cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/inscriptifact-ouc112020842
title: Cuneiform Tablet 1913.14.1501, Spurlock 1913.14.1501

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1501; CDLI P421353 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) Grayish Reddish Orange (10R 5/6) Medium Gray (N 6/ 30.0% R) ❧ [Physical Object Note:] 6.8 x 4.8 x 2 cm (61g)
DOI: 10.15468/dl.qgjx8a
title: Occurrence Download

description: A dataset containing 8449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mollusca",
 "DatasetKey is SER Species-based Surveys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 8449 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0214553-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112045343
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.vgbnd7
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.91353 -26.31981,153.91353 -26.31981,153.91353 37.31981,-4.91353 37.31981,-4.91353 -26.31981))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Miniopterus pusillus Dobson, 1876"
 ]
}

 The dataset includes 64 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178494-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pk57h
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Noturus fasciatus Burr, Eisenhour & Grady, 2005"
 ]
}

 The dataset includes 121 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322744-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n26u2h
title: Occurrence Download

description: A dataset containing 404 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeschynomene nivea Brandegee"
 ]
}

 The dataset includes 404 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145191-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112045344
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.25549/inscriptifact-ouc112045388
title: Cuneiform Tablet 1913.14.0169, Spurlock 1913.14.0169

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0169; CDLI P420550 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Brownish Pink (5YR 8/3) ❧ [Physical Object Note:] 7.5 x 4.5 x 2.3 cm (82g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.34hrhr
title: Occurrence Download

description: A dataset containing 908657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fraxinus excelsior L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 908657 records from 1800 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032185-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/1tf-s0r-hwc
title: Pleopeltis remota (Desv.) A. R. Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/289-dxy-gf7
title: Asperugo procumbens L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7cp-yhe-bnj
title: Campyloneurum macrosorum Fée

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/eqs-jec-tzf
title: Campyloneurum macrosorum Fée

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zxp-kb6-hvy
title: Pleopeltis remota (Desv.) A. R. Sm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jzb-vaa-zf6
title: Cynophalla heterophylla (Ruiz & Pav. ex DC.) Iltis & Cornejo

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/w7w-7bx-6qq
title: Libinhania balfourii (F. Vierh.) N. Kilian, Galbany, Oberpr. & A. G. Mill.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.10907023
title: Dataset: Drone-Related Transfer Function

description: This dataset is the supplementary .mat files for the journal "Drone Audition: On Measurements and Modeling of Drone-Related Transfer Functions" accepted to IEEE Transactions on Audio, Speech and Language Processing 2024.

Link: https://ieeexplore.ieee.org/abstract/document/10971256

Measurement_Grid.mat: The measurement grid of the experimental setup

DRTF_Meausrements.mat: The processed IR measurements
DOI: 10.5281/zenodo.10907024
title: Dataset: Drone-Related Transfer Function

description: This dataset is the supplementary .mat files for the journal "Drone Audition: On Measurements and Modeling of Drone-Related Transfer Functions" accepted to IEEE Transactions on Audio, Speech and Language Processing 2024.

Link: https://ieeexplore.ieee.org/abstract/document/10971256

Measurement_Grid.mat: The measurement grid of the experimental setup

DRTF_Meausrements.mat: The processed IR measurements
DOI: 10.48610/a2ecf22
title: The unrealised potential of agroforestry (Processed maps GHA 2022 all exports)

description: This dataset is part of a larger collection supporting the analysis in Becker et al., Nature Sustainability (2025) on the climate mitigation potential of cocoa agroforestry in West Africa. The full dataset is published via UQ eSpace as a series of interlinked records, each representing a different stage of the research workflow—from raw imagery to processed data products and analysis code.

This subset contains processed drone-derived map exports, including orthomosaics, digital surface models (DSM), digital terrain models (DTM), and vegetation height maps. These layers were derived from aerial imagery captured by drones during field surveys conducted across cocoa farms in Ghana in 2022. Vegetation height was calculated by subtracting the DTM from the DSM, providing spatially explicit estimates of canopy height across surveyed farms.
DOI: 10.15468/dl.29uacu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Washingtonia robusta",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030550-250717081556266/datasets/export for details.
DOI: 10.15468/dl.fddp93
title: Occurrence Download

description: A dataset containing 3287 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium album",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3287 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030549-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59syy5
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypoxis kilimanjarica",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030552-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsmdng
title: Occurrence Download

description: A dataset containing 5713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erynnis tages"
 ]
}

 The dataset includes 5713 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030551-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb4az4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-65.76206 65.74788,-65.79998 65.73959,-65.81815 65.7243,-65.836 65.71792,-65.86914 65.71888,-65.87934 65.69529,-65.81751 65.66438,-65.77417 65.67458,-65.75919 65.71091,-65.76206 65.74788))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030553-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/ee5999e
title: The unrealised potential of agroforestry (Raw drone images GHA 2022 Part A)

description: This dataset is part of a larger collection accompanying the analysis presented in “The unrealized potential of agroforestry for an emissions-intensive agricultural commodity” (Becker et al., Nature Sustainability, 2025). The full dataset has been published via UQ eSpace as a series of interlinked records, each representing a different stage of the research workflow—from raw imagery to processed data products and analysis code.

This subset (Part A) includes imagery from farms P01 to P70, collected in 2022 as part of a stratified sampling design in Ghana. It is one of several folders containing raw drone imagery—unprocessed aerial photographs (JPEGs)—captured during field surveys across cocoa farms in Ghana between 2021 and 2022.

These images were collected as part of a broader effort to map shade-tree cover and aboveground biomass using drone-based ground-truth data and machine learning. The raw images in this folder served as the basis for generating orthomosaics, digital surface models, digital terrain models, and vegetation height estimates.
DOI: 10.34965/i53343
title: 20244044
DOI: 10.15468/dl.x88xs6
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium album",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030555-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkdecq
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemisia jacutica",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 200 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030556-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efssd4
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium album",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 118 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030558-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.956cfb
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Washingtonia robusta",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 132 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030554-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43ufym
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Washingtonia robusta",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030557-250717081556266/datasets/export for details.
DOI: 10.48610/9301d6b
title: The unrealised potential of agroforestry (Raw drone images & polygons CIV Abengourou)

description: This dataset is part of a larger collection accompanying the analysis presented in “The unrealized potential of agroforestry for an emissions-intensive agricultural commodity” (Becker et al., Nature Sustainability, 2025). The full dataset has been published via UQ eSpace as a series of interlinked records, each representing a different stage of the research workflow—from raw imagery to processed data products and analysis code.

This subset contains raw drone imagery—unprocessed aerial photographs (JPEGs)—collected during field surveys in the Abengourou area of eastern Côte d’Ivoire. Drone flights were conducted across cocoa farms in this region in 2021, as part of a broader effort to map shade-tree cover using drone-based ground-truth data and machine learning.

The images in this folder served as the basis for generating orthomosaics, digital surface models, digital terrain models, and vegetation height estimates. Fieldwork in Abengourou was carried out in collaboration with the Sustainable Cocoa Initiative Support Programme (SCISP) and the Sustainable Agricultural Supply Chains Initiative (SASI, formerly INA) of the German Development Agency (GIZ).
DOI: 10.15468/dl.cqzj24
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aristea alata",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 45 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030559-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/0e1fdd6
title: The unrealised potential of agroforestry (Raw drone images GHA 2021 Part F)

description: This dataset is part of a larger collection accompanying the analysis presented in “The unrealized potential of agroforestry for an emissions-intensive agricultural commodity” (Becker et al., Nature Sustainability, 2025). The full dataset has been published via UQ eSpace as a series of interlinked records, each representing a different stage of the research workflow—from raw imagery to processed data products and analysis code.

This subset (Part F) includes imagery from farms F401 to F442, collected in 2021 as part of a stratified sampling design in Ghana. It is one of several folders containing raw drone imagery—unprocessed aerial photographs (JPEGs)—captured during field surveys across cocoa farms in Ghana between 2021 and 2022.

These images were collected as part of a broader effort to map shade-tree cover and aboveground biomass using drone-based ground-truth data and machine learning. The raw images in this folder served as the basis for generating orthomosaics, digital surface models, digital terrain models, and vegetation height estimates.
DOI: 10.15468/dl.p5py5f
title: Occurrence Download

description: A dataset containing 1642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea stoebe",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1642 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030561-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g9vau
title: Occurrence Download

description: A dataset containing 11597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea stoebe",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11597 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030562-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zvpmy
title: Occurrence Download

description: A dataset containing 1635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euphydryas aurinia"
 ]
}

 The dataset includes 1635 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030560-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxqw7g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Washingtonia robusta",
 "Country is Iraq",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030564-250717081556266/datasets/export for details.
DOI: 10.48610/abfae39
title: The unrealised potential of agroforestry (Raw drone images GHA 2021 Part E)

description: This dataset is part of a larger collection accompanying the analysis presented in “The unrealized potential of agroforestry for an emissions-intensive agricultural commodity” (Becker et al., Nature Sustainability, 2025). The full dataset has been published via UQ eSpace as a series of interlinked records, each representing a different stage of the research workflow—from raw imagery to processed data products and analysis code.

This subset (Part E) includes imagery from farms F291 to F400, collected in 2021 as part of a stratified sampling design in Ghana. It is one of several folders containing raw drone imagery—unprocessed aerial photographs (JPEGs)—captured during field surveys across cocoa farms in Ghana between 2021 and 2022.

These images were collected as part of a broader effort to map shade-tree cover and aboveground biomass using drone-based ground-truth data and machine learning. The raw images in this folder served as the basis for generating orthomosaics, digital surface models, digital terrain models, and vegetation height estimates.
DOI: 10.18739/a2h41jp5k
title: Pebble Count Dataset, Canning River, Alaska, 2022 - 2024

description: The Canning River, Alaska (AK) runs from the Brooks Range to the Beaufort Sea, transporting gravel-sized sediment along its bed. Unlike rivers in temperate regions, the Canning is subject to periglacial processes, such as thermal erosion of river banks and the annual growth and break up of river ice. Due to a lack of field data, it is unclear when, and how much of, this gravel moves down the river. We measured the grain size distributions of fluvial gravel to characterize thresholds for sediment transport. This data can be used to model sediment transport, identify spatial patterns in thresholds, and compare grain size distributions to other rivers.
 We performed 19 pebble counts to characterize the grain size distributions of fluvial gravel deposits in the Canning River, AK. Pebble counts consisted of manually measuring the b-axis diameter of approximately 100 clasts per count, and recording these values, and computing statistics, including D50, D90, and percent sand. We carried out these pebble counts during field surveys completed in the summers of 2022, 2023, and 2024. We focused on 8 survey sites in the Caning River, from its tributaries in the Brooks Range and Sadlerochit foothills to its delta on coastal plain.
DOI: 10.15468/dl.2swebq
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium album",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030563-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48610/6199f9b
title: The unrealised potential of agroforestry (Raw drone images GHA 2022 High Shade Part B)

description: This dataset is part of a larger collection accompanying the analysis presented in “The unrealized potential of agroforestry for an emissions-intensive agricultural commodity” (Becker et al., Nature Sustainability, 2025). The full dataset has been published via UQ eSpace as a series of interlinked records, each representing a different stage of the research workflow—from raw imagery to processed data products and analysis code.

This subset (High Shade Part B) includes imagery from farms H68 to H136, collected in 2022 in Ghana. These farms were not selected using the original stratified sampling design, but were instead targeted specifically for their higher shade levels. It is one of several folders containing raw drone imagery—unprocessed aerial photographs (JPEGs)—captured during field surveys across cocoa farms in Ghana between 2021 and 2022.

These images were collected as part of a broader effort to map shade-tree cover and aboveground biomass using drone-based ground-truth data and machine learning. The raw images in this folder served as the basis for generating orthomosaics, digital surface models, digital terrain models, and vegetation height estimates.