cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fy2vgx
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoebe faberi (Hemsl.) Chun",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 66 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265511-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avz9bs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyloconis puerariae Kumata, 1963",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225255-220831081235567/datasets/export for details.
DOI: 10.15468/dl.rk4hfs
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phlomoides paohsingensis (C.Y.Wu) Kamelin & Makhm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265503-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qysaqs
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protonemura orbiculata Shimizu, 1998",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225264-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fx6nem
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Urozelotes rusticus (L.Koch, 1872)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225267-220831081235567/datasets/export for details.
DOI: 10.15468/dl.sj6g27
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ginkgo biloba L."
 ]
}

 The dataset includes 604 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265504-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftpw46
title: Occurrence Download

description: A dataset containing 139465 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-01-01",
 "EventDate is less than or equal to 2023-01-31",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 139465 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260658-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nry2uv
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phlomoides pedunculata (Y.Z.Sun) Kamelin & Makhm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265505-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkd7v2
title: Occurrence Download

description: A dataset containing 795 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oroxylum indicum (L.) Kurz"
 ]
}

 The dataset includes 795 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249610-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.683j2h
title: Occurrence Download

description: A dataset containing 268 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoebe neurantha (Hemsl.) Gamble",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 268 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265515-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5krhr
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (China, Mongolia, Chinese Taipei)",
 "TaxonKey is Prunus pedunculata (Pall.) Maxim."
 ]
}

 The dataset includes 83 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260687-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z99jjh
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((110.17851 -6.99596,110.90538 -6.99596,110.90538 -6.36718,110.17851 -6.36718,110.17851 -6.99596))",
 "HasGeospatialIssue is false",
 "TaxonKey is Mugilidae"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250011-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3erwn5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Latheticus oryzae C.O.Waterhouse, 1880",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0225274-220831081235567/datasets/export for details.
DOI: 10.15468/dl.82ewgf
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phlomoides setifera (Bureau & Franch.) Kamelin & Makhm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265506-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64njde
title: Occurrence Download

description: A dataset containing 5379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Inula L.",
 "Year 1900-1990"
 ]
}

 The dataset includes 5379 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0250022-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdjgva
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoebe hui Cheng ex Yen C.Yang",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265512-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftgu4w
title: Occurrence Download

description: A dataset containing 492856 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryctolagus Lilljeborg, 1873"
 ]
}

 The dataset includes 492856 records from 1697 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265508-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udsv2v
title: Occurrence Download

description: A dataset containing 105259765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Year 1950-2020"
 ]
}

 The dataset includes 105259765 records from 12277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027471-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c6guu
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microctenopoma ansorgii",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002285-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcyy8n
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.21.210_2",
 "TaxonKey is Bidens odorata Coville"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007184-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/d62-zx3-sch
title: Halysites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/fa3-z1t-pe0
title: Halysites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lbh-pf9-cjc
title: †Asaphus (Asaphus) lepidurus (Nieszkowski, 1859)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/111-tz7-5v1
title: †Asaphus (Asaphus) lepidurus (Nieszkowski, 1859)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v07-bd9-681
title: †Asaphus (Asaphus) lepidurus (Nieszkowski, 1859)

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.c2f33z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caudofoveata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 30,120 30,120 60,90 60,90 30))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012193-251009101135966/datasets/export for details.
DOI: 10.3535/8bz-kr9-xsz
title: Favosites sp.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1wv-zmq-4z1
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/bzl-d91-11f
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/hcp-1st-7g7
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/sxr-65f-e1q
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.2q7z9p
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.28_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ondatra zibethicus"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012194-251009101135966/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.28784405
title: Adversarial Attack (Erosion and Dilation) Dataset for Amazon River Basin

description: This dataset comprises 1,263 high-resolution SAR image patches (512×512) from Sentinel-1 covering the Amazon River Basin, curated for water body segmentation tasks. The region was selected for its complex river networks and variability in channel structures, making it ideal for robust model training and evaluation. Sentinel-1 GRD products were acquired via the Alaska Satellite Facility (ASF) API and underwent standard preprocessing steps, including orbit file application, radiometric calibration, speckle filtering, and terrain correction using a DEM. Ground truth masks were generated using Sentinel-2 multispectral imagery through the Normalized Difference Water Index (NDWI), computed in Google Earth Engine. This method was adopted after observing inaccuracies with publicly available shapefiles due to outdated or incomplete information. The final dataset offers a reliable benchmark for water segmentation models in SAR imagery, addressing the challenges of geometric complexity, label accuracy, and large-area coverage.<br><br><br>The codebase for the same can be found at GVCL/IWSeg-SAR-Poison: Code and datasets for inland water segmentation from SAR images, specifically Sentinel-1, with data poisoning attacks
DOI: 10.15468/dl.jppq8e
title: Occurrence Download

description: A dataset containing 755 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Ischaemum anthephoroides"
 ]
}

 The dataset includes 755 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023755-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esazym
title: Occurrence Download

description: A dataset listing the 2446571 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset's 2446571 records were derived from 67307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003370-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujp8hs
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mystus canarensis"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003373-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16023420
title: Adaptive E-Learning among IT Professionals
DOI: 10.5281/zenodo.18218070
title: Adaptive E-Learning among IT Professionals
DOI: 10.15468/dl.tp5tgf
title: Occurrence Download

description: A dataset listing the 1276 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Archaea"
 ]
}

 The dataset's 1276 records were derived from 852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003374-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/11fbbf4
title: 2021-2024 Pesticide Risk Metric data with flow and water level

description: We applied the expanded PRM of Neelamraju et al (2025 - see citation 1 below) to estimate the combined toxicity of mixtures of 42 pesticides detected in water samples collected by the Great Barrier Reef Catchment Loads Monitoring Program. The data set was filtered to 11 monitoring sites and 3 sampling years (2021-2024) for research into the appropriate handling of sampling bias in the GBRCLMP pesticide data sets. This work underpins the publication Neelamraju et al (2026 - see citation 2 below). The data set includes time series estimates of pesticide mixture toxicity alongside various hydrological and temporal variables. See Neelamraju et al (2026) for full methods and explanation of variables. A summary is provided below. 

Mixture toxicity was calculated for every water sample in the time series for all sites and years included in the study, then clipped to the wet season window (first flush + 182 days) for further analysis. Hydrological variables were prepared for the dual purposes of, a) quantification of bias in the existing simple imputation approach, and b) for testing and development of more appropriate infilling methods, with the relative suitability of each variable assessed for this purpose based on model performance and practical applicability. Mixture toxicity estimates for the five PRM groups (other herbicides, fungicides, insecticides, PSII herbicides, and total PAF) were aligned to the flow and time-based explanatory variables using time-matching thresholds: ±30 minutes for discharge data and ±5 minutes for water level data. This process created a matrix of observed and missing PRM data aligned to the explanatory variables, for each of the five PRM groups, for every day of the wet season at each site and sampling year. Five model-based approaches were tested and compared to find the most suitable infilling approach. For the GBRCLMP dataset, MICE PMM proved effective, producing defensible results where toxicity bias was evident. See linked records for published code (GitHub) and paper. 

1. Neelamraju, Cath A., Mann, Reinier M., Bainbridge, Zoe T., Mitchell, Hannah C., and Turner, Ryan D. R. (2025). Improvement in mixture risk assessment: a multi-national application of the Pesticide Risk Metric. Environmental Advances 22 100676 100676. https://doi.org/10.1016/j.envadv.2025.100676
2. Neelamraju, Cath A., Mann, Reinier M., Bainbridge, Zoe T., Orr, D., and Turner, Ryan D. R. (2026). From gaps to clarity: Time series imputation for improved assessment of pesticide mixture toxicity and aquatic ecosystem risk. (draft). To be linked in UQ eSpace once published.
DOI: 10.3535/dvs-j03-1er
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jxb-yy2-9h0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cf7-3kb-se1
title: Symphalangus syndactylus (Raffles, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.aw94e3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizoporella japonica",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012587-250811113504898/datasets/export for details.
DOI: 10.3535/lh2-e97-wgf
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yfa-5qc-3vs
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1j1-jda-x05
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5nz-ctk-7rx
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ajk-kz9-pbc
title: Hystrix (Acanthion) javanica F. Cuvier, 1823

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2pe-dkc-1ms
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/daa-fxl-qpl
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ewd-wmp-5h6
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wa8-ns0-7hy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0d8-399-c37
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wnq-5tc-0v6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2gy-6lb-6k5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/570-0rm-b62
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpn-n9n-5vj
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4z9-h24-bpf
title: Rusa C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/847-wh8-tx0
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2c8-792-g8v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wpv-bc3-4rk
title: Sus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kdy-xc9-9yb
title: Pongo pygmaeus (Linnaeus, 1760)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r60-vxb-8t1
title: Hystrix Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ajq-zk3-75e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.