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

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trachypithecus auratus (É.Geoffroy Saint-Hilaire, 1812)"
 ]
}

 The dataset includes 275 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002672-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhxb8t
title: Occurrence Download

description: A dataset containing 39355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "DatasetKey is EOD – eBird Observation Dataset",
 "GadmGid is CHN.27_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "Year 2014-2023"
 ]
}

 The dataset includes 39355 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002671-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10514614
title: EEG Motor Movement/Imagery Hierarchical
DOI: 10.15468/dl.55knas
title: Occurrence Download

description: A dataset containing 14843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Oxyura maccoa (Eyton, 1838))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 14843 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002673-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntc59p
title: Occurrence Download

description: A dataset containing 19287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Telophorus sulfureopectus (Lesson, 1831))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 19287 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002674-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98nt9e
title: Occurrence Download

description: A dataset containing 425315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Bostrychia hagedash (Latham, 1790))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 425315 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002675-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34933/20f15d59-7c0b-4132-ae5f-e4622426f900
title: Data for: An efficient, robust new scheme for establishing broadband homonuclear correlations in biomolecular solid state NMR

description: An efficient mixing scheme is here introduced for establishing two-dimensional (2D) homonuclear correlations based on dipolar couplings, that achieves broadband dipolar recoupling using remarkably low powers even under ultrafast magic-angle spinning (MAS) rates. This Adiabatic Linearly FREquency Swept reCOupling (AL FRESCO) method applies a series of weak frequency-chirped pluses on the 1 H channel, for performing efficient 13 C- 13 C magnetization transfers leading to cross peaks between sites separated over small or large chemical shift differences. This mixing scheme is nearly free from dipolar truncation effects, and thanks to the low RF powers it involves it can act over long mixing times (≥1.5 sec). Key considerations required for optimizing this chirped pulse mixing scheme are discussed, and the new kind of correlations that can emerge from this method are demonstrated using uniformly 13 C-labeled Barstar as test protein sample.
DOI: 10.15468/dl.j4tge6
title: Occurrence Download

description: A dataset containing 11131023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China"
 ]
}

 The dataset includes 11131023 records from 4458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002661-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eadf2t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenococcus Korshikov, 1953",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042992-250525065834625/datasets/export for details.
DOI: 10.15468/dl.gr8c83
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus paludicola (Kunth) J.Raynal, 1976",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042993-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15039460
title: Hybrid OSM/CLCplus land cover tiles for EU countries for 2018

description: OpenStreetMap (OSM) effectively captures landscape boundaries, making it valuable for land cover and land use (LCLU) mapping. However, its crowd-sourced nature introduces inconsistencies, misclassifications, and overlapping features. A global assessment revealed that only 17 countries, primarily in Europe, exceed 60% data completeness, with urban areas generally better represented than rural or natural regions. 

The resulting dataset in our study represents historical OSM data from 2018 across the European Union and the United Kingdom, translating OSM elements into a standardized nomenclature of 22 LCLU classes. The methodology involves a multi-step process, including the buffering of line features, sequential rasterization at 2 m resolution, and prioritization of LULC classes to preserve small land features. The dataset integrates OSM with the pan-European CLCplus Backbone (Sentinel-2 data, https://land.copernicus.eu/en/products/clc-backbone) in areas lacking OSM coverage. 

The resulting 30 km × 30 km raster tiles contain a total of 19 land use and land cover classes and are available for all European Union countries for the reference year 2018.

A web service is also available, providing merged tiles into a single pan-European layer. The Cloud Optimized GeoTIFF can be accessed using the following address: https://geoforall.fsv.cvut.cz/st_lucas/data/osm_clcplus_2018.tif

OSM/CLCplus tiles use the following nomenclature:




10
Buildings


11
Roads


12
Construction


13
Dumb


15
Dock


16
Urban green


18
Route


19
Residential


20
Cropland


30
Perennial


31
Greenhouses


40
Woodland


41
Transitional woodland


50
Shrubland


60
Grassland


70
Bare


80
Water


90
Wetland


100
Glacier
DOI: 10.5281/zenodo.15648881
title: Hybrid OSM/CLCplus land cover tiles for EU countries for 2018

description: OpenStreetMap (OSM) effectively captures landscape boundaries, making it valuable for land cover and land use (LCLU) mapping. However, its crowd-sourced nature introduces inconsistencies, misclassifications, and overlapping features. A global assessment revealed that only 17 countries, primarily in Europe, exceed 60% data completeness, with urban areas generally better represented than rural or natural regions. 

The resulting dataset in our study represents historical OSM data from 2018 across the European Union and the United Kingdom, translating OSM elements into a standardized nomenclature of 22 LCLU classes. The methodology involves a multi-step process, including the buffering of line features, sequential rasterization at 2 m resolution, and prioritization of LULC classes to preserve small land features. The dataset integrates OSM with the pan-European CLCplus Backbone (Sentinel-2 data, https://land.copernicus.eu/en/products/clc-backbone) in areas lacking OSM coverage. 

The resulting 30 km × 30 km raster tiles contain a total of 19 land use and land cover classes and are available for all European Union countries for the reference year 2018.

A web service is also available, providing merged tiles into a single pan-European layer. The Cloud Optimized GeoTIFF can be accessed using the following address: https://geoforall.fsv.cvut.cz/st_lucas/data/osm_clcplus_2018.tif

OSM/CLCplus tiles use the following nomenclature:




10
Buildings


11
Roads


12
Construction


13
Dumb


15
Dock


16
Urban green


18
Route


19
Residential


20
Cropland


30
Perennial


31
Greenhouses


40
Woodland


41
Transitional woodland


50
Shrubland


60
Grassland


70
Bare


80
Water


90
Wetland


100
Glacier
DOI: 10.15468/dl.5xjcsb
title: Occurrence Download

description: A dataset containing 25998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IDN",
 "Geometry POLYGON((113.0967 0.03994,111.63625 -1.34644,112.59756 -3.15667,115.14873 -3.21205,115.35209 -0.23736,114.20591 1.85132,113.0967 0.03994))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 25998 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042994-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14679440
title: Cancer gene identification from RNA allelic frequencies using RVdriver
DOI: 10.5281/zenodo.15656415
title: Cancer gene identification from RNA allelic frequencies using RVdriver
DOI: 10.5281/zenodo.15656513
title: Patterson magnetization density of proton
DOI: 10.15468/dl.6yf5hd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenococcus Korshikov, 1953",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042995-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12154551
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.pnchnq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus paludicola (Kunth) J.Raynal, 1976",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042996-250525065834625/datasets/export for details.
DOI: 10.5284/1118292
title: Images, Site Plans and Records from an Archaeological Evaluation at Wadhurst, New Road, Little Burstead, Billericay, Essex, July-September 2023

description: This collection comprises images, site plans and records from an archaeological evaluation (four trial-trenches) carried out on land adjacent to Wadhurst, New Road, Little Burstead, Billericay, Essex. The work was undertaken by Colchester Archaeological Trust as specified in the project brief and wsi in advance of the construction of three bungalows with associated landscaping. Human remains and Roman finds have previously been found to the south-east of site, with cropmarks identified to the north and west. Evaluation revealed three/four modern features, one of which may be a backfilled pond, but there were no significant archaeological remains.
DOI: 10.15468/dl.54bpaf
title: Occurrence Download

description: A dataset containing 544224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Filipendula ulmaria (L.) Maxim.",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1900",
 "Year is less than or equal to 2010"
 ]
}

 The dataset includes 544224 records from 945 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042982-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ty89d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenococcus Korshikov, 1953",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042997-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15656505
title: Sequencing data of brain-invasive (case) and non-invasive (reference) meningioma cohorts
DOI: 10.5281/zenodo.15656506
title: Sequencing data of brain-invasive (case) and non-invasive (reference) meningioma cohorts
DOI: 10.15468/dl.rm9r2m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus paludicola (Kunth) J.Raynal, 1976",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042998-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15656528
title: Discrete Shell Systems in Recent Research: Trends, Themes, Interdisciplinary Developments and Research Gaps

description: Dataset regarding the paper titled "Discrete Shell Systems in Recent Research: Trends, Themes, Interdisciplinary Developments and Research Gaps".
DOI: 10.5281/zenodo.15656529
title: Discrete Shell Systems in Recent Research: Trends, Themes, Interdisciplinary Developments and Research Gaps

description: Dataset regarding the paper titled "Discrete Shell Systems in Recent Research: Trends, Themes, Interdisciplinary Developments and Research Gaps".
DOI: 10.5281/zenodo.15655807
title: Human-swarm Interaction Dataset: Real-Time Human Interaction with Virtual Swarms in Shared Physical Space

description: CoBeXR - Human-swarm interaction dataset

 

This dataset holds the raw and processed/visualized dataset of the human-swarm intercation casestudy as part of the 

publication "Real-Time Human Interaction with Virtual Swarms in Shared Physical Space" by Mezey & Bartashevich et al.

 

The CoBeXRExperimentDataRaw contains the raw, anonymized dataset including continous movement data of the human participant and the virtual swarm.

Each folder contains a single experiment with either one or two participants. The ID of the experiment is the foldername.

 

In case of a single participant, only a single folder "P1" is included. For experiments with two participants 3 folders, P1, P2, and SH are included.

P1 and P2 folders contain individual rounds, while SH folders contain paired rounds. In case of paired rounds, "notes.txt" contains the mapping between participant ID (1 or 2) and

the corresponding actor point ID in the csv file. Csv files in each folder contain the recorded x and y coordinates of actor poin/s) and virtual prey.

 

This raw dataset has been slipt into individual bouts of the participants. On one hand, this bout-level dataset and the corresponding calculated metrics (see main text)

are organized into a h5 database (CoBeBoutData.h5). For further information how this file is structured please see the H5README.docx file.

 

To visualize the data and the recorded metrics for each individual bout, we rendered a video for each bout. We included these videos and the underlying data as 

csv files in CoBeBoutVisualization.zip with the same folder structure as the raw dataset, but additionally having subfolders for each individual bout.This study was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany’s Excellence Strategy – EXC 2002/1 “Science of Intelligence” – project number 390523135. The funder played no role in study design, data collection, analysis and interpretation of data, or the writing of this manuscript.
DOI: 10.5281/zenodo.15655808
title: Human-swarm Interaction Dataset: Real-Time Human Interaction with Virtual Swarms in Shared Physical Space

description: CoBeXR - Human-swarm interaction dataset

 

This dataset holds the raw and processed/visualized dataset of the human-swarm intercation casestudy as part of the 

publication "Real-Time Human Interaction with Virtual Swarms in Shared Physical Space" by Mezey & Bartashevich et al.

 

The CoBeXRExperimentDataRaw contains the raw, anonymized dataset including continous movement data of the human participant and the virtual swarm.

Each folder contains a single experiment with either one or two participants. The ID of the experiment is the foldername.

 

In case of a single participant, only a single folder "P1" is included. For experiments with two participants 3 folders, P1, P2, and SH are included.

P1 and P2 folders contain individual rounds, while SH folders contain paired rounds. In case of paired rounds, "notes.txt" contains the mapping between participant ID (1 or 2) and

the corresponding actor point ID in the csv file. Csv files in each folder contain the recorded x and y coordinates of actor poin/s) and virtual prey.

 

This raw dataset has been slipt into individual bouts of the participants. On one hand, this bout-level dataset and the corresponding calculated metrics (see main text)

are organized into a h5 database (CoBeBoutData.h5). For further information how this file is structured please see the H5README.docx file.

 

To visualize the data and the recorded metrics for each individual bout, we rendered a video for each bout. We included these videos and the underlying data as 

csv files in CoBeBoutVisualization.zip with the same folder structure as the raw dataset, but additionally having subfolders for each individual bout.This study was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany’s Excellence Strategy – EXC 2002/1 “Science of Intelligence” – project number 390523135. The funder played no role in study design, data collection, analysis and interpretation of data, or the writing of this manuscript.
DOI: 10.15468/dl.gdztjm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schoenoplectus paludicola (Kunth) J.Raynal, 1976",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042999-250525065834625/datasets/export for details.
DOI: 10.15468/dl.jkcsrk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coenococcus Korshikov, 1953",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043000-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7n84h8
title: Occurrence Download

description: A dataset containing 4074912 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tropicos MO Specimen Data"
 ]
}

 The dataset includes 4074912 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042987-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15656372
title: MHC-I and HLA-DR Training and testing datasets for "On the impact of local protein structure features on prediction of MHC class I and II antigen presentation"