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

description: A dataset containing 639 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-30.36253 -2.67217,133.68625 -2.67217,133.68625 62.91851,-30.36253 62.91851,-30.36253 -2.67217))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spermophilus citellus (Linnaeus, 1766)",
 "Year 2018-2020"
 ]
}

 The dataset includes 639 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108653-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74eqzx
title: Occurrence Download

description: A dataset containing 110757 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (United States of America, Canada)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cotoneaster Medik., Vinca L., Hedera Conti-Jerpe & Freshwater, 2017, Daphne laureola L., Sorbus aucuparia L., Ilex aquifolium L., Prunus laurocerasus L., Lamium galeobdolon (L.) L., Brachypodium sylvaticum (Huds.) P.Beauv., Geranium robertianum L., Mycelis muralis (L.) Dumort.)"
 ]
}

 The dataset includes 110757 records from 283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059377-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjqith
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cherax destructor Clark, 1936",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 286 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006321-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msqqf3
title: Occurrence Download

description: A dataset containing 907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.74023 15.26723,-86.2207 15.26723,-86.2207 32.97549,-118.74023 32.97549,-118.74023 15.26723))",
 "HasGeospatialIssue is false",
 "TaxonKey is Araneus Clerck, 1757"
 ]
}

 The dataset includes 907 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089846-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yabzpb
title: Occurrence Download

description: A dataset listing the 10 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nyctomys sumichrasti (Saussure, 1860)"
 ]
}

 The dataset's 10 records were derived from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059386-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgwpdf
title: Occurrence Download

description: A dataset containing 10936702 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10936702 records from 2524 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089879-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15466479
title: Multimodal-Human-Robot-Teaching-Dataset
title: Human-Robot-Teaching Interaction

description: Summary: This dataset was collected as part of the CISC (Collaborative Intelligence for Safety-Critical Systems) project under the Marie Skłodowska-Curie ITN programme. The data supports research in human-machine interaction and programming by demonstration in safety-critical environments.

It contains multimodal recordings, including eye-tracking data, human posture information (captured via a vision-based system), robot trajectory data, and questionnaire responses related to usability and cognitive load.

The dataset was collected through experiments involving human participants performing teaching tasks with a collaborative robot. All data has been anonymized in line with ethical approvals and is suitable for analysis in human factors, ergonomics, computer vision, and AI feedback systems.

This dataset can be used for academic research in machine learning, human-robot collaboration, and system evaluation studies.

Please cite this dataset if used in publications. Funding for this work was provided by the EU Horizon 2020 programme under Grant Agreement No.955901.

 

Multimodal Human-Robot Teaching Dataset: This dataset captures multimodal interaction data collected during a study on teaching robots through human demonstration. The data includes eye tracking, motion tracking, robot trajectory, and subjective evaluations from participants performing structured teaching tasks under different feedback conditions.

Experiment Overview: Participants(N=28) were asked to perform Pick-and-Place and Sliding tasks using a teaching-by-demonstration interface in a controlled experimental setup. Each participant experienced one of four feedback conditions: No Feedback-NF (Control) Visual Feedback-VF Descrptive Feedback-DF Mixed Feedback-MF Data was collected across multiple modalities to investigate how humans learn and teach robots, with an emphasis on usability, attention, and ergonomic performance.

participants.csv: Participant demographics (age, gender) subjective_responses.csv: NASA-TLX and SUS questionnaire responses per condition and task EyeTracking/: Gaze data and fixation metrics (participant → condition → task) MotionTracking/: Motion capture data

Use Case: This dataset can support research in: Human-robot interaction Cognitive load estimation Programming-by-demonstration systems Eye tracking analysis Multimodal machine learning

License: This dataset is shared under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.

Citation If you use this dataset, please cite our related data paper (DOI to be added soon).
DOI: 10.5281/zenodo.17273911
title: Multimodal-Human-Robot-Teaching-Dataset
title: Human-Robot-Teaching Interaction

description: Summary: This dataset was collected as part of the CISC (Collaborative Intelligence for Safety-Critical Systems) project under the Marie Skłodowska-Curie ITN programme. The data supports research in human-machine interaction and programming by demonstration in safety-critical environments.

It contains multimodal recordings, including eye-tracking data, human posture information (captured via a vision-based system), robot trajectory data, and questionnaire responses related to usability and cognitive load.

The dataset was collected through experiments involving human participants performing teaching tasks with a collaborative robot. All data has been anonymized in line with ethical approvals and is suitable for analysis in human factors, ergonomics, computer vision, and AI feedback systems.

This dataset can be used for academic research in machine learning, human-robot collaboration, and system evaluation studies.

Please cite this dataset if used in publications. Funding for this work was provided by the EU Horizon 2020 programme under Grant Agreement No.955901.

 

Multimodal Human-Robot Teaching Dataset: This dataset captures multimodal interaction data collected during a study on teaching robots through human demonstration. The data includes eye tracking, motion tracking, robot trajectory, and subjective evaluations from participants performing structured teaching tasks under different feedback conditions.

Experiment Overview: Participants(N=28) were asked to perform Pick-and-Place and Sliding tasks using a teaching-by-demonstration interface in a controlled experimental setup. Each participant experienced one of four feedback conditions: No Feedback-NF (Control) Visual Feedback-VF Descrptive Feedback-DF Mixed Feedback-MF Data was collected across multiple modalities to investigate how humans learn and teach robots, with an emphasis on usability, attention, and ergonomic performance.

participants.csv: Participant demographics (age, gender) subjective_responses.csv: NASA-TLX and SUS questionnaire responses per condition and task EyeTracking/: Gaze data and fixation metrics (participant → condition → task) MotionTracking/: Motion capture data

Use Case: This dataset can support research in: Human-robot interaction Cognitive load estimation Programming-by-demonstration systems Eye tracking analysis Multimodal machine learning

License: This dataset is shared under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.

Citation If you use this dataset, please cite our related data paper (DOI to be added soon).
DOI: 10.15468/dl.tasbax
title: Occurrence Download

description: A dataset containing 286973 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysiphaceae"
 ]
}

 The dataset includes 286973 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051591-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hw68x
title: Occurrence Download

description: A dataset containing 4227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Colombia",
 "OccurrenceStatus is Present",
 "TaxonKey is Scytalopus latebricola"
 ]
}

 The dataset includes 4227 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051669-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ervxa
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taraxacum lambinonii",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051670-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kczz7a
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artocarpus hypargyreus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 450 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051671-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk8g22
title: Occurrence Download

description: A dataset containing 79292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morone saxatilis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 79292 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051604-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/gwex-bp2b-wr0g
title: CEOP/EOP-1: GAPP: Bondville Hourly Surface Meteorology, Flux, and Radiation Data Set. Version 1.0

description: This data set contains the Coordinated Energy and Water Cycle Observation (CEOP)Enhanced Observing Period 1 (EOP-1) Global Energy and Water Cycle Experiment (GEWEX) Americas Prediction Project (GAPP) Bondville Hourly Surface Meteorology, Flux, and Radiation Data Set. This data set contains hourly data from a single station for the CEOP EOP-1 time period (01 July 2001 to 30 September 2001). The National Center for Atmospheric Research/Earth Observing Laboratory (NCAR/EOL) did not perform quality control processing on this data set.
DOI: 10.6084/m9.figshare.30282409
title: Codificação Completa - Estudo com Especialistas

description: Este relatório técnico apresenta a codificação completa resultante do estudo com especialistas.
DOI: 10.6084/m9.figshare.30282409.v1
title: Codificação Completa - Estudo com Especialistas

description: Este relatório técnico apresenta a codificação completa resultante do estudo com especialistas.
DOI: 10.15468/dl.d5pt8k
title: Occurrence Download

description: A dataset containing 890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artocarpus lacucha)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 890 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051672-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sw46xy
title: Occurrence Download

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

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051673-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7w725n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum caucasicum",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051674-250920141307145/datasets/export for details.
DOI: 10.15468/dl.uuqcmp
title: Occurrence Download

description: A dataset containing 12606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypophthalmichthys molitrix",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12606 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051675-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/7tk3-87w2-zy0t
title: CEOP/EOP-1: GAPP: Bondville Hourly Soil Heat Flux, Moisture, and Temperature Data Set. Version 1.0

description: This data set contains the Coordinated Energy and Water Cycle Observation (CEOP) Enhanced Observing Period 1 (EOP-1) Global Energy and Water Cycle Experiment (GEWEX) Americas Prediction Project (GAPP) Bondville Hourly Soil Heat Flux, Moisture, and Temperature Data Set. This data set contains hourly soil heat flux (0cm depth), soil temperature (2, 4, 8, 16, 32, and 64cm depths), and soil moisture (10, 30, and 60cm depths) data from a single station for the CEOP EOP-1 time period (01 July 2001 to 30 September 2001). The National Center for Atmospheric Research/Earth Observing Laboratory (NCAR/EOL) did not perform quality control processing on this data set.
DOI: 10.15468/dl.tqefed
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artocarpus styracifolius)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 268 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051676-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6ubrs
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum disciforme",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051677-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq6s7v
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tripleurospermum disciforme",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051678-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/qa8f-zj0v-dx09
title: CEOP/EOP-1: GAPP: Ft. Peck Hourly Surface Meteorology, Flux, and Radiation Data Set. Version 1.0

description: This data set contains the Coordinated Energy and Water Cycle Observation (CEOP) Enhanced Observing Period 1 (EOP-1) Global Energy and Water Cycle Experiment (GEWEX) Americas Prediction Project (GAPP) Ft. Peck Hourly Surface Meteorology, Flux, and Radiation Data Set. This data set contains hourly data from a single station for the CEOP EOP-1 time period (01 July 2001 to 30 September 2001). The National Center for Atmospheric Research/Earth Observing Laboratory (NCAR/EOL) did not perform quality control processing on this data set.
DOI: 10.15468/dl.4ybcac
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artocarpus tonkinensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 214 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051680-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3kmj8
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Volutaria muricata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051681-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhfhby
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Volutaria muricata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051682-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78mr8f
title: Occurrence Download

description: A dataset containing 238325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-7.40578 56.32947,-7.19136 55.73569,-6.00379 55.35632,-5.1461 54.39967,-6.02028 49.28652,1.2206 50.60604,2.67207 52.96469,-2.57303 58.68812,-5.09662 58.82007,-6.82849 57.58302,-7.40578 56.32947))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Livilla variegata, Liguropia juniperi, Illinoia lambersi, Fieberiella septentrionalis, Fieberiella florii, Eupithecia ultimaria, Eulecanium excrescens, Dasineura gleditchiae, Cacopsylla fulguralis, Athrips rancidella, Arge berberidis, Otiorhynchus pseudonothus, Zyginella pulchra, Vitula biviella, Viridicerus ustulatus, Vasates quadripedes, Unaspis euonymi, Powellia vitreoradiata, Tinocallis ulmiparvifoliae, Thera cupressata, Thera britannica, Synophropsis lauri, Stigmella suberivora, Stigmella speciosa, Sphegina sibirica, Siphoninus phillyreae, Scirtothrips inermis, Sciota adelphella, Sawadaea tulasnei, Saissetia oleae, Rigidoporus lineatus, Rhyncaphytoptus ficifoliae, Rhaphigaster nebulosa, Reuteria marqueti, Pulvinaria regalis, Pulvinaria hydrangeae, Neuroterus saliens, Pulvinaria floccifera, Pseudomonas syringae, Pseudocoremia suavis, Pseudoanthostomella conorum, Prociphilus fraxinifolii, Prociphilus fraxini, Plagiotrochus quercusilicis, Phytophthora ramorum, Physokermes hemicryphus, Physalacria cryptomeriae, Phyllonorycter strigulatella, Phyllonorycter platani, Phyllonorycter geniculella, Phyllocnistis xenia, Pestalotiopsis funerea, Peronospora cytisi, Periphyllus californiensis, Periphyllus acericola, Peribatodes secundaria, Paropsisterna selmani, Pachyrhinus squamulosus, Pachyrhinus lethierryi, Pachyramichloridium pini, Pachypappella lactea, Pachypappa vesicalis, Otiorhynchus cribricollis, Otiorhynchus crataegi, Otiorhynchus aurifer, Otiorhynchus armadillo, Orthotylus junipericola, Orthotylus caprai, Orsillus depressus, Orientus ishidae, Ophiostoma novo-ulmi, Ophelimus maskelli, Obolodiplosis robiniae, Nathrius brevipennis, Nacerdes carniolica, Myzus varians, Myzocallis boerneri, Melampsorella elatina, Magdalis memnonia, Macaria signaria, Lymantria monacha, Lymantria dispar, Lithophane leautieri, Leptoglossus occidentalis, Ips typographus, Ips sexdentatus, Ips cembrae, Illinoia liriodendri, Icerya purchasi)"
 ]
}

 The dataset includes 238325 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051658-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fmtq6
title: Occurrence Download

description: A dataset containing 1058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atalantia buxifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1058 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051683-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bn84dr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xanthium orientale x Xanthium strumarium",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051684-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/s5z0-xdv7-ck0t
title: CEOP/EOP-1: GAPP: Ft. Peck Hourly Soil Heat Flux, Moisture, and Temperature Data Set. Version 1.0

description: This data set contains the Coordinated Energy and Water Cycle Observation (CEOP) Enhanced Observing Period 1 (EOP-1) Global Energy and Water Cycle Experiment (GEWEX) Americas Prediction Project (GAPP) Ft. Peck Hourly Soil Heat Flux, Moisture, and Temperature Data Set. This data set contains hourly soil heat flux (0cm depth), soil temperature (2, 4, 8, 16, 32, and 64cm depths), and soil moisture (5, 10, 30, and 60cm depths) data from a single station for the CEOP EOP-1 time period (01 July 2001 to 30 September 2001). The National Center for Atmospheric Research/Earth Observing Laboratory (NCAR/EOL) did not perform quality control processing on this data set.