cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16874170
title: Evaluating rangeland condition using fine-scale remote sensing from unoccupied aerial vehicles

description: This repository contains drone data from vegetation surveys conducted in 2024 in the Kalahari savanna ecosystem of Botswana. Surveys were carried out at three 50 × 50 m areas of interest (AOI) representing high, medium, and low grazing intensity. To acquire RGB images for SfM canopy height modelling, we used a DJI Phantom 4 Pro drone. To capture spectral reflectance data, we used the DJI Phantom 4 Multispectral drone.

There are four main outputs for each survey:





SfM point cloud—Generated in Agisoft Metashape from RGB imagery, provided in .laz format, representing the full 3D structure of the surveyed area.




RGB orthomosaic—stitched from the same SfM process, using multiple overlapping RGB UAV images captured at a spatial grain of ca. 5 mm with 80 % front and side overlap.




Canopy height model (CHM)—generated in R from the SfM point cloud, showing vegetation height above ground level.




Multispectral orthomosaic—produced from multispectral imagery in Agisoft Metashape, including derived vegetation index layers.



A CSV file contains ground-measured above-ground biomass (g/m²) from 30 circular plots per site (33 cm radius). These measurements are labelled with the corresponding plot ID codes, plot coordinates, AOI, and dominant herbaceous species.

Please see the README file for further details on the data contents. For any queries on this dataset, please contact Alan Nare (a.dumezweni@exeter.ac.uk) and Andrew Cunliffe (A.Cunliffe@exeter.ac.uk).
DOI: 10.5281/zenodo.16874171
title: Evaluating rangeland condition using fine-scale remote sensing from unoccupied aerial vehicles

description: This repository contains drone data from vegetation surveys conducted in 2024 in the Kalahari savanna ecosystem of Botswana. Surveys were carried out at three 50 × 50 m areas of interest (AOI) representing high, medium, and low grazing intensity. To acquire RGB images for SfM canopy height modelling, we used a DJI Phantom 4 Pro drone. To capture spectral reflectance data, we used the DJI Phantom 4 Multispectral drone.

There are four main outputs for each survey:





SfM point cloud—Generated in Agisoft Metashape from RGB imagery, provided in .laz format, representing the full 3D structure of the surveyed area.




RGB orthomosaic—stitched from the same SfM process, using multiple overlapping RGB UAV images captured at a spatial grain of ca. 5 mm with 80 % front and side overlap.




Canopy height model (CHM)—generated in R from the SfM point cloud, showing vegetation height above ground level.




Multispectral orthomosaic—produced from multispectral imagery in Agisoft Metashape, including derived vegetation index layers.



A CSV file contains ground-measured above-ground biomass (g/m²) from 30 circular plots per site (33 cm radius). These measurements are labelled with the corresponding plot ID codes, plot coordinates, AOI, and dominant herbaceous species.

Please see the README file for further details on the data contents. For any queries on this dataset, please contact Alan Nare (a.dumezweni@exeter.ac.uk) and Andrew Cunliffe (A.Cunliffe@exeter.ac.uk).
DOI: 10.15468/dl.u6gd7h
title: Occurrence Download

description: A dataset containing 42292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 74.085278",
 "DecimalLatitude is less than or equal to 79.085278",
 "DecimalLongitude is greater than or equal to 15.0",
 "DecimalLongitude is less than or equal to 20.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 42292 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021809-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux9s5m
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agapetes inopinata, Agapetes lacei, Agapetes leucocarpa, Agapetes listeri, Agapetes malipoensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021810-251120083545085/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.30761072
title: Monthly data

description: Monthly data of precipitation, groundwater level, NEE of CO2 and CH4, and soil heterotrophic respiration (peat decomposition) across Sumatra, Borneo, and the Malay Peninsula between 2011 and 2020.
DOI: 10.6084/m9.figshare.30761072.v1
title: Monthly data

description: Monthly data of precipitation, groundwater level, NEE of CO2 and CH4, and soil heterotrophic respiration (peat decomposition) across Sumatra, Borneo, and the Malay Peninsula between 2011 and 2020.
DOI: 10.34856/eos-rs_202509_vietnam_north_central_typhoon_ragasa_floods
title: EOS-RS Flood Proxy Map: North Central, Vietnam, Floods, 25 Sep 2025

description: The Earth Observatory of Singapore - Remote Sensing Lab (EOS-RS) created this preliminary Flood Proxy Map (FPM) depicting areas that are likely flooded in North Central Vietnam, due to typhoon Ragasa. This map was derived from synthetic aperture radar (SAR) images acquired by the Copernicus Sentinel-1 satellite operated by the European Space Agency (ESA) before (22 May 2025 to 13 Sep 2025) and after (25 Sep 2025) the event.
DOI: 10.17026/ar/gjnpt1
title: PAN-00012504 - open plain arm ring with single knobbed terminals

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00012504&lt;/p&gt;
description: Modified: 2025-09-29T15:08:55+02:00
DOI: 10.58132/b9rice
title: Tracking time-varying signals with quantum-enhanced atomic magnetometers

description: Data used to generate figures for the publication "Tracking time-varying signals with quantum-enhanced atomic magnetometers" (https://arxiv.org/abs/arXiv:2503.14793).The dataset includes the numerical solution of stochastic differential equations modelling the evolution of the state of an optically-pumped atomic magnetometer whose state is estimated and controlled with a combination of an EKF+LQR. The numerical solution is performed for experimentally-realistic parameters, as described in detail in the manuscript.All simulations were performed using Julia Programming Language.Each zip file corresponds to a specific figure in the manuscript and contains .txt files with individual trajectories of physical quantities (e.g., spin components, variances, squeezing parameters, estimation errors). Folder and file names follow a consistent structure to reflect simulation parameters.A detailed description of all data structures, variables, and file contents is provided in the included in README.txt.
DOI: 10.15468/dl.cg8uqk
title: Occurrence Download

description: A dataset containing 496113111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.86511 6.30411,48.40513 6.30411,48.40513 49.19,-70.86511 49.19,-70.86511 6.30411))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 496113111 records from 33639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qthx95
title: Occurrence Download

description: A dataset containing 1399 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteronura brasiliensis Zimmermann, 1780"
 ]
}

 The dataset includes 1399 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195247-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/pev9m2
title: Mining Biological Interactions between Wild Bees and Potential Host Plants from Research Papers

description: Research papers are valuable sources of scientific knowledge. During the last decade, interest in the study of biological interactions has increased, and the specialized literature has grown remarkably, containing valuable ecological and geographic information. We introduce this dataset that focuses on Mexican wild bees and their interactions with potential host plants. This dataset integrates the information extracted from selected research papers and studies in a standardized way. This enables us to consolidate and analyze various information on these crucial ecological relationships. By incorporating data from various spatial scales, our dataset provides a comprehensive view of the biological interactions between wild bees and their host plants in Mexico.
DOI: 10.15468/dl.5mdehu
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Mikania micrantha Kunth"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051196-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdpekn
title: Occurrence Download

description: A dataset containing 1166 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blepharodon nitidum (Vell.) J.F.Macbr."
 ]
}

 The dataset includes 1166 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004763-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4th48h
title: Occurrence Download

description: A dataset containing 17826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 17826 records from 319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157603-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7g9489
title: Occurrence Download

description: A dataset containing 649840 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "Geometry POLYGON((-53.16901 -14.25255,-40.78125 -14.15039,-41.20203 -13.30317,-41.27454 -12.42493,-39.37446 -1.58025,-53.10106 -5.14355,-53.16901 -14.25255))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 649840 records from 273 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109665-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azewka
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus gyraudinii Steud."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157606-230224095556074/datasets/export for details.
DOI: 10.15468/dl.b88qmu
title: Occurrence Download

description: A dataset containing 313949 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is United States National Plant Germplasm System Collection"
 ]
}

 The dataset includes 313949 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004763-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.262gd5
title: Occurrence Download

description: A dataset containing 242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trimorphodon biscutatus (Duméril, Bibron & Duméril, 1854)",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 242 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109685-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4ex6d
title: Occurrence Download

description: A dataset containing 1320 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Time series of zooplankton abundance in the Florida Keys, collected by the South Florida Program (NOAA/AOML) and the Marine Biodiversity Observation Network (MBON)"
 ]
}

 The dataset includes 1320 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157610-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.l49gdd
title: Occurrence Download

description: A dataset containing 44536 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Comoros"
 ]
}

 The dataset includes 44536 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004764-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lpbm9g
title: Occurrence Download

description: A dataset containing 11270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triodanis perfoliata (L.) Nieuwl."
 ]
}

 The dataset includes 11270 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003256-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg8nnt
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.83397 2.43386,-75.97568 1.54178,-74.19043 3.87356,-74.08744 5.27664,-73.53813 6.50603,-73.29781 7.63034,-73.5038 8.92133,-74.1561 10.10638,-75.42637 9.70054,-74.43075 7.86847,-75.90701 3.7708,-76.83397 2.43386))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)",
 "Year 1990-2023"
 ]
}

 The dataset includes 152 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033762-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyy6qk
title: Occurrence Download

description: A dataset containing 13480 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvelinus alpinus (Linnaeus, 1758)"
 ]
}

 The dataset includes 13480 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004764-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjgh33
title: Occurrence Download

description: A dataset containing 15960 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus haspan L."
 ]
}

 The dataset includes 15960 records from 469 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157619-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7wgvm
title: Occurrence Download

description: A dataset containing 58882 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rangifer tarandus (Linnaeus, 1758)"
 ]
}

 The dataset includes 58882 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337971-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cehwz
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Paspalum conjugatum P.J.Bergius"
 ]
}

 The dataset includes 61 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157183-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukk84u
title: Occurrence Download

description: A dataset containing 173461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "TaxonKey is Cirsium arvense (L.) Scop."
 ]
}

 The dataset includes 173461 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071862-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbvh5x
title: Occurrence Download

description: A dataset containing 9746 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 Psilopogon mystacophanos (Temminck, 1824)"
 ]
}

 The dataset includes 9746 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039368-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7tmts
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pohlia drummondii (Müll.Hal.) A.L.Andrews",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408885-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6nzgg
title: Occurrence Download

description: A dataset containing 230 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 Symposiachrus sacerdotum (Mees, 1973)"
 ]
}

 The dataset includes 230 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039396-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cjvc7
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Varecia variegata (Kerr, 1792)"
 ]
}

 The dataset includes 954 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0117435-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fvwhg
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conepatus semistriatus (Boddaert, 1785)",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 176 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008368-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axgqu6
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uromyrtus archboldiana (Merr. & L.M.Perry) A.J.Scott"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0130360-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtxv4a
title: Occurrence Download

description: A dataset containing 1549 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 Emoia atrocostata (Lesson, 1830)"
 ]
}

 The dataset includes 1549 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039367-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvmz7p
title: Occurrence Download

description: A dataset containing 637073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mustelidae"
 ]
}

 The dataset includes 637073 records from 832 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008368-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7swxde
title: Occurrence Download

description: A dataset containing 5282821 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Peru"
 ]
}

 The dataset includes 5282821 records from 1632 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108924-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wzdgc
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "TaxonKey is Cecropia pachystachya Trécul"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0115821-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk5zyh
title: Occurrence Download

description: A dataset containing 730 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ratufa affinis (Raffles, 1821)"
 ]
}

 The dataset includes 730 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0245348-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.