cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34847/nkl.1cdem1q6
title: Liste de mots en raglai méridional (chamique) par 22 locuteurs (données brutes)

description: Liste de mots du raglai méridional contenant des exemples de toutes les attaques dentales et vélaires suivies des voyelles /i, ɛ, a, ɔ, u/. Les mots ont été produits dans la phrase porteuse / kɔ̆w ɗəp ___ ka saɁaj tʰɔ̆w / "Je dis ___ pour qu’il/elle le connaisse (le mot)" (les variantes grammaticales ont été acceptées). Le but des enregistrements était de déterminer la réalisation phonétique du voisement et des registres en Raglai. La méthodologie et les résultats sont décrits dans Brunelle et al. (20XX).
description: Relation: https://doi.org/10.34847/cocoon.f0870e86-b5ef-43c2-870e-86b5ef83c24b
DOI: 10.34740/kaggle/dsv/12306213
title: Bitcoin BTC, 7 Exchanges, 1m Full Historical Data
DOI: 10.15468/dl.erjbq2
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Foudia aldabrana Ridgway, 1893",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 51 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072624-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9q77k
title: Occurrence Download

description: A dataset containing 226739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rosa rugosa Thunb., Dryas grandis Juz., Spiraea dahurica (Rupr.) Maxim., Spiraea salicifolia L., Dasiphora fruticosa (L.) Rydb.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 226739 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072612-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ac3det
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Foudia consobrina Milne-Edwards & Oustalet, 1885",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072626-250525065834625/datasets/export for details.
DOI: 10.15468/dl.b8uw4u
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Foudia eminentissima Bonaparte, 1850",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 241 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072629-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycfj3v
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Foudia flavicans A.Newton, 1865",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 71 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072632-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15758110
title: Plasma-Prescribed Active Region Static Extrapolation Dataset

description: A repository of extrapolations using RBF-FD Magnetohydrostatic techniques with imposed plasmas, based on the SHARP solar image photospheric magnetic field library.
DOI: 10.5281/zenodo.13823688
title: Plasma-Prescribed Active Region Static Extrapolation Dataset

description: A repository of extrapolations using RBF-FD Magnetohydrostatic techniques with imposed plasmas, based on the SHARP solar image photospheric magnetic field library.
DOI: 10.5281/zenodo.15741980
title: Eruptive Regime-Shift Detection at Steamboat Geyser – Code and Data for Clustering and Monitoring Framework

description: This repository accompanies the conference paper "Eruptive Regime-Shift Detection at Steamboat Geyser: An Integrated ML Pipeline and Its Implications for New Zealand Hydrothermal Monitoring" (Ardid, Dempsey, Cronin). It contains all necessary data, feature sets, and scripts to reproduce the PCA–DBSCAN clustering pipeline used to detect hydrothermal regime transitions at Steamboat Geyser.

Specifically, the dataset includes:





Seismic data from station YNM (YNM_seismic_data.csv)




Eruption metadata (YNM_eruptive_periods.txt)




Feature files (2016–2022) precomputed across multiple frequency bands (rsamF, mfF, hfF, lfF, vlfF, lrarF, rmarF, vlarF, dsarF) using a 12-hour window and z-score normalization




Python scripts:





sensitivity_clustering_dbscan.py: performs sensitivity analysis across PCA dimensions and clustering hyperparameters, outputs visual diagnostics




realtime_cluster_detection.py: simulates forward-in-time detection of new seismic regimes, mimicking a real-time monitoring system






Environment file (environment.yml): includes dependencies required to run the pipeline (Python ≥3.8, scikit-learn, pandas, tsfresh, matplotlib, etc.)



The methodology combines dimensionality reduction (PCA) with unsupervised density-based clustering (DBSCAN) to identify shifts in seismic behavior that precede or accompany changes in eruption dynamics. The same framework is adaptable to real-time implementation, and this dataset supports future transfer to geothermal monitoring sites in New Zealand.

Usage Notes

To replicate the analysis:





Install dependencies using conda env create -f environment.yml




Run sensitivity_clustering_dbscan.py to explore the parameter space




Use realtime_cluster_detection.py to simulate sequential regime detection




Plots and results are saved in the corresponding output directories



Please cite the accompanying paper when using this dataset.
DOI: 10.15468/dl.xvv792
title: Occurrence Download

description: A dataset containing 138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is one of (Argentina, Peru, Chile, Brazil, Uruguay)",
 "DatasetKey is one of (Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Arachnology National Collection (MACNAr), Field Museum of Natural History (Zoology) Insect, Arachnid and Myriapod Collection, Museums Victoria provider for OZCAM, MCTP-Aranhas - Coleção de Arachnida e Myriapoda, Museum of Comparative Zoology, Harvard University)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is NE",
 "OccurrenceStatus is Present",
 "TaxonKey is Loxosceles laeta (Nicolet, 1849)"
 ]
}

 The dataset includes 138 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014442-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/c7c33ee68d6f461e
title: Custom collection of ice water content data from Bucharest, Chilbolton, Galați, Granada, Hyytiälä, and 8 other sites on 9 Aug 2023
DOI: 10.6084/m9.figshare.26335576
title: Source datasets of Clement et al. 2024 (IODP Site U1446, MIS1 & MIS 5e pollen data and calculated d18Osw)

description: The files present the pollen percentages of the main ecological groups and calculated d<sup>18</sup>O<sub>sw</sub> from IODP Site U1446 shown in Clément et al. "Greening of India and revival of the South Asian summer monsoon in a warmer world" (Communications Earth and Environments), as well as the counting and percentages of the pollen morphotypes used in the Supplementary figures of the paper. Other proxy datasets plotted in our paper are obtained from the cited source references.
DOI: 10.15468/dl.4kkf88
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (South Africa, Tanzania, United Republic of, Malawi, Zimbabwe)",
 "TaxonKey is Podocarpus henkelii Stapf ex Dallim. & A.B.Jacks."
 ]
}

 The dataset includes 525 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014443-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgvfre
title: Occurrence Download

description: A dataset containing 24 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 one of (Oxytropis chankaensis Jurtzev)"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014444-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60656/7973752d4cf445f7
title: Custom collection of ice water content data from Bucharest, Chilbolton, Granada, Hyytiälä, Jülich, and 7 other sites on 10 Aug 2023
DOI: 10.15468/dl.8umhbb
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Huitfeldt Kaas: Freswhater fish distribution in Norway 1918",
 "Geometry POLYGON((9.95932 59.47051,10.76590 59.47051,10.76590 59.79314,9.95932 59.79314,9.95932 59.47051))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 89 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014446-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm3afu
title: Occurrence Download

description: A dataset containing 204 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 one of (Oxytropis campestris var. cusickii (Greenm.) Barneby)"
 ]
}

 The dataset includes 204 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014447-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agv5x2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trimeresurus tibetanus Huang, 1982"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014449-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2kqk3
title: Occurrence Download

description: A dataset containing 3767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-5.37539 51.36068,-2.20001 51.36068,-2.20001 53.60054,-5.37539 53.60054,-5.37539 51.36068))",
 "HasGeospatialIssue is false",
 "TaxonKey is Heracleum mantegazzianum Sommier & Levier"
 ]
}

 The dataset includes 3767 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014450-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14473/csda/z0xfei
title: Plýtvání potravinami 2024
title: Výzkum v rámci Strategie AV21 „Potraviny pro budoucnost“ - Panel Naše společnost 24-05

description: Výzkum Plýtvání potravinami 2024 provedl výzkumný tým CVVM Sociologického ústavu AV ČR, v.v.i. Blok otázek věnovaný tomuto tématu byl součástí dotazníku výzkumu Panel Naše společnost 24-05. Mezi konkrétní témata, na které se tento výzkum zaměřil patří plýtvání potravinami, nákup potravin, postoje k lokálním potravinám a GMO potravinám. Výzkum byl podpořen v rámci Strategie AV21 „Potraviny pro budoucnost“.
DOI: 10.15468/dl.b5aenh
title: Occurrence Download

description: A dataset containing 751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Monochirus hispidus Rafinesque, 1814",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 751 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014453-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmgy2h
title: Occurrence Download

description: A dataset containing 7966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macroramphosus scolopax (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7966 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014451-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xf8r9
title: Occurrence Download

description: A dataset containing 5835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merluccius merluccius (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5835 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014452-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jx9tyh
title: Occurrence Download

description: A dataset containing 20443 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 one of (Oxytropis campestris (L.) DC.)"
 ]
}

 The dataset includes 20443 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014454-241126133413365/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.27939315
title: EMSE Journal - Datasets

description: This dataset contains the data collected for the study described in the manuscript "A Comparative Study on Reward Models for UI Adaptation with Reinforcement Learning" submitted to <i>EMSE Journal</i>. It includes:<b>Objective Engagement Data</b>: Quantitative measures of user engagement during the study period.<b>Subjective Engagement and User Satisfaction Data</b>: Responses to post-study surveys assessing participants' perceived engagement and satisfaction.Researchers can use these data to replicate our analysis or extend the study.
DOI: 10.6084/m9.figshare.27939315.v2
title: EMSE Journal - Datasets

description: This dataset contains the data collected for the study described in the manuscript "A Comparative Study on Reward Models for UI Adaptation with Reinforcement Learning" submitted to <i>EMSE Journal</i>. It includes:<b>Objective Engagement Data</b>: Quantitative measures of user engagement during the study period.<b>Subjective Engagement and User Satisfaction Data</b>: Responses to post-study surveys assessing participants' perceived engagement and satisfaction.Researchers can use these data to replicate our analysis or extend the study.
DOI: 10.6084/m9.figshare.27939315.v1
title: EMSE Journal - Datasets

description: This dataset contains the data collected for the study described in the manuscript "A Comparative Study on Reward Models for UI Adaptation with Reinforcement Learning" submitted to <i>EMSE Journal</i>. It includes:<b>Objective Engagement Data</b>: Quantitative measures of user engagement during the study period.<b>Subjective Engagement and User Satisfaction Data</b>: Responses to post-study surveys assessing participants' perceived engagement and satisfaction.Researchers can use these data to replicate our analysis or extend the study.
DOI: 10.15468/dl.77xgr8
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Thymus serpyllum L."
 ]
}

 The dataset includes 203 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014455-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tz2eu
title: Occurrence Download

description: A dataset containing 102113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Juncus tenuis Willd., Juncus tenuis var. nakaii Satake, Juncus lucidus Hochst., Juncus aristatus Link, 1821, Juncus macer Gray, Juncus chloroticus Schult. & Schult.fil., Juncus tenuis var. multicornis E.Mey., Juncus tenuis var. williamsii Fernald, Juncus gracilis Sm., Juncus vacillans Steud., Juncus pallidus Willd. ex Kunth, 1841, Juncus chlorotichus Schultes & Schultes f., Juncus smithii Kunth, Juncus tristanianus Hemsl., Juncus tenuis f. victorinii Raymond, Juncus gesneri Sm., Juncus germanorum Steud., Juncus involucratus Kirk, Juncus tenuis subsp. nakaii Satake, Juncus tenuis var. tenuis, Juncus bicornis subsp. williamsii Vict., Juncus subtenuis Herter, Juncus pallidus Willd., Juncus bicornis Michx., Juncus tenuis f. tenuis, Juncus tenuis var. laxiflorus Fiek, Juncus tenuis subsp. laxiflorus Fiek, Juncus tenuis f. laxiflorus (Fiek) Seeland, Juncus tenuis subsp. multicornis E.Mey., Juncus macer var. williamsii (Fernald) Fernald, Juncus tenuis f. williamsii (Fernald) F.J.Herm., Juncus macer f. williamsii (Fernald) F.J.Herm., Juncus macer subsp. williamsii (Fernald) F.J.Herm., Juncus tenuis subsp. williamsii (Fernald) F.J.Herm., Juncus bicornis var. williamsii (Fernald) Vict., Juncus tenuis var. germanorum (Steud.) Rouy, Juncus tenuis subsp. germanorum (Steud.) Rouy, Juncus tenuis subsp. bicornis (Michx.) E.Mey., Juncus tenuis subsp. bicornis (Michx.) P.Fourn., Juncus tenuis var. bicornis (Michx.) E.Mey.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 102113 records from 1185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014431-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1068439.10fu
title: SH1068439.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1068440.10fu
title: SH1068440.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1068441.10fu
title: SH1068441.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.