cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.11072722
title: 5-Class Burst C-VEP with Dry EEG

description: Participants

The experiment was conducted with twenty four healthy volunteers (4 women, mean age = 29.3 years, SD = 7.5), all students and staff at ISAE-SUPAERO. None of the participants reported any of the exclusion criteria (neurological antecedents, being under psychoactive medication at the time of the study) and had normal or corrected-to-normal vision. The study was approved by the ethics committee of the University of Toulouse (CER approval number 2023-749) and was carried in accordance with the declaration of Helsinki. Participants gave informed written consent prior to the experiment

Experimental Protocol

Participants were comfortably seated and instructed to read and sign the informed consent. EEG data were recorded using the dry 8-electrodes Enobio system at a sample rate of 500Hz to record the surface brain activity. The 8 electrodes were positioned over the occipital and parieto-occipital sites: PO7, O1, O2, O3, PO8, PO3, POz, PO4. EEG data and markers were synchronized during recording using Lab Streaming Layer. Once equipped with the dry 8-electrode EEG system, volunteers were asked to focus on five targets that were cued sequentially in a random order for 0.5s, followed by a 2.2s stimulation phase, before a 0.7s inter-trial period. The cue sequence for each trial was pseudo-random and different for each block. After each block, a pause was observed and subjects had to press the space bar to continue. The participants were presented with fifteen blocks of five trials for each of the three conditions (Gabor-based textures, Ricker-based textures or Plain stimuli). The stimuli were presented on the following LCD 24.5'' monitor: Iiyama Gold Phoenix G-Master GB2590HSU-B1, 1920x1080 pixels, 400 cd/m², and the refresh rate has been set to 60Hz.

Preprocessing and Lag Correction

No pre-processing was applied on these data, and they have been neither sliced or epoched, although it remains possible to do so with the help of the markers. However, note that the Enobio streaming system we used introduced a constant 80ms lag in its data. The data provided in the dataset has not been corrected as they we only present raw data without modifications. We advise users of this dataset to correct this by shifting the EEG data 80ms for precise timing.

Electrode Location and Naming

In the dataset files, electrodes are named EEG001, ..., EEG007, the generic naming of the electrodes with the Enobio system we used. We provide along the dataset files a .loc file to map these generic names to standard 10-20 naming scheme and their respective location.
DOI: 10.5281/zenodo.11072871
title: 5-Class Burst C-VEP with Dry EEG

description: Participants

The experiment was conducted with twenty four healthy volunteers (4 women, mean age = 29.3 years, SD = 7.5), all students and staff at ISAE-SUPAERO. None of the participants reported any of the exclusion criteria (neurological antecedents, being under psychoactive medication at the time of the study) and had normal or corrected-to-normal vision. The study was approved by the ethics committee of the University of Toulouse (CER approval number 2023-749) and was carried in accordance with the declaration of Helsinki. Participants gave informed written consent prior to the experiment

Experimental Protocol

Participants were comfortably seated and instructed to read and sign the informed consent. EEG data were recorded using the dry 8-electrodes Enobio system at a sample rate of 500Hz to record the surface brain activity. The 8 electrodes were positioned over the occipital and parieto-occipital sites: PO7, O1, O2, O3, PO8, PO3, POz, PO4. EEG data and markers were synchronized during recording using Lab Streaming Layer. Once equipped with the dry 8-electrode EEG system, volunteers were asked to focus on five targets that were cued sequentially in a random order for 0.5s, followed by a 2.2s stimulation phase, before a 0.7s inter-trial period. The cue sequence for each trial was pseudo-random and different for each block. After each block, a pause was observed and subjects had to press the space bar to continue. The participants were presented with fifteen blocks of five trials for each of the three conditions (Gabor-based textures, Ricker-based textures or Plain stimuli). The stimuli were presented on the following LCD 24.5'' monitor: Iiyama Gold Phoenix G-Master GB2590HSU-B1, 1920x1080 pixels, 400 cd/m², and the refresh rate has been set to 60Hz.

Preprocessing

No pre-processing was applied on these data, and they have been neither sliced or epoched, although it remains possible to do so with the help of the markers.
DOI: 10.15468/dl.82kt9j
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria letouzeyi E.M.A.Petit"
 ]
}

 The dataset includes 190 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030159-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgeyxv
title: Occurrence Download

description: A dataset containing 600015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Living Specimen, Occurrence evidence)",
 "Continent is Europe",
 "Country is France",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NE, LC, NT, VU, EN, CR)",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 600015 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030118-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkjubn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria microthyrsa E.M.A.Petit"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030160-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13838546
title: Prey diversity in the deep ocean: metabarcoding feeding ecology of the commercially important queen snapper in the US Caribbean

description: These data contains the raw information for the article " Prey diversity in the deep ocean: metabarcoding feeding

ecology of the commercially important queen snapper in the US Caribbean"
DOI: 10.5281/zenodo.13838547
title: Prey diversity in the deep ocean: metabarcoding feeding ecology of the commercially important queen snapper in the US Caribbean

description: These data contains the raw information for the article " Prey diversity in the deep ocean: metabarcoding feeding

ecology of the commercially important queen snapper in the US Caribbean"
DOI: 10.5281/zenodo.13147329
title: CO2 emissions estimate from Mexico City using ground and space-based remote sensing

description: This dataset comprises inversion results for Mexico City using seven FTIR and OCO-3 observations.
DOI: 10.25451/flinders.27102154
title: APSC 2024 - Planning for Serendipity - Beltrame & Berryman - Poster

description: Poster presented at the Asia Pacific Stroke Conference (APSC) 2024 by Beltrame, Berryman et al. for the research titled "<i>Planning for Serendipity: Participants, Pathways and Perspectives".</i>
DOI: 10.25451/flinders.27102154.v1
title: APSC 2024 - Planning for Serendipity - Beltrame & Berryman - Poster

description: Poster presented at the Asia Pacific Stroke Conference (APSC) 2024 by Beltrame, Berryman et al. for the research titled "<i>Planning for Serendipity: Participants, Pathways and Perspectives".</i>
DOI: 10.5281/zenodo.13691358
title: Supplementary files for manuscript "Effects of alpelisib treatment on murine Pten-deficient lipomas"

description: Supplementary datasets for figures of the manuscript "Effects of alpelisib treatment on murine Pten-deficient lipomas"
DOI: 10.5281/zenodo.13691359
title: Supplementary files for manuscript "Effects of alpelisib treatment on murine Pten-deficient lipomas"

description: Supplementary datasets for figures of the manuscript "Effects of alpelisib treatment on murine Pten-deficient lipomas"
DOI: 10.15468/dl.gd6b9s
title: Occurrence Download

description: A dataset containing 114 records in GBIF matching the query:
SELECT PRINTF('%04d-%02d', "year", "month") AS yearMonth, GBIF_EQDGCCode(3, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 10000)) AS eqdgcCellCode, basisOfRecord, datasetKey, countryCode, speciesKey, species, family, class, order_, COUNT(*) AS occurrences FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND "year" &lt;= 2024 AND countryCode in ('PE', 'BO') AND speciesKey IN (5203461, 5203465, 5203444, 5203423, 5203471, 5203437, 5203478, 5203479, 5203453, 5203450, 5203418, 5203477, 5203443) AND hasCoordinate = TRUE AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND "month" IS NOT NULL GROUP BY yearMonth, eqdgcCellCode, basisOfRecord, datasetKey, countryCode, speciesKey, species, family, class, order_ ORDER BY yearMonth DESC, eqdgcCellCode ASC, countryCode ASC

 The dataset's 114 records were derived from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030148-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xj4kbj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria minimicalyx K.Schum."
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030161-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gnmppt
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is Kansas",
 "TaxonKey is Catocala whitneyi Dodge, 1874"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030162-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdeqn5
title: Occurrence Download

description: A dataset containing 2690 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((-6.3662 36.46185,-6.14108 36.18849,-5.51214 35.92145,-5.18267 36.20317,-5.04491 36.3855,-4.73121 36.38558,-4.30436 36.65293,-2.13252 36.6813,-1.79621 36.95683,-1.7638 37.17158,-1.53689 37.38228,-1.62644 37.48143,-1.77889 37.59467,-2.00003 37.60061,-2.04077 37.69689,-2.01119 38.14352,-2.00982 38.38907,-2.24575 38.47744,-3.13065 38.64313,-4.25765 38.6682,-5.08152 38.58641,-6.43141 38.41131,-6.72679 38.24267,-6.842 38.23325,-6.95905 38.19427,-7.03573 38.07145,-7.27214 38.10127,-7.5933 37.34854,-7.41784 37.10827,-7.2088 37.16294,-6.929 37.1147,-6.54951 36.94425,-6.3662 36.46185))",
 "Geometry POLYGON((-7.62147 35.83831,-1.38613 35.83831,-1.38613 38.71077,-7.62147 38.71077,-7.62147 35.83831))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otis tarda Linnaeus, 1758",
 "Year 1990-2024"
 ]
}

 The dataset includes 2690 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030163-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6backm
title: Occurrence Download

description: A dataset containing 119610 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Squamata",
 "TaxonKey is Crocodylia",
 "TaxonKey is Testudines",
 "TaxonKey is Sphenodontia",
 "TaxonKey is Amphibia"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "and" : [
 "DecimalLongitude is greater than 140.8516693",
 "DecimalLongitude is less than 155.9676361",
 "DecimalLatitude is greater than -11.6552591",
 "DecimalLatitude is less than -1.314935",
 "Country is Papua New Guinea"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 119610 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030156-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nygwkp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria moliwensis Bridson & Cheek"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030164-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vnjcn
title: Occurrence Download

description: A dataset containing 91174632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year 2011-2024"
 ]
}

 The dataset includes 91174632 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030153-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w9zpy8
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Paullinia pinnata L."
 ]
}

 The dataset includes 154 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030165-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96xna9
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abutilon dinteri Ulbr."
 ]
}

 The dataset's 1 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030155-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5678/gan2-by66
title: Area-wide predicted community-weighted means of SLA, foliar N, foliar P and leaf toughness for the mountain rainforest (MRF) in SE Ecuador
title: MRF_CWM-traits_spatial-prediction

description: Area-wide predicted community-weighted means of SLA, foliar N, foliar P and leaf toughness for the mountain rainforest (MRF) in SE Ecuador based on DESIS hyperspectral data.<br>
For information on the retrieval method refer to:<br>
 Limberger O, Homeier J, González V, Fries A, Murkute C, Trachte K Bendix J (2024) Hyperspectral models for the area-wide retrieval of leaf traits show high performance in the biodiversity hotspot of the SE Ecuadorian Andes. In revision, Int. J. Remote Sensing
DOI: 10.15468/dl.68c53d
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria monensis Cheek & Séné"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030167-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3rz3x
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mnioloma rhynchophyllum Herzog"
 ]
}

 The dataset includes 18 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030168-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8t25y
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Nymphaea ampla (Salisb.) DC."
 ]
}

 The dataset includes 42 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030169-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ardhyh
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria moseskemei Cheek"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030170-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rahf6p
title: Occurrence Download

description: A dataset containing 2270812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2270812 records from 1232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030120-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17035304
title: Expert-Annotated Single-Cell Thyroid Cytology Dataset (SC-TC)

description: This dataset contains an expert-annotated collection of single-cell images for thyroid cancer diagnosis. It was curated from whole-slide images provided by medical specialists from Vietnam 108 Military Hospital and carefully annotated at the single-cell level to capture diverse morphological patterns of thyroid cells. Each cell image is associated with multiple binary labels describing nuclear characteristics that are relevant for cancer diagnosis. In total, the dataset includes 3,419 single-cell images with 9 expert-defined labels, making it one of the first publicly available resources for studying imbalanced multi-label classification in thyroid cytology. This dataset is intended to support research in deep learning, medical image analysis, and computer-aided cancer diagnosis, and it is accompanied by deep learning benchmark results presented in our paper “A Novel Expert-Annotated Single-Cell Dataset for Thyroid Cancer Diagnosis with Deep Learning Benchmarks”.
DOI: 10.5281/zenodo.16876011
title: Strike Data: Sensor Probes for Fish Passage Safety: Evaluating Strike Severity Metrics and Data-Driven Prediction

description: This repository includes the raw and combined strike datasets, the scripts used to aggregate the raw data and the Python code that generated the figures for the article: "Sensor Probes for Fish Passage Safety: Evaluating Strike Severity Metrics and Data-Driven Prediction".
DOI: 10.5281/zenodo.16876012
title: Strike Data: Sensor Probes for Fish Passage Safety: Evaluating Strike Severity Metrics and Data-Driven Prediction

description: This repository includes the raw and combined strike datasets, the scripts used to aggregate the raw data and the Python code that generated the figures for the article: "Sensor Probes for Fish Passage Safety: Evaluating Strike Severity Metrics and Data-Driven Prediction".
DOI: 10.15468/dl.ac4j99
title: Occurrence Download

description: A dataset containing 117572 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rutgers University, Chrysler Herbarium"
 ]
}

 The dataset includes 117572 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123924-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gqkxxh
title: Occurrence Download

description: A dataset containing 2181 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micropholis venulosa (Mart. & Eichler) Pierre"
 ]
}

 The dataset includes 2181 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002500-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2vyz2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dixonius taoi Botov, Phung, Nguyen, Bauer, Brennan & Ziegler, 2015"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0274354-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg2vca
title: Occurrence Download

description: A dataset containing 11233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Zerene cesonia (Stoll, 1790)"
 ]
}

 The dataset includes 11233 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012471-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsevi6
title: Occurrence Download

description: A dataset containing 501 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspidosperma discolor A.DC."
 ]
}

 The dataset includes 501 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002501-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5n87nn
title: Occurrence Download

description: A dataset containing 2534889 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Setophaga ruticilla (Linnaeus, 1758)"
 ]
}

 The dataset includes 2534889 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0367226-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykgzgh
title: Occurrence Download

description: A dataset containing 2763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abaeis nicippe (Cramer, 1779)"
 ]
}

 The dataset includes 2763 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012465-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.