cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1062451.10fu
title: SH1062451.10FU

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.k29857
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arenaria cikaea F.K.Mey."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012955-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq7tag
title: Occurrence Download

description: A dataset containing 1606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphenomorphus cherriei (Cope, 1893)"
 ]
}

 The dataset includes 1606 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005322-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq5fde
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nephanes titan (Newman, 1834))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 485 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042563-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8hkbu
title: Occurrence Download

description: A dataset containing 3528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Occurrence records of southern African aquatic biodiversity",
 "Issue is Country coordinate mismatch"
 ]
}

 The dataset includes 3528 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009302-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cm9465
title: Occurrence Download

description: A dataset containing 19284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ornithorhynchus anatinus (Shaw, 1799)"
 ]
}

 The dataset includes 19284 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046678-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7fhme
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia jackii Steud."
 ]
}

 The dataset includes 63 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012954-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6bgp2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Anfibios y reptiles de los bosques montanos del Oriente Antioqueño, Cañón del río Melcocho, en el municipio de El Carmen de Viboral, Antioquia - Proyecto Colombia BIO",
 "TaxonKey is Anolis antonii Boulenger, 1908"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000540-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58d5qh
title: Occurrence Download

description: A dataset containing 620 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilegia yabeana Kitag."
 ]
}

 The dataset includes 620 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012972-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2zoms
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-96.73462 14.73239,-93.65845 14.73239,-93.65845 16.97274,-96.73462 16.97274,-96.73462 14.73239))",
 "TaxonKey is Demospongiae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 247 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005327-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axb2m4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mostacillastrum ventanense (Boelcke) Al-Shehbaz"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110923-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwojfb
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1861-1939",
 "TaxonKey is Heliopsis longipes (A.Gray) S.F.Blake"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010309-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wrxj5
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristolochia longgangensis C.F.Liang"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012977-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2s26xt
title: Occurrence Download

description: A dataset containing 506927 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bellis perennis L."
 ]
}

 The dataset includes 506927 records from 1121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101314-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhpgi3
title: Occurrence Download

description: A dataset containing 919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "TaxonKey is Diplostephium rosmarinifolium (Benth.) Wedd.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 919 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010982-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5uasp
title: Occurrence Download

description: A dataset containing 20819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agave americana L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20819 records from 262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069431-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2qf9e
title: Occurrence Download

description: A dataset containing 2628 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 one of (Phoebe formosana (Hayata) Hayata, Decaisnea insignis (Griff.) Hook.fil. & Thomson, Ginkgo biloba L.)",
 {
 "or" : [
 "Country is China",
 "Country is Chinese Taipei",
 "Country is Hong Kong",
 "Country is Macao"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null",
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 2628 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012128-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79kmm4
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callionymus curvicornis Valenciennes, 1837",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 186 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012127-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmwr6a
title: Occurrence Download

description: A dataset containing 2591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Myocastor coypus (Molina, 1782)"
 ]
}

 The dataset includes 2591 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012130-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rv5mhs
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Repomucenus curvicornis (Valenciennes, 1837)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012131-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxdnsq
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Broussonetia papyrifera (L.) L'Hér. ex Vent.",
 "Year 1970-2024"
 ]
}

 The dataset includes 157 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012133-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23668/psycharchives.12351
title: Dataset for: Estimating the Magnitude and Variability of Auditory Sensory Attenuation in an Online Study

description: Dataset for: Estimating the Magnitude and Variability of Auditory Sensory Attenuation in an Online Study
DOI: 10.34740/kaggle/dsv/10078688
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.23668/psycharchives.12357
title: Dataset for: Unfamiliar Contexts Compared to Familiar Contexts Impair Learning in Humans

description: The study for which this dataset was collected investigated context effects on new learning in two experiments. In the first one, participants learned and retrieved two non-overlapping word lists in separate sessions. The two sessions either took place within the same context (location, decoration etc.), or in two different contexts. In the second experiment, we wanted to find out whether the effects of context change were influenced by context familiarity. The experiment mirrored the setup of experiment 1, except that participants were additonally familiarised with the other during the first session, so both contexts were equally familiar by the time the second session took place. For further details, please refer to the corresponding publication. Note that the scripts assume that the data lie in the same folder as the analysis scripts, so in order to run these scripts, please download both the data (see "Related PsychArchives Objects") and the code, and add the data files to the analysis folder. If you store the data elsewhere, you will need to adapt the file paths in the analysis scripts before running them.
description: Dataset for: Alizadeh Asfestani, M., Nagel, J., Beer, S., Nikpourian, G., Born, J., & Feld, G. B. (2023). Unfamiliar Contexts Compared to Familiar Contexts Impair Learning in Humans. Collabra: Psychology, 9(1), 71316. https://doi.org/10.1525/collabra.71316
DOI: 10.15468/dl.vh75k4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callionymus mascarenus Fricke, 1983",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012134-241126133413365/datasets/export for details.
DOI: 10.15468/dl.emdg5k
title: Occurrence Download

description: A dataset containing 29627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphagneticola trilobata (L.) Pruski"
 ]
}

 The dataset includes 29627 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012132-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g59m3g
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "DatasetKey is one of (Centralisation des observations floristiques dans le cadre du SINP - Observations floristiques - plateforme SINP régionale SILENE PACA, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, INPN - Données flore des CBN agrégées par la FCBN, 65 - Données flore validées CBNC, CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España, Victorian Biodiversity Atlas)",
 "Geometry POLYGON((0.88443 40.68867,1.99272 41.17047,3.47836 42.12408,3.09691 42.67618,1.39044 42.24454,0.43043 41.17104,0.88443 40.68867))",
 "TaxonKey is Senecio angulatus L.fil."
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012135-241126133413365/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.27940719
title: Downsampled data from FlowRepository: FR-FCM-Z3WR

description: Spectral flow cytometry provides greater insights into cellular heterogeneity by simultaneous measurement of up to 50 markers. However, analyzing such high-dimensional (HD) data is complex through traditional manual gating strategy. To address this gap, we developed CAFE as an open-source Python-based web application with a graphical user interface. Built with Streamlit, CAFE incorporates libraries such as Scanpy for single-cell analysis, Pandas and PyArrow for efficient data handling, and Matplotlib, Seaborn, Plotly for creating customizable figures. Its robust toolset includes density-based down-sampling, dimensionality reduction, batch correction, Leiden-based clustering, cluster merging and annotation. Using CAFE, we demonstrated analysis of a human PBMC dataset of 350,000 cells identifying 16 distinct cell clusters. CAFE can generate publication-ready figures in real time via interactive slider controls and dropdown menus, eliminating the need for coding expertise and making HD data analysis accessible to all. CAFE is licensed under MIT and is freely available at https://github.com/mhbsiam/cafe.
DOI: 10.23668/psycharchives.12362
title: Dataset for: Inhibition of return (IOR) meets stimulus-response (S-R) binding: Manually responding to central arrow targets is driven by S-R binding, not IOR

description: Dataset for the study "Inhibition of return (IOR) meets stimulus-response (S-R) binding: Manually responding to central arrow targets is driven by S-R binding, not IOR", to-be-published in Visual Cognition. For further information please refer to the aforementioned paper. The aggregated data file and the percentile datasets can be analyzed by using the SPSS-Syntax available under "Code for: Inhibition of return (IOR) meets stimulus-response (S-R) binding: Manually responding to central arrow targets is driven by S-R binding, not IOR".
description: Dataset for: Schöpper, L. M., & Frings, C. (2023). Inhibition of return (IOR) meets stimulus-response (SR) binding: Manually responding to central arrow targets is driven by SR binding, not IOR. Visual Cognition, 30(10), 1-18. https://doi.org/10.1080/13506285.2023.2169802
description: Localizing targets repeating or changing their position typically leads to a benefit for location changes, that is, inhibition of return (IOR). Yet, IOR is mostly absent when sequentially responding to arrows pointing to the left or right. Previous research suggested that responding to central arrow targets resembles a discrimination response. For the latter, action control theories expect the modulation of response repetitions and changes by task-irrelevant feature repetitions and changes (e.g., colour), caused by stimulus-response (S-R) binding – a modulation typically absent in localization performance. In the current study, participants gave left and right responses to peripheral targets repeating or changing their position, and to central arrow targets repeating or changing their pointing direction. Targets could repeat or change their colour. For central targets, responses were heavily modulated by colour repetitions and changes, suggesting S-R binding. No S-R binding, but only IOR was found for peripheral targets. Analysis of reaction time percentiles suggested that this pattern was not caused by fast response execution. These results show that S-R binding approaches allow to explain effects typically discussed in the context of attentional orienting, highlighting the similarities of two research strands working in parallel for years without much of exchange.
DOI: 10.5281/zenodo.14246947
title: Making predictions for geoscience and climate policy workshop results

description: This provides the data files and basic plotting and interpretation for results for predictions made in a series of workshops run in 2024, with predictions made for 2024, 2050, 2100 and 5o years after net zero. The workshop results are found in the files "EGU_Prediction-making workshop questions cleaned.csv" and "RGS_...", the code expects these to be in a folder denoted "data". More details can be found in the README.txt. Updates to this codebase can be found in https://github.com/Rlamboll/ClimatePredictionsWorkshop.
DOI: 10.5281/zenodo.14246948
title: Making predictions for geoscience and climate policy workshop results

description: This provides the data files and basic plotting and interpretation for results for predictions made in a series of workshops run in 2024, with predictions made for 2024, 2050, 2100 and 5o years after net zero. The workshop results are found in the files "EGU_Prediction-making workshop questions cleaned.csv" and "RGS_...", the code expects these to be in a folder denoted "data". More details can be found in the README.txt. Updates to this codebase can be found in https://github.com/Rlamboll/ClimatePredictionsWorkshop.
DOI: 10.23668/psycharchives.12367
title: Dataset for: Learning Diagnostic Skills Online – Evaluation of a blended learning course in a multicenter cluster randomized non-inferiority trial

description: This is the online supplement for an evaluation study of a blended learning course on clinical diagnostics. Clinical diagnoses determine if and how therapists treat their patients. As misdiagnoses can have severe adverse effects, disseminating evidence-based diagnostic skills into clinical practice is highly important. Therefore, we developed and evaluated a blended learning course in a multicenter cluster randomized trial. Undergraduate students (N=350) enrolled in eighteen university courses at three universities. The courses were randomly assigned to blended learning or traditional synchronous teaching. The primary outcome was the students’ performance in a clinical diagnostic interview after the courses, secondary outcomes were diagnostic knowledge and participants’ reactions to the courses. All outcomes were analyzed on the individual participant level using non-inferiority testing. Compared to the synchronous course (74.6% pass rate), participation in the blended learning course (89.0% pass rate) increased the likelihood of successfully passing the behavioral test, OR=2.77 (95% CI [1.55, 5.13]), indicating not only non-inferiority, but superiority of the blended learning course. Furthermore, participants in the blended learning course did not perform worse than participants in the synchronous course on the diagnostic knowledge test and several reaction measures. These findings suggest that the blended learning course can help to improve the diagnostic skills and knowledge of (future) clinicians and thus make an important contribution to improving mental health care. All data that, taken together, pose a residual risk of re-identification of individual participants (e.g., age and gender as well as certain free-text responses) were removed for data protection reasons.
DOI: 10.5281/zenodo.14260515
title: OLIGOCLONAL IGM BAND PATTERNS IN MULTIPLE SCLEROSIS: A TWO-CENTER STUDY

description: The database contains information regarding patients affected by multiple sclerosis included in the study, including demographic, clinical presentation and course, neuroradiological data, laboratory data, treatment and outcome data and data regarding CSF isoelectrofocusing patterns.
DOI: 10.5281/zenodo.14260516
title: OLIGOCLONAL IGM BAND PATTERNS IN MULTIPLE SCLEROSIS: A TWO-CENTER STUDY

description: The database contains information regarding patients affected by multiple sclerosis included in the study, including demographic, clinical presentation and course, neuroradiological data, laboratory data, treatment and outcome data and data regarding CSF isoelectrofocusing patterns.