredday – average daily gain % daygain - number of gaining daycumgain – cumulative mass gain
DOI: 10.15468/dl.fhgwd7
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is University of Michigan Museum of Paleontology - Vertebrates",
 "OccurrenceStatus is Present",
 "TaxonKey is Teilhardina"
 ]
}

 The dataset includes 50 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043048-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/3ary-8b4z-t409
title: WWLLN Lightning Data. Version 1.0

description: This data set contains global lightning location data from the World Wide Lightning Location Network (WWLLN) for the RELAMPAGO time period. The data are in a comma-delimited ASCII format in daily gzipped tar files. These data were provided by Dr. Robert Holzworth at the University of Washington. These data were collected in real time and have not had any additional processing or quality control applied.
DOI: 10.15468/dl.dkrhrz
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Solomon Islands Invasive Species Database"
 ]
}

 The dataset includes 292 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043052-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt95d8
title: Occurrence Download

description: A dataset containing 292 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Solomon Islands Invasive Species Database"
 ]
}

 The dataset includes 292 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043051-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbhmwr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rostraria hispida",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043055-250920141307145/datasets/export for details.
DOI: 10.15468/dl.4tma7g
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rostraria hispida",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043054-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrqus9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rostraria hispida",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043053-250920141307145/datasets/export for details.
DOI: 10.26023/anp4-cp15-d20d
title: San Martin Radar Data. Version 1.1

description: This data set contains raw real time radar reflectivity data from the 10-cm MRL5 San Martin, Argentina radar during RELAMPAGO. The radar was operated by the Province of Mendoza Ministry of Economy. These data are in cfradial format. No calibration or quality control has been applied to the data.
DOI: 10.34740/kaggle/dsv/13250235
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.25318/3810018801-eng
title: Services used by households in the sharing economy

description: Indication of whether household members used services in the sharing economy. The data are from the Households and the Environment Survey.
DOI: 10.15468/96n2sp
title: Seasonal diversity of flowering plant species in urban green spaces in Kuopio

description: The dataset includes information on the presence of flowering vascular plant species on traffic islands (TIs) and islands in recreational areas (RIs) in Kuopio, Finland (62.89306, 27.67828) during June, July, and August 2024. The estimated geographical area covered by the sampling campaign was 63.41 km². The sampling included 25 TIs and 25 RIs. There were 150 sampling events with 75 of them on TIs and 75 on RIs. For 26 events, there were no flowering species present (15 TIs and 11 RIs). The total number of observations was 544. The KUGS (Kuopio’s urban green spaces) dataset contains information on the coverage of observed flowering plant species, the locations of the observations, and whether the areas had been mowed before the observations were made (dwc:dynamicProperties; "mowing_level": 0 assigned for islands which were not mowed, 1 assigned for islands which were mowed once and 2 assigned for islands which were mowed twice).