cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48610/9a9207e
title: Myrtle rust surveys of Eastern Australia 2021

description: Records of plants from the Myrtacea family and their level of myrtle rust damage from Eastern Australia from field survey and personal communication with experts.
DOI: 10.48610/9a95ed5
title: Data relating to the Complex Orebodies Review of the Izok Lake Corridor Project (Izok-Dataroom-UQ)

description: Izok-Dataroom-UQ, created by MMG Pty Ltd, for the delivery of GIS projects and spreadsheets, related to the project; "A Complex Orebodies Review of the Izok Lake Corridor"
DOI: 10.48610/9aac984
title: Datasets associated with 'Impacts of bushfire on freshwater fauna'

description: Excel spreadsheet containing physiological data on responses of freshwater fish, crustaceans and frogs to temperature, hypoxia and ash/sediment
DOI: 10.15468/dl.gnk398
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((103.032 0.555185, 102.961734 0.549617, 102.893198 0.533052, 102.82808 0.505898, 102.767985 0.468823, 102.714391 0.42274, 102.668618 0.368784, 102.631793 0.308283, 102.604822 0.242729, 102.58837 0.173733, 102.582842 0.102997, 102.588372 0.03226, 102.604826 -0.036734, 102.631798 -0.102288, 102.668624 -0.162788, 102.714397 -0.216743, 102.767991 -0.262825, 102.828086 -0.299899, 102.893202 -0.327053, 102.961736 -0.343618, 103.032 -0.349185, 103.102264 -0.343618, 103.170798 -0.327053, 103.235914 -0.299899, 103.296009 -0.262825, 103.349603 -0.216743, 103.395376 -0.162788, 103.432202 -0.102288, 103.459174 -0.036734, 103.475628 0.03226, 103.481158 0.102997, 103.47563 0.173733, 103.459178 0.242729, 103.432207 0.308283, 103.395382 0.368784, 103.349609 0.42274, 103.296015 0.468823, 103.23592 0.505898, 103.170802 0.533052, 103.102266 0.549617, 103.032 0.555185))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001347-260120142942310/datasets/export for details.
DOI: 10.48610/9c1b8ed
title: Psilocybe cubensis raw sequencing data

description: Raw dataset for genomes of Psilocybe cubensis in: https://doi.org/10.1016/j.cub.2023.10.059
Metadata are contained in the 'metadata' file and can be used to link BRIP number to sequencing number.

Fungi that are edible or fermentative were domesticated through selective cultivation of their desired traits. Domestication is often associated with inbreeding or selfing, which may fix traits other than those under selection, and causes an overall decrease in heterozygosity. A hallucinogenic mushroom, Psilocybe cubensis, was domesticated from its niche in livestock dung for production of psilocybin. It has caused accidental poisonings since the 1940s in Australia, which is a population hypothesized to be introduced from an unknown center of origin. We sequenced genomes of 38 isolates from Australia and compared them with 86 genomes of commercially available cultivars to determine (1) whether P. cubensis was introduced to Australia, and (2) how domestication has impacted commercial cultivars. Our analyses of genome-wide SNPs and single-copy orthologs showed that the Australian population is naturalized, having recovered its effective population size after a bottleneck when it was introduced, and it has maintained relatively high genetic diversity based on measures of nucleotide and allelic diversity. In contrast, domesticated cultivars generally have low effective population sizes and hallmarks of selfing and clonal propagation, including low genetic diversity, low heterozygosity, high linkage disequilibrium, and low allelic diversity of mating-compatibility genes. Analyses of kinship show that most cultivars are founded from related populations. Alleles in the psilocybin gene cluster are identical across most cultivars of P. cubensis with low diversity across coding sequence; however, unique allelic diversity in Australia and some cultivars may translate to differences in biosynthesis of psilocybin and its analogs.
DOI: 10.48610/9c3b35d
title: Field-based root phenotype data for bread wheat intro-selection lines - raw and pre-processed data

description: A total of 11 x BC2F4:F5 bread wheat intro-selection lines were generated in each of four genetic backgrounds (i.e. Borlaug100, Kingbird, Mace and Suntop). The intro-selection lines and recurrent parents were subjected to field-based root phenotyping at Gatton Research Farm, Queensland, Australia (27°32'34"S; 152°19'59"E) in 2021. Lines were evaluated in full-sized plots (1.52m wide x 6m long) and the design for this experiment followed a row-column split-plot design with destructive and non-destructive treatments to enable destructive root coring at flowering (4 reps destructive and 4 reps non-destructive). Field-based root phenotyping was performed using the core-break method. To accommodate logistics for root coring, the entire canopy of the destructive plots was mulched at flowering time. Root phenotyping involved careful removal of intact soil cores, breaking each core into 10cm intervals and visual counting of the number of roots visible on each surface of the break. To account for within-plot variability, four cores were sampled per plot from the two inner and intra rows of the ‘destructive’ plots. The raw root count data is provided along with pre-processed traits (shallowRC, deepRC, midRC, totalRC and D95) including the lower and upper intervals.
DOI: 10.48610/9c3dd16
title: Sorghum Panicle Detection Ground-UAV Dataset

description: This dataset consists of RGB images captured during the early-mid flowering stage of sorghum plots at the University of Queensland's Gatton campus in December 2021. The dataset is divided into two subsets: images acquired using a UAV (Unmanned Aerial Vehicle) and images captured with a ground camera. Each subset includes bounding box annotations for training and evaluating object detection models.

The ground images in this dataset were captured using the OpenCV OAK-1 camera, positioned at a height of approximately 1.5 meters above the canopy. These images have a raw resolution of 2160x2160 pixels and a Ground Sampling Distance (GSD) of approximately 0.030 cm per pixel. The UAV images were acquired using the DJI Matrice 300 drone, flying at an altitude of 20 meters. These images have a raw resolution of 8192x3040 pixels and a GSD of 0.25 cm per pixel. The inclusion of both ground and UAV images with different resolutions and GSDs provides a diverse range of data for training and evaluating object detection models for sorghum panicle detection.

The dataset is associated with the publication titled "From Prototype to Inference: A Pipeline to Apply Deep Learning in Sorghum Panicle Detection", James et al. 2023. The publication can be accessed via the DOI link: https://doi.org/10.34133/plantphenomics.0017
DOI: 10.5281/zenodo.18321000
title: Vernonia Schreb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.5281/zenodo.18321001
title: Vernonia Schreb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:56
DOI: 10.48610/9c8da2c
title: Deforestation events (≥ 20 ha) in northern Australia from 2014 to 2021

description: Deforestation events (≥ 20 ha) generated from SLATS (Queensland Government generated woody vegetation loss maps) in Queensland, from 2014/2015 to 2019/2020 and deforestation events (≥ 20 ha) generated from the Australian government's NCAS dataset in the Northern Territory and Western Australia, from 2015 to 2021. All NCAS deforestation events were further validated using high resolution satellite imagery. Deforestation events were then investigated to see if they were relevant to a particular law, and if so, had they been assessed under that law, were they compliant under an explicit exemption of that law or were they potentially non-compliant.
DOI: 10.15468/dl.bhb7ws
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Capra falconeri",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 61 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001348-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/9ca4f7e
title: WiggleZ Catalogue

description: This is just the catalogue listing the galaxies and their basic properties (45 MB). The entire database include separate files of all the spectra is available in a separate file (‘WiggleZ Galaxy Spectra’, 9 GB compressed, 13.2 GB expanded).
DOI: 10.48610/9d3c2eb
title: APL paper files

description: Neural networks have proven to be efficient for a number of practical applications ranging from image recognition to identifying phase transitions in quantum physics models. In this paper we investigate the application of neural networks to state classification in a single-shot quantum measurement. We use dispersive readout of a superconducting transmon circuit to demonstrate an increase in assignment fidelity for both two and three state classification. More importantly, our method is ready for on-the-fly data processing without overhead or need for large data transfer to a hard drive. In addition we demonstrate the capacity of neural networks to be trained against experimental imperfections, such as phase drift of a local oscillator in a heterodyne detection scheme.
DOI: 10.48610/9dde209
title: Commonalities between the Berger Rhythm and spectra differences driven by cross-modal attention and imagination

description: EEG Spectra data and analysis scripts for: Commonalities between the Berger Rhythm and spectra differences driven by cross-modal attention and imagination. Executable matlab script, to decode conditional spectra and EEG Spectra stored in mat file
DOI: 10.48610/9e684da
title: Questionnaire results

description: The questionnaire investigates learners' perspectives on items for the four affordances: 1. interactions and collaboration2. resource sharing, knowledge internalization and construction3. sustainable learning4. friendship maintaining
DOI: 10.48610/9e79486
title: README file for datasets associated with the project

description: README file describing the contents of associated data files, and instuctions on how to run scripts.
DOI: 10.48610/9fb01d8
title: Probe vehicle data

description: Speed and trajectory data
DOI: 10.5281/zenodo.16909879
title: Electrokinetic Response to Seepage Type and Pressure: Experimental Insights From a Novel Self-potential Probe

description: Data associated to the paper "Electrokinetic Response to Seepage Type and Pressure: Experimental Insights From a Novel Self-potential Probe" by Liu et al. (2025), under review in the Journal of Geophysical Research: Solid Earth.
DOI: 10.5281/zenodo.16909880
title: Electrokinetic Response to Seepage Type and Pressure: Experimental Insights From a Novel Self-potential Probe

description: Data associated to the paper "Electrokinetic Response to Seepage Type and Pressure: Experimental Insights From a Novel Self-potential Probe" by Liu et al. (2025), under review in the Journal of Geophysical Research: Solid Earth.
DOI: 10.5281/zenodo.18321010
title: Stylosanthes leiocarpa Vogel. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18321011
title: Stylosanthes leiocarpa Vogel. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.48610/a1b3395
title: Spectra recorded while people imagined audio and visual experiences

description: These data files store individual participant spectra, recorded while people had their eyes closed and were trying to imagine having audio and visual experiences. 

These data files can be compared to a matching set of files recorded for the same participants while people had their eyes closed, but were trying to meditate. 

Both datasets are used by analysis scripts, that run non-parametric cluster tests and individual trial-by-trial decoding operations. These scripts are also available via UQeSpace.
DOI: 10.48610/a36a4a4
title: SensTrain V 1.0 – A solution to evaluating sensory panel performance

description: SensTrain is a solution that allows you to monitor and provide feedback of panellist real-time performance during sensory evaluation sessions. SensTrain is currently designed for RedJade® and requires Bash and R. RStudio is a preferred IDE to run SensTrain. Please find detailed instructions in the Readme file.
DOI: 10.15468/dl.rcjk52
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Bos mutus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 18 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001349-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/a36c277
title: Data for 'Diel Activity Correlates with Colour Pattern Morphology of Heterobranch Sea Slugs'

description: Nudibranch colour pattern analysis, molluscs, signalling
DOI: 10.5281/zenodo.15274374
title: Guntersblum Apotheke

description: Historical questionnaire/s  1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]

Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot  be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht  veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15274375
title: Guntersblum Apotheke

description: Historical questionnaire/s  1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963[Funktion: Im Findbuch anzeigen]

Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot  be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht  veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.15094230
title: Circular pipe Conveyor belt line Deviation Dataset (CCDD)

description: Circular pipe Conveyor belt line Deviation Dataset (CCDD) is a specialized dataset designed for detecting key components of circular pipe conveyors—specifically rollers and belt lines—under realistic industrial conditions. It contains high-resolution, unaugmented images captured directly from operational sites such as coal mines, docks.

The dataset includes 4,201 roller instances and 1,025 belt-line instances, with oriented bounding box (OBB) annotations. Data were collected using handheld mobile cameras following the movement trajectories of inspection robots, ensuring realistic viewpoints. Original source videos are also provided.

This dataset aims to support research and practical deployment of robust visual inspection systems in complex industrial environments.

If you find this dataset or project useful in your research or applications, please consider citing the following paper. This dataset is associated with the article: [BeltLineNet: A Shape-Prior-Guided Lightweight Network for Real-Time Deviation Detection in Circular Pipe Conveyors], DOI: [10.1109/JSEN.2025.3561351].
DOI: 10.5281/zenodo.15094231
title: Circular pipe Conveyor belt line Deviation Dataset (CCDD)

description: Circular pipe Conveyor belt line Deviation Dataset (CCDD) is a specialized dataset designed for detecting key components of circular pipe conveyors—specifically rollers and belt lines—under realistic industrial conditions. It contains high-resolution, unaugmented images captured directly from operational sites such as coal mines, docks.

The dataset includes 4,201 roller instances and 1,025 belt-line instances, with oriented bounding box (OBB) annotations. Data were collected using handheld mobile cameras following the movement trajectories of inspection robots, ensuring realistic viewpoints. Original source videos are also provided.

This dataset aims to support research and practical deployment of robust visual inspection systems in complex industrial environments.

If you find this dataset or project useful in your research or applications, please consider citing the following paper. This dataset is associated with the article: [BeltLineNet: A Shape-Prior-Guided Lightweight Network for Real-Time Deviation Detection in Circular Pipe Conveyors], DOI: [10.1109/JSEN.2025.3561351].
DOI: 10.15468/dl.jg667e
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((51.92868 16.95837,172.07132 16.95837,172.07132 65.04163,51.92868 65.04163,51.92868 16.95837))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Populus davidiana Dode"
 ]
}

 The dataset includes 1294 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012844-250415084134356/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.29108204
title: Real-time driving data and road environment data set of unmanned control system in open-pit coal mine

description: Real-time driving data and road environment data set of unmanned control system in open-pit coal mine.The data set can be used for fuel consumption prediction and unmanned truck scheduling.
DOI: 10.15468/dl.xdmjd9
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Omphalina mutila (Fr.) P.D.Orton"
 ]
}

 The dataset includes 497 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009408-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kf7ftjrrhx.1
title: Spatial and temporal variation in the diversity, abundance, and energetic returns of underground storage organs on the coastal lowlands of the Cape Floristic Region, South Africa

description: This package contains data and related R script which accompany the research paper with the same title submitted to the Journal of Archaeological Science, with submission ID JASC25-178. This research assessed species with underground storage organs (USOs) on the coastal lowlands of the Cape Floristic Region (CFR) in terms of their phenology, richness, abundance, and energetic returns across regions, seasons and biome types. We surveyed 212 sites equally in the growing (spring) and dormant (autumn) seasons and across three biomes (Fynbos, Renosterveld, Strandveld) in each of three regions (west, south, and southeast coasts). In all the surveyed regions, richness, abundance, and energetic returns of edible USOs peaked in winter/spring and were dominated by high-energy cormous species. On an annual basis, energetic returns were highest on the south coast, owing to USO apparency peaking in autumn, a feature absent at the other sites. In all regions, hotspots of USO energetic returns were rare, but most common on the south coast. Energetic returns were mostly higher in Strandveld than in Fynbos and Renosterveld.
DOI: 10.15468/dl.fzbwqy
title: Occurrence Download

description: A dataset containing 254659 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 Pittosporum Gaertn."
 ]
}

 The dataset includes 254659 records from 620 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013542-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3vukd
title: Occurrence Download

description: A dataset containing 42159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Turdus mandarinus Bonaparte, 1850"
 ]
}

 The dataset includes 42159 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013554-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xsmjxj
title: Occurrence Download

description: A dataset containing 11491 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Serapias parviflora Parl."
 ]
}

 The dataset includes 11491 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013552-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15461588
title: Data for manuscript "Evaluating Temperature Uncertainties Across Northern Hemisphere Climate Zones: Impact of Land Surface Models and Land Use Datasets"
DOI: 10.5281/zenodo.15461589
title: Data for manuscript "Evaluating Temperature Uncertainties Across Northern Hemisphere Climate Zones: Impact of Land Surface Models and Land Use Datasets"
DOI: 10.15468/dl.53qum9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canachites canadensis",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049042-250811113504898/datasets/export for details.