cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18275834
title: Eryngium regnellii Malme. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275835
title: Eryngium regnellii Malme. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275837
title: Eryngium sanguisorba Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275838
title: Eryngium sanguisorba Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.15468/dl.wqxhqt
title: Occurrence Download

description: A dataset containing 9790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia reticulata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9790 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015817-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18275839
title: Eryngium serra Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275840
title: Eryngium serra Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275841
title: Eryngium floribundum Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275842
title: Eryngium floribundum Cham. & Schltdl. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.15468/dl.hqbbzf
title: Occurrence Download

description: A dataset containing 1703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aristotelia chilensis",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1703 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015819-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18275846
title: Eryngium stenophyllum Urb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275845
title: Eryngium stenophyllum Urb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.15468/dl.ejqsgp
title: Occurrence Download

description: A dataset containing 3419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia sphenops",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3419 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015820-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18275849
title: Erythrina L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275850
title: Erythrina L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275851
title: Erythrina crista-galli L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275852
title: Erythrina crista-galli L. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.15468/dl.g4nchc
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Australoheros facetus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 168 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015821-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18275857
title: Erythrina falcata Benth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.5281/zenodo.18275856
title: Erythrina falcata Benth. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:46
DOI: 10.6084/m9.figshare.31080127
title: Visualising Earthquakes: Plate Boundaries and Seismic Decay

description: By visualising seismic data in three dimensions, it becomes evident that epicentres cluster along boundaries formed by colliding plates. These boundaries appear to be solid structures, established years before the mainshock, and remain largely stationary even after the event concludes. Major earthquakes tend to occur along such surfaces, and because seismic activity increases in these regions prior to a mainshock, their observation may provide a basis for earthquake prediction. With plate positions near Japan now more clearly defined, existing models require revision. Furthermore, analysis reveals that both the number of aftershocks and the seismic energy released during a mainshock decay with distinct half-lives. This represents a fundamentally different decay pattern from the formula long regarded as correct. Employing modern statistical methods therefore yields more accurate insights, essential both for advancing our understanding of earthquake mechanisms and for improving predictive capability.
DOI: 10.6084/m9.figshare.31080127.v1
title: Visualising Earthquakes: Plate Boundaries and Seismic Decay

description: By visualising seismic data in three dimensions, it becomes evident that epicentres cluster along boundaries formed by colliding plates. These boundaries appear to be solid structures, established years before the mainshock, and remain largely stationary even after the event concludes. Major earthquakes tend to occur along such surfaces, and because seismic activity increases in these regions prior to a mainshock, their observation may provide a basis for earthquake prediction. With plate positions near Japan now more clearly defined, existing models require revision. Furthermore, analysis reveals that both the number of aftershocks and the seismic energy released during a mainshock decay with distinct half-lives. This represents a fundamentally different decay pattern from the formula long regarded as correct. Employing modern statistical methods therefore yields more accurate insights, essential both for advancing our understanding of earthquake mechanisms and for improving predictive capability.
DOI: 10.15468/dl.yjhwc9
title: Occurrence Download

description: A dataset containing 4849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poeciliopsis gracilis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4849 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015822-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.888695
title: Shipboard ADCP data from Poseidon cruise POS516 (2017)

description: Upper ocean current data from shipboard Acoustic Doppler Current Profiler (ADCP) data during Poseidon cruise POS516. Pos516 is part of TRR181 'Energy fluxes in atmosphere and ocean'.
DOI: 10.1594/pangaea.971799
title: Sound velocity raw data (MIDAS SVP 6000 entire dataset) of RV POLARSTERN during cruise PS140

description: Sound velocity data were collected during the PS140 expedition aboard RV Polarstern. The Sound Velocity Profiler MIDAS SVP 6000 was opportunistically attached to other lowered devices to collect sound velocity profiles for multibeam bathymetry measurement calibration.
DOI: 10.3886/e244299
title: Miners’ Reward Elasticity and Stability of Competing Proof-of-Work Cryptocurrencies

description: Proof-of-Work cryptocurrencies employ miners to sustain the system through algorith-mic reward adjustments. We develop a stochastic model of the multicurrency miningand identify conditions for stable transaction speeds. Bitcoin’s algorithm requires hashsupply elasticity ≤1 for stability, while ASERT remains stable for any elasticity andcan be interpreted as a form of stochastic gradient descent. Interactions with othercurrencies can relax Bitcoin’s stability requirements. Using a halving event, we es-timate miners’ hash supply elasticity and conduct counterfactual simulations. Ourfindings reveal Bitcoin’s heavy reliance on low hash supply elasticity and interactionswith smaller cryptocurrencies, urging an algorithm upgrade for stability.
DOI: 10.1594/pangaea.916165
title: Multibeam bathymetry raw data (Kongsberg EM 122 entire dataset) of RV SONNE during cruise SO272

description: Multibeam data were collected during RV Sonne cruise SO272 (2020-01-11 to 2020-03-04). Multibeam sonar system was Kongsberg EM122. Data are unprocessed and may contain outliers and blunders and should not be used for grid calculations and charting projects without further editing. The raw multibeam sonar data in Kongsberg multibeam processing format (*.all) were recorded with Kongsberg SIS software running on Windows operating system. Kongsberg data files can be processed using the software packages CARIS HIPS/SIPS or with the open source software package MB-System.
DOI: 10.3886/e244299v1
title: Miners’ Reward Elasticity and Stability of Competing Proof-of-Work Cryptocurrencies

description: Proof-of-Work cryptocurrencies employ miners to sustain the system through algorith-mic reward adjustments. We develop a stochastic model of the multicurrency miningand identify conditions for stable transaction speeds. Bitcoin’s algorithm requires hashsupply elasticity ≤1 for stability, while ASERT remains stable for any elasticity andcan be interpreted as a form of stochastic gradient descent. Interactions with othercurrencies can relax Bitcoin’s stability requirements. Using a halving event, we es-timate miners’ hash supply elasticity and conduct counterfactual simulations. Ourfindings reveal Bitcoin’s heavy reliance on low hash supply elasticity and interactionswith smaller cryptocurrencies, urging an algorithm upgrade for stability.
DOI: 10.1594/pangaea.934203
title: Multibeam bathymetry raw data (Atlas Hydrosweep DS echo sounder entire dataset) of RV POLARSTERN during cruise ANT-XIV/4 (PS43)

description: Multibeam data were collected during RV Polarstern cruise ANT-XIV/4. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of files in ATLAS ascii multibeam format including 'record control words' (*.dux). Atlas DUX data files can be processed using the open source software package MB-System (Caress et al., MB-System: Mapping the Seafloor,http://www.mbari.org/products/research-software/mb-system/ 2021). Values of depths and lateral distances are averaged with neighbouring beams.Ancillary sound velocity calibration measurements are not part of this dataset publication.
description: These data should not be used for navigational purposes.Data were provided to PANGAEA by Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research personnel (contact: infobathy@awi.de).
DOI: 10.1594/pangaea.916178
title: Multibeam bathymetry raw data (Kongsberg EM 122 entire dataset) of RV MARIA S. MERIAN during cruise MSM65

description: Multibeam data were collected during RV Maria S. Merian cruise MSM65 (2017-06-25 – 2017-07-19). Multibeam sonar system was Kongsberg EM122. Data are unprocessed and may contain outliers and blunders and should not be used for grid calculations and charting projects without further editing. The raw multibeam sonar data in Kongsberg multibeam processing format (*.all) were recorded with Kongsberg SIS software running on Windows operating system. Kongsberg data files can be processed using the software packages CARIS HIPS/SIPS or with the open source software package MB-System.
DOI: 10.1594/pangaea.924110
title: Water column raw data (Kongsberg EM 122 entire dataset) of RV MARIA S. MERIAN during cruise MSM31

description: Multibeam water column data were collected during RV Maria S. Merian cruise MSM31. Multibeam sonar system was Kongsberg EM122. The raw water column sonar data in Kongsberg format (*.wcd) were recorded with Kongsberg SIS software running on Windows operating system. Kongsberg wcd files can be processed using software packages like CARIS HIPS/SIPS, in combination with their corresponding bathymetry (*.all) files.
DOI: 10.15468/dl.g8w5hz
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 146 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015824-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwaags
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015825-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.928346
title: Multibeam bathymetry raw data (Kongsberg EM 122 entire dataset) of RV SONNE during cruise SO246

description: Multibeam data were collected during RV Sonne cruise SO246 (2016-02-01 – 2016-03-21). Multibeam sonar system was Kongsberg EM122. Data are unprocessed and may contain outliers and blunders and should not be used for grid calculations and charting projects without further editing. The raw multibeam sonar data in Kongsberg multibeam processing format (*.all) were recorded with Kongsberg SIS software running on Windows operating system. Kongsberg data files can be processed using the software packages CARIS HIPS/SIPS or with the open source software package MB-System.
description: These data should not be used for navigational purposes.
DOI: 10.15468/dl.6va23w
title: Occurrence Download

description: A dataset containing 7173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canis lupus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7173 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015823-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.953856
title: Water column raw data (Kongsberg EM122 entire dataset) of RV MARIA S. MERIAN during cruise MSM111

description: Water column data were collected with RV Maria S. Merian along parts of the route of cruise MSM111 and data acquisition was continuously monitored during the survey. Multibeam sonar system was Kongsberg EM122. The raw multibeam sonar data in Kongsberg multibeam processing format (.all) and water column data (.wcd) were recorded with Kongsberg SIS. Water column data needs to be processed in combination with the corresponding bathymetry files. Raw data files can be processed using software packages like CARIS HIPS/SIPS.
description: These data should not be used for navigational purposes.
DOI: 10.1594/pangaea.983545
title: Lowered ADCP current measurements during RV METEOR cruise M188

description: LADCP measurements used a two-instrument configuration with two Teledyne RDI 300 kHz workhorse ADCPs mounted in down- and up-looking positions. Data collection and processing was performed according to recommendations in the GO-SHIP manual (Thurnherr et al., 2010).
DOI: 10.1594/pangaea.934200
title: Multibeam bathymetry raw data (Atlas Hydrosweep DS 3 echo sounder entire dataset) of RV POLARSTERN during cruise XXVII/1 (PS77)

description: Multibeam data were collected during RV Polarstern cruise ANT-XXVII/1. Data are unprocessed and may contain outliers and blunders. Therefore the data should not directly be used for grid calculations and charting projects but need to be edited furthermore. The dataset consists of files in HYPACK ASCII rawdata format (*.HSX + *.RAW). HYPACK data files can be processed using the software packages CARIS HIPS/SIPS or with the open source software package MB-System (Caress et al., MB-System: Mapping the Seafloor,http://www.mbari.org/products/research-software/mb-system/ 2021).Ancillary sound velocity profiles (SVP) for data calibration are part of this dataset publication.
description: These data should not be used for navigational purposes.Data were provided to PANGAEA by Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research personnel (contact: infobathy@awi.de).
DOI: 10.34740/kaggle/dsv/14523089
title: Ethereum Price Data Binance API (2017–Now)
DOI: 10.1594/pangaea.916119
title: Multibeam bathymetry raw data (Atlas Hydrosweep DS 3 echo sounder entire dataset) of RV POLARSTERN during cruise PS120

description: Multibeam data were collected with RV Polarstern along the transit route of cruise PS120 and data acquisition was almost continuously monitored during the survey. Multibeam sonar system was Teledyne/Atlas Hydrosweep DS3. SVPs were retrieved from CTD and XBT data from other working groups on board. SVPs were processed with HydrOffice SoundSpeedManager (https://www.hydroffice.org/soundspeed/main) and extended with World Ocean Atlas 13 (https://doi.org/10.7289/v5f769gt) or World Ocean Atlas 09 (https://accession.nodc.noaa.gov/0094866). SVP data were applied during acquisition. Multibeam data are unprocessed and may contain outliers and blunders and should not be used for grid calculations and charting projects without further editing. The raw multibeam sonar data in Teledyne/Atlas multibeam processing format (.asd) were recorded with Teledyne/Atlas Parastore software as well as Teledyne Reson format (.s7k) in Teledyne PDS. Raw data files can be processed using software packages like CARIS HIPS/SIPS. For updated vessel configuration files check further details.
description: These data should not be used for navigational purposes.Contact mailto:infobathy@awi.de for data access.
DOI: 10.15468/dl.zjsz9m
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poeciliopsis lucida",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015826-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujdmzr
title: Occurrence Download

description: A dataset containing 2600998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2011",
 "Month is November"
 ]
}

 The dataset includes 2600998 records from 590 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002977-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15125625
title: Data for Figures in "Field-induced spin liquid in the decorated square-kagome antiferromagnet nabokoite KCu$_7$TeO$_4$(SO$_4$)$_5$Cl"
DOI: 10.5281/zenodo.15125626
title: Data for Figures in "Field-induced spin liquid in the decorated square-kagome antiferromagnet nabokoite KCu$_7$TeO$_4$(SO$_4$)$_5$Cl"
DOI: 10.15468/dl.udtbba
title: Occurrence Download

description: A dataset containing 164891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Potamopyrgus antipodarum (J.E.Gray, 1843)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 164891 records from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002995-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qunnz7
title: Occurrence Download

description: A dataset containing 8596 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cedrus deodara (Lamb.) G.Don"
 ]
}

 The dataset includes 8596 records from 372 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012369-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/28847357
title: XAIstudy-Simple, conservative and unifying explanations

description: In this research, we generate and compare three types of explanations of Machine Learning predictions: simple, conservative and unifying.
DOI: 10.26180/28847357.v5
title: XAIstudy-Simple, conservative and unifying explanations

description: In this research, we generate and compare three types of explanations of Machine Learning predictions: simple, conservative and unifying.
DOI: 10.26180/28847357.v4
title: XAIstudy-simple, conservative and unifying explanations

description: In this research, we generate and compare three types of explanations of Machine Learning predictions: simple, conservative and unifying.