cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48510/fk2/70bhi6
title: Towards Elimination of Cervical Cancer: Intelligent and Personalized Solutions for Cancer Screening, Latvia

description: The data file contains data from a quantitative cross-sectional study of Latvian women aged 25-70 years. The aim of the study was to determine the prevalence of human papillomavirus (HPV) and associated factors. Accordingly, the study instruments were a vaginal self-collection kit and a self-completed questionnaire containing questions on socio-demographic, health status, health-related behaviours, knowledge and attitudes about cervical cancer prevention. The sample was developed using the convenience sampling method (women visiting colposcopy specialists of the Outpatient Department of Riga East University Hospital or their family physician (10 practices throughout Latvia, 2 per each of the 5 regions)). The data file contains information about 1279 respondents. Data were collected from February 2021 to April 2022.
description: IBM SPSS Statistics
DOI: 10.5281/zenodo.18134015
title: CompRep: A Dataset For Computational Reproducibility

description: Reproducibility in computational science is increasingly dependent on the ability to faithfully re-execute experiments involving code, data, and software environments. However, assessing the effectiveness of reproducibility tools is difficult due to the lack of standardized benchmarks. To address this, we collected 38 computational experiments from diverse scientific domains and attempted to reproduce each using 8 different reproducibility tools. From this initial pool, we identified 18 experiments that could be successfully reproduced using at least one tool. These experiments form our curated benchmark dataset, which we release along with reproducibility packages to support ongoing evaluation efforts.
DOI: 10.25418/crick.31028740
title: Datasets associated with: Tracking nongenetic evolution from primary to metastatic ccRCC: TRACERx Renal

description: Datasets associated with: Fernández-Sanromán, Á., Fendler, A., Tan, B. J., Cattin, A. L., Spencer, C., Thompson, R., ... & Turajlic, S. (2025). Tracking Nongenetic Evolution from Primary to Metastatic ccRCC: TRACERx Renal. <i>Cancer discovery</i>, <i>15</i>(3), 530-552.
DOI: 10.25418/crick.31028740.v1
title: Datasets associated with: Tracking nongenetic evolution from primary to metastatic ccRCC: TRACERx Renal

description: Datasets associated with: Fernández-Sanromán, Á., Fendler, A., Tan, B. J., Cattin, A. L., Spencer, C., Thompson, R., ... & Turajlic, S. (2025). Tracking Nongenetic Evolution from Primary to Metastatic ccRCC: TRACERx Renal. <i>Cancer discovery</i>, <i>15</i>(3), 530-552.
DOI: 10.5281/zenodo.18133997
title: CompRep: A Dataset For Computational Reproducibility

description: Reproducibility in computational science is increasingly dependent on the ability to faithfully re-execute experiments involving code, data, and software environments. However, assessing the effectiveness of reproducibility tools is difficult due to the lack of standardized benchmarks. To address this, we collected 38 computational experiments from diverse scientific domains and attempted to reproduce each using 8 different reproducibility tools. From this initial pool, we identified 18 experiments that could be successfully reproduced using at least one tool. These experiments form our curated benchmark dataset, which we release along with reproducibility packages to support ongoing evaluation efforts.
DOI: 10.5281/zenodo.18186797
title: Raw laser speckle rheology dataset: g2 curves and intensity histograms for G50/G70/G100 suspensions (0.49, 5, 11 µm)

description: This dataset contains raw laser speckle rheology measurements used in the associated manuscript, including normalized intensity histograms and temporal intensity correlation curves g2 acquired under controlled temperature (25 °C). Data are provided in MATLAB .mat format with variable names encoding material type (e.g., G50/G70/G100), concentration, and particle size.
DOI: 10.5281/zenodo.18181110
title: Electrochemically Active Anodes of Surface-Modified Mg-Er-Nd Alloy for Marine Structures
DOI: 10.5281/zenodo.18181109
title: Electrochemically Active Anodes of Surface-Modified Mg-Er-Nd Alloy for Marine Structures
DOI: 10.5281/zenodo.18186796
title: Raw laser speckle rheology dataset: g2 curves and intensity histograms for G50/G70/G100 suspensions (0.49, 5, 11 µm)

description: This dataset contains raw laser speckle rheology measurements used in the associated manuscript, including normalized intensity histograms and temporal intensity correlation curves g2 acquired under controlled temperature (25 °C). Data are provided in MATLAB .mat format with variable names encoding material type (e.g., G50/G70/G100), concentration, and particle size.
DOI: 10.5281/zenodo.11556665
title: Measurement of the bound-state beta decay of 205Tl(81+): intermediate and result data

description: The data presented here is the intermediate and result data from the measurement of the bound-state beta decay of 205Tl(81+), experiment G-20-0E121, which was performed at the Experimental Storage Ring (ESR) at the GSI Helmholtzzentrum für Schwerionenforschung, Darmstadt (Germany) in the frame of FAIR Phase-0. The experimental measurement was done from the 26th March 2020 to 6th April 2020.

Intermediate Data: During the experiment, the ESR monitored the beam via three main detectors: the non-destructive 245 MHz Schottky resonator, the DC Current Transformer (DCCT), and a Multi-Wire Proportional Chamber (MWPC). In particular:



Schottky data: the integrated Schottky noise power density for the 205Tl(81+) peak and the 205Pb(82+) peak is provided for each storage measurement. The full Schottky spectrum can be made available on request. As described in the related works below, the Schottky data became saturated above a certain threshold due to a mismatched amplifier in the NTCAP DAQ. This results in non-exponential decay of Schottky peaks for high intensities. 

DCCT data: the entire beam current in the ring was monitored using the DCCT. The DCCT was recorded using a scalar counter and thus has a non-zero offset value, which we determined to be 28.199 µA from a period with no beam. The DCCT is intended to be used as a diagnostic tool, and is not as precise as other, purpose-built detectors.

MWPC data: for most storage measurements, a MWPC detector was placed downstream of the gas target on the outside of the ring to detect electron recombination products. The provided data is the detection rate on the anode.

The gas target density, as recorder by a scaler counter, is also included.


The intermediate data on all three of these detectors plus the gas target density is provided in the tar.gz repository, with individual ROOT files for each storage time. The ROOT files have the naming format "Storage time_MMDD_HH.root". Each file contains 5 TGraph objects.

Result Data: The result data provides all the necessary individual measurement and correction values to extract a bound-state beta-decay rate from the corrected ratios. It is provided in two forms:



BSBD_205Tl-result_data.ods is an ODS table for easy visualisation.

BSBD_205Tl-final_vals.txt is a text file used by the Monte Carlo analysis script provided in DOI 10.5281/zenodo.17753300.


The "Ratio" column is the corrected 205Pb/205Tl decay ratio for each storage, following Equation (1) of Leckenby et al. (2024) Nature 635:321–326. 1 sigma error bars, both including and not-including the estimated contamination variation, are provided.

Please refer to the related works below or contact the authors for more details.
DOI: 10.5281/zenodo.11556664
title: Measurement of the bound-state beta decay of 205Tl(81+): intermediate and result data

description: The data presented here is the intermediate and result data from the measurement of the bound-state beta decay of 205Tl(81+), experiment G-20-0E121, which was performed at the Experimental Storage Ring (ESR) at the GSI Helmholtzzentrum für Schwerionenforschung, Darmstadt (Germany) in the frame of FAIR Phase-0. The experimental measurement was done from the 26th March 2020 to 6th April 2020.

Intermediate Data: During the experiment, the ESR monitored the beam via three main detectors: the non-destructive 245 MHz Schottky resonator, the DC Current Transformer (DCCT), and a Multi-Wire Proportional Chamber (MWPC). In particular:



Schottky data: the integrated Schottky noise power density for the 205Tl(81+) peak and the 205Pb(82+) peak is provided for each storage measurement. The full Schottky spectrum can be made available on request. As described in the related works below, the Schottky data became saturated above a certain threshold due to a mismatched amplifier in the NTCAP DAQ. This results in non-exponential decay of Schottky peaks for high intensities. 

DCCT data: the entire beam current in the ring was monitored using the DCCT. The DCCT was recorded using a scalar counter and thus has a non-zero offset value, which we determined to be 28.199 µA from a period with no beam. The DCCT is intended to be used as a diagnostic tool, and is not as precise as other, purpose-built detectors.

MWPC data: for most storage measurements, a MWPC detector was placed downstream of the gas target on the outside of the ring to detect electron recombination products. The provided data is the detection rate on the anode.

The gas target density, as recorder by a scaler counter, is also included.


The intermediate data on all three of these detectors plus the gas target density is provided in the tar.gz repository, with individual ROOT files for each storage time. The ROOT files have the naming format "Storage time_MMDD_HH.root". Each file contains 5 TGraph objects.

Result Data: The result data provides all the necessary individual measurement and correction values to extract a bound-state beta-decay rate from the corrected ratios. It is provided in two forms:



BSBD_205Tl-result_data.ods is an ODS table for easy visualisation.

BSBD_205Tl-final_vals.txt is a text file used by the Monte Carlo analysis script provided in DOI 10.5281/zenodo.17753300.


The "Ratio" column is the corrected 205Pb/205Tl decay ratio for each storage, following Equation (1) of Leckenby et al. (2024) Nature 635:321–326. 1 sigma error bars, both including and not-including the estimated contamination variation, are provided.

Please refer to the related works below or contact the authors for more details.
DOI: 10.4121/d07f34c4-55d1-4c70-83d3-4c081ff5d6de
title: Supplementary results and videos from: Feeding live or processed black soldier fly larvae to slow-growing broilers impacts their behaviour differently

description: To address the growing public concerns regarding poultry rearing, the purpose of this study was to investigate if black soldier fly larvae (BSF) as part of slow-growing broiler (Hubbard JA757) diets or rations have the potential to improve broiler health and welfare. Four different BSF larvae products and product combinations were tested in this study: live larvae (L), a combination of BSF larvae meal and fat (MO) mimicking the nutritional composition of the live larvae, and BSF larvae meal (M) and fat (O) separately. All BSF larvae products and product combinations were tested at two inclusion levels (low and high). Per treatment group 8 replicate pens were used, with 24 broilers housed in each pen. The broilers arrived at as 1 day old chickens and the experiment lasted until they reached 51 days of age. Blood biochemical parameters were assessed to quantity the health of the broilers, while physical welfare scores, behavioural observations, and activity tracking were performed to quantify the broilers welfare. In this repository supplementary tables and videos supporting the article (to be added later) have been deposited. The supplementary tables present the composition of BSF larvae products and pellets used in the experiment, including the nutrients, amino acids, minerals, and fatty acids. They also include results from statistical analyses of broiler behaviour observations, growth performance, blood serum parameters, and measurements of immunological organs. The supplementary videos show different situations where male slow-growing broilers (Hubbard JA757) consume live BSF larvae.
DOI: 10.4121/d07f34c4-55d1-4c70-83d3-4c081ff5d6de.v1
title: Supplementary results and videos from: Feeding live or processed black soldier fly larvae to slow-growing broilers impacts their behaviour differently

description: To address the growing public concerns regarding poultry rearing, the purpose of this study was to investigate if black soldier fly larvae (BSF) as part of slow-growing broiler (Hubbard JA757) diets or rations have the potential to improve broiler health and welfare. Four different BSF larvae products and product combinations were tested in this study: live larvae (L), a combination of BSF larvae meal and fat (MO) mimicking the nutritional composition of the live larvae, and BSF larvae meal (M) and fat (O) separately. All BSF larvae products and product combinations were tested at two inclusion levels (low and high). Per treatment group 8 replicate pens were used, with 24 broilers housed in each pen. The broilers arrived at as 1 day old chickens and the experiment lasted until they reached 51 days of age. Blood biochemical parameters were assessed to quantity the health of the broilers, while physical welfare scores, behavioural observations, and activity tracking were performed to quantify the broilers welfare. In this repository supplementary tables and videos supporting the article (to be added later) have been deposited. The supplementary tables present the composition of BSF larvae products and pellets used in the experiment, including the nutrients, amino acids, minerals, and fatty acids. They also include results from statistical analyses of broiler behaviour observations, growth performance, blood serum parameters, and measurements of immunological organs. The supplementary videos show different situations where male slow-growing broilers (Hubbard JA757) consume live BSF larvae.
DOI: 10.5281/zenodo.17642356
title: Target Validation of Natural Compounds: Perillaldehyde case study
DOI: 10.5281/zenodo.17642355
title: Target Validation of Natural Compounds: Perillaldehyde case study
DOI: 10.15468/dl.m3cwvq
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.58442 45.50631,-2.69332 42.82803,2.62864 41.64542,3.15978 41.43393,3.53831 41.63413,4.08191 41.88488,4.76391 42.19675,8.21477 43.53795,6.96119 45.9987,6.7574 46.14517,6.76377 46.41104,6.0953 46.08594,5.85808 46.14166,6.11599 46.36614,-1.58442 45.50631))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Santolina rosmarinifolia",
 "Year 2016-2026"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081808-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fwfz3
title: Occurrence Download

description: A dataset containing 284279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Angelonia cornigera, Bacopa gratioloides, Scoparia dulcis, Stemodia foliosa, Stemodia maritima, Plumbago zeylanica, Aristida adscensionis, Aristida setifolia, Digitaria bicornis, Eragrostis maypurensis, Leptochloa exilis, Neesiochloa barbata, Panicum trichoides, Paspalum pumilum, Paspalum scutatum, Streptostachys asperifolia, Trachypogon spicatus, Trichanthecium parvifolium, Asemeia ilheotica, Asemeia martiana, Asemeia ovata, Bredemeyera petiolata, Coccoloba obtusifolia, Persicaria ferruginea, Ruprechtia apetala, Ruprechtia glauca, Triplaris gardneriana, Portulaca halimoides, Portulaca mucronata, Sarcomphalus joazeiro, Anthospermopsis catechosperma, Chomelia obtusa, Cordiera humilis, Cordiera rigida, Coutarea hexandra, Diacrodon compressus, Eumachia depauperata, Guettarda angelica, Hexasepalum apiculatum, Hexasepalum teres, Machaonia acuminata, Mitracarpus albomarginatus, Mitracarpus baturitensis, Mitracarpus frigidus, Mitracarpus hirtus, Mitracarpus longicalyx, Oldenlandia filicaulis, Oldenlandia salzmannii, Pagamea guianensis, Richardia grandiflora, Richardia scabra, Simira gardneriana, Simira grazielae, Spermacoce capitata, Spermacoce scabiosoides, Spermacoce verticillata, Staelia galioides, Staelia virgata, Tocoyena formosa, Balfourodendron molle, Pilocarpus trachylophus, Zanthoxylum hamadryadicum, Zanthoxylum rhoifolium, Zanthoxylum stelligerum, Casearia aculeata, Casearia eichleriana, Dicranopteris flexuosa, Phoradendron affine, Phoradendron bathyoryctum, Phoradendron liga, Phoradendron mucronatum, Phoradendron quadrangulare, Phoradendron trinervium, Cardiospermum corindum, Paullinia elegans, Serjania acutidentata, Serjania caracasana, Serjania lucianoi, Manilkara salzmannii, Pouteria glomerata, Pouteria ramiflora, Sideroxylon obtusifolium, Homalolepis ferruginea, Cestrum gardneri, Cestrum obovatum, Physalis angulata, Schwenckia americana, Solanum agrarium, Solanum americanum, Solanum gardneri, Solanum megalonyx, Trigonia bahiensis, Piriqueta cistoides, Piriqueta duarteana, Piriqueta viscosa, Turnera blanchetiana)",
 "BasisOfRecord is Specimen",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 284279 records from 1020 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081796-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57780/esa-1ab8cf3
title: High-resolution WAPOSAL wave period and wave power density from Sentinel-3 A/B, CryoSat-2, and SAMOSA+ retracker

description: Wave power density, zero-crossing wave period, and significant wave height product obtained along track based on Sentinel-3 A/B and Cryosat-2 altimeter data processed by SAMOSA+ retracker. The products cover the Atlantic coast of Europe, Madeira, the French Polynesian archipelagos, the Azores, the Canary Islands, the Mediterranean and Baltic Seas, and the coastal zone of French Guiana.
DOI: 10.15468/dl.3cyg2x
title: Occurrence Download

description: A dataset containing 626388 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Papua New Guinea",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 626388 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081799-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pskupk
title: Occurrence Download

description: A dataset containing 263163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus sylvatica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Machine Observation)",
 "Year is greater than or equal to 2012",
 "Year is less than or equal to 2019"
 ]
}

 The dataset includes 263163 records from 924 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081761-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evonai
title: Occurrence Download

description: A dataset containing 3543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterodroma inexpectata (J.R.Forster, 1844)"
 ]
}

 The dataset includes 3543 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012326-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39cxzr
title: Occurrence Download

description: A dataset containing 645514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 645514 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234565-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4t9ru7
title: Occurrence Download

description: A dataset containing 3802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.75981 -22.97347,-36.04399 -22.97347,-36.04399 -7.50472,-74.75981 -7.50472,-74.75981 -22.97347))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nyctibius griseus (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 3802 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238884-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvnkaq
title: Occurrence Download

description: A dataset containing 126019 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nuphar lutea (L.) Sibth. & Sm."
 ]
}

 The dataset includes 126019 records from 512 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225935-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thgjsb
title: Occurrence Download

description: A dataset containing 140524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Anura"
 ]
}

 The dataset includes 140524 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0243284-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.werez1
title: Occurrence Download

description: A dataset containing 697 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycaon pictus (Temminck, 1820)"
 ]
}

 The dataset includes 697 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012326-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3mwro
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptotis griseoventris Jackson, 1933"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012326-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apqcw2
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anemia lanata Mickel"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0229262-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yad87n
title: Occurrence Download

description: A dataset containing 15964 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lepidoptera Records up to April 2010"
 ]
}

 The dataset includes 15964 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004001-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.