cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35111/msjw-9j39
title: News Sub-domain Named Entity Recognition

description: <h3>Introduction</h3>
<p>News Sub-domain Named Entity Recognition (LDC2023T12) was developed at the University of Pennsylvania and contains over 20,000 English news sentences annotated with named entities and categorized into sub-domains. The sentences were extracted from <a href="../../../LDC2008T19">The New York Times Annotated Corpus (LDC2008T19)</a>, which is comprised of over 1.8 million articles written and published by the New York Times between January 1, 1987 and June 19, 2007 with article metadata provided by the New York Times Newsroom, the New York Times Indexing Service and the online production staff at nytimes.com.</p>
<h3>Data</h3>
<p>Sentences were selected from different years and topics following the metadata provided in the New York Times corpus above. Named entity annotation was based on the <a href="https://paperswithcode.com/dataset/conll-2003">CoNLL-2003 guidelines and annotation scheme</a>. Sentences were labeled with person (PER), location (LOC) and organization (ORG) tags using phrase matching with a manual second pass. Sub-domains are: Arts (+Weekend/Cultural), Business (+Financial), Classifieds (+Obituary), Editorial, Foreign, Metropolitan, Sports and Others. "Others" includes topics such as Real Estate, New Jersey Weekly, Book Review, Job Market, Science, and Health & Fitness.</p>
<p>Each line in the annotation files (except the document id) contains two columns separated by tabs: the first column contains the word, and the second column contains the tag. Following CoNLL guidelines, tags are B-TYPE, I-TYPE and O. TYPE can be PER, LOC or ORG.</p>
<p>Annotation and source text files are presented in txt format.</p>
<h3>Samples</h3>
<p><a href="desc/addenda/LDC2023T12.txt">TXT file</a></p>
<h3>Updates</h3>
<p>None at this time.</p>
DOI: 10.34740/kaggle/dsv/11706404
title: Fuel Treatment Effectiveness Analysis Data
DOI: 10.15468/dl.w3zpv4
title: Occurrence Download

description: A dataset containing 23643 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CNIN/Abejas de México/Apoidea"
 ]
}

 The dataset includes 23643 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018650-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26093/cds/vizier.18710046
title: Hectoschelle spectra of 2MASS stars in Cep OB3b

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal with title ' The dynamics, structure, and fate of a young cluster during gas dispersal: Hectoschelle, Chandra, Spitzer, and Gaia observations of Cep OB3b.' (bibcode: 2019ApJ...871...46K)
DOI: 10.15468/dl.4vcz7z
title: Occurrence Download

description: A dataset containing 7007 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 7007 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018651-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15482/usda.adc/28039040
title: Data and scripts from: Revealing reassortment in influenza A viruses with TreeSort

description: This repository contains scripts and data to replicate the experiments from<br>Markin, A., Macken, C.A., Baker, A.L., and Anderson, T.K., 2024. <b>Revealing reassortment in influenza A viruses with TreeSort</b>. bioRxiv 2024.11.15.623781; doi: https://doi.org/10.1101/2024.11.15.623781<br><br>For the TreeSort tool and tutorial, see https://github.com/flu-crew/TreeSort.Unzip TreeSort-experiments.zip and see the nested directories and README files for instructions to replicate the study.- See 'simulations' directory for code and instructions to replicate the simulation study.<br>- See 'IAV-reasortment-analysis' directory for data and code to replicate the analysis of reassortment rates and patterns among avian, swine, and human IAV lineages.<br>Contact alexey.markn@usda.gov for questions.<br>
DOI: 10.15482/usda.adc/28039040.v1
title: Data and scripts from: Revealing reassortment in influenza A viruses with TreeSort

description: This repository contains scripts and data to replicate the experiments from<br>Markin, A., Macken, C.A., Baker, A.L., and Anderson, T.K., 2024. <b>Revealing reassortment in influenza A viruses with TreeSort</b>. bioRxiv 2024.11.15.623781; doi: https://doi.org/10.1101/2024.11.15.623781<br><br>For the TreeSort tool and tutorial, see https://github.com/flu-crew/TreeSort.Unzip TreeSort-experiments.zip and see the nested directories and README files for instructions to replicate the study.- See 'simulations' directory for code and instructions to replicate the simulation study.<br>- See 'IAV-reasortment-analysis' directory for data and code to replicate the analysis of reassortment rates and patterns among avian, swine, and human IAV lineages.<br>Contact alexey.markn@usda.gov for questions.<br>
DOI: 10.26093/cds/vizier.22670005
title: S-type stars from LAMOST MRS DR10 spectra

description: VizieR online Data Catalogue associated with article published in journal Astrophysical Journal Supplement Series with title ' S-type stars from LAMOST DR10: classification of intrinsic and extrinsic stars.' (bibcode: 2023ApJS..267....5C)
DOI: 10.26093/cds/vizier.74872937
title: Evidence for disc regulation in NGC 2264

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Evidence for disc regulation in the lowest mass stars of the young stellar cluster NGC 2264.' (bibcode: 2019MNRAS.487.2937O)
DOI: 10.26093/cds/vizier.74953592
title: Emission in local volume dwarf galaxies

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Statistics and properties of emission-line regions in the local volume dwarf galaxies.' (bibcode: 2020MNRAS.495.3592K)
DOI: 10.15482/usda.adc/26058541
title: Data from: Transcriptome and metabolome analyses reveal regulatory networks associated with nutrition synthesis in sorghum seeds

description: Kafirin data generated by co-author Scott Bean from the manuscript as part of manuscript characterizing the transcriptome and metabolome of sorghum during seed development. <br>
DOI: 10.15482/usda.adc/26058541.v1
title: Data from: Transcriptome and metabolome analyses reveal regulatory networks associated with nutrition synthesis in sorghum seeds

description: Kafirin data generated by co-author Scott Bean from the manuscript as part of manuscript characterizing the transcriptome and metabolome of sorghum during seed development. <br>
DOI: 10.26093/cds/vizier.74984943
title: Milky Way and Andromeda analogues

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Are the Milky Way and Andromeda unusual? A comparison with Milky Way and Andromeda analogues.' (bibcode: 2020MNRAS.498.4943B)
DOI: 10.26093/cds/vizier.74990993
title: Small Magellanic Cloud's background galaxies

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' The intrinsic reddening of the Magellanic Clouds as traced by background galaxies - II. The Small Magellanic Cloud.' (bibcode: 2020MNRAS.499..993B)
DOI: 10.26093/cds/vizier.75002590
title: Gaia DR2 giants in the Galactic dust I

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Gaia DR2 giants in the Galactic dust. I. Reddening across the whole dust layer and some properties of the giant clump.' (bibcode: 2021MNRAS.500.2590G)
DOI: 10.26093/cds/vizier.75011370
title: Chemical abundances of Seyfert 2 AGNs IV

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Chemical abundances of Seyfert 2 AGNs IV. Composite models calculated by photoionization + shocks.' (bibcode: 2021MNRAS.501.1370D)
DOI: 10.26093/cds/vizier.75012279
title: Stars in the Sagittarius stream

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' Tango for three: Sagittarius, LMC, and the Milky Way.' (bibcode: 2021MNRAS.501.2279V)
DOI: 10.26093/cds/vizier.75123383
title: Wide binaries eccentricities with Gaia EDR3

description: VizieR online Data Catalogue associated with article published in journal Monthly Notices of the Royal Astronomical Society with title ' The eccentricity distribution of wide binaries and their individual measurements.' (bibcode: 2022MNRAS.512.3383H)
DOI: 10.25919/zk4y-kf25
title: Parkes observations for project P1363 semester 2025APRS_02

description: We propose to monitor the bursts from the hyperactive repeating fast radio burst FRB 20240619D over six months using the Murriyang UWL receiver. The primary aim is to study the evolution of burst activity and polarization properties with frequency and time, and to discover any potential periodicity in the burst activity. These insights will enhance our understanding of the progenitor, emission physics, and the immediate magneto-ionic environment of FRB 20240619D, thereby informing the general FRB population. A total of 15 hours of observing between August and November 2024 resulted in over 1300 bursts detected using the UWL receiver. Some bursts exhibit complex spectro-temporal emission patterns. The burst rate, based on Murriyang and MeerKAT observations, indicates that the source was active until September 2nd, after which it became inactive. Given that two other repeating FRBs have exhibited periodic activity cycles, it is reasonable to expect that FRB 20240619D could become active again, making continued monitoring crucial. The UWL receiver's broad frequency coverage and sensitivity are essential for detecting many bursts and enabling simultaneous observations at different frequencies. This is important for understanding the burst activity evolution with time and frequency, spectral properties, and underlying emission mechanisms. The combination of sensitivity and wide bandwidth makes Murriyang the ideal telescope for monitoring this FRB. Results from these observations will be pivotal in understanding FRB 20240619D's place within the broader repeater population and its potential connection to broader FRB progenitor models.
DOI: 10.15468/dl.9k9efv
title: Occurrence Download

description: A dataset containing 5684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abelmoschus esculentus (L.) Moench",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 5684 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018653-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e228782
title: Supplementary data for: Labor Supply and Household Dynamics

description: This project provides evidence that understanding household decisions and evaluating welfare-related policies requires incorporating an intertemporal dimension into collective household models. Unlike static models, intertemporal collective models account for the fact that most households consist of more than one decision maker whose preferences and constraints evolve over time. Using data from the Panel Study of Income Dynamics (PSID), the paper documents that gender differences in labor supply—particularly before and after marriage—do not emerge abruptly at the time of marriage, but instead develop gradually over time.
DOI: 10.15482/usda.adc/27912960
title: Data from: First Field Evaluation of a Polylactic Acid-based Weed Barrier with Compost for Carrot Production

description: From related publication in HortTechnology: "To improve weed suppression and reduce hand weeding in these systems, we developed and tested different biobased polylactic acid (PLA) mulch and compost combinations for carrot production. Carrot was direct-seeded onto PLA mulches and top-dressed with a<br>layer of compost to facilitate carrot germination and rooting through the semipermeable mulch surface."
DOI: 10.15482/usda.adc/27912960.v1
title: Data from: First Field Evaluation of a Polylactic Acid-based Weed Barrier with Compost for Carrot Production

description: From related publication in HortTechnology: "To improve weed suppression and reduce hand weeding in these systems, we developed and tested different biobased polylactic acid (PLA) mulch and compost combinations for carrot production. Carrot was direct-seeded onto PLA mulches and top-dressed with a<br>layer of compost to facilitate carrot germination and rooting through the semipermeable mulch surface."
DOI: 10.5281/zenodo.15353250
title: Proxy soil temperature and moisture regimes (climate regimes) in southwestern U.S. drylands: 1980-2019

description: Spatially explicit and climate sensitive information on the responses of ecosystems to global change processes is required for strategic planning and prioritization of conservation and restoration. Indicators of ecological resilience and invasion resistance (R&R) are used increasingly to understand the influence of climate regimes on ecosystem responses to global change processes and determine effective management strategies. We developed proxy soil temperature and moisture regimes, or climate regimes, for southwestern U.S. drylands that accounted for precipitation seasonality and climate change at a scale of 1 kilometer (km) for the time period from 1980-2019. The climate variables that we used, mean annual temperature, precipitation, and monsoon index, allowed us to construct climate sensitive and ecologically meaningful climate regimes that mirrored the soil temperature and moisture regimes in the U.S. National Cooperative Soil Survey data and Ecological Site Descriptions that are widely used by managers in the western U.S. This data publication provides climate regimes raster data (GeoTIFF format) that include four temperature regimes (cryic, frigid, mesic, and hypermesic), both ustic and xeric/aridic moisture regimes, and multiple moisture subclasses based on average precipitation zones (PZ). The climate regimes reflected the dominant ecological types and plant functional groups and allowed us to develop meaningful indicators of R&R. Particularly important was identification of a monsoon index value (0.30) to delineate areas with an ustic (summer moist) precipitation regime as indicated by the frequency of C4 vs. C3 grass species.
DOI: 10.5281/zenodo.15353251
title: Proxy soil temperature and moisture regimes (climate regimes) in southwestern U.S. drylands: 1980-2019

description: Spatially explicit and climate sensitive information on the responses of ecosystems to global change processes is required for strategic planning and prioritization of conservation and restoration. Indicators of ecological resilience and invasion resistance (R&R) are used increasingly to understand the influence of climate regimes on ecosystem responses to global change processes and determine effective management strategies. We developed proxy soil temperature and moisture regimes, or climate regimes, for southwestern U.S. drylands that accounted for precipitation seasonality and climate change at a scale of 1 kilometer (km) for the time period from 1980-2019. The climate variables that we used, mean annual temperature, precipitation, and monsoon index, allowed us to construct climate sensitive and ecologically meaningful climate regimes that mirrored the soil temperature and moisture regimes in the U.S. National Cooperative Soil Survey data and Ecological Site Descriptions that are widely used by managers in the western U.S. This data publication provides climate regimes raster data (GeoTIFF format) that include four temperature regimes (cryic, frigid, mesic, and hypermesic), both ustic and xeric/aridic moisture regimes, and multiple moisture subclasses based on average precipitation zones (PZ). The climate regimes reflected the dominant ecological types and plant functional groups and allowed us to develop meaningful indicators of R&R. Particularly important was identification of a monsoon index value (0.30) to delineate areas with an ustic (summer moist) precipitation regime as indicated by the frequency of C4 vs. C3 grass species.
DOI: 10.21227/nqhd-1078
title: "Zero Trust Architecture Dataset (ZTAD)"

description: "Data Format: The format of the dataset is CSV format.- Size of Dataset: The size of the dataset is 3.84 Go with 7,068,103 rows and 18 columns.- The summary of the attributes:1) Date: Date of the event, in the format MM\/DD\/YYYY.2) Time: Time of day, expressed in 24-hour format HH:MM.3) Timezone: Time zone specified during processing.4) MACB: Associated with actions performed on a file in a file system: M for modification, A for access, C for change, B for creation.5) Source: Short name of the source.6) Sourcetype: More detailed description of the source.7) Type: Type of event, for example, network connection, file modification, program execution, etc.8) User: Username associated with the entry.9) Host: Hostname associated with the entry.10) Short: Brief description of the entry, typically containing less text than the full description field.11) Desc: Description.12) Version: Version number of the timestamped object.13) Filename: Filename with the full path of the artifact that was analyzed.14) Inode: Node index; metadata address of the file being analyzed; used in Unix file systems to uniquely identify files.15) Notes: Some input modules insert additional information as a note.16) Format: Name of the module used to analyze the file.17) Extra: Additional analyzed information.-- Filesize: The file size in bytes.-- File_system_type: The type of file system where the file is stored, e.g., ext4, NTFS, etc.-- Is_allocated: An indicator showing whether the disk space allocated for the file is used or not.-- Sha256_hash: The SHA-256 hash of the file content, used to uniquely identify the file content.-- Reporter: Refers to the source or origin of the data, such as a program or system that generated a specific record during a forensic analysis.-- Attribute Names: Corresponds to the names of various characteristics or information, such as date, time, and type of activity recorded for each event analyzed in a digital investigation.18) Label of the MITRE ATT&CK Tactics."
DOI: 10.15468/dl.tsgtvm
title: Occurrence Download

description: A dataset containing 11914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spheniscus humboldti Meyen, 1834"
 ]
}

 The dataset includes 11914 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018654-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15353209
title: Conjunto de datos de Twitter relacionados con la COVID-19

description: Datos de Twitter (ahora X) utilizados para el analisis semantico de la información relacionada a la COVID-19 compartida en esta red social digital.
DOI: 10.5281/zenodo.15353210
title: Conjunto de datos de Twitter relacionados con la COVID-19

description: Datos de Twitter (ahora X) utilizados para el analisis semantico de la información relacionada a la COVID-19 compartida en esta red social digital.
DOI: 10.5281/zenodo.15353220
title: Raw ZooMS data of Master's Thesis "Novel Application of ZooMS to bones preserved in resin-impregnated sediment blocks"
DOI: 10.5281/zenodo.15353329
title: anablepsoides_rubrolineatus_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15353330
title: anablepsoides_rubrolineatus_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15306427
title: Supplementary Material of Master's Thesis "Novel Application of ZooMS to bones preserved in resin-impregnated sediment blocks"

description: Plate maps and mzML files (converted ZooMS data) can be found under the following link: https://doi.org/10.5281/zenodo.15345655

Raw ZooMS data can be found under the following link: https://doi.org/10.5281/zenodo.15353220
DOI: 10.5281/zenodo.15306426
title: Raw ZooMS data of Master's Thesis "Novel Application of ZooMS to bones preserved in resin-impregnated sediment blocks"
DOI: 10.5281/zenodo.15345655
title: Plate maps and mzML files (converted ZooMS data) of Master's Thesis "Novel Application of ZooMS to bones preserved in resin-impregnated sediment blocks"
DOI: 10.15468/dl.gbv3t6
title: Occurrence Download

description: A dataset containing 56334 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pavo cristatus Linnaeus, 1758",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 56334 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018649-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dmvd7tzjrv.1
title: Bibliometric Dataset on Creativity in Education Research in ASEAN Countries (2000-2024)

description: This dataset comprises metadata of 453 scientific publications on creativity in education within ASEAN countries, published between 2000 and May 2024. The data were retrieved from the Scopus database using a targeted search query focusing on creativity-related terms, education-related terms, and ASEAN country affiliations. This dataset formed the basis for a bibliometric analysis examining publication trends, influential authors and journals, collaborative networks, and thematic evolution in the field. The analysis employed Biblioshiny (R package) and VOSviewer software.
DOI: 10.15468/dl.ttkt2c
title: Occurrence Download

description: A dataset containing 8204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euterpe oleracea Mart."
 ]
}

 The dataset includes 8204 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018656-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.