cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48610/8fb3d48
title: Core Sorghum Breeding (Breeding Trials-North West NSW in years 2004 to 2016)

description: Core Sorghum Breeding is focused on the development of sorghum breeding lines incorporating variation in traits predicted to improve productivity in the northern region combination with particular managements. Trial Codes: SAFA04NRTH2,SAFA16CRPP2,SAMA16CRPP2. Trial Types: AYTFemale,AYTMale. Site Names: North Star,Croppa Creek. Site Year(s): 2004 to 2016. Treatments: Genotype;. Variables: Row Spacing (m) - Row Spacing (Decimal); Plot Length (m) - Plot Length in metres (Decimal); Yield (t/ha) - Yield t/ha (Decimal); Plot Weight (kg) - Weight of grain harvested from a plot kg (Decimal); Travel Irrigation (Text) - Travel Irrigation; True or False (String); General Rating (Score) - General Rating of visual appeal; Rating Score 1=good 9=bad (Integer); Days to Flower (days) - Days to flower (Integer); Stand (Score) - Visual rating 1-9 where as 1 is a good stand and 9 is a bad stand, as in plot, 1=good 9=bad (Integer); Row Width (m) - Row Width (Decimal); Plot Area (m2) - Plot Area in metres squared (Decimal); Self Sown Sorghum (text) - Self Sown Sorghum; ""True"" or ""False"" (String); Lodging Plants (Score) - Lodging Number of plants (Integer); CheckType (Text) - CheckType;Test, Commercial, Physiology Plot (String); Plants per Meter Row (Score) - Count of Plants per Meter Row (Integer); Number of tillers per meter (Count) - Count Number of tillers per meter (Integer); Head Type (Score) - Visual rating of head shape 1=open 9=closed or compact (Integer);. Other Columns: TrialAcronym; TrialNumber; TrialStartDate; SiteName; Series; PlotBarcode; ReplicateNumber; column; row; Comment; Missing; PreTrialComment. Spatial coverage: GRDC Subregion: North West NSW
DOI: 10.48610/90325af
title: Data on HTMSNs Characterisation, enzyme activity, mucus penetration, confocal

description: HTMSNs Characterisation, enzyme activity, mucus penetration, confocal videos.
DOI: 10.48610/90441fc
title: Enrichment analysis results for heritable common factors of Drosophila gene expression

description: and conducted enrichment analyses on the resulting heritable common factors using g:Profiler.
DOI: 10.48610/91eeb67
title: Effects of high protein versus high lipid diet on juvenile barramundi, Lates calcarifer, performance at elevated temperature

description: This dataset has several files linked to the manuscript "High protein diets improve the growth of juvenile barramundi Lates calcarifer at elevated temperatures." Elevated water temperatures and low aquatic oxygen levels often impact farmed fish production. We investigated the effects on growth, feeding, blood parameters, and metabolism (routine, maximum and postprandial peak metabolic rate) of a high protein versus high lipid diet on juvenile barramundi (Lates calcarifer) at elevated temperatures and the effects of acute hypoxia on feed intake and maximum metabolic rate.
DOI: 10.15468/dl.5rmt5c
title: Occurrence Download

description: A dataset containing 11018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Connochaetes taurinus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11018 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001343-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/9264db2
title: Statistical foot shape-function model animations and figures (updated version)

description: Animations and figures of the first five principal components from a statistical shape-function model of young, healthy adult feet (n = 100). Animations are for shape variations while bearing full bodyweight (fBW) and deformation variations between minimal weight and full bodyweight bearing (mBW-fBW).

Figures are for the ankle, midtarsal (midtar), metatarsophalangeal (mtp), subtalar (subtal) and tarsometatarsal (tarmet) joints during level (L), uphill (U) and downhill (D) walking (W) and running (R). Only joints and conditions that displayed substantial changes in joint angle and moment time-series curves are shown. Upward pointing triangles indicates data perturbed by +3SD and downward pointing triangles by -3SD.
DOI: 10.48610/927324c
title: University of Queensland reference paddocks - raw and pre-processed datasets

description: A dataset of 6 paddocks at six sites in Queensland. Data includes paddock boundaries, point data for soil chemistry, EM38, elevation and yield (sorghum, wheat and barley). The dataset collection is includes measurements from 2005 - 2020. The collection includes raw versions of this data and versions which have been pre-processed for further analysis.
DOI: 10.48610/9292b60
title: Dataset for the Preliminary Analysis of the Performance of an Electric Supersonic Propeller

description: The data published in the paper,  mainly showing propeller blade performance dependent on a variety of parameters. Blade temperature data of selected cases is included
DOI: 10.48610/92ad85c
title: Carney Nicol Kantz Nonstationary Hurricane Simulation

description: This dataset contains the annotated code used in the manuscript (Carney, Nicol, Kantz: Hurricane Simulation and Nonstationary Extremal Analysis for a Changing 1
Climate). Additionally, it contains an open source hurricane simulation package for MATLAB written by the authors.
DOI: 10.5281/zenodo.18320902
title: Base de datos flujos de CO2 sabanas inundables orinoquía

description: Base de datos mediciones de gpp, nee y cr  junto a variables ambientales y tratamientos en investigación de flujos de co2 en sabanas inundables segun el uso del suelo
DOI: 10.5281/zenodo.18320901
title: Base de datos flujos de CO2 sabanas inundables orinoquía

description: Base de datos mediciones de gpp, nee y cr  junto a variables ambientales y tratamientos en investigación de flujos de co2 en sabanas inundables segun el uso del suelo
DOI: 10.5281/zenodo.18320983
title: Tribulus L. 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.18320984
title: Tribulus L. 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: 10.48610/92b825f
title: Queensland vertisol data

description: Data associated with paper: "The cascading impact of land use change on the storage and composition of soil organic carbon and its relevance for carbon persistence".  File names are: "QLD_Vertisols_Soil_Data.csv" - Includes all soil carbon, nitrogen and δ13C for bulk soil and soil fractions. Units are given column headers."QLD_Vertisols_NEXAFS_spectra.csv" - Spectra output from Near Edge X-ray Absorption Fine Structure (NEXAFS) Spectroscopy. Spectra are base-line corrected and normalised
DOI: 10.15468/dl.k2f2wv
title: Occurrence Download

description: A dataset containing 11919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.50125 75.98676,34.80614 75.98676,34.80614 81.00686,6.50125 81.00686,6.50125 75.98676))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2017-2026"
 ]
}

 The dataset includes 11919 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001344-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17628824
title: A Novel Potential Probe for Simultaneous Identification of Seepage Type and Pressure Gradient

description: Data associated to the paper "A Novel Potential Probe for Simultaneous Identification of Seepage Type and Pressure Gradient" by Liu et al. (2025), under review in the Water Resources Research.
DOI: 10.5281/zenodo.17628825
title: A Novel Potential Probe for Simultaneous Identification of Seepage Type and Pressure Gradient

description: Data associated to the paper "A Novel Potential Probe for Simultaneous Identification of Seepage Type and Pressure Gradient" by Liu et al. (2025), under review in the Water Resources Research.
DOI: 10.48610/92b978e
title: Wheat 2022 V1

description: Date of soil collection: 24/05/2022
Start date of soil analysis: 18/07/2022
Analysis group: DES - Chemistry Centre (Dutton Park, QLD)
Analysis group report ID: 22-0532-F-V1

Site details: GOA field trial site
Field site established: 2022
GPS1: 32°19'13.4"S 148°47'21.7"E
GPS2: -32.319969, 148.790122
GPS3: https://maps.app.goo.gl/sb2EY8piZqd36PsH9

Field experiment details: Wheat crop
Fertiliser type by fertiliser rate experiment

Method: Rayment and Lyons (2011) - 3A1 and 4A1

Notes: Raw and pre-processed data
DOI: 10.48610/92c3c86
title: Field-based root phenotype data for durum wheat intro-selection lines - raw and pre-processed data

description: A total of 11 durum intro-selection lines in the DBA Aurora background were subjected to field-based root phenotyping at Gatton Research Farm, Queensland, Australia (27°32'34"S; 152°19'59"E). 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 the 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: 10.15468/dl.4ckeh6
title: Occurrence Download

description: A dataset containing 1143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Connochaetes gnou",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1143 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001345-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/93daabf
title: Appendices - Interview findings extracted from NVivo 12 Plus Software

description: Over the past seven years, these industries have shown low compliance with the Industrial Effluent Regulation 2009, prompting an exploration of their adaptability to regulations. This dataset presents comments from stakeholders about the environmental challenges faced by industrial sectors in Malaysia in adhering to industrial effluent regulations. The comments state the primary factors contributing to non-compliance and the perspectives, knowledge, and needs of Malaysian industries regarding environmental compliance. Thirteen stakeholders from various industries with environmental management experience participated in the study.
DOI: 10.48610/951f13c
title: INVITA Core site UAV dataset

description: The dataset provides a comprehensive collection of UAV (Unmanned Aerial Vehicle) flights conducted over several years, specifically focusing on a wheat experiment. The flights encompass two sensor configurations: Multispec and RGB. The Multispec flights were captured using the Phantom 4 M in 2020 and the MicaSense Altum in 2021 and 2022. The RGB flights were captured using the Phantom 4 Pro in 2020 and the Zenmuse P1 in 2021 and 2022. Each flight in the dataset is associated with a specific set of dates within each year, offering temporal coverage for the wheat experiments, enabling time-series analysis.The dataset centres around experimental plots within wheat trials in Gatton and Boorowa, serving as specific features of interest. Shapefiles are included to extract multispectral and RGB vegetation indices as well as geometric traits from within these plots. These shapefiles enable precise delineation of the experimental plots and facilitate the extraction of traits. Ground-truth measurements were made at the same time as UAV flights at key growth stages, and parameters including dry biomass and fresh biomass (1647 observations), along with Leaf Area Index, phenology, plant emergence, head number and stem number were recorded.This dataset includes Agisoft Metashape .psx files for each flight, processed orthomosaics, digital elevation models and point clouds for 46 dates across 2020, 2021 and 2022 in 2 locations (Gatton and Boorowa). The combination of Multispec and RGB sensor configurations, along with the utilization of shapefiles, orthomosaics, and DEMs, provides researchers with comprehensive data for analysing and understanding the relationship between vegetation indices, geometric traits, and ground-truth data within the experimental plots of the wheat trials. This dataset is particularly valuable for agricultural research, allowing for in-depth analysis of wheat growth patterns, crop health, and geometric attributes within controlled experimental settings.
DOI: 10.5281/zenodo.18320991
title: Triteleia Douglas ex Lindl. 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.18320992
title: Triteleia Douglas ex Lindl. 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: 10.48610/9549fdc
title: Datasets for the manuscript by MarquezLegorreta_et_al_2021.

description: This dataset contains the raw data, scripts and processed datasets used in the analysis of the "Brain-wide visual habituation networks in wild type and fmr1 zebrafish" manuscript.
DOI: 10.48610/98432b8
title: Atlantic salmon do not prioritise digestion when energetic budgets are constrained

description: Dataset associated with "Atlantic salmon do not prioritise digestion when energetic budgets are constrained". It includes oxygen uptake - proxy for metabolic rate - (AS, SDA, morphometrics), blood lactate pre- and post-feeding, gut transit, and Critical Oxygen Threshold (Pcrit) post-feeding datasets from Tasmanian Atlantic salmon parr acclimated to 15°C and 21°C and acutely exposed to hypoxia (50% air sat.) or at normoxia. Data files are saved as csv and read me file contains detailed description of each column.
DOI: 10.48610/9853667
title: Mining for the energy transition: a global dataset of local disclosures

description: Strong demand outlooks are driving investments in energy transition minerals (ETMs). New mines must be developed to supply the more than 30 minerals necessary in low-carbon energy technologies and infrastructure. Responsible investment is critical to ensure that mining for the energy transition does not come at unacceptable social and environmental costs. For responsible investment decisions to be made, the challenge lies in accessing relevant site-level information. Deep local knowledge is required across all sites that form the supply source. Unfortunately, local disclosures are rare and not systematically reported. Corporate reports, which are the expected repositories of such disclosures, too often provide aggregated, company-level information. This dataset addresses this information gap.
This dataset is the product of an ARC-funded research project that manually reviewed long text fields from the S&P Global Capital IQ Pro database. It collects, summarises, and categorises local disclosures for 444 geolocated mining properties hosting the largest known ETM reserves and resources, representing the current and future pipeline of global ETM supply. Disclosures reflect recent activities and practices from 2000 to present and are relevant to evaluating on-the-ground social and environmental performance. The dataset connects these disclosures with project location, extracted or targeted commodities, resource size and development stage. Analysis of these disclosures identifies instances of resistance to mining development and costs-to-project originating from interactions between the developer and the host context. The analysis also reveals a considerable disclosure gap.
DOI: 10.17909/jsjh-8f71
title: MATLAS69 new
DOI: 10.48610/98780e7
title: Registered quantitative susceptibility mapping image collection of mouse model concussion

description: A collection of spatially registered and fitted quantitative susceptibility maps of a mouse model of concussion.

Multi-echo GRE-MRI (mGRE-MRI) data was acquired using a 3D multi-echo spoiled gradient recalled echo (GRE) sequence with fat saturation, flow saturation, and FOV saturation (FOV saturation boxes covering the head and neck tissues outside the imaging FOV), monopolar readout, and the following parameters: matrix size = 160 x 160 x 160, FOV size = 16 x 16 x 16 mm3, effectively resulting in a 0.1 mm3 isotropic spatial resolution, TR = 50 ms, 8 echoes with minTE/ΔTE/maxTE = 2.654/3.247/25.382 ms, flip angle = 13.5, bandwidth 400.641 Hz/px. 

 Masked phase data from mGRE-MRI scans were used to reconstruct QSM images via STI Suite (v.3.0).33 Raw phase data were unwrapped using a Laplacian-based phase unwrapping method.34 Background phase removal was performed using the V-SHARP method35 with filter size of 6. The inverse QSM problem was solved from local tissue phase values using the iLSQR method.

Data was registered using ANTs
DOI: 10.48610/988fb01
title: NSG_A2_humanized_mouse models

description: Files from the paper: Skin-Grafting and Dendritic Cell “Boosted” Humanized Mouse Models Allow the Pre-Clinical Evaluation of 
Therapeutic Cancer Vaccines. Bijun Zeng 1,2, Davide Moi 1,2, Lynn Tolley 2, Natalie Molotkov 2, Ian H. Frazer 2, Christopher Perry 3,4, 
Riccardo Dolcetti 1,2,5,6,†, Roberta Mazzieri 1,2,5,*,† and Jazmina L. G. Cruz 2,*,†
1	Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia; bijun.zeng@petermac.org (B.Z.); 
davide.moi@petermac.org (D.M.); riccardo.dolcetti@petermac.org (R.D.)
2	Frazer Institute, The University of Queensland, Brisbane, QLD 4102, Australia; lynnt@uq.edu.au (L.T.); 
n.molotkov@uq.edu.au (N.M.); i.frazer@uq.edu.au (I.F.)
3	Faculty of Medicine, The University of Queensland, Brisbane, QLD 4072, Australia; 
chris@brisbaneent.com.au
4	Department of Otolaryngology, Princess Alexandra Hospital, Brisbane, QLD 4102, Australia
5	Sir Peter MacCallum Department of Oncology, The University of Melbourne, 
Melbourne, VIC 3010, Australia
6	Department of Microbiology and Immunology, The University of Melbourne, 
Melbourne, VIC 3010, Australia
*	Correspondence: roberta.mazzieri@petermac.org (R.M.); j.gonzalezcruz@uq.edu.au (J.L.G.C.)
†	These authors contributed equally to this work.


Individual folders containing the files used to create the main 4 figures of the manuscript accepted in Cells.
DOI: 10.48610/98c2623
title: Anatomy of the Lumbar Interspinous Ligament: Findings Relevant to Epidural Insertion Using Loss of Resistance.

description: Cadaveric MRI and dissection of the lumbar interspinous ligament
DOI: 10.15468/dl.ekhca9
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.146 4.197163, 101.07555 4.191593, 101.006837 4.175021, 100.941556 4.147856, 100.881317 4.110766, 100.827604 4.064668, 100.781739 4.010698, 100.744852 3.950184, 100.717849 3.88462, 100.701393 3.81562, 100.695888 3.744884, 100.701465 3.674153, 100.717985 3.605169, 100.745039 3.53963, 100.781959 3.479149, 100.827835 3.425213, 100.881537 3.37915, 100.941743 3.342093, 101.006973 3.314952, 101.075621 3.298397, 101.146 3.292832, 101.216379 3.298397, 101.285027 3.314952, 101.350257 3.342093, 101.410463 3.37915, 101.464165 3.425213, 101.510041 3.479149, 101.546961 3.53963, 101.574015 3.605169, 101.590535 3.674153, 101.596112 3.744884, 101.590607 3.81562, 101.574151 3.88462, 101.547148 3.950184, 101.510261 4.010698, 101.464396 4.064668, 101.410683 4.110766, 101.350444 4.147856, 101.285163 4.175021, 101.21645 4.191593, 101.146 4.197163))"},{"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 160 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001346-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/99e5e62
title: Male humpback whale breeding behaviour 1997 to 2015

description: Biopsy sex results, individual male humpback whale behaviour, population-level male humpback whale singers and non-singers per day and a summary of sighted group compositions.
DOI: 10.5281/zenodo.18320994
title: Stomatanthes R.M.King & H.Rob. 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.18320993
title: Stomatanthes R.M.King & H.Rob. 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: 10.48610/9a49618
title: Compiled dataset of “effectiveness of physical activity interventions on undergraduate university students’ mental health and wellbeing” project

description: This systematic review and meta-analysis assessed the effectiveness of physical activity (PA) interventions on undergraduate students’ mental health. Seven databases were searched and a total of 59 studies were included. Studies with a comparable control group were meta-analysed, and remaining studies were narratively synthesised.  The included studies scored very low GRADE and had high risk of bias. Meta-analyses indicated physical activity interventions are effective in reducing symptoms of anxiety (n = 20, SMD = -0.88, 95% CI [-1.23, -0.52]), depression (n = 14, SMD= -0.73, 95% CI [-1.00, -0.47]), and stress (n = 10, SMD = -0.61, 95% CI [-0.94, -0.28]); however, there was considerable heterogeneity (Anxiety, I2 = 90.29%; Depression I2 = 49.66%; Stress I2 = 86.97%). The narrative synthesis had mixed findings. Only five studies reported being informed by a behavioural change theory and only 30 reported intervention fidelity. Our review provides evidence supporting the potential of physical activity interventions in enhancing the mental health of undergraduate students. More robust intervention design and implementation is required to better understand the effectiveness of PA interventions on mental health outcomes. This dataset contains all material produced and used in the production of this paper.