cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ep3y3k
title: Occurrence Download

description: A dataset containing 2207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panicum turgidum Forssk."
 ]
}

 The dataset includes 2207 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006356-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz52ce
title: Occurrence Download

description: A dataset containing 3893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.21606 31.63973,-77.90738 31.63973,-77.90738 34.13592,-81.21606 34.13592,-81.21606 31.63973))",
 "HasGeospatialIssue is false",
 "TaxonKey is Calidris himantopus (Bonaparte, 1826)"
 ]
}

 The dataset includes 3893 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021271-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfagnh
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spatholobus suberectus Dunn)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 132 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021272-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pc23xf
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "InstitutionCode is sdnhm",
 "TaxonKey is Stramonita biserialis (Blainville, 1832)"
 ]
}

 The dataset includes 68 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021270-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kkh7k
title: Occurrence Download

description: A dataset containing 38373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcina quercana Fabricius, 1775",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38373 records from 271 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021269-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tw8y4s
title: Occurrence Download

description: A dataset containing 3676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.31496 31.73996,-77.91659 31.73996,-77.91659 34.14134,-81.31496 34.14134,-81.31496 31.73996))",
 "HasGeospatialIssue is false",
 "TaxonKey is Limnodromus scolopaceus (Say, 1822)"
 ]
}

 The dataset includes 3676 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021273-250310093411724/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.28080248
title: <b>Evaluating the impact of gridded population datasets variability on flood exposure estimates across South Asia</b>

description: The zip archive contains all the data including hazard, population grids, exposure and vectors boundaries data used for the analysis.
DOI: 10.15468/dl.xx9wep
title: Occurrence Download

description: A dataset containing 41437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.28985 31.73602,-77.88945 31.73602,-77.88945 34.10279,-81.28985 34.10279,-81.28985 31.73602))",
 "HasGeospatialIssue is false",
 "TaxonKey is Pluvialis squatarola (Linnaeus, 1758)"
 ]
}

 The dataset includes 41437 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021275-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwwrbk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.39_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aeorestes cinereus (Palisot de Beauvois, 1796)"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021276-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hkjeu
title: Occurrence Download

description: A dataset containing 4131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Spizaetus isidori (Des Murs, 1845)"
 ]
}

 The dataset includes 4131 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021277-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgwhby
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chrysocharis gemma (Walker, 1839)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021278-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h9mdx
title: Occurrence Download

description: A dataset containing 349531 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Nacional Colombiano (COL)"
 ]
}

 The dataset includes 349531 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021274-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15066772
title: Modeela
DOI: 10.5281/zenodo.15066773
title: Modeela
DOI: 10.34740/kaggle/dsv/11121636
title: WallStreetBets 2022
DOI: 10.15468/dl.x4tg9n
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephalocousya nivicola (C.G.Thomson, 1871)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 275 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021279-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjn278
title: Occurrence Download

description: A dataset containing 251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "InstitutionCode is sbmnh",
 "TaxonKey is Stramonita biserialis (Blainville, 1832)"
 ]
}

 The dataset includes 251 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021280-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f3d73
title: Occurrence Download

description: A dataset containing 542495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 0,-180 0,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anura",
 "Year 2015-2020"
 ]
}

 The dataset includes 542495 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021267-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34973/zw2p-w620
title: Neural reinforcement learning signals predict recovery from impulse control disorder in Parkinson’s disease

description: Background 
Impulse control disorders (ICD) in Parkinson’s disease (PD) are associated with a heavy burden 
on patients and caretakers. While recovery can occur, ICD persists in many patients despite 
optimal management. The basis for this inter-individual variability in recovery is unclear and 
poses a major challenge to personalized health care.

Methods
We adopt a computational psychiatry approach and leverage the longitudinal, prospective 
Personalized Parkinson Project (N=136 persons with PD, within 5 years of diagnosis) to 
combine dopaminergic learning theory-informed fMRI with machine learning (at baseline) to 
predict ICD symptom recovery after two years of follow-up. We focused on a change in QUIP-rs 
across the entire cohort, regardless of an ICD diagnosis. 

Results
Greater reinforcement learning signals at baseline, including those in the ventral striatum, 
measured while ON medication were associated with greater recovery from impulse control 
symptoms two years later. These signals accounted for a unique proportion of the relevant 
variability over and above that explained by other known factors, such as decreases in 
dopamine agonist use.

Conclusions
Our results indicate that dopaminergic learning modeling provides opportunities for recovery 
from ICD symptoms in PD and a proof of principle for combining generative model-based 
inference of latent learning processes with machine learning-based predictive modeling of 
variability in clinical symptom recovery trajectories. These findings may inform the
development of future biomarker research for evaluating preventive and therapeutic 
approaches to ICD.

This includes the entire project, as previously present in the DCCN project folder.
DOI: 10.34973/n1xr-h035
title: Impulse control disorder in Parkinson’s disease is associated with abnormal frontal value signalling

description: Dopaminergic medication is well established to boost reward- versus punishment-based learning in Parkinson’s disease. However, there is tremendous variability in dopaminergic medication effects across different individuals, with some patients exhibiting much greater cognitive sensitivity to medication than others. We aimed to unravel the mechanisms underlying this individual variability in a large heterogeneous sample of early-stage patients with Parkinson’s disease as a function of comorbid neuropsychiatric symptomatology, in particular impulse control disorders and depression. One hundred and ninety-nine patients with Parkinson’s disease (138 ON medication and 61 OFF medication) and 59 healthy controls were scanned with functional magnetic resonance imaging while they performed an established probabilistic instrumental learning task. Reinforcement learning model-based analyses revealed medication group differences in learning from gains versus losses, but only in patients with impulse control disorders. Furthermore, expected-value related brain signaling in the ventromedial prefrontal cortex was increased in patients with impulse control disorders ON medication compared with those OFF medication, while striatal reward prediction error signaling remained unaltered. These data substantiate the hypothesis that dopamine’s effects on reinforcement learning in Parkinson’s disease vary with individual differences in comorbid impulse control disorder and suggest they reflect deficient computation of value in medial frontal cortex, rather than deficient reward prediction error signaling in striatum.

This database includes the entire project, as previously present in the DCCN project folder.
DOI: 10.15468/dl.tsrwzq
title: Occurrence Download

description: A dataset containing 51480 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-81.06011 32.11004,-77.93542 32.11004,-77.93542 34.07326,-81.06011 34.07326,-81.06011 32.11004))",
 "Geometry POLYGON((-81.1077 31.94492,-77.93183 31.94492,-77.93183 34.11195,-81.1077 34.11195,-81.1077 31.94492))"
 ]
 },
 "HasGeospatialIssue is false",
 "TaxonKey is Calidris alba (Pallas, 1764)"
 ]
}

 The dataset includes 51480 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021268-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62q28b
title: Occurrence Download

description: A dataset containing 19776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "TaxonKey is Artibeus lituratus (Olfers, 1818)",
 "Year 1970-2025"
 ]
}

 The dataset includes 19776 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021281-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfzgrr
title: Occurrence Download

description: A dataset containing 1270 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephus pygmeus (Linnaeus, 1767)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1270 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021282-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8vzhe
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.39_1",
 "TaxonKey is Lasiurus borealis (Müller, 1776)"
 ]
}

 The dataset includes 93 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021283-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3ksmy
title: Occurrence Download

description: A dataset containing 1009 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ceratophyllus gallinae (Schrank, 1803)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1009 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021284-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25493/jwm7-2g1
title: Mosaic microtomography of an entire mouse brain with sub-micron pixel size (v2.0)

description: This dataset represents X-ray microtomography of an entire mouse brain with isotropic 0.65 μm voxels. Data were acquired at the ANATOMIX Beamline of Synchrotron SOLEIL from a post-mortem mouse brain fixed in formalin and dehydrated in ethanol. Acquisition required mosaic tiling to extend the imaged volume by a factor of about 400 and resulted in a dataset of 6.6 TB in size. A distributed multi-resolution image registration approach was developed for registering the TB-sized image to the Allen Mouse Brain Common Coordinate Framework v3 (CCFv3)([Wang et al., (2020)](https://doi.org/10.1016/j.cell.2020.04.007)). The registered microtomography dataset was converted to gzip-compressed, precomputed, sharded Neuroglancer format for efficient dissemination and online viewing via [siibra explorer](https://atlases.ebrains.eu/viewer) or [Neuroglancer](https://doi.org/10.5281/zenodo.5573294). The label-free volumetric data provides electron-density related contrast and contains rich microanatomical details throughout the entire volume of the mouse brain. Alignment with the Allen Mouse Brain CCFv3 enables users to quickly localize and explore anatomical regions of the dataset online via the siibra explorer.
DOI: 10.15468/dl.ncmjwt
title: Occurrence Download

description: A dataset containing 6817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "TaxonKey is Artibeus planirostris (Spix, 1823)",
 "Year 1970-2025"
 ]
}

 The dataset includes 6817 records from 174 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021285-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.csr4zm
title: Occurrence Download

description: A dataset containing 934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cephennium gallicum Ganglbauer, 1899",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 934 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021286-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsn24x
title: Occurrence Download

description: A dataset containing 6882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Coeligena violifer (Gould, 1846)"
 ]
}

 The dataset includes 6882 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021287-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9zusj
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spatholobus suberectus Dunn)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 132 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021289-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tubp8y
title: Occurrence Download

description: A dataset containing 31089 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Coeligena wilsoni (Delattre & Bourcier, 1846)"
 ]
}

 The dataset includes 31089 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021288-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k6euv6
title: Occurrence Download

description: A dataset containing 8014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centrotus cornuta Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8014 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021290-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17465510
title: Tourists, ESG, and Sustainable Travel: The Role of Identity Congruence and Environmental Involvement
DOI: 10.5281/zenodo.17465511
title: Tourists, ESG, and Sustainable Travel: The Role of Identity Congruence and Environmental Involvement
DOI: 10.15156/bio/sh1135807.10fu
title: SH1135807.10FU

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: 10.15468/dl.5bsz4k
title: Occurrence Download

description: A dataset containing 177249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula pubescens",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample)",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 177249 records from 627 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002653-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1135809.10fu
title: SH1135809.10FU

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/sh1135810.10fu
title: SH1135810.10FU

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.