cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7fs24d
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Darevskia uzzelli (Darevsky & Danielyan, 1977)"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007548-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qelqou
title: Occurrence Download

description: A dataset containing 695 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neodrepanis coruscans Sharpe, 1875"
 ]
}

 The dataset includes 695 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031771-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2745w
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aconitum karakolicum Rapaics"
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046220-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7hk8b
title: Occurrence Download

description: A dataset containing 3689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis Vahl",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 3689 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159716-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2s8sn
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geissorhiza humilis (Thunb.) Ker Gawl."
 ]
}

 The dataset includes 95 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011330-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqs3rn
title: Occurrence Download

description: A dataset containing 634192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "DatasetKey is Lund University Biological Museum - Botanical collection (LD)"
 ]
}

 The dataset includes 634192 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031772-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mef75f
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eriocaulon echinulatum Mart."
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148596-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfu3z9
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Metabolus rugensis (Hombron & Jacquinot, 1841)"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007418-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emqomh
title: Occurrence Download

description: A dataset containing 517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-50.64369 -17.89383,-44.12952 -17.89383,-44.12952 -13.8449,-50.64369 -13.8449,-50.64369 -17.89383))",
 "HasCoordinate is true",
 "TaxonKey is Melipona Illiger, 1806",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 517 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031773-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.apdbsm
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptographium wingfieldii M.Morelet",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0393341-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psb79k
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Veles binotatus (Bonaparte, 1850)"
 ]
}

 The dataset includes 436 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011343-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cr8vt
title: Occurrence Download

description: A dataset containing 9867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "TaxonKey is Armadillidium vulgare (Latreille, 1804)",
 "Year 1990-2021"
 ]
}

 The dataset includes 9867 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148597-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tc5kvs
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton",
 "Country is Mexico",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 39 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031774-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu684j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus dalbertisii King"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007421-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ufttm
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Ammothella Verrill, 1900"
 ]
}

 The dataset's 4 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0181530-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ouznqk
title: Occurrence Download

description: A dataset containing 5420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monotropa uniflora L."
 ]
}

 The dataset includes 5420 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031775-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksilb7
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Parkia singularis Miq."
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031775-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhvkbn
title: Occurrence Download

description: A dataset containing 39291719 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is ESP"
 ]
}

 The dataset includes 39291719 records from 1067 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0148600-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3tjen
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "StateProvince is one of (Karnataka, Maharashtra, Telangana, Andhra Pradesh)",
 "TaxonKey is Melanophidium khairei"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004293-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5523/bris.1s64od3yuijkl2p13jppd2abw0
title: Parental provisioning in an urban apex predator

description: Data to accompany the paper by Drewitt et al., Parental provisioning in an urban apex predator. In the journal Ecology & Evolution
DOI: 10.6084/m9.figshare.30464651
title: data forEffects of hummock-hollow microtopography on CO2 and CH4 emissions from sedge peatlands in the Changbai Mountains, Northeast China

description: This dataset supports the study <i>“Microtopographic controls on CO₂ and CH₄ emissions in a sedge peatland of the Changbai Mountains, China.”</i><br>It contains field measurements of CO₂ and CH₄ fluxes, soil temperature, water table depth, and soil physicochemical properties collected from 2017 to 2020 in a sedge (Carex schmidtii) peatland. The data were used to assess how hummock–hollow microtopography influences greenhouse gas emissions and carbon cycling.<br>The dataset can be used for peatland carbon flux modeling, validation of process-based models, and comparative studies of microtopographic effects on GHG dynamics.
DOI: 10.6084/m9.figshare.30464651.v1
title: data forEffects of hummock-hollow microtopography on CO2 and CH4 emissions from sedge peatlands in the Changbai Mountains, Northeast China

description: This dataset supports the study <i>“Microtopographic controls on CO₂ and CH₄ emissions in a sedge peatland of the Changbai Mountains, China.”</i><br>It contains field measurements of CO₂ and CH₄ fluxes, soil temperature, water table depth, and soil physicochemical properties collected from 2017 to 2020 in a sedge (Carex schmidtii) peatland. The data were used to assess how hummock–hollow microtopography influences greenhouse gas emissions and carbon cycling.<br>The dataset can be used for peatland carbon flux modeling, validation of process-based models, and comparative studies of microtopographic effects on GHG dynamics.
DOI: 10.5281/zenodo.15380929
title: Automated Rhinoceros Detection in Satellite Imagery using Deep Learning Dataset

description: This repository contains a dataset of satellite images for white rhino (Ceratotherium simum simum) detection. The dataset was released in “Automated Rhinoceros Detection in Satellite Imagery using Deep Learning” Scientific Reports. The dataset consists of 512x512 sub-images extracted from World-View-3 satellite images (c) Maxar Technology acquired between 2015 and 2022 in a rhino farm in South Africa. Each sub-image is manually labelled with bounding boxes around individual rhinos. – Real_Labels.zip

The repository also contains synthetic labels generated with Blend library – SyntheticLabel.zip. 

Both types of labels are stored in text files with the same name as the corresponding image files and have the following format: label  xmin ymin width height. Label is 0 for all detections as only one class ‘rhino’ is present. xmin, ymin, width, height are relative to the image width and height, i.e. to know the pixel coordinates one needs to multiply them by image width or height: e.g., xmin_pixel = xmin * image_width, ymin_pixel = ymin * image_height.

Textures.zip contains the set of background images extracted from the original TIF files. These textures were used as environmental backdrops in the generation of synthetic data.

blend_scene.blend11 is the accompanying Blender project file. It includes the full procedural setup for synthetic image creation, specifically:





Random placement of rhino models within each scene,




Randomized background selection from the provided textures, and




Rendering scripts for generating the final synthetic imagery.



Together, these files document both the source textures and the reproducible Blender workflow used to generate the synthetic dataset.

The elephant data can be found here.

 How to cite:

I. Duporge, X. Lin, A. Palnitkar, A. Suresh, O. Isupova, D. Rubenstein, and J. Y. Aloimonos. 2025. Automated Rhinoceros Detection in Satellite Imagery using Deep Learning. Scientific Reports.”
DOI: 10.5281/zenodo.14810567
title: Seismogenic structures and fault complexity along the southwestern boundary of the Sichuan-Yunnan block revealed by dense array observations

description: The dataset includes a catalog of precisely relocated earthquakes, a list of focal mechanism solutions, a station information list, and waveform data for focal mechanism solutions. The latest version can be found at https://zenodo.org/records/15192629.
DOI: 10.5281/zenodo.14810568
title: Seismogenic structures and fault complexity along the southwestern boundary of the Sichuan-Yunnan block revealed by dense array observations

description: The dataset includes a catalog of precisely relocated earthquakes, a list of focal mechanism solutions, a station information list, and waveform data for focal mechanism solutions. The latest version can be found at https://zenodo.org/records/15192629.
DOI: 10.15468/dl.ustvvg
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla chiloensis (L.) Mabb."
 ]
}

 The dataset includes 58 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021134-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111316563
title: Proto-Cuneiform Tablet, CUN.000115

description: [Text Description:] Proto-Cuneiform Tablet ❧ [Text or Publication Number Note:] CUN.000115 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.gbbb7a
title: Occurrence Download

description: A dataset containing 360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "HasCoordinate is true",
 "TaxonKey is Scopula frigidaria (Möschler, 1860)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 360 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000106-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111316544
title: Proto-Cuneiform Tablet, CUN.000115

description: [Text Description:] Proto-Cuneiform Tablet ❧ [Text or Publication Number Note:] CUN.000115 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.ti6uzq
title: Occurrence Download

description: A dataset containing 51367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-81.27903 35.12547,-81.01757 35.11698,-81.01582 35.30216,-81.2772 35.31223,-81.27903 35.12547))",
 "HasCoordinate is true",
 "TaxonKey is Aves",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51367 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000112-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111316545
title: Proto-Cuneiform Tablet, CUN.000115

description: [Text Description:] Proto-Cuneiform Tablet ❧ [Text or Publication Number Note:] CUN.000115 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script
DOI: 10.15468/dl.yhiqh1
title: Occurrence Download

description: A dataset containing 22203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "TaxonKey is Abies Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 22203 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002463-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111359177
title: Persepolis Fortification Elamite Tablet 1290.102, Fort 1290.102

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 1290.102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge. ❧ [Physical Object Note:] Left edge broken off, part of bottom edge. Top left of reverse broken off. ❧ [Physical Object Note:] Two tablets joined together: Fort 2177.101 is right half; Fort 1290.102 is left half.
DOI: 10.25549/inscriptifact-ouc111359181
title: Persepolis Fortification Elamite Tablet 1290.102, Fort 1290.102

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 1290.102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge. ❧ [Physical Object Note:] Left edge broken off, part of bottom edge. Top left of reverse broken off. ❧ [Physical Object Note:] Two tablets joined together: Fort 2177.101 is right half; Fort 1290.102 is left half.
DOI: 10.15468/dl.4nxnf1
title: Occurrence Download

description: A dataset containing 896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kunzea parvifolia Schauer",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 896 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045688-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111359226
title: Persepolis Fortification Elamite Tablet 1290.102, Fort 1290.102

description: [Text Description:] Administrative text ❧ [Text or Publication Number Note:] Fort 1290.102 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Clay tablet with cuneiform text. Seal impression on upper edge. ❧ [Physical Object Note:] Left edge broken off, part of bottom edge. Top left of reverse broken off. ❧ [Physical Object Note:] Two tablets joined together: Fort 2177.101 is right half; Fort 1290.102 is left half.
DOI: 10.15468/dl.abavdn
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carduelis uropygialis (P.L.Sclater, 1862)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001786-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17031/664342f36f30d
title: 2022-2024 FISP: Ecosystem Benefits of UK Oyster Aquaculture Sites Mumbles 2023 Underwater Imagery Survey

description: As part of the Fisheries Industry Science Partnerships (FISP) project ‘Ecosystem Benefits of UK Oyster Aquaculture Sites’, project partners Tethys Oysters Ltd. / Atlantic Edge Oysters Ltd., Envision Marine Ltd. and the University of Essex have collaborated in a research project to determine ecosystem benefits provided by oyster aquaculture by measuring biodiversity and denitrification activity at a variety of sites in England and Wales. Surveys were undertaken by ENVISION in 2023 to measure the biodiversity associated with three oyster farms and one naturalised rock oyster reef in comparison to control sites with similar environmental conditions, as well as ecosystem function (nitrification/denitrification activity) at these sites. Recognising the importance of conservation and restoration of native oyster populations, surveys were also carried out in 2022 and 2023 to measure oyster abundance and associated biodiversity at an historic native oyster site, commercially restocked with native oysters in 2021. Survey works included recording of underwater imagery, sediment sampling, oyster dredging and ecosystem function sampling. Underwater camera systems were used to record the diversity of biota around the oysters during submersion. Sediment samples were taken for measurement of diversity of macrofauna, particle size distribution and total organic carbon, and the ecosystem function testing involved sampling of sediment and swabs of oysters/hard surfaces to determine the abundance and activity of denitrifying/nitrifying microorganisms on oyster site substrates, through genomic analysis. The results of the denitrification and biodiversity services provided by oyster aquaculture were communicated to consumers, industry and decision makers to increase understanding and promote awareness of the ecosystem benefits provided by aquaculture.