cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5067/gnss/gdgps_daily_pod_orbits_gps_001
title: Ground-Based Global Navigation Satellite System (GNSS) Guardian GPS daily accumulated real-time POD orbits (60-second sampling, 24-hour files)
DOI: 10.5067/gnss/glonass_daily_b_001
title: Ground-Based Global Navigation Satellite System (GNSS) Daily 30-second GLONASS combined broadcast ephemeris data
DOI: 10.15468/dl.kb6czm
title: Occurrence Download

description: A dataset containing 8608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.85886 35.3822,-100.85886 30.42086,-98.76986 25.45951,-79.18561 23.1094,-74.74653 28.85412,-60.38474 50.00511,-72.65755 48.43837,-95.63638 39.8213,-100.85886 38.7768,-100.85886 35.3822))",
 "TaxonKey is Malaclemys"
 ]
}

 The dataset includes 8608 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025477-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79rppq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solms-laubachia haranensis"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025478-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zksdqb
title: Occurrence Download

description: A dataset containing 1073 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insect (Coleoptera) Biodiversity Across Forest Canopy and Understorey in SE-Asia BIFA5_026"
 ]
}

 The dataset includes 1073 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025480-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy9zmh
title: Occurrence Download

description: A dataset containing 8364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glycyrrhiza lepidota, Glycyrrhiza lepidota)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8364 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025479-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15993406
title: Experimental setup and electrically modulated drug release from the nanofluidic platform

description: Figure 4. Experimental setup and electrically modulated drug release from the nanofluidic platform. (A) Schematic of the custom-built in vitro drug delivery platform, featuring a horizontally oriented dual-reservoir cuvette with the nanofluidic membrane clamped between a drug reservoir and a sink reservoir. Continuous magnetic stirring in the sink ensures homogeneous distribution of the released compound, which is quantified in real-time via UV-Vis spectroscopy. (B) Summary table of the key physicochemical characteristics of the tested drug models, including molecular weight, net charge, and hydrophilicity. (C-E) In vitro cumulative release profiles of three representative drug models through the nanofluidic membrane under modulated electrical stimulation: (C) Vitamin B12, a medium size, positively charged molecule; (D) Cabotegravir, a small, neutrally charged antiretroviral drug; and (E) Polystyrene sulfonate, a high molecular weight, highly negatively charged polymer. (F) Statistical comparison of release modulation efficiency across the different drug models, demonstrating consistent performance of the nanofluidic platform irrespective of molecular size or charge.
DOI: 10.5281/zenodo.15993405
title: Experimental setup and electrically modulated drug release from the nanofluidic platform

description: Figure 4. Experimental setup and electrically modulated drug release from the nanofluidic platform. (A) Schematic of the custom-built in vitro drug delivery platform, featuring a horizontally oriented dual-reservoir cuvette with the nanofluidic membrane clamped between a drug reservoir and a sink reservoir. Continuous magnetic stirring in the sink ensures homogeneous distribution of the released compound, which is quantified in real-time via UV-Vis spectroscopy. (B) Summary table of the key physicochemical characteristics of the tested drug models, including molecular weight, net charge, and hydrophilicity. (C-E) In vitro cumulative release profiles of three representative drug models through the nanofluidic membrane under modulated electrical stimulation: (C) Vitamin B12, a medium size, positively charged molecule; (D) Cabotegravir, a small, neutrally charged antiretroviral drug; and (E) Polystyrene sulfonate, a high molecular weight, highly negatively charged polymer. (F) Statistical comparison of release modulation efficiency across the different drug models, demonstrating consistent performance of the nanofluidic platform irrespective of molecular size or charge.
DOI: 10.15468/dl.yznqhh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AEB1033"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025481-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyrre6
title: Occurrence Download

description: A dataset containing 26245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimosa pigra",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26245 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025482-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs2c3r
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium cepa",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025485-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptuhqw
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium cepa",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025484-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f8cesb
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mongolia",
 "OccurrenceStatus is Present",
 "TaxonKey is Charales"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025486-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15644548
title: AbSplice2-DNA (hg38)

description: AbSplice2-DNA predicts the probability that a variant causes aberrant splicing in a given tissue. See the publication: [link to biorxiv]. AbSplice2 is an updated version of AbSplice that we published earlier: https://www.nature.com/articles/s41588-023-01373-3.Here, we provide precomputed AbSplice2-DNA scores for 49 human tissues and all possible SNVs genome-wide for hg38. This version contains N protein coding genes.

The folder 'AbSplice_DNA_hg38_snvs' contains all scores.The folder 'AbSplice_DNA_hg38_snvs_high_scores' contains scores above 3 different cutoffs, which have approximately the same recalls as the high, medium and low cutoffs of Pangolin: 



high cutoff (0.2),

medium cutoff (0.1),

low cutoff (0.05).


AbSplice scores are tissue-specific. In case users require a single score we recommend to use the maximum AbSplice score across tissues.

AbSplice2-DNA scores can be computed from custom VCF files (including indels) with the python package 'absplice': https://github.com/gagneurlab/absplice

The uploaded files contain the following columns (for longer description see README of github repository of AbSplice):



Genomic coordinates of the variant:



chrom: Chromosome

pos: genomic position

ref: reference allele

alt: alternative allele

gene_id: Ensembl GeneID



AbSplice_DNA_{tissue}: AbSplice score for the given tissue

delta_logit_psi_{tissue}: MMSplice + SpliceMap score for a given tissue

delta_psi_{tissue}: MMSplice + SpliceMap + Ψ_ref score for a given tissue

gain_score: One of the the two scores predicted by Pangolin. The score represents probability of the variant causing an increase in splicing level

loss_score: One of the the two scores predicted by Pangolin. The score represents probability of the variant causing an decrease in splicing level

AbSplice_DNA_max: maximum AbSplice score across tissues for the given variant (this score is only provided in the files of the folder 'AbSplice_DNA_hg38_snvs_high_scores')
DOI: 10.15468/dl.webz83
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glycyrrhiza pallidiflora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 178 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025487-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4rb9ck
title: Occurrence Download

description: A dataset containing 1382 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Marcaje satelital de manta raya oceánica (Mobula birostris) en las aguas costeras de Ecuador"
 ]
}

 The dataset includes 1382 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025489-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfwwcg
title: Occurrence Download

description: A dataset containing 260 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paysonia stonensis"
 ]
}

 The dataset includes 260 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025488-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdwr3p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADO3758"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025490-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4bdnz
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Leucothoe gracilis"
 ]
}

 The dataset includes 49 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025491-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15993460
title: Long-term in vitro modulation of drug release and wireless actuation using a miniaturized PCB

description: Figure 5. Long-term in vitro modulation of drug release and wireless actuation using a miniaturized PCB. (A) Electrically controlled release profile of Vitamin B12 over more than 15 days using benchtop instrumentation to apply the actuation potential, demonstrating long-term modulation capability, (n=1). (B) Proof-of-concept demonstration of the electrochemical pump driven by a custom-designed, miniaturized printed circuit board (PCB), highlighting the potential for integration into an implantable systems.
DOI: 10.5281/zenodo.15993459
title: Long-term in vitro modulation of drug release and wireless actuation using a miniaturized PCB

description: Figure 5. Long-term in vitro modulation of drug release and wireless actuation using a miniaturized PCB. (A) Electrically controlled release profile of Vitamin B12 over more than 15 days using benchtop instrumentation to apply the actuation potential, demonstrating long-term modulation capability, (n=1). (B) Proof-of-concept demonstration of the electrochemical pump driven by a custom-designed, miniaturized printed circuit board (PCB), highlighting the potential for integration into an implantable systems.
DOI: 10.15468/dl.t7f9yu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium cepa",
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025493-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jeeyds
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex crispus",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025492-250711103210423/datasets/export for details.
DOI: 10.5281/zenodo.15674611
title: devAbSplice (hg19)
DOI: 10.5281/zenodo.15674612
title: devAbSplice (hg19)
DOI: 10.7910/dvn/uczdqj
title: Replication Data for: Joining Forces or Going Solo? The Political and Economic Dynamics of Intermunicipal Cooperation

description: The suboptimal size of municipalities is often considered a challenge to efficient service delivery due to scale limitations. Intermunicipal cooperation (IMC) emerged as an alternative to top-down amalgamations, offering a more flexible and typically voluntary approach. We explore why and when municipalities adopt IMC, using a decade of data from Catalan municipalities, and our GLMM results show that population size, fiscal constraints, and political participation shape cooperation. We introduce also a dynamic approach, and Cox PH analysis reveals that high debt, low turnout and political competition accelerate adoption. These findings highlight the importance of distinguishing between service-specific, organizational, and political factors that influence the existence of cooperation versus those driving the timing of its adoption. No single service delivery approach fits all scenarios. The results shed light on how public actors navigate constraints in collaboration, contributing to broader understanding of policy implementation and inter-organizational governance.
DOI: 10.15468/dl.sme7x4
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium cepa",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025494-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyhahp
title: Occurrence Download

description: A dataset containing 3774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hedysarum alpinum, Hedysarum alpinum, Hedysarum alpinum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3774 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025496-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnz6u2
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is Vertebrate Zoology Division - Herpetology, Yale Peabody Museum",
 "TaxonKey is Nerodia sipedon"
 ]
}

 The dataset includes 179 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025495-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj9q3t
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAU2554"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025497-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxhcf2
title: Occurrence Download

description: A dataset containing 72865857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Guzmania, Glomeropitcairnia, Tracheophyta, Aechmea, Tillandsia, Araeococcus, Nidularium, Wittrockia, Billbergia, Edmundoa, Neoregelia, Quesnelia, Hohenbergia, Racinaea, Alcantarea, Aechmaea, Encholirium, Portea, Pitcairnia, Catopsis, Guzmania, Glomeropitcairnia, Tracheophyta, Aechmea, Tillandsia, Araeococcus, Nidularium, Wittrockia, Billbergia, Edmundoa, Neoregelia, Quesnelia, Hohenbergia, Racinaea, Alcantarea, Aechmaea, Encholirium, Portea, Pitcairnia, Catopsis, Brocchinia)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Human Observation)"
 ]
 }
 }
 ]
}

 The dataset includes 72865857 records from 4610 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025470-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1388733.10fu
title: SH1388733.10FU

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/sh1388736.10fu
title: SH1388736.10FU

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/sh1388737.10fu
title: SH1388737.10FU

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/sh1388739.10fu
title: SH1388739.10FU

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.