cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.x9bshw
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philodendron meridense G.S.Bunting"
 ]
}

 The dataset includes 31 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074079-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8cxtv
title: Occurrence Download

description: A dataset containing 14443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Conoclinium coelestinum (L.) DC."
 ]
}

 The dataset includes 14443 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109164-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.peragm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Philodendron mathewsii Schott"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074067-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mda3ug
title: Occurrence Download

description: A dataset containing 1556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-74.4242543999999953 39.3622810999999970, -74.4242543999999953 39.3659739799999997, -74.4242543999999953 39.3676783900000018, -74.4242543999999953 39.3703770400000010, -74.4242543999999953 39.3723655100000016, -74.4242543999999953 39.3752061900000001, -74.4242543999999953 39.3764844999999966, -74.4202710900000000 39.3764844999999966, -74.4171411500000062 39.3764844999999966, -74.4131576000000052 39.3764844999999966, -74.4096011000000033 39.3764844999999966, -74.4096011000000033 39.3750641600000009, -74.4096011000000033 39.3722234800000024, -74.4096011000000033 39.3696668700000032, -74.4096011000000033 39.3671102599999969, -74.4096011000000033 39.3641275399999984, -74.4096011000000033 39.3622810999999970, -74.4120194500000025 39.3622810999999970, -74.4158607300000057 39.3622810999999970, -74.4179947700000071 39.3622810999999970, -74.4205556299999955 39.3622810999999970, -74.4242543999999953 39.3622810999999970))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1556 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080031-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcyp4y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-84.2258865000000014 39.7966858999999999, -84.2258865000000014 39.7971241799999973, -84.2258865000000014 39.7971417099999982, -84.2258865000000014 39.7974397300000007, -84.2258865000000014 39.7974923299999972, -84.2258865000000014 39.7975799800000019, -84.2258865000000014 39.7980533200000011, -84.2258865000000014 39.7984214700000010, -84.2258865000000014 39.7984390000000019, -84.2255355399999956 39.7984390000000019, -84.2252372100000031 39.7984390000000019, -84.2248511399999984 39.7984390000000019, -84.2245528100000058 39.7984390000000019, -84.2240614499999936 39.7984390000000019, -84.2237982099999982 39.7984390000000019, -84.2233945899999981 39.7984390000000019, -84.2228681299999948 39.7984390000000019, -84.2225522500000068 39.7984390000000019, -84.2221310999999986 39.7984390000000019, -84.2221310999999986 39.7978604799999971, -84.2221310999999986 39.7974748000000034, -84.2221310999999986 39.7968612100000030, -84.2221310999999986 39.7966858999999999, -84.2225522500000068 39.7966858999999999, -84.2227979400000066 39.7966858999999999, -84.2232893000000047 39.7966858999999999, -84.2236402799999979 39.7966858999999999, -84.2240087999999929 39.7966858999999999, -84.2244826200000034 39.7966858999999999, -84.2247984899999977 39.7966858999999999, -84.2252021200000058 39.7966858999999999, -84.2255706400000008 39.7966858999999999, -84.2258865000000014 39.7966858999999999))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101988-220831081235567/datasets/export for details.
DOI: 10.15468/dl.waz7ft
title: Occurrence Download

description: A dataset containing 73113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Falco rufigularis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 73113 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071498-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5be93q
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siliqua squama (Blainville, 1827)"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109124-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xm5rp
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Primula ×polyantha Mill."
 ]
}

 The dataset includes 1428 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036437-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20363/zmh-coll.trichoptera-2025-02
title: ZMH Trichoptera collection

description: The ZMH Trichoptera collection is one of the most important collection of caddisflies in the world and counts with ca. 479 type species, most of them described by Georg Ülmer, Herbert Holdsworth Ross, and Fernand Schmid, including both dried-pinned and specimens preserved in alcohol, as well part of specimens in slides. Species came mainly from Asia and South America. In the early 20th century, the entomologist Georg Ülmer ascended to eminence as a distinguished trichopterologist of global acclaim. Due to his fragile health, he refrained from participating in the audacious collecting expeditions that characterized the era, opting instead to reside in his native Hamburg, where he explored the Eppendorf moor and other bodies of water and wetlands. Nonetheless, his expertise resonated globally through extensive correspondences with fellow specialists in Trichoptera, with 128 publications solely on the group. He was regarded as a leading expert on caddisflies and also worked on many foreign collections in worldwide correspondence. Ülmer’s original sketches are also deposited in the Museum of Nature in Hamburg, together with letters sent to collaborators through the world as well as his field notebooks.
DOI: 10.5281/zenodo.14876711
title: Handover Intention Dataset: Dataset of EEG brain signals, Gaze, and Hand Motion for detecting human intention of handovers in human-to-robot handovers.

description: This data was collected as part of a project studying detecting the human intention for object handover to robots. Human gaze, hand motion trajectory, and brain activity were simultaneously recorded from human participants while performing different motor tasks close to a robot.

Description of the data and file structure

Data is structured in three main folders: (1) eeg_data, (2) gaze_data, and (3) motion_data containing data files corresponding to EEG, gaze, and hand motion trajectories, respectively.

"eeg_data" contains .vhdr, .eeg, and .vmrk files corresponding to raw EEG recordings of 15 participants in the BrainVision format.

"gaze_data" includes 14 directories (corresponding to 15 participants excluding number 13), each containing at most 90 subdirectories corresponding to available trials out of a total of 90 trials of the experiment. Each of these folders contains 3 .csv files:



gaze_X.csv: The X coordinates of the 2-D gaze locations from 5 seconds before the Go! signal to 11 sec after the Go! signal.

gaze_Y.csv: The Y coordinates of the 2-D gaze location.

type.csv: the label of the trial (handover, joint, and solo).


"motion_data" includes 13 directories (corresponding to 15 participants excluding 13 and 14) each containing at most 90 subdirectories. Each of the subdirectories contains 8 .csv file:



rotation_x.csv: The X component of the Quaternion representation of the robot's arm's 3-D rotation from 5 seconds before the Go! signal to 11 sec after the Go! signal.

rotation_y.csv: The Y component of the Quaternion representation of the robot's arm's 3-D rotation.

rotation_z.csv: The Z component of the Quaternion representation of the robot's arm's 3-D rotation.

rotation_w.csv: The W component of the Quaternion representation of the robot's arm's 3-D rotation.

translation_x.csv: The X coordinates of the 3-D location of the right hand.

translation_y.csv: The Y coordinates of the 3-D location of the right hand.

translation_z.csv: The Z coordinates of the 3-D locations of the right hand.

type.csv: the label of the trial (handover, joint, and solo).


A fourth folder called "stim" contains a file called "trials.txt" which contains the labels (motion types) for the trials in the order they were shown. 

Code/Software

All codes to use the data are provided in the project's GitHub repository.
DOI: 10.5281/zenodo.14876712
title: Handover Intention Dataset: Dataset of EEG brain signals, Gaze, and Hand Motion for detecting human intention of handovers in human-to-robot handovers.

description: This data was collected as part of a project studying detecting the human intention for object handover to robots. Human gaze, hand motion trajectory, and brain activity were simultaneously recorded from human participants while performing different motor tasks close to a robot.

Description of the data and file structure

Data is structured in three main folders: (1) eeg_data, (2) gaze_data, and (3) motion_data containing data files corresponding to EEG, gaze, and hand motion trajectories, respectively.

"eeg_data" contains .vhdr, .eeg, and .vmrk files corresponding to raw EEG recordings of 15 participants in the BrainVision format.

"gaze_data" includes 14 directories (corresponding to 15 participants excluding number 13), each containing at most 90 subdirectories corresponding to available trials out of a total of 90 trials of the experiment. Each of these folders contains 3 .csv files:



gaze_X.csv: The X coordinates of the 2-D gaze locations from 5 seconds before the Go! signal to 11 sec after the Go! signal.

gaze_Y.csv: The Y coordinates of the 2-D gaze location.

type.csv: the label of the trial (handover, joint, and solo).


"motion_data" includes 13 directories (corresponding to 15 participants excluding 13 and 14) each containing at most 90 subdirectories. Each of the subdirectories contains 8 .csv file:



rotation_x.csv: The X component of the Quaternion representation of the robot's arm's 3-D rotation from 5 seconds before the Go! signal to 11 sec after the Go! signal.

rotation_y.csv: The Y component of the Quaternion representation of the robot's arm's 3-D rotation.

rotation_z.csv: The Z component of the Quaternion representation of the robot's arm's 3-D rotation.

rotation_w.csv: The W component of the Quaternion representation of the robot's arm's 3-D rotation.

translation_x.csv: The X coordinates of the 3-D location of the right hand.

translation_y.csv: The Y coordinates of the 3-D location of the right hand.

translation_z.csv: The Z coordinates of the 3-D locations of the right hand.

type.csv: the label of the trial (handover, joint, and solo).


A fourth folder called "stim" contains a file called "trials.txt" which contains the labels (motion types) for the trials in the order they were shown. 

Code/Software

All codes to use the data are provided in the project's GitHub repository.
DOI: 10.15468/dl.kkbkyh
title: Occurrence Download

description: A dataset containing 33573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cocos L."
 ]
}

 The dataset includes 33573 records from 345 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002946-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frjfds
title: Occurrence Download

description: A dataset containing 107734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calamagrostis arenaria (L.) Roth",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107734 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002945-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfyy6g
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Maize striate mosaic virus"
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002947-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23728/b2share.ad8b614a83cf43918fc31b1283af75d4
title: Grassland Dynamics - Nørholm Hede (Denmark) - 1921-2021

description: Vegetation Abundance data as used for the Horizon Europe project "Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities" (https://biodt.eu/).

This dataset has been derived from data provided here:
https://doi.org/10.23728/b2share.d4037ff5a1fe4a20b28ead7010cf74ba
DOI: 10.5281/zenodo.14878217
title: Datasets for manuscript "BOOST: a robust ten-fold expansion method on hour-scale"

description: additional datasets for manuscript "BOOST :  a robust ten-fold expansion method on hour scale".
DOI: 10.5281/zenodo.14878218
title: Datasets for manuscript "BOOST: a robust ten-fold expansion method on hour-scale"

description: additional datasets for manuscript "BOOST :  a robust ten-fold expansion method on hour scale".
DOI: 10.24355/dbbs.084-202410280821-0
title: StretchView - Supporting Information

description: This dataset contains Supporting Information and Movie files that are associated with the research article 'StretchView – A Multi-Axial Cell-Stretching Device for Long-Term Automated Videomicroscopy of Living Cells' published in the year 2025 in Advanced Science (available under https://doi.org/10.1002/advs.202408853). Abstract of the research article: Incorporating mechanical stretching of cells in tissue culture is crucial for mimicking (patho)-physiological conditions and understanding the mechanobiological responses of cells, which can have significant implications in areas like tissue engineering and regenerative medicine. Despite the growing interest, most available cell-stretching devices are not compatible with automated live-cell imaging, indispensable for characterizing alterations in the dynamics of various important cellular processes. In this work, StretchView is presented, a multi-axial cell-stretching platform compatible with automated, time-resolved live-cell imaging. Using StretchView, long-term image acquisition of cells in the relaxed and stretched states was shown for the first time (experimental time span of 12 h at a time resolution of 50 s) without the need for human intervention. Homogeneous and stable strain fields were demonstrated for 18 hours of cyclic stretching, highlighting the platform’s versatility and robustness. As proof-of-principle, the effect of stretching on cell kinematics and spatiotemporal localization of the cell-cell adhesion protein E-cadherin was examined for MDCK cells in monolayer. First evidence of a monotonic increase in junctional E-cadherin localization upon exposure to stretch was presented using live-cell imaging data acquired during cyclic stretching, suggestive of an increase in barrier integrity of the monolayer. These findings highlight the potential of StretchView in providing insights into cell mechanobiology and beyond.
DOI: 10.5281/zenodo.14882937
title: Category learning through observation and feedback in young adults: exemplar-based or prototype-based categorisation (Replication of Bowman et al., 2018, 2020).

description: ARENA Deliverable:



P2_WP1_02 [M20] Pilot Data collection - part 2 


We pre-selected stimuli sets based on Bozoki et al., 2006 and Bowman et al., 2018,2020 of artificual creatures belonging to two different categories. The creatures differed in 8 binary features. For the learning (either feedback-based (free or criteria-based) or observational) only exepmlars which are two features away from the prototype were selected. Final generalization task included categorization of prototypes, and new exemplars which were 1, 2 or 3 features away from the ptototype. In addition, also ambiguous exemplars were included to test for categorization bias.
DOI: 10.5281/zenodo.14882938
title: Category learning through observation and feedback in young adults: exemplar-based or prototype-based categorisation (Replication of Bowman et al., 2018, 2020).

description: ARENA Deliverable:



P2_WP1_02 [M20] Pilot Data collection - part 2 


We pre-selected stimuli sets based on Bozoki et al., 2006 and Bowman et al., 2018,2020 of artificual creatures belonging to two different categories. The creatures differed in 8 binary features. For the learning (either feedback-based (free or criteria-based) or observational) only exepmlars which are two features away from the prototype were selected. Final generalization task included categorization of prototypes, and new exemplars which were 1, 2 or 3 features away from the ptototype. In addition, also ambiguous exemplars were included to test for categorization bias.
DOI: 10.23728/b2share.83e57be70c1c417fb17f0d1591a520c3
title: Grassland Dynamics - Stubai (Austria) - 1998-2023

description: Vegetation Abundance data as used for the Horizon Europe project "Biodiversity Digital Twin for Advanced Modelling, Simulation and Prediction Capabilities" (https://biodt.eu/).
DOI: 10.15468/dl.g9vqsb
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tomato brown rugose fruit virus"
 ]
}

 The dataset includes 279 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002948-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwn53r
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Tanzania, United Republic of, Kenya, Uganda, Rwanda, Burundi)",
 "TaxonKey is Apis mellifera scutellata Lepeletier, 1836"
 ]
}

 The dataset includes 147 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002949-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14883044
title: MoMoView - Naturalistic Viewing Dataset. Developmental Comparison of Eye Gaze Reinstatement using Eyetracking.

description: ARENA Deliverable:



P2_WP1_03 [M20] Pilot Data collection - part 1 MoMoView






In the MoMoView project we investigate individual differences during free viewing from developmental perspective. We investigate how development of pattern completions evolves over time and age and whether eye gaze reinstatement patterns of remembered information are more precise compared to eye  gaze patterns of forgotten information. Additionally, we investigate how individual differences in eye gaze behaviour are related subsequent memory for central and peripheral details. 

This data contains eye fixations from children aged 5-12, young adults, aged 20-30, and older adults aged 65-80.
DOI: 10.5281/zenodo.14883045
title: MoMoView - Naturalistic Viewing Dataset. Developmental Comparison of Eye Gaze Reinstatement using Eyetracking.

description: ARENA Deliverable:



P2_WP1_03 [M20] Pilot Data collection - part 1 MoMoView






In the MoMoView project we investigate individual differences during free viewing from developmental perspective. We investigate how development of pattern completions evolves over time and age and whether eye gaze reinstatement patterns of remembered information are more precise compared to eye  gaze patterns of forgotten information. Additionally, we investigate how individual differences in eye gaze behaviour are related subsequent memory for central and peripheral details. 

This data contains eye fixations from children aged 5-12, young adults, aged 20-30, and older adults aged 65-80.
DOI: 10.15468/dl.dbvfwk
title: Occurrence Download

description: A dataset containing 3477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Scleractinia",
 "Year 2020-2025"
 ]
}

 The dataset includes 3477 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002950-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryc8je
title: Occurrence Download

description: A dataset containing 34242415 records in GBIF matching the query:

SELECT 
 GBIF_ISEA3HCode(
 8,
 decimalLatitude,
 decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)
 ) AS gridcode,
 "year", 
 countrycode,
 speciesKey,
 COUNT(*) AS occ_count
FROM occurrence
WHERE "year" &gt; 1969 AND "year" &lt; 2025
 AND hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND countryCode IS NOT NULL
 AND classKey = 212
GROUP BY 
speciesKey, 
"year",
countrycode,
gridcode;


 The dataset's 34242415 records were derived from 13868 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002942-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.