cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2hhcxw
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Atelopus chiriquiensis Shreve, 1936"
 ]
}

 The dataset includes 165 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040549-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g68gb2
title: Occurrence Download

description: A dataset containing 938 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Crax daubentoni G.R.Gray, 1867"
 ]
}

 The dataset includes 938 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023671-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnhbhx
title: Occurrence Download

description: A dataset containing 3373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus arctos Linnaeus, 1758",
 "Country is United States of America",
 {
 "or" : [
 "StateProvince is alaska state",
 "StateProvince is alaska"
 ]
 }
 ]
}

 The dataset includes 3373 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008843-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47w2sp
title: Occurrence Download

description: A dataset containing 3967 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Litoria booroolongensis (Moore, 1961)"
 ]
}

 The dataset includes 3967 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039223-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.shesky
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Megophrys boettgeri (Boulenger, 1899)"
 ]
}

 The dataset includes 285 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040551-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uu4hwf
title: Occurrence Download

description: A dataset containing 10533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Balanophoraceae)"
 ]
}

 The dataset includes 10533 records from 436 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023682-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgmlx6
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Xenylla proxima Denis, 1931",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008843-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8akmu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros longiciliata Merr."
 ]
}

 The dataset includes 7 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023685-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwnz26
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Oninia senglaubi Günther, Stelbrink & von Rintelen, 2010"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040545-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2ik8t
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Antarctica",
 "TaxonKey is Eupodes Koch, 1835"
 ]
}

 The dataset includes 99 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008843-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e28cav
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Decaneuropsis blanda (Wall. ex DC.) H.Rob. & Skvarla"
 ]
}

 The dataset includes 110 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023705-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjf26y
title: Occurrence Download

description: A dataset containing 13528 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-96 62.70324, -90 62.70324, -90 64.01077, -96 64.01077, -96 62.70324))"
 ]
}

 The dataset includes 13528 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040548-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yz8da
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex austrosinensis C.J.Tseng"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028206-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pqwmhn
title: Occurrence Download

description: A dataset containing 12732570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Geometry POLYGON((-168.75 75.140777,-171.5625 47.989921,-82.96875 -64.774125,-33.75 -65.366836,-12.65625 -13.923403,-32.34375 40.979898,-81.5625 74.775843,-168.75 75.140777))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12732570 records from 682 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008844-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsaeaf
title: Occurrence Download

description: A dataset listing the 220 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is CHN.30.7_1",
 "Geometry POLYGON((102.60518 25.01684,102.85394 25.02501,102.84752 25.20837,102.60168 25.20662,102.60518 25.01684))",
 "TaxonKey is Chordata",
 "Year 2024-2024"
 ]
}

 The dataset's 220 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064050-251120083545085/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.30911030
title: 血管内治疗后注射二萜烯金戈里德酯（meglumine）治疗心栓塞性中风的疗效：一项随机对照试验

description: 血管内介入治疗是心栓塞性卒中的重要治疗方法。二萜银杏注射（DGMI）可作为急性缺血性中风血管内介入治疗的辅助。
DOI: 10.6084/m9.figshare.30911030.v1
title: 血管内治疗后注射二萜烯金戈里德酯（meglumine）治疗心栓塞性中风的疗效：一项随机对照试验

description: 血管内介入治疗是心栓塞性卒中的重要治疗方法。二萜银杏注射（DGMI）可作为急性缺血性中风血管内介入治疗的辅助。
DOI: 10.5281/zenodo.18018229
title: 2026 Europlanet GMAP Winter School - Lunar landing sites hands-on

description: Training dataset for the lunar landing site characterization hands-on activity. The dataset displays the Ingenii basin, a 315 km-diameter impact structure situated on the lunar farside within the South Pole-Aitken basin. Data include imagery, spectral and elevation information.
DOI: 10.5281/zenodo.18018228
title: 2026 Europlanet GMAP Winter School - Lunar landing sites hands-on

description: Training dataset for the lunar landing site characterization hands-on activity. The dataset displays the Ingenii basin, a 315 km-diameter impact structure situated on the lunar farside within the South Pole-Aitken basin. Data include imagery, spectral and elevation information.
DOI: 10.5281/zenodo.17974658
title: Data and code for "Temperature-dependent Hourly Precipitation Biases in Convection-parameterizing Regional Climate Models: Insights from the Kilometer-scale"
DOI: 10.5281/zenodo.17974659
title: Data and code for "Temperature-dependent Hourly Precipitation Biases in Convection-parameterizing Regional Climate Models: Insights from the Kilometer-scale"
DOI: 10.15468/dl.4jjmcm
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Djibouti, Denmark, Dominica)",
 "TaxonKey is one of (, Elasmobranchii, Holocephali, Myxini)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Specimen, Material sample, Living Specimen)",
 "Year is 2021"
 ]
}

 The dataset includes 177 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064054-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5f18st9j
title: MassIVE MSV000100318 - Spatially resolved translational dysregulation in brain cell types of Grin2a+/- mouse model of schizophrenia
title: Loss-of-function (LoF) mutations of GRIN2A, encoding the GluN2A subunit of N-methyl-D-aspartate receptor (NMDAR), confer a high risk for schizophrenia (SCZ)1-3, yet how they affect diverse brain cell types remains poorly understood. Here, we combined subcellular-resolution spatial omics technologies, STARmap4 and RIBOmap5, to jointly resolve single-cell transcriptomes and translatomes for 3,447 genes in the brains of Grin2a+/- mice and their wild-type littermates across 538,188 cells. Translational dysregulation was markedly more prominent than transcriptional changes in neurons. Across neuronal subtypes, a set of genes including Camk2a, Arc, Egr1, Egr3, and Pja2 exhibited translational suppression in a Grin2a gene dose-dependent fashion, demonstrating a connection between NMDAR hypofunction and reduced protein synthesis of downstream synaptic plasticity effectors. In parvalbumin (PV) interneurons, a strong reduction of Gad2 translation implies loss of inhibitory function in cortical microcircuits, which has long been hypothesized for schizophrenia pathophysiology. Non-neuronal cell types including astrocytes, oligodendrocytes, and vascular cells also exhibited region-specific translational changes in synaptic support, lipid synthesis, myelination, and stress response pathways, some of which correlated with regional neuron state.
DOI: 10.15468/dl.jrcz5r
title: Occurrence Download

description: A dataset containing 245045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to -25.914722",
 "DecimalLatitude is less than or equal to -20.914722",
 "DecimalLongitude is greater than or equal to 145.0",
 "DecimalLongitude is less than or equal to 150.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 245045 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064046-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18758/oti3j7t5
title: ORA Ozone Profiles

description: Ozone profiles from 30 to 110 km. 

In 1985, it was said: 
_The instrument ORA is an occultation radiometer, which has been accepted by ESA (European Space Agency) for the first EURECA (European Retrievable Carrier) flight, scheduled in 1988. 
EURECA is a European satellite, which will be launched by the 
shuttle and put into orbit at an altitude of about 500 km (orbit-equator angle :: 28°). After 6 months of flight EURECA wi ll be retrieved and brought back to earth by the Shuttle._ 

_The ORA radiometer will measure the solar radiation as absorbed by the atmosphere during sunrise and sunset, at 10 wavelengths. An inversion of the occultation data should allow the determination of profiles of water vapour, co2, N02, o3 
and aerosols in the mesosphere and stratosphere._

EURECA was finally launched in 1992.
DOI: 10.5281/zenodo.17993244
title: Brown & Orton, heritability of ash dieback resistance & tolerance, data & code

description: Supporting data for a paper by J.K.M. Brown & E.S. Orton, 'Selection of resistance and tolerance to an invasive tree disease'

1, Data

2. Code for statistical analysis
DOI: 10.7910/dvn/swihan
title: Project CETI Sperm Whale Birth Videos with Segmentations and Annotations

description: This dataset provides detailed aerial drone videos of a sperm whale birth event recorded by Project CETI, as well as segmentations and annotations generated by processing these videos. The videos span approximately 4 hours of the event, which features complex cooperative behavior among 11 sperm whales and the newborn. Segmentation masks and orientations of sperm whales in the video frames were generated via custom machine learning pipelines and then manually verified/adjusted. An expert also manually identified whales throughout the videos, which links this data to historical kinship and behavioral data about this whale unit.

Supporting code and documentation is available at https://github.com/Project-CETI/whale-birth-data-and-analysis-suite/.

https://doi.org/10.1126/science.ady9280
description: Supporting code and documentation is available at https://github.com/Project-CETI/whale-birth-data-and-analysis-suite/

Videos and segmentations can be explored with an associated event timeline at https://www.projectceti.org/whalebirth/

https://doi.org/10.1126/science.ady9280
DOI: 10.15468/dl.kz997a
title: Occurrence Download

description: A dataset containing 4705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cyclobalanopsis glauca"
 ]
}

 The dataset includes 4705 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064056-251120083545085/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/14269919
title: HR Analytics: Employee Attrition & Risk Levels
DOI: 10.15468/dl.ecym8m
title: Occurrence Download

description: A dataset containing 2457 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx pardinus"
 ]
}

 The dataset includes 2457 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064057-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jatfke
title: Occurrence Download

description: A dataset listing the 2704 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Waite Insect and Nematode Collection"
 ]
}

 The dataset's 2704 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064055-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5523/bris.2tfa6x37oerz2lyiw6hp47058
title: NASTaR: NovaSAR Automated Ship Target Recognition Dataset
title: NASTaR

description: The NovaSAR Automated Ship Target Recognition (NASTaR) comprises 3415 ship patches extracted from NovaSAR S-band imagery, with labels aligned to AIS (Automatic Identification System) data. Key features of the dataset include: 23 distinct ship classes, separation between inshore and offshore samples, and an auxiliary wake dataset containing 500 patches where ship wakes are visible. Ship patches are provided in size of 512×512 pixels. Wake patches are available in both 512×512 and 1024×1024 pixels to offer higher spatial coverage. Each sample includes: GeoTIFF float32 images with backscatter information, and GeoTIFF uint8 images for visualization purposes. The corresponding ground-truth metadata includes ship type, geographic location, speed over ground, distance from shoreline, heading angle, width, height, and other relevant attributes. The dataset is primarily designed for ship type classification, but the provided ground-truth information also makes it suitable for detection tasks. Further description of the dataset, together with links to relevant code for benchmarking and analysis is available at https://doi.org/10.48550/arXiv.2512.18503.
DOI: 10.6084/m9.figshare.30940392
title: Determinants of Effective Human-AI Teaming in Work Contexts: A Meta-Synthesis

description: To construct a coherent theoretical model from the fragmented literature on human-AI teaming, this study moves beyond summarization to present a new, integrated synthesis. Through a meta-synthesis of 28 peer-reviewed articles (2015–2024), we applied thematic analysis and Shannon entropy to establish an empirical hierarchy of determinants. The principal contribution is a three-tiered conceptual framework structuring factors into: (1) Foundational Inputs (Human and Technological Dimensions), (2) Mediating Processes (Interaction Dynamics), and (3) Overarching Context (Strategic Requirements). A key theoretical finding is the confirmation of a socio-technical equilibrium, evidenced by the symmetrical importance of human-cognitive factors and AI-design characteristics. We conclude that effectiveness is not an outcome of discrete components but an emergent property of their systemic interplay. This work transforms multidisciplinary findings into an empirically prioritized, testable model, offering a novel conceptual foundation and practical roadmap for designing and managing these complex hybrid systems.
DOI: 10.6084/m9.figshare.30940392.v1
title: Determinants of Effective Human-AI Teaming in Work Contexts: A Meta-Synthesis

description: To construct a coherent theoretical model from the fragmented literature on human-AI teaming, this study moves beyond summarization to present a new, integrated synthesis. Through a meta-synthesis of 28 peer-reviewed articles (2015–2024), we applied thematic analysis and Shannon entropy to establish an empirical hierarchy of determinants. The principal contribution is a three-tiered conceptual framework structuring factors into: (1) Foundational Inputs (Human and Technological Dimensions), (2) Mediating Processes (Interaction Dynamics), and (3) Overarching Context (Strategic Requirements). A key theoretical finding is the confirmation of a socio-technical equilibrium, evidenced by the symmetrical importance of human-cognitive factors and AI-design characteristics. We conclude that effectiveness is not an outcome of discrete components but an emergent property of their systemic interplay. This work transforms multidisciplinary findings into an empirically prioritized, testable model, offering a novel conceptual foundation and practical roadmap for designing and managing these complex hybrid systems.
DOI: 10.6084/m9.figshare.30940393
title: Effects of an asynchronous, online training program for caregivers of children with autism using augmentative and alternative communication

description: Individuals with autism who are minimally speaking often use augmentative and alternative communication (AAC). Communication partner training is an integral element of AAC intervention, and caregivers are ideal communication partners for supporting their child’s language development. Asynchronous, online trainings may offer caregivers an accessible and flexible medium to learn to support their child’s AAC communication. The current study used a single-case randomized multiple-probe design to evaluate the effects of an asynchronous, online caregiver training on caregiver’s AAC strategy use in the context of shared book reading. Visual and statistical analyses were used to determine the presence and magnitude of effects. Four out of five caregivers acquired the target strategy. A functional relation was observed between the online training and caregiver strategy use in addition to individual components of the strategy (e.g., modeling). Tau-<i>U</i> nonoverlap calculations suggested medium to large effects of the intervention on caregiver strategy use. Asynchronous, online trainings may offer a valuable resource to caregivers of children who use AAC for communication, and caregivers may prefer the flexibility and accessibility that is associated with asynchronous trainings. Future research should work toward identifying how online programs can most effectively support widespread parent training and improve outcomes for children who require AAC.
DOI: 10.6084/m9.figshare.30940393.v1
title: Effects of an asynchronous, online training program for caregivers of children with autism using augmentative and alternative communication

description: Individuals with autism who are minimally speaking often use augmentative and alternative communication (AAC). Communication partner training is an integral element of AAC intervention, and caregivers are ideal communication partners for supporting their child’s language development. Asynchronous, online trainings may offer caregivers an accessible and flexible medium to learn to support their child’s AAC communication. The current study used a single-case randomized multiple-probe design to evaluate the effects of an asynchronous, online caregiver training on caregiver’s AAC strategy use in the context of shared book reading. Visual and statistical analyses were used to determine the presence and magnitude of effects. Four out of five caregivers acquired the target strategy. A functional relation was observed between the online training and caregiver strategy use in addition to individual components of the strategy (e.g., modeling). Tau-<i>U</i> nonoverlap calculations suggested medium to large effects of the intervention on caregiver strategy use. Asynchronous, online trainings may offer a valuable resource to caregivers of children who use AAC for communication, and caregivers may prefer the flexibility and accessibility that is associated with asynchronous trainings. Future research should work toward identifying how online programs can most effectively support widespread parent training and improve outcomes for children who require AAC.