cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16962489
title: Supplementary to "Adjusting wind-induced bias on disdrometer and rain gauge measurements"

description: This dataset contains selected disdrometer, rain gauge and anemometer data used in the paper "Adjusting wind-induced bias on disdrometer and rain gauge measurements" submitted to Water Resources Research. 

The disdrometer and anemometer data for the Pescara site is owned by the National Research Council of Italy, Institute of Atmospheric Sciences and Climate (CNR-ISAC). For additional information contact Dr. Elisa Adirosi (mail to: elisa.adirosi@artov.isac.cnr.it).The rain gauge data for the Pescara site is owned by the Hydrographic Service of the Abruzzo Region (https://www2.regione.abruzzo.it/content/la-rete-di-rilevamento, mail to: idrografico@regione.abruzzo.it). The rain gauge data for the Calabria stations is owned by the Regional Agency for Environmental Protection of the Calabria Region (ARPACAL), Operational Multi-risk Center (https://www.cfd.calabria.it/index.php/dati-stazioni/dati-storici, contact person: l.marsico@arpacal.it).
DOI: 10.5281/zenodo.16962490
title: Supplementary to "Adjusting wind-induced bias on disdrometer and rain gauge measurements"

description: This dataset contains selected disdrometer, rain gauge and anemometer data used in the paper "Adjusting wind-induced bias on disdrometer and rain gauge measurements" submitted to Water Resources Research. 

The disdrometer and anemometer data for the Pescara site is owned by the National Research Council of Italy, Institute of Atmospheric Sciences and Climate (CNR-ISAC). For additional information contact Dr. Elisa Adirosi (mail to: elisa.adirosi@artov.isac.cnr.it).The rain gauge data for the Pescara site is owned by the Hydrographic Service of the Abruzzo Region (https://www2.regione.abruzzo.it/content/la-rete-di-rilevamento, mail to: idrografico@regione.abruzzo.it). The rain gauge data for the Calabria stations is owned by the Regional Agency for Environmental Protection of the Calabria Region (ARPACAL), Operational Multi-risk Center (https://www.cfd.calabria.it/index.php/dati-stazioni/dati-storici, contact person: l.marsico@arpacal.it).
DOI: 10.15468/dl.3q2mkd
title: Occurrence Download

description: A dataset containing 409896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Veronica arvensis"
 ]
}

 The dataset includes 409896 records from 2616 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049828-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231548
title: Replication data for: Business Volatility, Job Destruction, and Unemployment

description: Unemployment inflows fell from 4 percent of employment per month
in the early 1980s to 2 percent by the mid 1990s. Using low frequency
movements in industry-level data, we estimate that a 1 percentage
point drop in the quarterly job destruction rate lowers the
monthly unemployment inflow rate by 0.28 points. By our estimates,
declines in job destruction intensity account for 28 (55) percent of
the fall in unemployment inflows from 1982 (1990) to 2005. Slower
job destruction accounts for similar fractions of long-term declines
in the rate of unemployment. (JEL E24, E32, J64)
DOI: 10.3886/e231548v1
title: Replication data for: Business Volatility, Job Destruction, and Unemployment

description: Unemployment inflows fell from 4 percent of employment per month
in the early 1980s to 2 percent by the mid 1990s. Using low frequency
movements in industry-level data, we estimate that a 1 percentage
point drop in the quarterly job destruction rate lowers the
monthly unemployment inflow rate by 0.28 points. By our estimates,
declines in job destruction intensity account for 28 (55) percent of
the fall in unemployment inflows from 1982 (1990) to 2005. Slower
job destruction accounts for similar fractions of long-term declines
in the rate of unemployment. (JEL E24, E32, J64)
DOI: 10.15468/dl.fqde6g
title: Occurrence Download

description: A dataset containing 2557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2557 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027331-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6v7x8q
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027332-250811113504898/datasets/export for details.
DOI: 10.15468/dl.nnyamv
title: Occurrence Download

description: A dataset containing 3577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bufo gargarizans",
 "Year 1000-2025"
 ]
}

 The dataset includes 3577 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027333-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/lfchtb
title: WORLD Education Laws 2023

description: The WORLD Education Laws 2023 dataset was created to assess progress on constitutional rights, laws, and policies affecting access to education through a systematic review of legislation governing education across all 193 UN countries as of January 2023. The dataset covers tuition-free and compulsory education from pre-primary through the completion of secondary, fee-free education from primary through the completion of secondary, prohibitions of gender discrimination and sexual harassment in education, and prohibitions of disability-based discrimination, the right to inclusive education, and guarantees of integration in education. A public use legislative repository is also included providing the legal documents used to code each country. The WORLD Policy Analysis Center (WORLD) is committed to improving the quantity and quality of globally comparative data available to policymakers, citizens, civil society, and researchers on laws and policies that work to support human rights, including economic opportunity, social and civic engagement, human health, development, well-being, and equity.
description: Some citations use earlier versions of this data
DOI: 10.15468/dl.abw89b
title: Occurrence Download

description: A dataset containing 759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alnus cremastogyne"
 ]
}

 The dataset includes 759 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027334-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gden2b
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 99 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027336-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mj4y4h
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027335-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hkmz2
title: Occurrence Download

description: A dataset containing 2017 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Araucaria heterophylla"
 ]
}

 The dataset includes 2017 records from 214 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027337-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ttyte
title: Occurrence Download

description: A dataset containing 23483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Sambucus cerulea"
 ]
}

 The dataset includes 23483 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027338-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpxwwz
title: Occurrence Download

description: A dataset containing 62145 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sorghum halepense"
 ]
}

 The dataset includes 62145 records from 1107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027315-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8k3bg
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027342-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/559m-wz32
title: Parkes observations for project P1219 semester 2025APRS_09

description: Magnetic fields are fundamental in regulating star formation and the evolution of molecular clouds. Zeeman splitting offers a unique method to directly measure line-of-sight magnetic field strengths in interstellar environments, from the diffuse ISM to dense cores. Observations of HI and OH absorption toward pulsars provide an unprecedented opportunity to measure magnetic fields with high precision, benefiting from pulsars' small angular sizes and reliable Stokes V spectra unaffected by instrumental effects. Our recent tentative Zeeman splitting detections in OH absorption toward PSR J1644-4559 with Parkes reveal magnetic field strengths that suggest magnetically subcritical states, where magnetic pressure counteracts gravity. This challenges conventional theories of subcritical cold neutral medium (CNM) transitioning to supercritical star-forming molecular clouds, emphasizing the need for detailed investigation. We propose a continuation of Zeeman splitting studies through high-sensitivity OH and HI absorption observations of pulsars PSR J1644-4559, J1721-3532, and J1852+0031 using Parkes. By employing an innovative phase-resolved spectral technique and extending integration times, we aim to enhance Zeeman detection sensitivity and study magnetic field transitions in the CNM and quiescent molecular clouds. This work will refine our understanding of subcritical-to-supercritical transitions in star formation, establish pulsar absorption as a robust probe of interstellar magnetic fields, and advance observational techniques critical to star formation studies.
DOI: 10.25919/gpd6-ar48
title: Parkes observations for project P1338 semester 2025APRS_39

description: Fast radio bursts (FRBs) are millisecond-duration radio bursts of extragalactic origin. Since the discovery of the first FRB in the archival Parkes/Murriyang multibeam data, a broad dichotomy in population has emerged. Some FRBs have been seen to be repeating, while others are not, despite a significant amount of follow-up using different radio telescopes. The repeating FRB 20240114A was recently discovered by CHIME/FRB, which has been seen to have an exceptionally high burst activity. Such extreme burst activity has not been seen in any other source. The repeating FRBs, such as FRB 20240114A, provide an unparalleled window into their circumburst environment due to their repeating nature, which can be used to constrain possible progenitor models and test underlying emission mechanisms. The previous Parkes/Murriyang source follow-up has also revealed intriguing spectro-polarimetric properties, such as frequency-dependent evolution of burst central frequency or chromaticity, a possible activity window, significantly large circular polarisation (CP), and frequency-dependent CP. These properties hold the key towards understanding the circumburst environment of the FRBs, and test possible progenitor models. A large bandwidth instrument with reliable polarimetry has been critical in uncovering these properties. The ultra-wideband low (UWL) receiver on Parkes/Murriyang is ideally suited to explore the source's wideband spectro-temporal and polarimetric behaviour. We propose a campaign to regularly follow up FRB 20240114A to ascertain its long-term evolution of spectro-temporal properties.
DOI: 10.15468/dl.79zsue
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Touit stictopterus"
 ]
}

 The dataset includes 205 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027343-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6zbxd
title: Occurrence Download

description: A dataset containing 20815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20815 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027341-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15756327
title: Long and Short Read Sequences and Reference Genome for a Bacillus Subtilis Strain

description: Datasets for use the Galaxy Training Network tutorial: Hybrid genome assembly - Nanopore and Illumina.



fastq file with illumina forward reads: illumina_reads_1.fastq

fastq file with illumina reverse reads: illumina_reads_2.fastq

fastq file with nanopore reads: nanopore_reads.fastq

fasta file with reference genome: reference_genome.fasta
DOI: 10.5281/zenodo.15756328
title: Long and Short Read Sequences and Reference Genome for a Bacillus Subtilis Strain

description: Datasets for use the Galaxy Training Network tutorial: Hybrid genome assembly - Nanopore and Illumina.



fastq file with illumina forward reads: illumina_reads_1.fastq

fastq file with illumina reverse reads: illumina_reads_2.fastq

fastq file with nanopore reads: nanopore_reads.fastq

fasta file with reference genome: reference_genome.fasta
DOI: 10.25919/pef1-5k89
title: Parkes observations for project PX600 semester 2020APRS_123

description: The Galactic Center (GC) is a key target for the radio component of Breakthrough Listen (BL) program. Offering the largest amount of stars in any given direction in the sky, the GC is widely cited as a location believed to harbour advanced civilizations, and it is also the most energetic region in the Milky Way. We aim to conduct BL-GC Survey with Parkes radio telescope for around 350 hours. We will cover the frequency range from 700 MHz to 4 GHz, utilizing the newly installed ultra-wideband receiver. Our team has already leveraged both standard and bespoke tools to construct a flexible software stack to search data for signals of interest. We will look for signals from extraterrestrial intelligence (ETI) by searching for both simple narrow-band signals and complex modulated signals. Along with that, as an ancillary science, we will also search for accelerated pulsars — likely orbiting a supermassive black hole at the centre of the Milky Way Galaxy. Data products produced during this program will also be publically available to engage larger pulsar community
DOI: 10.25919/psm9-x886
title: Parkes observations for project P1338 semester 2025APRS_40

description: Fast radio bursts (FRBs) are millisecond-duration radio bursts of extragalactic origin. Since the discovery of the first FRB in the archival Parkes/Murriyang multibeam data, a broad dichotomy in population has emerged. Some FRBs have been seen to be repeating, while others are not, despite a significant amount of follow-up using different radio telescopes. The repeating FRB 20240114A was recently discovered by CHIME/FRB, which has been seen to have an exceptionally high burst activity. Such extreme burst activity has not been seen in any other source. The repeating FRBs, such as FRB 20240114A, provide an unparalleled window into their circumburst environment due to their repeating nature, which can be used to constrain possible progenitor models and test underlying emission mechanisms. The previous Parkes/Murriyang source follow-up has also revealed intriguing spectro-polarimetric properties, such as frequency-dependent evolution of burst central frequency or chromaticity, a possible activity window, significantly large circular polarisation (CP), and frequency-dependent CP. These properties hold the key towards understanding the circumburst environment of the FRBs, and test possible progenitor models. A large bandwidth instrument with reliable polarimetry has been critical in uncovering these properties. The ultra-wideband low (UWL) receiver on Parkes/Murriyang is ideally suited to explore the source's wideband spectro-temporal and polarimetric behaviour. We propose a campaign to regularly follow up FRB 20240114A to ascertain its long-term evolution of spectro-temporal properties.
DOI: 10.15468/dl.qh6zt5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Saint Vincent and the Grenadines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027347-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8u45m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027346-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16916661
title: New mersenne primes

description: new mersenne primes
DOI: 10.5281/zenodo.16916662
title: New mersenne primes

description: new mersenne primes
DOI: 10.34740/kaggle/dsv/12822764
title: Mashhad Housing Market Prices: 2025 Dataset
DOI: 10.15468/dl.v3692v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is San Marino",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027350-250811113504898/datasets/export for details.
DOI: 10.15468/dl.mrsjy6
title: Occurrence Download

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

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027349-250811113504898/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.29898101
title: Genotype data of Karacabey Merino, Middle Anatolian Merino (Oamer), Akkaraman, HASMER, and HASAK sheep breeds.

description: This study aimed to comparatively detect genomic signatures of selection in indigenous and crossbred Turkish sheep breeds using high-density SNP genotyping. A total of 1,612 individuals were analyzed, comprising the indigenous Akkaraman breed and four crossbreds: Karacabey Merino, Oamer, Hasak, and Hasmer. PCA revealed clear genetic separation of Akkaraman, partial overlap between Karacabey Merino and Oamer, and distinct variation in the small Hasak and Hasmer populations. Genetic diversity metrics indicated moderate and relatively homogeneous diversity across breeds, with slightly negative FIS, reflecting heterozygote excess. Selection signatures were identified using ROH, iHS, and Tajima’s D statistics. ROH analysis highlighted breed-specific candidate genes associated with growth (e.g., BGLAP, MYF6, GHR), milk production (PRL, LTF, casein cluster), immune response (TLR2, TLR5, IL15), and reproduction (FSHB, BMPR1B). iHS detected additional loci under positive selection, including MSTN, POU1F1, LEPR, and LALBA, while Tajima’s D identified selective sweeps in genes related to muscle development (CAPN2, CAST), reproduction (PAG4), and immune function (IRF2, ITGB2). Fifty candidate genes were shared among all breeds, whereas others were breed-specific, suggesting both common and unique adaptive pathways. These findings provide valuable insights into the genomic architecture and adaptive evolution of indigenous and crossbred Turkish sheep, with implications for conservation and breeding strategies.
DOI: 10.6084/m9.figshare.29898101.v1
title: Genotype data of Karacabey Merino, Middle Anatolian Merino (Oamer), Akkaraman, HASMER, and HASAK sheep breeds.

description: This study aimed to comparatively detect genomic signatures of selection in indigenous and crossbred Turkish sheep breeds using high-density SNP genotyping. A total of 1,612 individuals were analyzed, comprising the indigenous Akkaraman breed and four crossbreds: Karacabey Merino, Oamer, Hasak, and Hasmer. PCA revealed clear genetic separation of Akkaraman, partial overlap between Karacabey Merino and Oamer, and distinct variation in the small Hasak and Hasmer populations. Genetic diversity metrics indicated moderate and relatively homogeneous diversity across breeds, with slightly negative FIS, reflecting heterozygote excess. Selection signatures were identified using ROH, iHS, and Tajima’s D statistics. ROH analysis highlighted breed-specific candidate genes associated with growth (e.g., BGLAP, MYF6, GHR), milk production (PRL, LTF, casein cluster), immune response (TLR2, TLR5, IL15), and reproduction (FSHB, BMPR1B). iHS detected additional loci under positive selection, including MSTN, POU1F1, LEPR, and LALBA, while Tajima’s D identified selective sweeps in genes related to muscle development (CAPN2, CAST), reproduction (PAG4), and immune function (IRF2, ITGB2). Fifty candidate genes were shared among all breeds, whereas others were breed-specific, suggesting both common and unique adaptive pathways. These findings provide valuable insights into the genomic architecture and adaptive evolution of indigenous and crossbred Turkish sheep, with implications for conservation and breeding strategies.
DOI: 10.34740/kaggle/dsv/12822775
title: Peer-to-Peer Boliviano (BOB) Exchange Data