cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.q9x3uy
title: Occurrence Download

description: A dataset containing 1708 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Sphenostylis"
 ]
}

 The dataset includes 1708 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000463-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7t7wa
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((68.9875 48.74015,84.57904 48.74015,84.57904 58.55165,68.9875 58.55165,68.9875 48.74015))",
 "HasCoordinate is true",
 "TaxonKey is Alces alces"
 ]
}

 The dataset includes 367 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000468-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cps8u
title: Occurrence Download

description: A dataset containing 1940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Texas",
 "VerbatimScientificName is Mephitis mephitis",
 "Year 2020-2023"
 ]
}

 The dataset includes 1940 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000466-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5pm5j
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Lycodon jara",
 "Year 2001-2026"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000467-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31403259
title: Corrosion test parameters

description: The data present potantiodynamic polorization test which was obtained from corrosion test. These tests were carried out with three different steel steel sheet, A Grade, AH Grade and EH Grade. The corrosion solution was received from different sea. ( The salinity and pH value were measured as 2.08% and 7.4 pH for Region I, 1.96% and 7.6 pH for Region II, and 1.96% and 7.2 pH for Region III, respectively. Also, seawater temperature was considered as a factor to examine its effect on corrosion. Accordingly, the corrosion tests were conducted at three diffferent temperatures: 5 °C, 25 °C, and 40°C.
DOI: 10.6084/m9.figshare.31403259.v1
title: Corrosion test parameters

description: The data present potantiodynamic polorization test which was obtained from corrosion test. These tests were carried out with three different steel steel sheet, A Grade, AH Grade and EH Grade. The corrosion solution was received from different sea. ( The salinity and pH value were measured as 2.08% and 7.4 pH for Region I, 1.96% and 7.6 pH for Region II, and 1.96% and 7.2 pH for Region III, respectively. Also, seawater temperature was considered as a factor to examine its effect on corrosion. Accordingly, the corrosion tests were conducted at three diffferent temperatures: 5 °C, 25 °C, and 40°C.
DOI: 10.6084/m9.figshare.31403259.v2
title: Corrosion test parameters

description: The data present potantiodynamic polorization test which was obtained from corrosion test. These tests were carried out with three different steel steel sheet, A Grade, AH Grade and EH Grade. The corrosion solution was received from different sea. ( The salinity and pH value were measured as 2.08% and 7.4 pH for Region I, 1.96% and 7.6 pH for Region II, and 1.96% and 7.2 pH for Region III, respectively. Also, seawater temperature was considered as a factor to examine its effect on corrosion. Accordingly, the corrosion tests were conducted at three diffferent temperatures: 5 °C, 25 °C, and 40°C.
DOI: 10.5281/zenodo.18775339
title: hemisus_marmoratus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18775340
title: hemisus_marmoratus_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.na23dh
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vachellia cedilloi"
 ]
}

 The dataset includes 27 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000471-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pyn5y8
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erodium paularense"
 ]
}

 The dataset includes 125 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000473-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5bv7b851
title: MassIVE MSV000100964 - Chronic peripheral inflammation causes degeneration in blood retinal barrier across ApoE genotypes
title: Label-free quantification on retinal pigment epithelia in mice, to compare the profile changes within Apoe2, 3 and 4.
DOI: 10.15468/dl.hsz6yk
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vachellia chiapensis"
 ]
}

 The dataset includes 77 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000472-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hp4ru3
title: Occurrence Download

description: A dataset containing 2321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sapajus nigritus"
 ]
}

 The dataset includes 2321 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000470-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu5vqu
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.90743 19.21542,-98.04192 19.21542,-98.04192 19.96202,-99.90743 19.96202,-99.90743 19.21542))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vachellia farnesiana"
 ]
}

 The dataset includes 98 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000474-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/jsupdb
title: Line.zip

description: A straight-line motion followed by a return to the starting position.
DOI: 10.57745/pswrpp
title: Rotation-Only.zip

description: Rotation around the yaw axis only.
DOI: 10.57745/nxfdtk
title: Square-Shape.zip

description: A square-shaped trajectory with only translations
DOI: 10.57745/agnz7h
title: XYZ-Rot-obstacles.zip

description: Combined translational and rotational motion with many obstacles across the scene
DOI: 10.57745/olichr
title: XYZ-Rotation.zip

description: Combined translational (X, Y, Z) and rotational motion.
DOI: 10.57745/93itmd
title: XYZ-Rot-Fast.zip

description: Combined translational and rotational motion at a high speed
DOI: 10.57745/obkcdj
title: Square-Shape-2.zip

description: A square-shaped trajectory around a box in the center.
DOI: 10.57745/h9y16b
title: Line-Rot.zip

description: Straight line movement, the robot looks around, and then returns to the beginning.
DOI: 10.57745/ik6o04
title: Circular.zip

description: The UAV executes a circular path trajectory
DOI: 10.57745/i41bam
title: Cross_loopy.zip

description: The UAV executed a cross-like trajectory with loopy motions.
DOI: 10.57745/ci0k9g
title: Replication Data for: VIGS-Fusion:Real-time Inertial Gaussian Splatting SLAM onboard the UAV

description: VIGS-Fusion Dataset VIGS-Fusion Dataset This dataset contains 8 sequences taken onboard our UAV in ROS2 bag files. The sequences represent various types of movements, including linear, rotational, and combined motions, and are designed to be used for testing and developing visual inertial algorithms on UAV. Topics Included in Each Sequence /Darknav/pose: Provides the ground truth pose of the UAV. /camera/color/camera_info and /camera/depth/camera_info: Provide the camera parameters. /camera/color/image_raw/compressed: The color image compressed. /camera/depth/image_rect_raw: The depth image. /camera/imu: The RealSense IMU (not used). /filtered_imu_xsens: Provides the IMU measurements at 200 Hz. Transformation Between IMU and Camera The transformation between the IMU and the camera is given as follows: # camera_color_optical_frame xsens_imu_link # tx ty tz qx qy qz qw -0.021 -0.073 -0.046 -0.504 0.506 -0.505 0.484 Sequences in the Dataset The dataset consists of the following sequences, each stored in a separate ROS2 bag file: Line: A straight-line motion followed by a return to the starting position. Square-Shape: A square-shaped trajectory with only translations. Rotation-Only: Rotation around the yaw axis only. XYZ-Rotation: Combined translational (X, Y, Z) and rotational motion. XYZ-Rot-obstacle: Combined translational and rotational motion with many obstacles across the scene. XYZ-Rot-Fast: Combined translational and rotational motion at a high speed. Square-Shape-2: A square-shaped trajectory around a box in the center. Line-Rot: Straight line movement, the robot looks around, and then returns to the start.
DOI: 10.57745/qwmo6m
title: Scene_middle.zip

description: There are many objects at the center of the scene, and the UAV circles around them.
DOI: 10.15468/dl.rfsbq4
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence, Material sample, Material citation)",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pecari tajacu"
 ]
}

 The dataset includes 513 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000475-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18769409
title: Code and data for: The Effects of Climatic Oscillations (or the Lack Thereof) on Maritime Networks Between Angkor and China in the 14th and 15th Centuries

description: The source code for the Digital Navigator (DN); the low-level ast Millennium Ensemble (LME) wind data (CC BY 4.0) for 1300–1499, provided as a NetCDF file; example wind direction and speed rasters for 1300–1309 interpolated from the aforementioned LME data; the resulting tables and routes for the DN simulations; and the R scripts used to compute the climate metrics.
DOI: 10.5281/zenodo.18769408
title: Code and data for: The Effects of Climatic Oscillations (or the Lack Thereof) on Maritime Networks Between Angkor and China in the 14th and 15th Centuries

description: The source code for the Digital Navigator (DN); the low-level ast Millennium Ensemble (LME) wind data (CC BY 4.0) for 1300–1499, provided as a NetCDF file; example wind direction and speed rasters for 1300–1309 interpolated from the aforementioned LME data; the resulting tables and routes for the DN simulations; and the R scripts used to compute the climate metrics.
DOI: 10.5281/zenodo.18775310
title: Dataset for: Reclaiming Field Learning: Evidence of Fragile Paper Workflows and Pedagogical Costs in Ecological Education

description: This dataset contains anonymized survey responses from N=25 environmental science students regarding their field data collection workflows. The data supports the research article "Reclaiming Field Learning: Evidence of Fragile Paper Workflows, Pedagogical Costs, and the Case for Lightweight Offline Ecological Tools."

The dataset includes responses on:





Primary recording methods (Paper vs. Digital)




Time spent on transcription




Frequency and types of data errors (e.g., species confusion, calculation errors)




Student satisfaction and willingness to adopt new digital tools




Qualitative feedback on current frustrations.





Note: All personally identifiable information (Names, Emails, Timestamps) has been removed to protect participant privacy.
DOI: 10.5281/zenodo.18775309
title: Dataset for: Reclaiming Field Learning: Evidence of Fragile Paper Workflows and Pedagogical Costs in Ecological Education

description: This dataset contains anonymized survey responses from N=25 environmental science students regarding their field data collection workflows. The data supports the research article "Reclaiming Field Learning: Evidence of Fragile Paper Workflows, Pedagogical Costs, and the Case for Lightweight Offline Ecological Tools."

The dataset includes responses on:





Primary recording methods (Paper vs. Digital)




Time spent on transcription




Frequency and types of data errors (e.g., species confusion, calculation errors)




Student satisfaction and willingness to adopt new digital tools




Qualitative feedback on current frustrations.





Note: All personally identifiable information (Names, Emails, Timestamps) has been removed to protect participant privacy.
DOI: 10.26300/mj1d-6d40
title: Data produced and used in "Isotopic constraints on the origin and nature of sulfur components within the ancient sub-continental lithospheric mantle"
DOI: 10.15468/dl.b63tnd
title: Occurrence Download

description: A dataset containing 292846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Country is United States of America",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Artiodactyla",
 "Year 2015-2025"
 ]
}

 The dataset includes 292846 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000423-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gavx67
title: Occurrence Download

description: A dataset containing 143630 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alces alces"
 ]
}

 The dataset includes 143630 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000340-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s8h5q
title: Occurrence Download

description: A dataset containing 1399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Geometry POLYGON((-173.43177 10.5569,-28.94113 10.5569,-28.94113 74.7465,-173.43177 74.7465,-173.43177 10.5569))",
 "HasGeospatialIssue is false",
 "TaxonKey is Ixoreus naevius",
 "Year is 2025"
 ]
}

 The dataset includes 1399 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000479-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/d4pt
title: World Catalogue of Opiliones
DOI: 10.15468/dl.3f7yp4
title: Occurrence Download

description: A dataset containing 6283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uzbekistan",
 "TaxonKey is Asteraceae"
 ]
}

 The dataset includes 6283 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000476-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5st3e
title: Occurrence Download

description: A dataset containing 22518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corylus colurna",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22518 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000478-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yekw8x
title: Occurrence Download

description: A dataset containing 12812 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uzbekistan",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 12812 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000477-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdhy6u
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acalymma bivittatum"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000480-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcau63
title: Occurrence Download

description: A dataset containing 10856978 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "Geometry POLYGON((-82.75753 27.21695,-82.65446 26.88547,-82.45977 26.39411,-81.51495 25.5292,-81.61229 24.95948,-83.02093 24.59034,-81.3947 24.31407,-80.22655 24.866,-80.11203 25.47235,-80.09824 25.97935,-80.79122 25.96672,-80.81248 25.99876,-80.82785 26.20945,-81.06007 26.24328,-81.08733 26.58016,-81.50467 26.59455,-81.46906 27.11388,-82.75753 27.21695))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2025"
 ]
}

 The dataset includes 10856978 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000432-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xtcc5
title: Occurrence Download

description: A dataset containing 642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Davidia involucrata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 642 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000482-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3ryrn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.66223 56.04781,-2.61805 56.04781,-2.61805 56.09408,-2.66223 56.09408,-2.66223 56.04781))",
 "OccurrenceStatus is Present",
 "TaxonKey is Morus bassanus",
 "Year is 2021"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000485-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hxky8
title: Occurrence Download

description: A dataset containing 1075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vachellia collinsii"
 ]
}

 The dataset includes 1075 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000484-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31412576
title: <b>Real-World Incidence of Adverse Events Following COVID-19 Vaccination: Systematic Review and Meta-Analysis – Supplementary Materials</b>

description: This repository contains supplementary materials related to the systematic review and meta-analysis titled “Real-World Incidence of Adverse Events Following COVID-19 Vaccination.” The study aimed to estimate and synthesize real-world incidence measures of adverse events following immunization (AEFI) associated with COVID-19 vaccines and to examine how methodological and epidemiological factors influence reported incidence estimates. In accordance with PRISMA 2020 guidelines and prior PROSPERO registration, eight data sources, including grey literature, were systematically searched to identify observational studies reporting AEFI incidence in the general population. A total of 160 studies met the inclusion criteria. Incidence metrics varied by unit of analysis and included events per notification, events per exposed individual, events per 100 administered doses, and cumulative incidence of individuals experiencing at least one AEFI. Random-effects meta-analyses were conducted in R. Pooled estimates differed according to the mathematical structure of the incidence metric. Event-based incidence rates yielded a combined estimate of 0.118 with a 95% confidence interval of 0.066 to 0.211, whereas cumulative incidence proportions produced a pooled estimate of 0.561 with a 95% confidence interval of 0.336 to 0.763. Statistical heterogeneity was substantial, with I² values of 99 percent or higher. Subgroup analyses demonstrated variation across age groups, vaccine platforms, number of doses, data sources, and study designs. Most included studies were rated as having moderate to high risk of bias. The materials provided in this repository are intended to ensure transparency, reproducibility, and methodological traceability of the review process and statistical analyses.