cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13182771
title: Primrose16 r5 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182773
title: Primrose16 r5 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182770
title: Primrose16 r2 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182772
title: Primrose16 r2 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182766
title: Primrose16 r3 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182769
title: Primrose16 r3 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182765
title: Primrose16 r4 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182768
title: Primrose16 r4 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182764
title: Primrose16 r1 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13182767
title: Primrose16 r1 Downsampling

description: This dataset contains genomic sequences downsampled from the Primrose16 genome.
DOI: 10.5281/zenodo.13183892
title: NE1 r1 Downsampling

description: This dataset contains genomic sequences downsampled from the NE1 genome.
DOI: 10.5281/zenodo.13183895
title: NE1 r1 Downsampling

description: This dataset contains genomic sequences downsampled from the NE1 genome.
DOI: 10.15468/dl.me4uhx
title: Occurrence Download

description: A dataset containing 8924 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus maritimus Phipps, 1774"
 ]
}

 The dataset includes 8924 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047222-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7puk2f
title: Occurrence Download

description: A dataset containing 15184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "Geometry POLYGON((112.26193 -21.92868,112.97585 -34.38198,116.811 -35.60117,115.08033 -21.71576,113.16354 -21.31605,112.30663 -22.1194,112.26193 -21.92868))",
 "HasGeospatialIssue is false",
 "TaxonKey is Bivalvia"
 ]
}

 The dataset includes 15184 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047223-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rqqwd
title: Occurrence Download

description: A dataset containing 15196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.53577 -1.41537,-76.55625 -1.41537,-76.55625 0.05552,-78.53577 0.05552,-78.53577 -1.41537))",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 15196 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047224-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtcz3f
title: Occurrence Download

description: A dataset containing 136442641 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((150.85528 -15.85936,145.37567 -10.72767,133.28575 -10.37975,126.92378 -10.35731,117.70412 -16.44577,108.39749 -26.70917,113.96407 -39.32096,126.57587 -37.92931,130.75082 -34.97207,136.6653 -40.97354,146.49381 -45.93128,156.23534 -36.62464,159.45353 -25.66543,150.85528 -15.85936))"
 ]
}

 The dataset includes 136442641 records from 2490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047221-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15234125
title: The Putative AraC-type Transcriptional Regulator STM1082 Facilitates Salmonella Pathogenicity through Modulation of Intestinal Invasion and Intracellular Replication

description: The source data of a research paper titled "The Putative AraC-type Transcriptional Regulator STM1082 Facilitates Salmonella Pathogenicity through Modulation of Intestinal Invasion and Intracellular Replication"
DOI: 10.15468/dl.lpd0it
title: Occurrence Download

description: A dataset containing 4571 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Morella cerifera (L.) Small"
 ]
}

 The dataset includes 4571 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003526-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzngxf
title: Occurrence Download

description: A dataset containing 1492 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is Guatemala",
 "Country is Belize",
 "Country is El Salvador",
 "Country is Honduras",
 "Country is Nicaragua",
 "Country is Costa Rica",
 "Country is Panama",
 "Country is Colombia"
 ]
 },
 "TaxonKey is Pinus montezumae Lamb."
 ]
}

 The dataset includes 1492 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077317-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx8pxe
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-101.67915 21.20214,-101.65443 21.2239,-101.62285 21.24054,-101.61873 21.28789,-101.63795 21.32244,-101.67091 21.35186,-101.71074 21.35442,-101.76018 21.3493,-101.8055 21.29173,-101.7849 21.19574,-101.71761 21.17269,-101.67915 21.20214))",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Month is June",
 "Month is July",
 "Month is August",
 "Month is September"
 ]
 },
 "Year 2014-2022"
 ]
}

 The dataset includes 187 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196271-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5ytx7
title: Occurrence Download

description: A dataset containing 1616 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "Country is United States of America",
 "Year 2000-2020",
 "Geometry POLYGON((-83.77242 34.8585,-71.77726 34.8585,-68.98096 47.2673,-83.77242 43.11787,-83.77242 34.8585))",
 "HasCoordinate is true",
 "TaxonKey is Ursus americanus Pallas, 1780",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1616 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082074-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tsqtxm
title: Occurrence Download

description: A dataset containing 906782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 906782 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413703-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw2xje
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haemulon bonariense Cuvier, 1830",
 "Country is Colombia"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003526-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeb5sc
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Iran (Islamic Republic of)",
 "Country is Iraq",
 "Country is Azerbaijan",
 "Country is Armenia",
 "Country is Türkiye",
 "Country is Turkmenistan",
 "Country is Georgia"
 ]
 },
 "TaxonKey is Alauda gulgula Franklin, 1831"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005376-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dlbuui
title: Occurrence Download

description: A dataset containing 50123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Homo sapiens Linnaeus, 1758"
 ]
}

 The dataset includes 50123 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018757-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgzp2f
title: Occurrence Download

description: A dataset containing 1950 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apteryx australis Shaw, 1813"
 ]
}

 The dataset includes 1950 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0111189-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhlnl5
title: Occurrence Download

description: A dataset containing 4522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Chile",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "TaxonKey is Coscoroba coscoroba (Molina, 1782)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4522 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005376-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs5zgh
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Myanmar",
 "TaxonKey is Gracupica nigricollis (Paykull, 1807)"
 ]
}

 The dataset includes 105 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003526-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea7ccu
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malus sieversii (Ledeb.) Roem."
 ]
}

 The dataset's 10 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022453-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3t5mb
title: Occurrence Download

description: A dataset containing 1102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ectyoplasia ferox (Duchassaing & Michelotti, 1864)"
 ]
}

 The dataset includes 1102 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0399867-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypcisf
title: Occurrence Download

description: A dataset containing 15323 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is La mastofauna del cuaternario tardío de México"
 ]
}

 The dataset includes 15323 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003526-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weev1s
title: Occurrence Download

description: A dataset containing 23127346 species occurrences available in GBIF matching the query:
{
 "Continent" : [
 "is Africa"
 ]
}

 The dataset includes 23127346 records from 890 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029000-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecvqrm
title: Occurrence Download

description: A dataset containing 68121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((0.850622 41.213517, 0.850622 41.396556, 1.188983 41.396556, 1.188983 41.213517, 0.850622 41.213517))"
 ]
}

 The dataset includes 68121 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006618-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14780841
title: Mel Spectrograms of Trains' Transit for Railway Monitoring

description: This dataset consists of a collection of mel spectrograms derived from audio recordings of train passages on a railway line in Bologna. The recordings were acquired using a custom-built Internet of Things (IoT) device, specifically designed and assembled to facilitate high-fidelity acoustic monitoring.

The dataset encapsulates time-frequency representations of train-generated acoustic signals, providing a structured resource for tasks such as train classification, carriage counting and train speed estimation. The mel spectrograms have been generated through a pre-processing pipeline to ensure consistency and robustness in feature extraction.

Detailed information on the data acquisition process, including hardware specifications, acquisition conditions and pre-processing methods, is fully documented in the accompanying research paper: "RATTLE: a Framework for Train Characterisation and Identification through Audio Fingerprinting". This dataset serves as a valuable resource for advancing research in railway monitoring, environmental acoustics, and deep learning applications.

The dataset is organized as follow:



labels.csv

Mel-spectograms.zip


Lables.csv is the file which contains all the mel-spectograms images' names labelled with train model and provides the number of carriages associated to the trains, manually annotated, and the speed estimate calculated as an approximation derived from our custom algorithm.

Mel-spectograms.zip contains the PNG files.
DOI: 10.5281/zenodo.14780842
title: Mel Spectrograms of Trains' Transit for Railway Monitoring

description: This dataset consists of a collection of mel spectrograms derived from audio recordings of train passages on a railway line in Bologna. The recordings were acquired using a custom-built Internet of Things (IoT) device, specifically designed and assembled to facilitate high-fidelity acoustic monitoring.

The dataset encapsulates time-frequency representations of train-generated acoustic signals, providing a structured resource for tasks such as train classification, carriage counting and train speed estimation. The mel spectrograms have been generated through a pre-processing pipeline to ensure consistency and robustness in feature extraction.

Detailed information on the data acquisition process, including hardware specifications, acquisition conditions and pre-processing methods, is fully documented in the accompanying research paper: "RATTLE: a Framework for Train Characterisation and Identification through Audio Fingerprinting". This dataset serves as a valuable resource for advancing research in railway monitoring, environmental acoustics, and deep learning applications.

The dataset is organized as follow:



labels.csv

Mel-spectograms.zip


Lables.csv is the file which contains all the mel-spectograms images' names labelled with train model and provides the number of carriages associated to the trains, manually annotated, and the speed estimate calculated as an approximation derived from our custom algorithm.

Mel-spectograms.zip contains the PNG files.
DOI: 10.15468/dl.uevekp
title: Occurrence Download

description: A dataset containing 22184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pteromys volans (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 22184 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006622-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cpbr6f
title: Occurrence Download

description: A dataset containing 472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((1.417194 41.145518, 1.417194 41.161781, 1.449391 41.161781, 1.449391 41.145518, 1.417194 41.145518))"
 ]
}

 The dataset includes 472 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006624-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6mbx4
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.2999 -17.50266,-70.01168 -17.50266,-70.01168 -15.17697,-75.2999 -15.17697,-75.2999 -17.50266))",
 "HasGeospatialIssue is false",
 "TaxonKey is Orochelidon murina (Cassin, 1853)",
 "Year 2021-2025"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006625-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wkeud
title: Occurrence Download

description: A dataset containing 8925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyla meridionalis Boettger, 1874",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 8925 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006626-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p14ddyzq
title: Bioenergetics Models of Freshwater Precids and Centrarchids in 337 lakes Under Predicted Future Climate Conditions Across the Midwest from 2000-2100

description: This data release contains the two intermediary variables (processed lake temperature prediction feather files and bioenergetic metrics CSV), model code in R script used to produce the outputs, and bioenergetics model prediction feather files for a set of fish bioenergetics models under current and future temperature conditions at 337 large lakes.
DOI: 10.5281/zenodo.14687741
title: Advances in Visuospatial Orienting Functions Assessment on Cerebral Visual Impairment: A Systematic Review

description: Cerebral visual impairment (CVI) is a brain-based visual disorder with an increasing incidence worldwide. Its diagnosis can be challenging, as visual acuity is often normal or near-normal in many cases. Visuospatial orienting functions (VOF) are higher-order, non-verbal abilities that process perceptual stimuli and mental images, enabling individuals to interact with their environment. Assessing VOF can reveal impairments in specific higher-order visual skills. Therefore, the aim of the present systematic review is to collect and analyse evidence related to the assessment of VOF in CVI subjects up to 18 years old and to identify the main biomarkers associated with this impairment. To achieve this goal, a systematic review of the literature was conducted, including primary research published between 2014 and 2024.
DOI: 10.5281/zenodo.10525933
title: Human and Large Language Model Generated Abstractive Summaries for Technical Discord Conversations

description: In the ever-evolving realm of software development, the ability to condense information through summarization is crucial for effective information management. This investigation explores various abstractive summarization models to evaluate their efficacy in consolidating developer conversations from Discord, a prominent collaborative platform. Our focus is centered on comparing the summaries generated by these models with human-crafted ones, utilizing Part-of-Speech (POS) tag analysis to assess their proximity to human accuracy and contextual relevance.
DOI: 10.5281/zenodo.10965836
title: Evaluating Large Language Models in Summarizing Developer Chat Conversations:  A Linguistic Perspective

description: Effective communication is vital in software development, as developers engage in technical discussions, brainstorming sessions, and informal conversations. To make sense of these interactions, developers often turn to automatic summarization tools. Recently, large language models (LLMs) have shown promising potential for automatic summarization, yet it is not clear how their outcomes compare to the human-crafted summaries.
DOI: 10.5281/zenodo.10965893
title: Evaluating Large Language Models in Summarizing Developer Chat Conversations:  A Linguistic Perspective

description: This is a replication package that includes:



GoldenSet: contains the best summaries by participants for each conversation and the corresponding LLM generated summaries)

LinguisticAnalysis_HumanGenerated: linguistic analysis such as speech tags, entities, etc. for summaries created by the Mturk participants (golden set)

LinguisticAnalysis_LLMGenerated: linguistic analysis such as speech tags, entities etc. for summaries generated by the large language models
DOI: 10.5281/zenodo.14781471
title: ORMIR-MIDS test data Siemens MR XA60

description: This are sample data to test the ORMIR-MIDS converter from DICOM Data.

It contains:



Multi-echo spin-echo

Multi-echo gradient echo

DESS
DOI: 10.5281/zenodo.14781472
title: ORMIR-MIDS test data Siemens MR XA60

description: This are sample data to test the ORMIR-MIDS converter from DICOM Data.

It contains:



Multi-echo spin-echo

Multi-echo gradient echo

DESS