cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21233/jkyg-a066
title: SNAG2 pollen surface sample dataset

description: Raw data for the SNAG2 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.4121/2016260b-d4bb-4b4e-94d5-e2e177913e11
title: Experimental data complementing the paper "A Shared Control Approach to Safely Limiting Patient Motion Based on Tendon Strain During Robotic-Assisted Shoulder Rehabilitation" (IEEE ICORR 2025)

description: This dataset contains the experimental data collected during the experiments that were performed at the Cognitive Robotics department of TU Delft, to test the algorithms presented in the paper "A Shared Control Approach to Safely Limiting Patient Motion Based on Tendon Strain During Robotic-Assisted Shoulder Rehabilitation". The dataset, in form of ROS bags (recorded during the experiments with a human subject interacting with a KUKA robot controlled via impedance control in ROS 1) is made by:"reactUnsafe_0.bag", containing the results of the low-authority shared controller presented in the paper. A portion of the data was employed to generate Figure 4 in the paper."deflection_interpTraj.bag", containing the results of the high-authority shared controller. A portion of the data is visualized in Figure 5."impact.bag" was recorded when the controller from a previous publication ("Enabling patient-and teleoperator-led robotic physiotherapy via strain map segmentation and shared-authority"), and supports the results in section III.B.<br>An example of how to extract the data from each .bag file can be found in the GitHub repository of the project (https://github.com/itbellix/biomechanical_safe_deflection) under scripts/plot_results.py
DOI: 10.4121/2016260b-d4bb-4b4e-94d5-e2e177913e11.v1
title: Experimental data complementing the paper "A Shared Control Approach to Safely Limiting Patient Motion Based on Tendon Strain During Robotic-Assisted Shoulder Rehabilitation" (IEEE ICORR 2025)

description: This dataset contains the experimental data collected during the experiments that were performed at the Cognitive Robotics department of TU Delft, to test the algorithms presented in the paper "A Shared Control Approach to Safely Limiting Patient Motion Based on Tendon Strain During Robotic-Assisted Shoulder Rehabilitation". The dataset, in form of ROS bags (recorded during the experiments with a human subject interacting with a KUKA robot controlled via impedance control in ROS 1) is made by:"reactUnsafe_0.bag", containing the results of the low-authority shared controller presented in the paper. A portion of the data was employed to generate Figure 4 in the paper."deflection_interpTraj.bag", containing the results of the high-authority shared controller. A portion of the data is visualized in Figure 5."impact.bag" was recorded when the controller from a previous publication ("Enabling patient-and teleoperator-led robotic physiotherapy via strain map segmentation and shared-authority"), and supports the results in section III.B.<br>An example of how to extract the data from each .bag file can be found in the GitHub repository of the project (https://github.com/itbellix/biomechanical_safe_deflection) under scripts/plot_results.py
DOI: 10.21233/2dvq-vw73
title: Stangenfilz plant macrofossil dataset

description: Raw data for the Stangenfilz plant macrofossil dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.qvz7wu
title: Occurrence Download

description: A dataset containing 7169906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Troglodytes aedon Vieillot, 1809",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 7169906 records from 654 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021165-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/wnvq-1c10
title: Riga Lake diatom bottom sample dataset

description: Raw data for the Riga Lake diatom bottom sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/skkg-0280
title: Sloaneaswamp pollen surface sample dataset

description: Raw data for the Sloaneaswamp pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/a2fw-6j34
title: Napanee River water chemistry dataset

description: Raw data for the Napanee River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/9m1m-qn58
title: Kadukkalur pollen surface sample dataset

description: Raw data for the Kadukkalur pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.5281/zenodo.15362905
title: Dataset of A Comparative Study of Digital Consumer Behavior between Digital and Pre-Digital generation in Purchasing Apple Products

description: The evolution of technology has widened the gap between Pre-Digital and Digital generations. While the Pre-Digital group prioritizes simplicity and functionality, the Digital generation views technology as a symbol of identity and social status. This study explores their behavioral differences in purchasing Apple products, focusing on FOMO, YOLO, FOPO, and FOSI. Analysis of 121 participants using SPSS 30 shows that psychological factors strongly influence the Digital generation’s impulsive buying, whereas Pre-Digital consumers base decisions on practicality. The study recommends Apple employ dual marketing: functionality-focused for Pre-Digital and exclusivity-driven for Digital consumers.

Keywords: digital consumer behavior, digital generation, FOMO, FOPO, FOSI, YOLO
DOI: 10.5281/zenodo.15362906
title: Dataset of A Comparative Study of Digital Consumer Behavior between Digital and Pre-Digital generation in Purchasing Apple Products

description: The evolution of technology has widened the gap between Pre-Digital and Digital generations. While the Pre-Digital group prioritizes simplicity and functionality, the Digital generation views technology as a symbol of identity and social status. This study explores their behavioral differences in purchasing Apple products, focusing on FOMO, YOLO, FOPO, and FOSI. Analysis of 121 participants using SPSS 30 shows that psychological factors strongly influence the Digital generation’s impulsive buying, whereas Pre-Digital consumers base decisions on practicality. The study recommends Apple employ dual marketing: functionality-focused for Pre-Digital and exclusivity-driven for Digital consumers.

Keywords: digital consumer behavior, digital generation, FOMO, FOPO, FOSI, YOLO
DOI: 10.5281/zenodo.15301790
title: Mobile Robot Dataset with Ouster OS1-32 LiDAR at the University of Málaga

description: This dataset contains data collected using an Ouster OS1-32 LiDAR sensor mounted on a Hunter 2.0 UGV (by AgileX Robotics). The robot was manually driven through the Computer Science building at the University of Málaga (Spain), covering approximately 1 km.

The dataset includes the following files:





etsii_rosbag: A 2.2 GiB ROS 2 bag file containing sensory data, including RGB images, IMU, and GPS (when available). Due to size constraints, raw 3D point cloud data from the LiDAR was not included. However, it can be reconstructed using the official Ouster utilities, such as ouster-ros-extras.




metadata_rosbag: A lightweight ROS bag that includes the metadata necessary to decode and reconstruct the 3D point cloud from the sensor.




play.sh: A shell script that sequentially plays both rosbag files to facilitate data reproduction and use.
DOI: 10.5281/zenodo.15301791
title: Mobile Robot Dataset with Ouster OS1-32 LiDAR at the University of Málaga

description: This dataset contains data collected using an Ouster OS1-32 LiDAR sensor mounted on a Hunter 2.0 UGV (by AgileX Robotics). The robot was manually driven through the Computer Science building at the University of Málaga (Spain), covering approximately 1 km.

The dataset includes the following files:





etsii_rosbag: A 2.2 GiB ROS 2 bag file containing sensory data, including RGB images, IMU, and GPS (when available). Due to size constraints, raw 3D point cloud data from the LiDAR was not included. However, it can be reconstructed using the official Ouster utilities, such as ouster-ros-extras.




metadata_rosbag: A lightweight ROS bag that includes the metadata necessary to decode and reconstruct the 3D point cloud from the sensor.




play.sh: A shell script that sequentially plays both rosbag files to facilitate data reproduction and use.
DOI: 10.21233/wc19-6t29
title: LDDsite747 ostracode surface sample dataset

description: Raw data for the LDDsite747 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jgx7-db39
title: Twin Lake diatom dataset

description: Raw data for the Twin Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/kn89-nv09
title: Gate Creek testate amoebae surface sample dataset

description: Raw data for the Gate Creek testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/v7xj-8538
title: MT1CASU pollen surface sample dataset

description: Raw data for the MT1CASU pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/z8tf-q010
title: Forez site 43 pollen surface sample dataset

description: Raw data for the Forez site 43 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8dj2-g673
title: Tahquamenon Bay testate amoebae surface sample dataset

description: Raw data for the Tahquamenon Bay testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/rrkv-ra45
title: Mamontovy Khayata pollen dataset

description: Raw data for the Mamontovy Khayata pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/wnn6-ah09
title: Akiyoshi-Cho ostracode surface sample dataset

description: Raw data for the Akiyoshi-Cho ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/q29p-kx61
title: KNGC12 pollen surface sample dataset

description: Raw data for the KNGC12 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/4v4c-rx76
title: Lina myr loss-on-ignition dataset

description: Raw data for the Lina myr loss-on-ignition dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/2nq9-4y12
title: B35 pollen surface sample dataset

description: Raw data for the B35 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/tncj-n733
title: Derkswijk pollen dataset

description: Raw data for the Derkswijk pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.jefgde
title: Occurrence Download

description: A dataset containing 16719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gnetales"
 ]
}

 The dataset includes 16719 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021170-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/b69c-6a29
title: 8510 pollen surface sample dataset

description: Raw data for the 8510 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/772k-7s80
title: Patricia Bay Lake pollen dataset

description: Raw data for the Patricia Bay Lake pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8xyz-8886
title: Lake Shelby pollen dataset

description: Raw data for the Lake Shelby pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ehrx-mz87
title: Treasureton Reservoir water chemistry dataset

description: Raw data for the Treasureton Reservoir water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/8sqk-aa71
title: Minden Bog testate amoebae surface sample dataset

description: Raw data for the Minden Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/gd0m-ts66
title: Santa Fe River 1 (includes 1A & 1B) vertebrate fauna dataset

description: Raw data for the Santa Fe River 1 (includes 1A & 1B) vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/g6gc-9c46
title: LDDsite3461 water chemistry dataset

description: Raw data for the LDDsite3461 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.827vmr
title: Occurrence Download

description: A dataset containing 41224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acantharia"
 ]
}

 The dataset includes 41224 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021171-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/39ee-s989
title: Lower Twin Lake diatom surface sample dataset

description: Raw data for the Lower Twin Lake diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/jg0g-qa35
title: Spring Creek [25FT31] macroinvertebrate dataset

description: Raw data for the Spring Creek [25FT31] macroinvertebrate dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ymam-tm94
title: Schwarzsee pollen surface sample dataset

description: Raw data for the Schwarzsee pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/1n2c-s825
title: Sewell Lake pollen surface sample dataset

description: Raw data for the Sewell Lake pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/hp38-kn81
title: Beanrig Moss testate amoebae dataset

description: Raw data for the Beanrig Moss testate amoebae dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7743-1e91
title: Mallin Pollux charcoal dataset

description: Raw data for the Mallin Pollux charcoal dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/bj4r-9542
title: Chief Joseph Dam Site 45OK11 vertebrate fauna dataset

description: Raw data for the Chief Joseph Dam Site 45OK11 vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/h95z-th14
title: Nisqually River 1, WA pollen surface sample dataset

description: Raw data for the Nisqually River 1, WA pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/pvws-ph87
title: Henderson Lake water chemistry dataset

description: Raw data for the Henderson Lake water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/fen2-z874
title: Bloomingdale Bog testate amoebae surface sample dataset

description: Raw data for the Bloomingdale Bog testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.