cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.22fk3d
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Platyrrhinus fusciventris Velazco, Gardner & Patterson, 2010"
 ]
}

 The dataset includes 356 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011809-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-m8kk8
title: Contact Mechanics Challenge a75

description: AFM tapping mode image
DOI: 10.48610/6d347aa
title: Csf1rko Rat Transcriptomic Atlas and Supplementary Tables

description: This dataset contains the supplementary tables from the research article titled "Transcriptomic analysis of the functions of CSF1R-dependent macrophages in postnatal development in the rat." along with the entire processed RNA-Seq dataset. The processed dataset contains RNA-Seq data of tissues from 3 week old WT and Csf1rko (tissues include adrenal gland, colon, ileum, duodenum, heart, diaphragm, tibialis anterior, quadriceps, kidney, lung, ovaries, testes, white adipose tissue, lymph nodes, thymus, bone/bone marrow, liver, cerebellum, cortex, hippocampus, hypothalamus, olfactory bulb, pituitary gland, striatum) along with tissues from long term BMT Csf1rko recipients (whole brain, peritoneum, liver, lung). Transcript outputs from Kallisto have been collated to gene level expression.
DOI: 10.15468/dl.zfudh8
title: Occurrence Download

description: A dataset containing 9614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Kobus ellipsiprymnus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 9614 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001330-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/6de8d54
title: High Chlamydia burden promotes TNF-dependent reactive arthritis in SKG mice

description: Supplementary data for the article High Chlamydia burden promotes TNF-dependent reactive arthritis in SKG mice published in the journal ARTHRITIS & RHEUMATOLOGY Vol. 67, No. 6, June 2015, pp 1535–1547.  See the link in the "Related works".
DOI: 10.48610/6fab0d9
title: Transdisciplinary Initial Neurological Screening Assessment (TINSA) Dataset

description: Topic: The study aimed to evaluate time saved, patient safety, patient outcomes, allied health professional adherence to national stroke guidelines, cost implications, and stakeholder perceptions when a novel allied health transdisciplinary stroke assessment (the TINSA) was implemented at the Mater Hospital Brisbane acute stroke unit, replacing discipline-specific allied health stroke assessments (occupational therapy, physiotherapy, speech pathology, and social work).
Data collection: For the primary outcome, allied health professionals timed their assessments including the time taken to read the medical record, administer the assessments, and document results. For the secondary outcomes, other measures of time, patient safety, patient outcomes, and allied health professional adherence to relevant stroke guidelines were collected via a retrospective medical record audit. Quantitative and qualitative data on patient and staff satisfaction, patient intermediate outcomes (3 months after admission to hospital), interprofessional trust, and staff confidence was collected via surveys, interviews, and Focus Groups. 
Data included in published dataset: All data is unidentifiable. Data published includes the quantitative data for all primary and secondary outcomes (time, patient safety, patient outcomes, and adherence to stroke guidelines in Excel Spreadsheets); quantitative and qualitative survey results (patient and staff satisfaction, interprofessional trust, and staff confidence in an Excel Spreadsheet); and interview and focus group transcripts (in an Excel Word document). Data dictionaries have been included within each document to assist with interpretation and understanding the data.
DOI: 10.48610/70000a6
title: Data for: A novel RT-qPCR health assay reveals differential expression of stress and immunoregulatory genes between the seasonal migrations of humpback whales (Megaptera novaeangliae)

description: Contains the transcript sequences and raw RT-qPCR data for the publication: A novel RT-qPCR health assay reveals differential expression of stress and immunoregulatory genes between the seasonal migrations of humpback whales (Megaptera novaeangliae). The R analysis used in the publication is also included both in this dataset and as supplementary material. Any additional information on the project, or data description is available upon request. Data used in this publication is also used for Jacob Linsky PhD thesis
DOI: 10.48610/721f2e2
title: Field trial raw and processed datasets for 2020 winter field season

description: A spreadsheet dataset collection from LMA field trials conducted at six locations across Australia - three sites in Western Australia and one site each in South Australia, Victoria and New South Wales. The collection includes observed and measured data from the 2020 winter wheat field season.  Observed data include weather records from automated stations very near to the trial site or on-site, temperature records from Tinytag TGP-4500, TGU-4017 and TGP- 4014 loggers, Z65 flowering dates and grain sampling harvest dates. Field trial data include laboratory measured grain quality using an enzyme-linked immunosorbent assay (ELISA) optical density for LMA testing (South Australian Research and Development Institute, PIRSA) and Falling Numbers (Australian Grain Technologies) with BLUP analysis results (Centre for Biometrics and Data Science for Sustainable Primary Industries, University of Wollongong) at plot level, with processed data aggregated to time-of-sowing level. Spreadsheet column name definitions are included in each file.
DOI: 10.48610/7278446
title: Coral reef benthic composition, health, and temperature data

description: This dataset includes coral survey data at four sites in Timor-Leste collected in July 2015 and November 2017, seawater and macroalgal nutrient data collected in July 2015, and temperature data spanning the two survey dates. These data were used to investigate coral health, nutrient inputs to shallow reefs, and impacts of the 2016-2017 mass global bleaching event.
DOI: 10.48610/72e7401
title: Data associated with `Crocodiles are heating up: climate-induced shifts in body temperature impact behavior and performance`

description: Acoustic and satellite telemetry data for tagged crocodiles on the Wenlock River, along with morphometric data. Also code to analyse long-term temperature trends and relationship between temperature and behaviours.
DOI: 10.48610/732831b
title: Ethical Exemption and Survey Questions

description: Research Ethics and Integrity reviewed the project and determined that it is exempt from ethical review under the National Statement on Ethical Conduct in Human Research and related University of Queensland policies (PPL 4.20.07). Participants consented to the surveys, and there was an organizational authorization for the data to be used, and the data is not identifiable. The Survey Questions with Participant Information Sheets are also provided together
DOI: 10.48610/7493bbd
title: Social Identity Model of Traumatic Identity Change - Observational Study

description: This contains the dataset and list of measures used for the observational study conducted to evaluate the Social Identity Model of Traumatic Identity Change in 2019-20 Black Summer bushfire survivors.

The methodology used has been outlined in the following manuscript: https://doi.org/10.1016/j.socscimed.2022.115529
DOI: 10.5281/zenodo.18320734
title: What Factors' Gen Z Acceptance of AI Learning as Powered Study Assistants Questionnaire

description: The data presented are derived from a questionnaire assessing What Factors' Gen Z Acceptance of AI Learning as Powered Study Assistants
DOI: 10.5281/zenodo.18320735
title: What Factors' Gen Z Acceptance of AI Learning as Powered Study Assistants Questionnaire

description: The data presented are derived from a questionnaire assessing What Factors' Gen Z Acceptance of AI Learning as Powered Study Assistants
DOI: 10.48610/74be4aa
title: Flowering response in Pigeonpea genotypes

description: Data on time to 50% flowering under different temperature and photoperiod regimes
DOI: 10.48610/74fcc20
title: On the role of prefrontal and parietal cortices in mind wandering and dynamic thought

description: Full raw study data, analysis scripts and experiment materials for registered report study
DOI: 10.15468/dl.rk7vfa
title: Occurrence Download

description: A dataset containing 2274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Kobus ellipsiprymnus defassa",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2274 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001331-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/757738c
title: Ct_HiC3 assembly and analysis data

description: This dataset contains readme files describing the structure of the data, data describing the Clitoria ternatea genome assembly and annotation, and data underpinning analyses presented in Gilding et al. "Hijacking of N-fixing legume albumin-1 genes enables the cyclization and stabilization of defense peptides". The data are structured by analysis type in the form of TIFF files (MALDI-MSI/microscopy), MS-Excel files (tables of various forms), ASCII text and tables (readme files, tab-delimited tables), FASTA files, GFF3 files (genomic assembly and annotation), and HTML files (co-linearity analyses).
DOI: 10.48610/76f58a5
title: Multimodal Entity Linking Evaluation Dataset for Art (Version 2.0)

description: This dataset encapsulates various entities unique to art, presenting a robust tool tailored to the creation of multi-modal art datasets. We also apply distinct metrics that assess ambiguity and diversity in the data, offering a thorough evaluation of our dataset. We introduce an automated process that facilitates the generation of art datasets, harnessing data from multiple sources (ArtPedia, Wikidata and Wikimedia Commons) to ensure reliability and comprehensiveness.
DOI: 10.48610/7924c5e
title: Early sorghum 2019-2022 data set

description: The data set contains 3 years data from multi environment on farm agronomic experimentation across eastern Australia involving 6 sites per year with a consistent combination of six commercial hybrids, four plant populations, three times of sowing, and two levels of irrigation. The trials were conducted from the Liverpool Plains in NSW up to Central Queensland in Queensland. The experimental designs used in these trials include a split plot design with time of sowing as main plots and level of irrigation as sub plots. All treatments were replicated three times.
DOI: 10.15468/dl.zfkyqw
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((102.49 4.192163, 102.41955 4.186593, 102.350838 4.170021, 102.285558 4.142856, 102.225319 4.105767, 102.171606 4.059668, 102.125741 4.005698, 102.088854 3.945185, 102.061852 3.87962, 102.045396 3.81062, 102.03989 3.739884, 102.045467 3.669153, 102.061987 3.60017, 102.089041 3.53463, 102.125961 3.474149, 102.171836 3.420213, 102.225538 3.37415, 102.285744 3.337093, 102.350974 3.309952, 102.419622 3.293397, 102.49 3.287832, 102.560378 3.293397, 102.629026 3.309952, 102.694256 3.337093, 102.754462 3.37415, 102.808164 3.420213, 102.854039 3.474149, 102.890959 3.53463, 102.918013 3.60017, 102.934533 3.669153, 102.94011 3.739884, 102.934604 3.81062, 102.918148 3.87962, 102.891146 3.945185, 102.854259 4.005698, 102.808394 4.059668, 102.754681 4.105767, 102.694442 4.142856, 102.629162 4.170021, 102.56045 4.186593, 102.49 4.192163))"},{"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 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001332-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18320944
title: Zephyranthes bifida (Herb.) Nic.García & Meerow. 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.18320945
title: Zephyranthes bifida (Herb.) Nic.García & Meerow. 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: 10.48610/79aeb64
title: dLOCALMotif

description: Motif discovery in proteomics sequences.  The software was made available via a private link previously when the article was published.
DOI: 10.48610/7a7c0df
title: GmNFR1 of Two Non-nodulation Mutants

description: Gene duplication in evolution has long been viewed as a mechanism for functional divergence. We recently cloned two related lipo-oligochitin receptor genes (GmNFR1α and GmNFR1β) in Glycine max (soybean) that allowed the distinction of two nodulation factor (NF) responses during early legume nodule ontogeny, namely invasion of the root hair and concomitant cortical cell divisions. Root-controlled GmNFR1α mutants nod49 and rj1 failed to form curled root hairs, infection threads and nodules but develop subepidermal cortical cell divisions (CCD) and mycorrhizal associations. In contrast GmNFR1β mutant PI437.654 had full symbiotic abilities. However, GmNFR1α mutants formed normal nodules at reduced frequency when inoculated with high Bradyrhizobium titers. The mutation was complemented in Agrobacterium rhizogenes K599 transformed roots using both CaMV 35S and the native GmNFR1α promoters. GmNFR1α may encode a high affinity NF receptor responsible for the entire nodulation cascade while GmNFR1β with lower affinity to NF suffices to induce cell divisions but not early infection events.
DOI: 10.48610/7aa790e
title: Deforestation events (≥ 20 ha) in northern Australia from 2014 to 2021, version 2

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.  This is the updated version of the original dataset (https://doi.org/10.48610/9c8da2c).
DOI: 10.15468/dl.vkxw7r
title: Occurrence Download

description: A dataset containing 139656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ephemeroptera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is France"
 ]
}

 The dataset includes 139656 records from 356 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001298-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/7b400d9
title: INVITA UAV data set

description: The dataset presents an extensive compilation of UAV (Unmanned Aerial Vehicle) flights conducted over a span of three seasons across GRDC National Variety Trial sites across Australia. These flights include both RGB and multispectral imagery, taken from 1-4 times per season, providing valuable information on spectral and geometric characteristics of vegetation at a plot-level. 
The dataset includes raw imagery, and plot-level vegetation indices derived from this imagery, allowing for assessment of vegetation health and dynamics. The dataset incorporates PROSAIL inversion traits, which provide insights into important vegetation parameters such as leaf area index, chlorophyll content, and leaf angle. The dataset also contains geometric traits, including canopy height and volume, which contribute to an understanding of the 3D structure of the vegetation and its variability across the selected trials. 
The dataset covers four seasons, spanning from 2020 to 2023, providing a multi-year perspective on the plot-level growth dynamics across the selected sites. This temporal coverage enables researchers to investigate the inter-annual variability and trends in vegetation patterns in multi-environment variety trials.
DOI: 10.48610/7bfd689
title: NucImport

description: Curated data for nuclear protein and a software to predict nuclear import of proteins.  The software was made available via a private link previously when the article was published.
DOI: 10.48610/7c94074
title: Timeline of the development of Instagram's promotional culture and advertising model (2010-2020)

description: This timeline was developed from a review of industry trade press from 2010 to 2020 to document the development of Instagram's promotional culture and advertising model.
DOI: 10.6084/m9.figshare.31094347.v2
title: An in-depth transcriptomic atlas deciphering traditional Chinese medicine mechanisms and diseases

description: 1.TCM_Atlas_Metadata.csv:Metadata for 408 TCM-related transcriptomic experiments2.Expression_Matrices:Harmonized gene expression matrices (count-based and normalized), with genes as rows and GSM samples as columns.3.Differential_Expression_Analysis:Differential expression results for each experiment, including log2 fold change and statistical significance.4.Functional_and_Pathway_Enrichment_Analysis:GO and KEGG enrichment results derived from differentially expressed genes.
DOI: 10.15468/dl.kp6gzm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((109.277 0.532185, 109.206734 0.526617, 109.138198 0.5100519999999999, 109.073081 0.482898, 109.012986 0.445823, 108.959392 0.39974, 108.913619 0.345784, 108.876794 0.285284, 108.849823 0.219729, 108.833371 0.150734, 108.827842 0.079998, 108.833372 0.009261, 108.849826 -0.059734, 108.876798 -0.125288, 108.913623 -0.185787, 108.959396 -0.239742, 109.01299 -0.285825, 109.073085 -0.322899, 109.138201 -0.350053, 109.206736 -0.366617, 109.277 -0.372185, 109.347264 -0.366617, 109.415799 -0.350053, 109.480915 -0.322899, 109.54101 -0.285825, 109.594604 -0.239742, 109.640377 -0.185787, 109.677202 -0.125288, 109.704174 -0.059734, 109.720628 0.009261, 109.726158 0.079998, 109.720629 0.150734, 109.704177 0.219729, 109.677206 0.285284, 109.640381 0.345784, 109.594608 0.39974, 109.541014 0.445823, 109.480919 0.482898, 109.415802 0.5100519999999999, 109.347266 0.526617, 109.277 0.532185))"},{"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/0001333-260120142942310/datasets/export for details.
DOI: 10.48610/7d691e8
title: Anopheles farauti microsatellite and Anopheles farauti complex sequence data (mitogenome and Cardinal gene)

description: Range wide microsatellite data from Anopheles farauti. DNA sequence data from Anopheles farauti species complex including whole mitogenome and Cardinal gene data.
DOI: 10.48610/7daf104
title: Drone-induced flight initiation distances for shorebirds in mixed-species flocks

description: This dataset contains the videos and drone logs from 269 drone approaches of mixed-species bird flocks containing predominantly shorebirds roosting in their non-breeding grounds in Moreton Bay, eastern Australia (located in the 'raw data' directory). In the 'scripts' directory it contains R code to process the raw data into spreadsheets (stored in the 'data' directory) and fit a generalised additive model (stored in the 'models' directory) to determine the significant explanatory variables. These results are provided in the 'plots' directory.
DOI: 10.48610/7e3c81a
title: Eilat Reef CO2

description: The data set is of eddy covariance (EC) direct measurements of air-sea CO2 exchange over the fringing coral reefs and open sea in the Gulf of Eilat, Israel. The EC systems included a RM Young 81000 3D sonic anemometer, Li-Cor 7500 open path gas analyser, Kipp and Zonen CNR1 radiometer, and ancillary sensors Measurements were made during late summer 2020 in Sept and Oct., at the Interuniversity Institute for Marine Sciences in Eilat, Israel (29°30'6.28"N, 34°55'3.67"E) and the Coral World Underwater Observatory in Eilat, Israel (29°30'15.44"N, 34°55'6.70"E). EddyPro® Software v7.0 (LI-COR, Inc.) was used to process the EC data which is presented unfiltered and without sike removal. Supporting data is also presented on SST and Chlorophyll-a from measurements made at Interuniversity Institute for Marine Sciences.
DOI: 10.15468/dl.vzhq3j
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Bupleurum scorzonerifolium"
 ]
}

 The dataset includes 750 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001335-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/7f11f9f
title: Machine learning and detection of Trichuris muris in mice

description: Raw near-infrared spectra collected from faecal, blood, serum samples and non-invasively through the skin, of Trichuris infected and uninfected mice. Ten mice were orally infected with T. muris eggs for the low dose group, 10 mice for the high dose group, and 10 mice were used as the control group. Using the NIRS technique, faecal, serum, whole blood samples and mice non-invasively through their skin were scanned over a period of 6 weeks post infection. The collected spectra coupled with machine learning were used to detect Trichuris muris.