cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0170334.10fu
title: SH0170334.10FU

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/sh0170335.10fu
title: SH0170335.10FU

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/sh0170336.10fu
title: SH0170336.10FU

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: 10.14473/csda/ltoorp
title: Květen 1992 - Kontinuální měsíční výzkum IVVM

description: Kontinuální měsíční výzkum provedl výzkumný tým Institutu pro výzkum veřejného mínění v rámci pravidelného měsíčního výzkumného projektu. Jsou při něm zjišťovány postoje a názory občanů.
description: Kontinuální měsíční výzkum IVVM
DOI: 10.5281/zenodo.16356981
title: GRIFD: A Graded Region-Wise Dissection and Cross-Pooling RNN Framework for Precise Diabetic Retinopathy Detection in Fundus Images

description: Early and precise detection of diabetic retinopathy (DR) is essential in averting vision impairment. This work introduces graded region wise inspection and feature dissection(GRIFD), a novel deep learning architecture designed explicitly for fine-grained diabetic retinopathy (DR) detection from fundus images. GRIFD enforces a graded region-of-interest (ROI) dissection approach, which methodically segments fundus images into diagnostic blocks to promote local lesion visibility. A Recurrent Neural Network (RNN) is used to model sequential dependencies between these ROI blocks, aiming to mimic the progressive development of DR symptoms.
DOI: 10.5281/zenodo.16356982
title: GRIFD: A Graded Region-Wise Dissection and Cross-Pooling RNN Framework for Precise Diabetic Retinopathy Detection in Fundus Images

description: Early and precise detection of diabetic retinopathy (DR) is essential in averting vision impairment. This work introduces graded region wise inspection and feature dissection(GRIFD), a novel deep learning architecture designed explicitly for fine-grained diabetic retinopathy (DR) detection from fundus images. GRIFD enforces a graded region-of-interest (ROI) dissection approach, which methodically segments fundus images into diagnostic blocks to promote local lesion visibility. A Recurrent Neural Network (RNN) is used to model sequential dependencies between these ROI blocks, aiming to mimic the progressive development of DR symptoms.
DOI: 10.15468/dl.fjtgxh
title: Occurrence Download

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

 The dataset includes 24 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032929-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcg478
title: Occurrence Download

description: A dataset containing 12323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Limosa lapponica)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 12323 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032930-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thhurr
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pavetta abyssinica",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 232 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032934-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arzjrk
title: Occurrence Download

description: A dataset containing 27289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora foetida"
 ]
}

 The dataset includes 27289 records from 636 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032927-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kcus6
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 629 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032935-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sq7pm5
title: Occurrence Download

description: A dataset containing 97507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa multiflora"
 ]
}

 The dataset includes 97507 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032849-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00011637.0
title: Available datapackage for study 'A Phase III, Multicenter, Randomized, Double-Blind, Placebo-Controlled, Parallel-Group, Efficacy, and Safety Study of Gantenerumab in Patients With Early (Prodromal to Mild) Alzheimer's Disease'

description: This randomized, double-blind, placebo-controlled, parallel-group study will evaluate the efficacy and safety of gantenerumab versus placebo in participants with early (prodromal to mild) AD. All participants must show evidence of beta-amyloid pathology. Eligible participants will be randomized 1:1 to receive either subcutaneous (SC) injection of gantenerumab or placebo. The primary efficacy assessment will be performed at the end of the double blind period at week 116. Participants will then be offered to enter into an open-label extension (OLE). Participants not willing to go to the OLE will participate in a long term follow-up period for up to 50 weeks after the last gantenerumab dose.
DOI: 10.25934/pr00011638.0
title: Available datapackage for study 'A Phase III, Multicenter, Randomized, Double-Blind, Placebo-Controlled, Parallel-Group, Efficacy, and Safety Study of Gantenerumab in Patients With Early (Prodromal to Mild) Alzheimer's Disease'

description: This randomized, double-blind, placebo-controlled, parallel group study will evaluate the efficacy and safety of gantenerumab versus placebo in participants with early (prodromal to mild) AD. All participants must show evidence of beta-amyloid pathology. Eligible participants will be randomized 1:1 to receive either subcutaneous (SC) injection of gantenerumab or placebo. The primary efficacy assessment will be performed at the end of the double blind period at week 116. Participants will then be offered to enter into an open-label extension (OLE). Participants not willing to go to the OLE will participate in a long term follow-up period for up to 50 weeks after the last gantenerumab dose.
DOI: 10.15468/dl.q2gg3f
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 324 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032936-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nduktk
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum pseudohenryi",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032938-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtgbkk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032937-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur3mug
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nassauvia heterophylla"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032939-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygckq2
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.14_1",
 "TaxonKey is Sinomenium"
 ]
}

 The dataset includes 49 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032940-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6096/7002
title: AEROCLO-sA PEGASUS aerosol mass concentration

description: Aerosol particle mass concentration measured at the surface level by the PEGASUS mobile platform located at the SANUMARC research center in Henties Bay, Namibia.<br />
<br />
Observing strategy: <br />
The aerosol particle mass concentration was measured by a Tapered Element Oscillating Microbalance (TEOM) with Filter Dynamic Measurement System (FDMS) by Thermo Inc. (model 1504f) operated in the PEGASUS mobile platform. Air was taken into the instrument from one of the two custom-built high volume wind-orientable inlet of the mobile platform. Data were acquired continuously at 6 minute time resolution.
DOI: 10.5281/zenodo.14845496
title: 3BTRON: A Blood-Brain Barrier Recognition Network - Dataset

description: Electron microscopy images were obtained from C57Bl/6J mice. Animal experiments were conducted in accordance with the national and institutional guidelines ([Scientific Procedures Act] 1986 (UK), and the Council Directive 2010/63EU of the European Parliament and the Council of 22 September 2010 on the protection of animals used for scientific purposes) and had a full Home Office ethical approval. Mice were housed with no restrictions to food and water in a 12-hours light/dark cycle. The age of the mice was recorded at the time they were culled.

Images were taken from 23 mice - 11 female (5 aged, 6 young), 12 male (6 aged, 6 young) - across three different brain regions: the corpus callosum (labelled CC), the hippocampus (labelled HC), and the prefrontal cortex (labelled PFC). We also include an additional dataset of images from the brains of 3 middle-age female mice taken from the corpus callosum and prefrontal cortex.

A small number of images were of the same vessel taken using different magnifications, positioning or contrast. As such, one image was dropped from the test set after data pre-processing to avoid data leakage.
DOI: 10.5281/zenodo.14845497
title: 3BTRON: A Blood-Brain Barrier Recognition Network - Dataset

description: Electron microscopy images were obtained from C57Bl/6J mice. Animal experiments were conducted in accordance with the national and institutional guidelines ([Scientific Procedures Act] 1986 (UK), and the Council Directive 2010/63EU of the European Parliament and the Council of 22 September 2010 on the protection of animals used for scientific purposes) and had a full Home Office ethical approval. Mice were housed with no restrictions to food and water in a 12-hours light/dark cycle. The age of the mice was recorded at the time they were culled.

Images were taken from 23 mice - 11 female (5 aged, 6 young), 12 male (6 aged, 6 young) - across three different brain regions: the corpus callosum (labelled CC), the hippocampus (labelled HC), and the prefrontal cortex (labelled PFC). We also include an additional dataset of images from the brains of 3 middle-age female mice taken from the corpus callosum and prefrontal cortex.

A small number of images were of the same vessel taken using different magnifications, positioning or contrast. As such, one image was dropped from the test set after data pre-processing to avoid data leakage.
DOI: 10.6096/7005
title: AEROCLO-sA PEGASUS aerosol particle elemental composition in the PM1 fraction

description: The AEROCLO-sA field campaign took place from 21 August to 13 September 2017 at the Sam Nujoma Marine and Coastal Resources Research Centre (SANUMARC) of the University of Namibia at Henties Bay (Formenti et al., 2019). This sampling site, operated on the long-term as described by Formenti et al. (2018) and Klopper et al. (2020). 
During the campaign, aerosol samples of particles smaller than 1 µm in diameter (hereafter named PM1 size fraction) were collected both during day (approximately 07:00-17:00 UTC) and night time (approximately 17:30-06:30 UTC). The sampling duration was marginally adapted in real-time to the nature and the aerosol load of air masses using the readings of the local wind speed and direction and of the aerosol mass concentration, also measured online. Air sampling was performed from the PortablE Gas and Aerosol Sampling UnitS (PEGASUS; https://pegasus.aeris-data.fr/) facility with two high-volume aerosol inlets delivering approximately 450 L min-1 each. At wind speeds between 5 to 10 m s 1, typical for coastal Namibia, sampling is almost isokinetic for particles up to 40 µm in aerodynamic diameter (Rajot et al., 2008). The total sampled flow rate was distributed to various instruments, including a 4-stage Dekati® PM10 impactor operated at 10 L min-1. This sampler was operated with 25-mm polycarbonate membranes on three impactor stages (> 10 µm, 10-2.5 µm and 2.5-1 μm) while the final filter stage, where the PM1 fraction is collected, was a polycarbonate membrane (Nuclepore®, 0.4-µm pore size, 47-mm filter diameter). In total, 31 PM1 samples (including blanks) were collected from 26 August to 12 September 2017. 
The analysis of the elemental concentrations was performed at LISA according to the protocols previously detailed in Klopper et al. (2020) and Desboeufs et al. (2024). The elemental concentrations of 24 elements (Na, Mg, Al, Si, P, S, Cl, K, Ca, Ti, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Sr, Pb, Nd, Cd, Ba) were measured by wavelength-dispersive X-ray fluorescence (WD-XRF) using a PW-2404 spectrometer (Panalytical, Almelo, Netherlands). The instrument was calibrated with mono- and bi-elemental certified elemental standards (Micromatter Inc., Surrey, Canada). No correction for X-ray self-attenuation was necessary. The measured atmospheric concentrations are expressed in ng m−3, and the relative analytical uncertainty was evaluated as 10 % (see Klopper et al. (2020) for the full description).
DOI: 10.6096/7007
title: AEROCLO-sA PEGASUS aerosol particle water-soluble composition in the PM1 fraction

description: The AEROCLO-sA field campaign took place from 21 August to 13 September 2017 at the Sam Nujoma Marine and Coastal Resources Research Centre (SANUMARC) of the University of Namibia at Henties Bay (Formenti et al., 2019). This sampling site, operated on the long-term as described by Formenti et al. (2018) and Klopper et al. (2020). 
During the campaign, aerosol samples of particles smaller than 1 µm in diameter (hereafter named PM1 size fraction) were collected both during day (approximately 07:00-17:00 UTC) and night time (approximately 17:30-06:30 UTC). The sampling duration was marginally adapted in real-time to the nature and the aerosol load of air masses using the readings of the local wind speed and direction and of the aerosol mass concentration, also measured online. Air sampling was performed from the PortablE Gas and Aerosol Sampling UnitS (PEGASUS; https://pegasus.aeris-data.fr/) facility with two high-volume aerosol inlets delivering approximately 450 L min-1 each. At wind speeds between 5 to 10 m s 1, typical for coastal Namibia, sampling is almost isokinetic for particles up to 40 µm in aerodynamic diameter (Rajot et al., 2008). The total sampled flow rate was distributed to various instruments, including a 4-stage Dekati® PM10 impactor operated at 10 L min-1. This sampler was operated with 25-mm polycarbonate membranes on three impactor stages (> 10 µm, 10-2.5 µm and 2.5-1 μm) while the final filter stage, where the PM1 fraction is collected, was a polycarbonate membrane (Nuclepore®, 0.4-µm pore size, 47-mm filter diameter). Prior the campaign, filters were acid-washed according to the protocol described in Desboeufs et al. (2024).
In total, 31 PM1 samples (including blanks) were collected from 26 August to 12 September 2017. 
The analysis of the water-soluble fraction was performed by extracting the filters with 20 mL of ultrapure water (MilliQ® 18.2 MΩ.cm) for 30 minutes. The solution was filtered to 0.2 µm of porosity (Nuclepore) and analyzed by Ion chromatography (IC) using a Metrohm IC 850 device equipped with a column MetrosepA supp 7 (250/4.0 mm) for anions and with a Metrosep C4 (250/4.0 mm) for cations. The IC analysis provided the concentrations of the following water-soluble ions: F−, formate, acetate, MSA- (methanesulphonic acid), Cl−, NO3−, SO42−, oxalate, Na+, NH4+, K+, Ca2+ and Mg2+. A calibration with certified standard multi-ions solutions of concentrations ranging from 5 to 5000 ppb was performed and, the uncertainty of the analysis was estimated to be 5% (Klopper et al., 2020).
DOI: 10.15468/dl.aztzej
title: Occurrence Download

description: A dataset containing 681 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyparrhenia variabilis"
 ]
}

 The dataset includes 681 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032941-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3cv9cr
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pteropus rodricensis"
 ]
}

 The dataset includes 122 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032943-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhrugq
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pavetta hymenophylla",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 127 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032944-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.