cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pr9zhv
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polymetme thaeocoryla Parin & Borodulina, 1990",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042384-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rddtw6mmzv.1
title: A Novel Approach for Inverting Total Salt Content During Freeze-Thaw Cycles

description: We presented a new method for accurate determination of total salt content in saline soils during freezing and thawing. In this method, the dielectric constant, conductivity and temperature measured by 5TE sensors are used as input parameters. The method is based on the volumetric mixing model of the dielectric constant of frozen soil, which fully considers the crystallization and precipitation state of salt. This study proposes a method that can accurately invert the total salt content of saline soils at any temperature during the freezing process. It provides theoretical support and a scientific reference for future quantitative inversions of soil salinity.
DOI: 10.17632/ktrfbhf7bj.1
title: Supplementary Data on “Assessment of a Temperature-based Artificial Neural Network Designed for Global Solar Radiation Estimation in Regions with Sparse Experimental Data.”

description: Table A1 shows the geographical and topographical data, as well as the Köppen-Geiger climate classification of the 414 radiometric Spanish stations used for training or validation purposes. 
Table A2 shows experimental values of monthly averages of maximum and minimum daily temperatures, and daily global solar irradiation on horizontal surface, as well as calculated values of monthly averages of daily extraterrestrial irradiation, for Spanish stations listed in Table A1.
Table A3 shows the geographical and topographical data, as well as the Köppen-Geiger climate classification of the 16 non-Spanish stations used for validation purposes. 
Table A4 shows experimental values of monthly averages of maximum and minimum daily temperatures, and daily global solar irradiation on horizontal surface, as well as calculated values of monthly averages of daily extraterrestrial irradiation, for non-Spanish stations listed in Table A3.
DOI: 10.17632/yvhhpcvksd.1
title: Ground simulation of large-scale lunar dust charging and migration in the ultraviolet irradiation environment

description: Data for "Ground simulation of large-scale lunar dust charging and migration in the ultraviolet irradiation environment".
DOI: 10.17632/ktrfbhf7bj.2
title: Supplementary Data on “Assessment of a Temperature-based Artificial Neural Network Designed for Global Solar Radiation Estimation in Regions with Sparse Experimental Data.”

description: Table A1 shows the geographical and topographical data, as well as the Köppen-Geiger climate classification of the 414 radiometric Spanish stations used for training or validation purposes. 
Table A2 shows experimental values of monthly averages of maximum and minimum daily temperatures, and daily global solar irradiation on horizontal surface, as well as calculated values of monthly averages of daily extraterrestrial irradiation, for Spanish stations listed in Table A1.
Table A3 shows the geographical and topographical data, as well as the Köppen-Geiger climate classification of the 16 non-Spanish stations used for validation purposes. 
Table A4 shows experimental values of monthly averages of maximum and minimum daily temperatures, and daily global solar irradiation on horizontal surface, as well as calculated values of monthly averages of daily extraterrestrial irradiation, for non-Spanish stations listed in Table A3.
DOI: 10.6084/m9.figshare.28067462
title: DATA for Repository. Increasing Optional Class Session Attendance in an Online Course with a Brief Low Effort Choice Intervention.xlsx

description: Student attendance of supplemental instructional periods during alternating weeks of choice and class as usual.
DOI: 10.6084/m9.figshare.28067462.v1
title: DATA for Repository. Increasing Optional Class Session Attendance in an Online Course with a Brief Low Effort Choice Intervention.xlsx

description: Student attendance of supplemental instructional periods during alternating weeks of choice and class as usual.
DOI: 10.17632/45zmsbxzny.1
title: Data for: "Gold(I)-Bisulfite Complexation in Hydrothermal Nanodroplets: A Molecular Dynamics Study"

description: Data for figures in the manuscript by Hui and Lemke submitted to Geochimica et Cosmochimica Acta: "Gold(I)-Bisulphite Complexation in Hydrothermal Water Nanodroplets: A Molecular Dynamics Study".
DOI: 10.17632/45zmsbxzny.2
title: Data for: "Gold(I)-Bisulfite Complexation in Hydrothermal Nanodroplets: A Molecular Dynamics Study"

description: Data for figures in the manuscript by Hui and Lemke submitted to Geochimica et Cosmochimica Acta: "Gold(I)-Bisulphite Complexation in Hydrothermal Water Nanodroplets: A Molecular Dynamics Study".
DOI: 10.17632/45zmsbxzny.3
title: Data for: "Gold(I)-Bisulfite Complexation in Hydrothermal Nanodroplets: A Molecular Dynamics Study"

description: Data for figures in the manuscript by Hui and Lemke submitted to Geochimica et Cosmochimica Acta: "Gold(I)-Bisulphite Complexation in Hydrothermal Water Nanodroplets: A Molecular Dynamics Study".
DOI: 10.15468/dl.mhjudv
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyprion americanus (Bloch & Schneider, 1801)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 426 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042385-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.httusm
title: Occurrence Download

description: A dataset containing 2181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomacanthus paru (Bloch, 1787)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 2181 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042386-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9pduz
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomadasys incisus (Bowdich, 1825)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 454 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042388-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60503/d3/lyrwig
title: Samrómur Synthetic

description: Samrómur Synthetic was developed by the Language and Voice Lab, Reykjavik University and contains 72 hours of Icelandic synthetic speech, transcripts and metadata.
DOI: 10.15468/dl.mv5cm5
title: Occurrence Download

description: A dataset containing 2330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomatomus saltatrix (Linnaeus, 1766)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 2330 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042389-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t536v4
title: Occurrence Download

description: A dataset containing 6941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gobiusculus flavescens (Fabricius, 1779)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 6941 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042390-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt8wws
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pomatoschistus lozanoi (de Buen, 1923)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 226 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042391-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r44a94
title: Occurrence Download

description: A dataset containing 673799 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tyto alba (Scopoli, 1769)"
 ]
}

 The dataset includes 673799 records from 2204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042380-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8dm6jh7ysc.1
title: A Technique for Enhanced Tension Control: The Benefits of Presetting Sutures in Wound Closure

description: Demonstration of wound closure utilizing presetting sutures technique.
DOI: 10.3929/ethz-b-000734930
title: Dataset for the article "Salmonella Typhimurium screen identifies shifts in mixed-acid fermentation during gut colonization"
DOI: 10.15468/dl.fcw3b6
title: Occurrence Download

description: A dataset containing 812 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus pinceana"
 ]
}

 The dataset includes 812 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005010-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kr79m5
title: Occurrence Download

description: A dataset containing 22427 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelobates fuscus"
 ]
}

 The dataset includes 22427 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005022-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jarbpe
title: Occurrence Download

description: A dataset containing 1006 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Pinus canariensis C.Sm."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1006 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016568-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8y8x9
title: Occurrence Download

description: A dataset containing 8935 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antrozous pallidus (LeConte, 1856)"
 ]
}

 The dataset includes 8935 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271793-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u92kdg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America)",
 "BasisOfRecord is one of (Specimen)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Xylella fastidiosa Wells et al., 1987",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024915-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h3tr7
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Sweden",
 "Country is Finland",
 "Country is Norway",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Iceland",
 "Country is Greenland"
 ]
 },
 "TaxonKey is Ranunculus monophyllus Ovcz."
 ]
}

 The dataset includes 111 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189639-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oihrhm
title: Occurrence Download

description: A dataset containing 64303205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 64303205 records from 1320 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016568-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbw9r9
title: Occurrence Download

description: A dataset containing 23413 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coluber constrictor Linnaeus, 1758"
 ]
}

 The dataset includes 23413 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214551-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.925ase
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 174 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0185160-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p23ca7
title: Occurrence Download

description: A dataset listing the 4384 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.4706 37.49251, -118.14101015625 34.2998033368436, -115.84563827814098 33.7711394429339,\n-112.9534 33.69867, -112.9534 37.49251,\n-118.4706 37.49251))",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "BasisOfRecord is one of (Human Observation)",
 {
 "or" : [
 "TaxonKey is Plantae",
 "TaxonKey is Mammalia",
 "TaxonKey is Aves",
 "TaxonKey is Reptilia"
 ]
 }
 ]
}

 The dataset's 4384 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274502-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.keamw6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is country"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0189651-200613084148143/datasets/export for details.
DOI: 10.5281/zenodo.17248244
title: sentiwordnet_it 1.0

description: This repository contains a sentiment lexicon for Italian, based on SentiWordNet 3.0 (Baccianella, Esuli, and Sebastiani 2010; Esuli [2019] 2025) and MultiWordNet (Pianta, Bentivogli, and Girardi 2002). 

Unlike previous resources—SentiWordNet, which provides sentiment scores without Italian lexical coverage, and MultiWordNet, which offers Italian synsets without sentiment annotation—this dataset bridges the two by mapping Italian lexical entries to sentiment scores in a ready-to-use CSV format.

This integration enables direct use in sentiment analysis and other NLP applications for Italian, filling a gap in existing resources.

The included files, in the data/ folder are:



swn_it.csv: A dataset of 35,001 Italian synsets with polarity scores, POS, synset, offset, English synset lemmas, and gloss (in English).

swn_it_tidy.csv: A tidy (one token per row) dataset of 41,725 lemmas, with polarity scores. It is designed for use in R.


It also contains a folder with examples in R, and scripts to use and manipulate the datasets:



examples-R/:



custom_dataset.R: Create a custom tidy dataset from the original one, for treating duplicate entries differently.

example.R: Examples of how to use the dataset for sentiment analysis on a sample text.

uso.md: Instructions for using the dataset in R (in Italian), referred to in example.R.
DOI: 10.25405/data.ncl.30179500
title: Distinct and dissociable signatures of hypersensitivity (hyperacusis) and phantom perception (tinnitus) revealed through evoked brain responses to intensity deviants

description: Despite the long-known overlap between tinnitus and hyperacusis prevalences and aetiologies, hyperacusis has often been overlooked as a potential confounding factor in tinnitus research or as an independent condition of interest. Given that both tinnitus and hyperacusis involve abnormal sound intensity processing, either via false inference of input or over-representation, intensity change encoding is a logical target for investigation.This rigorously-matched (by age, sex and peripheral hearing profiles) factorial study compared four groups: tinnitus, hyperacusis, both, and controls (n=21 each), using a roving intensity oddball paradigm and EEG to measure Mismatch Negativity (MMN), P50, N100 and P200 auditory evoked responses.<br>Trigger structure used for data collection:cond_labs = {'Std Low Con','Std High Con','Std Low Tin','Std High Tin', 'Dev Down Con','Dev Up Con','Dev Down Tin','Dev Up Tin', 'Durdev Low Con','Durdev High Con','Durdev Low Tin','Durdev High Tin'};<br>conditions = {'10111','10121','10211','10221', '10112','10122','10212','10222', '20111','20121','20211','20221',};<br>Definitions: Std = standards, dev = intensity deviants, durdev = duration deviants, low = quiet stimulus. high = loud stimulus, tin = tinnitus frequency, con = control frequency
DOI: 10.25405/data.ncl.30179500.v1
title: Distinct and dissociable signatures of hypersensitivity (hyperacusis) and phantom perception (tinnitus) revealed through evoked brain responses to intensity deviants

description: Despite the long-known overlap between tinnitus and hyperacusis prevalences and aetiologies, hyperacusis has often been overlooked as a potential confounding factor in tinnitus research or as an independent condition of interest. Given that both tinnitus and hyperacusis involve abnormal sound intensity processing, either via false inference of input or over-representation, intensity change encoding is a logical target for investigation.This rigorously-matched (by age, sex and peripheral hearing profiles) factorial study compared four groups: tinnitus, hyperacusis, both, and controls (n=21 each), using a roving intensity oddball paradigm and EEG to measure Mismatch Negativity (MMN), P50, N100 and P200 auditory evoked responses.<br>Trigger structure used for data collection:cond_labs = {'Std Low Con','Std High Con','Std Low Tin','Std High Tin', 'Dev Down Con','Dev Up Con','Dev Down Tin','Dev Up Tin', 'Durdev Low Con','Durdev High Con','Durdev Low Tin','Durdev High Tin'};<br>conditions = {'10111','10121','10211','10221', '10112','10122','10212','10222', '20111','20121','20211','20221',};<br>Definitions: Std = standards, dev = intensity deviants, durdev = duration deviants, low = quiet stimulus. high = loud stimulus, tin = tinnitus frequency, con = control frequency
DOI: 10.3535/55h-6jd-wvw
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ltk-3xd-5fn
title: Satyrinae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.17026/dans-zrj-vv28
title: Inventariserend veldonderzoek - verkennende fase C.J. van Houtenlaan, Weesp gemeente Weesp (NH).

description: &lt;p&gt;Aan de oostelijke kant van het plangebied worden resten vanaf de Late Middeleeuwen&lt;br&gt;verwacht en aan de westelijke kant van het plangebied worden resten vanaf IJzertijd tot&lt;br&gt;en met de Middeleeuwen verwacht.Deze archeologische verwachting is aangehaald op&lt;br&gt;basis van gegevens van het bureauonderzoek dat is uitgevoerd voor het gehele gebied&lt;br&gt;van de gemeente Weesp.1 Het westelijk deel van het plangebied maakt deel uit van het&lt;br&gt;komgebied van de Vecht, terwijl het oostelijk deel behoort tot een oude verlangde geul.&lt;br&gt;Op basis van het bureauonderzoek is een archeologisch verwachtingsmodel opgesteld.&lt;br&gt;Het verkennende booronderzoek had tot doel het verwachtingsmodel te toetsen en&lt;br&gt;zonodig aan te vullen.&lt;br&gt;Op basis van het uitgevoerde booronderzoek is de kans hoog dat het onderzochte deel&lt;br&gt;van het plangebied waar de toekomstige bebouwing is voorzien archeologische sporen&lt;br&gt;bevat. In het algemeen liggen de oeverafzettingen op tenminste 130 cm –mv. Alleen in&lt;br&gt;boring 1 zijn op 60 à 95 cm –mv (1,62 à 1,97 m –NAP) wat houtskoolspikkels&lt;br&gt;gevonden. Omdat in het uiterste noorden van het terrein een eventuele vindplaats&lt;br&gt;ontzien kan worden door een geringe ophoging van het terrein (20 à 30 cm) wordt een&lt;br&gt;behoud in-situ geadviseerd. Omdat het terrein in het verleden al is opgehoogd en er al&lt;br&gt;zettingen zijn opgetreden, wordt geen verdere achteruitgang in kwaliteit van een&lt;br&gt;eventuele vindplaats verwacht.&lt;br&gt;Om die reden adviseren we geen vervolgonderzoek uit te voeren en het plangebied vrij&lt;br&gt;te geven. De implementatie van dit advies is in handen van de gemeente Weesp, hierin&lt;br&gt;vertegenwoordigd door de archeologisch adviseur van de gemeente Steunpunt&lt;br&gt;Monumenten & Archeologie Noord-Holland.&lt;/p&gt;
DOI: 10.3535/g7d-bmy-ngb
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qez-c36-q1j
title: Lepidoptera Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wan-nn9-asr
title: Anthene Doubleday, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.