cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wk2g6y
title: Occurrence Download

description: A dataset containing 848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perdita turgiceps Timberlake, 1954",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America"
 ]
}

 The dataset includes 848 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009173-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4d2nt
title: Occurrence Download

description: A dataset listing the 269 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "TaxonKey is Ascidiacea"
 ]
}

 The dataset's 269 records were derived from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009171-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yd6dy4
title: Occurrence Download

description: A dataset containing 8070 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustela frenata Lichtenstein, 1831"
 ]
}

 The dataset includes 8070 records from 234 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009174-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7ntr7
title: Occurrence Download

description: A dataset containing 4130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psorothamnus schottii (Torr.) Barneby",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America"
 ]
}

 The dataset includes 4130 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009175-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq48tz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parallorhogas pallidiceps (Perkins, 1910)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009176-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.687arb
title: Occurrence Download

description: A dataset containing 13515 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "TaxonKey is Caprimulgus europaeus Linnaeus, 1758"
 ]
}

 The dataset includes 13515 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009177-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mpz8c7
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Fossil, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arctodus simus"
 ]
}

 The dataset includes 64 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009178-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuy35z
title: Occurrence Download

description: A dataset containing 1781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Mustela nivalis Linnaeus, 1766"
 ]
}

 The dataset includes 1781 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009179-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kjjwd
title: Occurrence Download

description: A dataset containing 5559161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year 2023-2023"
 ]
}

 The dataset includes 5559161 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009145-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4zva8
title: Occurrence Download

description: A dataset containing 45217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-61.55879 12.91592,-60.83035 12.91592,-60.83035 13.47137,-61.55879 13.47137,-61.55879 12.91592))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45217 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009180-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14294631
title: Supplementary data for: PseudoSorter: A Self-Supervised Spike Sorting Approach Applied to Reveal Tau-Induced Reductions in Neuronal Activity

description: Supplementary example data for the work presented in "PseudoSorter: A Self-Supervised Spike Sorting Approach Applied to Reveal Tau-Induced Reductions in Neuronal Activity". 

Abstract: 

Microelectrode arrays (MEAs) permit recordings with high electrode counts, thus generating complex datasets which would benefit from precise neuronal spike sorting for meaningful data extraction. Nevertheless, conventional spike sorting methods face limitations in recognising diverse spike shapes. Here, we introduce PseudoSorter, which employs self-supervised learning techniques, a density-based pseudo-labelling strategy, and an iterative fine-tuning process to enhance spike sorting accuracy. Through benchmarking, we demonstrate the superior performance of PseudoSorter compared to other spike sorting algorithms before applying PseudoSorter on MEA recordings from hippocampal neurons exposed to subneuronal concentrations of monomeric Tau as a model for Alzheimer's disease. Our results unveil that Tau diminishes the firing rate of a subset of neurons, which complement our findings observed using conventional electrophysiology analysis, and demonstrate that PseudoSorter’s high accuracy and throughput make it a valuable tool for studying neurodegenerative diseases, enhancing our understanding of their underlying mechanisms, as well as for therapeutic drug screening.
DOI: 10.15468/dl.eammk5
title: Occurrence Download

description: A dataset containing 44060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 44060 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009182-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtg4h7
title: Occurrence Download

description: A dataset containing 2331 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-57.641 -23.284, -57.34 -23.284, -57.34 -22.981, -57.641 -22.981, -57.641 -23.284))",
 "EventDate is greater than or equal to 1900-01-01",
 "EventDate is less than or equal to 2025-03-15"
 ]
}

 The dataset includes 2331 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009183-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2z48y
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paramesus major Haupt, 1927",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 59 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009184-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13gtptf
title: Model and Data Resources Supporting Water-Quality Modeling of Hydrologic Systems

description: This dataset provides detailed information on availability of model resources (including models and datasets) that support the modeling of six key water-quality constituents (or constituent categories) across the hydrologic system. In addition, resources associated with nine “cross-cutting” topics for modeling water quality are included, with “cross-cutting” defined herein as having relevance to more than one constituent. The model and data resources were generated as a companion product to a related publication (Lucas and others, 2025) that identifies gaps in water-quality modeling capabilities needed for assessments, projections, and evaluation of management alternatives to support ecosystem health and human beneficial use of water resources. Multiple spreadsheet tables include modeling resources for contemporary and representative models that represent an extensive but not exhaustive list; the models or datasets within each worksheet are presented in terms of the model or data source type, relevant hydrologic compartment(s), and software availability (defined at the bottom of each worksheet). Models originating in government, academia, non-governmental organizations, and private industry were considered. We emphasize models that are widely used, open source, and representative of the state of the art; additionally, models were included that are published in the literature and (or) for which documentation is easily available on the internet.

This data release includes the metadata and the modeling capabilities workbook, “WQ_Models_Tables_1-14.xlsx” that includes a cross-cutting topics overview tab and the following cross-cutting topics
worksheets:

Table 1–Climate Forcing Datasets;
Table 2–(Bio)geochemical Modeling;
Table 3–Watershed Modeling;
Table 4–River Modeling;
Table 5–Lake and Reservoir Modeling;
Table 6–Reservoir Operations and Outflow Modeling;
Table 7–Estuary Modeling;
Table 8–Groundwater Modeling;
Table 9–Water Reuse Modeling;
 
and a constituents tables overview tab and the following constituents worksheets:

Table 10–Water Temperature;
Table 11–Salinity;
Table 12–Nutrients;
Table 13–Sediment;
Table 14–Geologically Sourced Constituents.
DOI: 10.15468/dl.b58ra4
title: Occurrence Download

description: A dataset containing 30535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urocyon cinereoargenteus (Schreber, 1775)"
 ]
}

 The dataset includes 30535 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009185-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15027339
title: Satellite Geodesy Reveals Shallow, Transient Magma Intrusions at Sotará Volcano, Colombia

description: Sotará, a little known andesitic-dacitic stratovolcano in southwestern Colombia, is an important site for investigating volcanism in the Andes because of its geological and tectonic settings. Although there are no recorded historical eruptions, the volcano exhibits geothermal activity, deformation, and volcano-tectonic seismicity. Its remote location and rugged terrain pose challenges for access and routine monitoring. The application of satellite geodesy, specifically continuous GNSS and DInSAR, has enabled effective monitoring of recent unrest episodes from 2013 to 2020. During these episodes, in 2017-18 and 2019-20, a subtle yet distinct volcanic deformation was observed. Initially, GNSS and DInSAR recorded about 1.5 cm of uplift prior to any increase in seismic activity. Subsequently, an increase in volcano-tectonic seismicity was followed by inflation detected by both GNSS and DInSAR, indicating an uplift around 2.5 cm. Modeling of observed deformation suggests the injection of small magma batches beneath the volcano. During the first episode, magma volumes ranged from 0.0003 to 0.0022 km3 at depths between 1.2 km and 3.9 km. In the second episode, volumes ranged between 0.0003 to 0.0017 km3 at similar depths. Despite this activity, neither episode culminated in an eruption, and both seismicity and deformation returned to background levels by February 2020.
DOI: 10.5281/zenodo.15027338
title: Satellite Geodesy Reveals Shallow, Transient Magma Intrusions at Sotará Volcano, Colombia

description: Sotará, a little known andesitic-dacitic stratovolcano in southwestern Colombia, is an important site for investigating volcanism in the Andes because of its geological and tectonic settings. Although there are no recorded historical eruptions, the volcano exhibits geothermal activity, deformation, and volcano-tectonic seismicity. Its remote location and rugged terrain pose challenges for access and routine monitoring. The application of satellite geodesy, specifically continuous GNSS and DInSAR, has enabled effective monitoring of recent unrest episodes from 2013 to 2020. During these episodes, in 2017-18 and 2019-20, a subtle yet distinct volcanic deformation was observed. Initially, GNSS and DInSAR recorded about 1.5 cm of uplift prior to any increase in seismic activity. Subsequently, an increase in volcano-tectonic seismicity was followed by inflation detected by both GNSS and DInSAR, indicating an uplift around 2.5 cm. Modeling of observed deformation suggests the injection of small magma batches beneath the volcano. During the first episode, magma volumes ranged from 0.0003 to 0.0022 km3 at depths between 1.2 km and 3.9 km. In the second episode, volumes ranged between 0.0003 to 0.0017 km3 at similar depths. Despite this activity, neither episode culminated in an eruption, and both seismicity and deformation returned to background levels by February 2020.
DOI: 10.5281/zenodo.15028237
title: Satellite Geodesy Reveals Shallow, Transient Magma Intrusions at Sotará Volcano, Colombia

description: Sotará, a little known andesitic-dacitic stratovolcano in southwestern Colombia, is an important site for investigating volcanism in the Andes because of its geological and tectonic settings. Although there are no recorded historical eruptions, the volcano exhibits geothermal activity, deformation, and volcano-tectonic seismicity. Its remote location and rugged terrain pose challenges for access and routine monitoring. The application of satellite geodesy, specifically continuous GNSS and DInSAR, has enabled effective monitoring of recent unrest episodes from 2013 to 2020. During these episodes, in 2017-18 and 2019-20, a subtle yet distinct volcanic deformation was observed. Initially, GNSS and DInSAR recorded about 1.5 cm of uplift prior to any increase in seismic activity. Subsequently, an increase in volcano-tectonic seismicity was followed by inflation detected by both GNSS and DInSAR, indicating an uplift around 2.5 cm. Modeling of observed deformation suggests the injection of small magma batches beneath the volcano. During the first episode, magma volumes ranged from 0.0003 to 0.0022 km3 at depths between 1.2 km and 3.9 km. In the second episode, volumes ranged between 0.0003 to 0.0017 km3 at similar depths. Despite this activity, neither episode culminated in an eruption, and both seismicity and deformation returned to background levels by February 2020.
DOI: 10.15468/dl.99hehq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neodiphyus flavovarius (Cresson, 1865)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009188-250310093411724/datasets/export for details.
DOI: 10.15468/dl.szsg8v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perdita turgiceps Timberlake, 1954",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "StateProvince is AZ",
 "StateProvince is CA",
 "StateProvince is NV",
 "StateProvince is UT"
 ]
 },
 "Country is United States of America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009190-250310093411724/datasets/export for details.
DOI: 10.17863/cam.114886
title: Research Data supporting "Ex vivo functional characterization of mouse olfactory bulb projection neurons reveals a heterogenous continuum"

description: Immunohistochemistry/confocal microscope images and electrophysiological single cell recordings. Data to support the publication "Ex vivo functional characterization of mouse olfactory bulb projection neurons reveals a heterogenous continuum". Please see Readme file for more details on the files.
DOI: 10.15468/dl.mcnezf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psorothamnus schottii (Torr.) Barneby",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "StateProvince is AZ",
 "StateProvince is CA",
 "StateProvince is NV",
 "StateProvince is UT"
 ]
 },
 "Country is United States of America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009191-250310093411724/datasets/export for details.
DOI: 10.15468/dl.xabuhe
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "TaxonKey is Megachile armaticeps Cresson, 1869"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009193-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfstag
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenolecanium fletcheri (Cockerell, 1893)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009196-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvg9g6
title: Occurrence Download

description: A dataset containing 2165152 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Cuba"
 ]
}

 The dataset includes 2165152 records from 1321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009181-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzhanu
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chersodoma candida Phil."
 ]
}

 The dataset includes 40 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032973-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2w25s
title: Occurrence Download

description: A dataset listing the 1260 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.78994 19.43868,-96.71578 19.43868,-96.71578 19.47756,-96.78994 19.47756,-96.78994 19.43868))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 1260 records were derived from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181119-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vve3f2
title: Occurrence Download

description: A dataset containing 144 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 Aglaeactis aliciae Salvin, 1896"
 ]
}

 The dataset includes 144 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004661-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ygmg5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albuca tenuis Knudtzon"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024772-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mouktt
title: Occurrence Download

description: A dataset containing 6363 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Diglossa brunneiventris Lafresnaye, 1846",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6363 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020561-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgz4dm
title: Occurrence Download

description: A dataset containing 84345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1994-2018",
 "TaxonKey is Pygoscelis adeliae (Hombron & Jacquinot, 1841)"
 ]
}

 The dataset includes 84345 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032978-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgxrcb
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Panicum hippothrix K.Schum. ex Engl.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045896-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psapkd
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.51895 21.35359,108.43636 17.01351,111.40032 18.28378,122.69159 22.37686,122.51516 26.36409,122.09174 29.08105,107.51895 21.35359))",
 "OccurrenceStatus is Present",
 "TaxonKey is Polydactylus sextarius (Bloch & Schneider, 1801)",
 "Year 1990-2020"
 ]
}

 The dataset includes 81 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045897-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.