cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30509528
title: China's high-speed rail network datasets

description: Dataset on High-Speed Rail Service Frequency and Its Influencing Factors
DOI: 10.6084/m9.figshare.30509528.v1
title: China's high-speed rail network datasets

description: Dataset on High-Speed Rail Service Frequency and Its Influencing Factors
DOI: 10.34740/kaggle/dsv/13583637
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.6084/m9.figshare.30509516
title: Bootstrap Summary (10,000 resamples) of Countability Choices of Malay learners

description: The spreadsheet contains the results of a bootstrap resampling procedure with 10,000 iterations applied on the countability choices of a group of Malay-learner participants (n = 21) to strengthen their reliability in informing the Malay-group findings.
DOI: 10.6084/m9.figshare.30509516.v2
title: Bootstrap Summary (10,000 resamples) of Countability Choices of Malay learners

description: The spreadsheet contains the results of a bootstrap resampling procedure with 10,000 iterations applied on the countability choices of a group of Malay-learner participants (n = 21) to strengthen their reliability in informing the Malay-group findings.
DOI: 10.6084/m9.figshare.30509516.v1
title: Bootstrap Summary (10,000 resamples) for a Malay group (n = 21)

description: The spreadsheet contains the results of a bootstrap resampling procedure with 10,000 iterations applied on the countability choices of a group of participants (n = 21) to strengthen their reliability for informing the Malay-group findings in a forthcoming publication.
DOI: 10.21227/r835-fg96
title: "BRPTD data"

description: "This data is collected from 54 sensors deployed in the Intel Berkeley Research lab between February 28th and April 5th, 2004.Mica2Dot sensors with weatherboards collected timestamped topology information, along with humidity, temperature, light, and voltage values once every 31 seconds. Data was collected using the TinyDB in-network query processing system, built on the TinyOS platform."
DOI: 10.5281/zenodo.17505053
title: Ipseity Daily Data

description: At what rate do individuals say they are X?

Begining on 2025-07-08, I surveyed a small random sample of American adults on a daily cadence.  They responded to many items of the form: Does <signifier> describe you today?

The file ipseity-daily-aggregated.csv in this repository contains the aggregated results through 2025-07-28.  The columns are as follows:



signifier - a word, phrase or emoji

yes_count - the number of respondents who answered yes (aggregated all-time).

no_count - the number of respondents who answered no (aggregated all-time).

prevalence_per_10k - an estimate of the prevalence per 10,000.  If we were to survey 10,000 American adults, how many would we expect to respond yes to this signifier?  The number is calculated as yes_count / (yes_count + no_count) * 10,000.

earliest_obs_date - this date represents the first time this particular signifier was ever displayed to a respondent.  Signifiers are chosen with stochasticity from a long list; new signifiers are sometimes added, old signifiers are sometimes deleted, and a signifier may be moved higher or lower in priority for sampling.

latest_obs_date - the date closest to the present date on which signifier was most recently presented to a respondent.


Version created on 2025-11-02 — cumulative data.
DOI: 10.5281/zenodo.15942887
title: Climate projections and renewable energy IPSL-CM6A-LR SSP-126 China
DOI: 10.5281/zenodo.17504647
title: Climate projections and renewable energy IPSL-CM6A-LR SSP-126 China
DOI: 10.15468/dl.jyaat3
title: Occurrence Download

description: A dataset containing 247743 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pycnopodia helianthoides"
 ]
}

 The dataset includes 247743 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011369-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17505068
title: COVID-19-Todesfälle in Deutschland

description: Im Datensatz "COVID-19-Todesfälle in Deutschland" des Robert Koch-Instituts werden täglich aktualisierte Informationen zu COVID-19-bedingten Todesfällen in Deutschland bereitgestellt. Die Datenerhebung erfolgt im Rahmen des Infektionsschutzgesetzes (IfSG). Der Datensatz umfasst aggregierte Todesfallzahlen nach Berichtsdatum, Altersgruppen und Bundesländern und wird ergänzt durch den Fall-Verstorbenen-Anteil. Der Datensatz ermöglicht fundierte Analysen zur Bewertung der Krankheitsschwere und Verbreitung von COVID-19 in Deutschland.
DOI: 10.5281/zenodo.17505069
title: 7-Tage-Inzidenz der COVID-19-Fälle in Deutschland

description: Im Datensatz "7-Tage-Inzidenz der COVID-19-Fälle in Deutschland" des Robert Koch-Instituts werden die täglich aktualisierten COVID-19-Inzidenzen auf Bundes-, Landes- und Landkreisebene basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Die 7-Tage-Inzidenz wird definiert als Anzahl gemeldeter Fälle der letzten sieben Tage pro 100.000 Einwohner:innen und differenziert nach Altersgruppen und Regionen. Die Datenverarbeitung erfolgt vollständig elektronisch über das Deutsche Elektronische Melde- und Informationssystem (DEMIS).
DOI: 10.15468/dl.zj3yn4
title: Occurrence Download

description: A dataset containing 731043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FishBase Database"
 ]
}

 The dataset includes 731043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011376-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hsx5x
title: Occurrence Download

description: A dataset containing 2359 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Crax alberti",
 "Year 1990-2025"
 ]
}

 The dataset includes 2359 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011377-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17505038
title: Finite Difference Approximate Solution Of Two-Dimensional Steady-State Energy Equation
DOI: 10.5281/zenodo.17505039
title: Finite Difference Approximate Solution Of Two-Dimensional Steady-State Energy Equation
DOI: 10.5281/zenodo.17116516
title: sudoLLM: On Multi-role Alignment of Language Models

description: Datasets and artifacts for paper titled "sudoLLM: On Multi-role Alignment of Language Models".
DOI: 10.5281/zenodo.17116517
title: sudoLLM: On Multi-role Alignment of Language Models

description: Datasets and artifacts for paper titled "sudoLLM: On Multi-role Alignment of Language Models".
DOI: 10.15468/dl.rxusu3
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Uganda",
 "TaxonKey is Cnemaspis"
 ]
}

 The dataset includes 88 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011381-251025141854904/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.30509042
title: Occurrence and trait data of medically important venomous snake species

description: This dataset provides a standardized compilation of occurrence and biological trait data for 373 medically important venomous snake species based on the <b>World Health Organization (WHO) Category 1 and 2 classification (WHO, 2024)</b>. The dataset integrates georeferenced distribution records, venom characteristics, and Red List conservation statuses to support global analyses of venomous snake diversity, medical importance, and biogeography.There are two files included:<b>1. snake_data.csv</b> — occurrence records for medically important snake species;<b>2. snake_info.csv</b> — species-level information including toxicity type and WHO medical importance categories.<br><b>File 1: snake_data.csv</b><b>Description:</b><br>Contains georeferenced occurrence records of venomous snake species from GBIF, iNaturalist, and The Atlas of Living Australia compiled between 1900 and 2025. <br><b>Variables:</b><b>Variable</b><b>Description</b>sourceData source (GBIF, iNaturalist, ALA)gbifIDUnique occurrence identifier from the source databasefamilyTaxonomic familygenusGenus namespeciesSpecies epithetdecimalLatitude, decimalLongitudeGeographic coordinates (WGS84)eventDateObservation or collection date (YYYY/MM/DD)redlistCategoryIUCN Red List status (e.g., Least Concern, Endangered)<br><b>File 2: snake_info.csv</b><b>Description:</b><br>Provides species-level trait and classification data for all 373 medically important venomous snakes. Includes WHO medical importance category and major venom type (neurotoxic, haemotoxic, or both).<br><b>Variables:</b><b>Variable</b><b>Description</b>scientific_nameScientific binomial of the speciescategory1WHO Category 1 classification (high medical importance)category2WHO Category 2 classification (secondary medical importance)neurotoxicBinary indicator (1 = neurotoxic venom; 0 = not)haemotoxicBinary indicator (1 = haemotoxic venom; 0 = not)<br><b>Acknowledgements</b>Data compiled from publicly available biodiversity databases (GBIF, iNaturalist, ALA) and the Clinical Toxinology Resources database. WHO medical importance categories were based on WHO (2024) classification.
DOI: 10.6084/m9.figshare.30509042.v1
title: Occurrence and trait data of medically important venomous snake species

description: This dataset provides a standardized compilation of occurrence and biological trait data for 373 medically important venomous snake species based on the <b>World Health Organization (WHO) Category 1 and 2 classification (WHO, 2024)</b>. The dataset integrates georeferenced distribution records, venom characteristics, and Red List conservation statuses to support global analyses of venomous snake diversity, medical importance, and biogeography.There are two files included:<b>1. snake_data.csv</b> — occurrence records for medically important snake species;<b>2. snake_info.csv</b> — species-level information including toxicity type and WHO medical importance categories.<br><b>File 1: snake_data.csv</b><b>Description:</b><br>Contains georeferenced occurrence records of venomous snake species from GBIF, iNaturalist, and The Atlas of Living Australia compiled between 1900 and 2025. <br><b>Variables:</b><b>Variable</b><b>Description</b>sourceData source (GBIF, iNaturalist, ALA)gbifIDUnique occurrence identifier from the source databasefamilyTaxonomic familygenusGenus namespeciesSpecies epithetdecimalLatitude, decimalLongitudeGeographic coordinates (WGS84)eventDateObservation or collection date (YYYY/MM/DD)redlistCategoryIUCN Red List status (e.g., Least Concern, Endangered)<br><b>File 2: snake_info.csv</b><b>Description:</b><br>Provides species-level trait and classification data for all 373 medically important venomous snakes. Includes WHO medical importance category and major venom type (neurotoxic, haemotoxic, or both).<br><b>Variables:</b><b>Variable</b><b>Description</b>scientific_nameScientific binomial of the speciescategory1WHO Category 1 classification (high medical importance)category2WHO Category 2 classification (secondary medical importance)neurotoxicBinary indicator (1 = neurotoxic venom; 0 = not)haemotoxicBinary indicator (1 = haemotoxic venom; 0 = not)<br><b>Acknowledgements</b>Data compiled from publicly available biodiversity databases (GBIF, iNaturalist, ALA) and the Clinical Toxinology Resources database. WHO medical importance categories were based on WHO (2024) classification.
DOI: 10.15468/dl.y9w2nj
title: Occurrence Download

description: A dataset containing 93549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is United Herbaria of the University and ETH Zurich",
 "StateProvince is Wallis"
 ]
}

 The dataset includes 93549 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011379-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4qfqh
title: Occurrence Download

description: A dataset containing 1525742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Philippines"
 ]
}

 The dataset includes 1525742 records from 1092 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011380-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17131992
title: Evaluation of Yeast Use in the Treatment of Carrot and Cauliflower Seeds

description: This dataset contains numerical results from trials conducted to evaluate the effect of yeast treatment on carrot (Daucus carota) and cauliflower (Brassica oleracea var. botrytis) seeds. Experiments were carried out in both laboratory and greenhouse settings, focusing on parameters such as germination, vigor, early seedling development, and other physiological indicators. Additionally, the dataset includes results from laboratory assays performed to determine the production of indole-3-acetic acid (IAA) by the yeast strains used in the seed treatments.

The data are organized in a single Excel spreadsheet (Data_yeast_seeds.xlsx) with separate sheets for each experimental condition:



Data Cauliflower Lab test

DATA CAULIFLOWER GREENHOUSE

DATA CARROT LABORATORY TESTS

DATA IAA TRIALS


All sheets include clearly labeled variables with descriptive column names written in full. Data were collected during the 2024 growing season in Chapecó, Santa Catarina, Brazil. Access to the dataset is temporarily restricted and will be made public upon publication of the associated article, currently under review at Discover Plants.
DOI: 10.5281/zenodo.17131993
title: Evaluation of Yeast Use in the Treatment of Carrot and Cauliflower Seeds

description: This dataset contains numerical results from trials conducted to evaluate the effect of yeast treatment on carrot (Daucus carota) and cauliflower (Brassica oleracea var. botrytis) seeds. Experiments were carried out in both laboratory and greenhouse settings, focusing on parameters such as germination, vigor, early seedling development, and other physiological indicators. Additionally, the dataset includes results from laboratory assays performed to determine the production of indole-3-acetic acid (IAA) by the yeast strains used in the seed treatments.

The data are organized in a single Excel spreadsheet (Data_yeast_seeds.xlsx) with separate sheets for each experimental condition:



Data Cauliflower Lab test

DATA CAULIFLOWER GREENHOUSE

DATA CARROT LABORATORY TESTS

DATA IAA TRIALS


All sheets include clearly labeled variables with descriptive column names written in full. Data were collected during the 2024 growing season in Chapecó, Santa Catarina, Brazil. Access to the dataset is temporarily restricted and will be made public upon publication of the associated article, currently under review at Discover Plants.
DOI: 10.57967/hf/7822
title: arabic-ocr-synthetic-scans-faker-300k
DOI: 10.15468/dl.zq5k2y
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudophoenix ekmanii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019198-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23njge
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ourisia integrifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 104 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019200-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4n2ft
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polylepis tomentella",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 214 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019202-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bggenp
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ourisia microphylla",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019204-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r3msm6
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus greggii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 431 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019205-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc6s9z
title: Occurrence Download

description: A dataset containing 2406 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penstemon barbatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2406 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019207-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zvum6
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Specimen, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rubus adenotrichus"
 ]
}

 The dataset includes 26 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019208-260208012135463/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/9489002
title: Projeto aurora i.a
DOI: 10.15468/dl.hwzjvz
title: Occurrence Download

description: A dataset containing 2767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penstemon procerus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2767 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019211-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmw99s
title: Occurrence Download

description: A dataset containing 7088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea imperati",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 7088 records from 244 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019210-260208012135463/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.31004182
title: <b>High fluctuating asymmetry in birds in a large neotropical city</b>

description: Urbanisation is a powerful environmental force, negatively impacting the few organisms that persist in urban areas. Fluctuating asymmetry (FA), a recognised bioindicator of ontogenetic and environmental stress, may reflect such impacts, though its role in assessing urban intensification remains unclear. We investigated the relationship between urbanisation intensity and FA in birds, analysing 10 locally abundant species in Brasília city, Brazil. Our hypothesis posited that birds in more urbanised areas would exhibit higher FA. We measured bird tarsus and wing to assess asymmetry and also examined whether FA differed between traits. Neither wing nor tarsus FA increased with urban intensity. However, tarsus FA was consistently higher than wing FA. Notably, our FA values for both traits are comparable to, or in the case of tarsus, exceed those reported for birds in fragmented forests. These findings suggest that urbanisation (even at lower intensities) may impose stronger genetic and/or environmental stress on developmental stability than previously recognised.
DOI: 10.6084/m9.figshare.31004182.v1
title: <b>High fluctuating asymmetry in birds in a large neotropical city</b>

description: Urbanisation is a powerful environmental force, negatively impacting the few organisms that persist in urban areas. Fluctuating asymmetry (FA), a recognised bioindicator of ontogenetic and environmental stress, may reflect such impacts, though its role in assessing urban intensification remains unclear. We investigated the relationship between urbanisation intensity and FA in birds, analysing 10 locally abundant species in Brasília city, Brazil. Our hypothesis posited that birds in more urbanised areas would exhibit higher FA. We measured bird tarsus and wing to assess asymmetry and also examined whether FA differed between traits. Neither wing nor tarsus FA increased with urban intensity. However, tarsus FA was consistently higher than wing FA. Notably, our FA values for both traits are comparable to, or in the case of tarsus, exceed those reported for birds in fragmented forests. These findings suggest that urbanisation (even at lower intensities) may impose stronger genetic and/or environmental stress on developmental stability than previously recognised.
DOI: 10.5281/zenodo.18644372
title: plethodon_kisatchie_spades_02.fasta.gz
DOI: 10.5281/zenodo.18644371
title: plethodon_kisatchie_spades_02.fasta.gz
DOI: 10.15468/dl.f3xstf
title: Occurrence Download

description: A dataset containing 6697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago maritima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6697 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019212-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.