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

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Cophyla barbouri)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082035-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.17299777
title: Original data of a53x2 design (part II/III)

description: This is the second part of the raw data of the input features for a53x2 design in our training set. The raw data are obtained directly from EDA tools and have been sanitized to comply with NDA.
DOI: 10.5281/zenodo.17299778
title: Original data of a53x2 design (part II/III)

description: This is the second part of the raw data of the input features for a53x2 design in our training set. The raw data are obtained directly from EDA tools and have been sanitized to comply with NDA.
DOI: 10.3535/bwy-2y6-926
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mq7-z7g-8fw
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hhh-yak-xtx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4q4-bb6-rre
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ar5-ske-wf2
title: Strix Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3r0-0n9-44l
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpx-1nn-q07
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fae-pmc-wvd
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xky-wns-dwh
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cqn-9x3-zzv
title: Thomasomys Coues, 1884

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mxq-134-y53
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s64-ed2-mm1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37f-59f-pkv
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y6k-xdp-dpl
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wy6-wc3-vw0
title: Canis lupus familiaris Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4k8-arf-lpj
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5y3-lzz-f3j
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02h-9v0-1xm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7m4-rlh-mnz
title: †Eosphaeroma Woodward, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/853-jrk-s9v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a5b-nqk-bkj
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kgt-ac6-9k8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yk2-l5n-7ft
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gr1-rvt-yzd
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x44-0dt-29x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f8a-76m-pva
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mv1-kk6-9jn
title: Odontaspis

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1xj-3c9-wad
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j9k-cs1-p2h
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wr4-m6d-wgq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1qx-nwm-bzg
title: Cervus elaphus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n22-jf1-p4f
title: Ardea cinerea Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29939690
title: UAV Thermal Dataset for Wildlife Detection: Focusing on Koala

description: <b>Dataset Description</b>This dataset contains <b>thermal drone imagery of koalas</b>, collected in dense eucalyptus forest environments in Australia. Images were captured at a resolution of <b>640×512 pixels</b> using drone-mounted thermal sensors, designed to address the challenges of ecological monitoring under canopy cover and low-contrast conditions.The dataset includes <b>4,277 training images</b> and <b>1,252 validation images</b>, annotated across two categories:<b>Koala</b> – confirmed thermal detections of koalas.<b>Non-Koala</b> – other heat signatures (e.g., vegetation, branches, or other non-target animals).Annotations are provided in both <b>YOLO </b><code><strong>.txt</strong></code><b> format</b> and <b>COCO-style </b><code><strong>.json</strong></code><b> format</b>, ensuring compatibility with widely used object detection frameworks such as <b>YOLOv5/YOLOv8, MMDetection, and Detectron2</b>.<br><b>Folder Structure</b><pre>Koala/<br>├── images/ # Thermal drone image frames<br>├── annotations_yolo/ # YOLO-format annotations<br>├── annotations_coco/ # COCO-style JSON annotations<br>├── README_Koala.md # Dataset-specific documentation<br><br><b>Annotation Details</b></pre><b>YOLO Format:</b> <code>[class_id x_center y_center width height]</code> with all coordinates normalized to image size.<b>COCO Format:</b> Standard <code>images</code>, <code>annotations</code>, and <code>categories</code> fields compatible with <b>pycocotools</b> and other libraries.<b>Potential Applications</b><b>Wildlife monitoring and conservation</b> – improving automated detection of koalas for ecological studies.<b>Small object detection in thermal UAV imagery</b> – benchmarking object detection under canopy occlusion.<b>Model generalization studies</b> – evaluating transferability and domain adaptation for thermal datasets.<b>AI for conservation</b> – supporting tools to aid field researchers in real-time koala population surveys.<br>
DOI: 10.3535/h2l-kee-2wg
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szx-02x-0m8
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29939690.v1
title: UAV Thermal Dataset for Wildlife Detection: Focusing on Koala

description: <b>Dataset Description</b>This dataset contains <b>thermal drone imagery of koalas</b>, collected in dense eucalyptus forest environments in Australia. Images were captured at a resolution of <b>640×512 pixels</b> using drone-mounted thermal sensors, designed to address the challenges of ecological monitoring under canopy cover and low-contrast conditions.The dataset includes <b>4,277 training images</b> and <b>1,252 validation images</b>, annotated across two categories:<b>Koala</b> – confirmed thermal detections of koalas.<b>Non-Koala</b> – other heat signatures (e.g., vegetation, branches, or other non-target animals).Annotations are provided in both <b>YOLO </b><code><strong>.txt</strong></code><b> format</b> and <b>COCO-style </b><code><strong>.json</strong></code><b> format</b>, ensuring compatibility with widely used object detection frameworks such as <b>YOLOv5/YOLOv8, MMDetection, and Detectron2</b>.<br><b>Folder Structure</b><pre>Koala/<br>├── images/ # Thermal drone image frames<br>├── annotations_yolo/ # YOLO-format annotations<br>├── annotations_coco/ # COCO-style JSON annotations<br>├── README_Koala.md # Dataset-specific documentation<br><br><b>Annotation Details</b></pre><b>YOLO Format:</b> <code>[class_id x_center y_center width height]</code> with all coordinates normalized to image size.<b>COCO Format:</b> Standard <code>images</code>, <code>annotations</code>, and <code>categories</code> fields compatible with <b>pycocotools</b> and other libraries.<b>Potential Applications</b><b>Wildlife monitoring and conservation</b> – improving automated detection of koalas for ecological studies.<b>Small object detection in thermal UAV imagery</b> – benchmarking object detection under canopy occlusion.<b>Model generalization studies</b> – evaluating transferability and domain adaptation for thermal datasets.<b>AI for conservation</b> – supporting tools to aid field researchers in real-time koala population surveys.<br>
DOI: 10.3535/tsr-xxj-na7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7wr-1aw-58j
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1e-n44-wd3
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fdt-368-6f1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jpl-602-wbs
title: †Prolagus Pomel, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1et-1ar-4js
title: Cidaris Leske, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mlj-hss-t7f
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qby-h4e-3jz
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15333293
title: THE ROLE AND WORKS OF MUHAMMAD SAID RAMADAN AL-BOUTI IN THE DEVELOPMENT OF CONTEMPORARY ISLAMIC KNOWLEDGE
DOI: 10.5281/zenodo.15333294
title: THE ROLE AND WORKS OF MUHAMMAD SAID RAMADAN AL-BOUTI IN THE DEVELOPMENT OF CONTEMPORARY ISLAMIC KNOWLEDGE
DOI: 10.57830/2287439
title: Southeast Coast Network Vegetation Monitoring Resource Briefs 2021-2024

description: Summary of  annual vegetation monitoring at Southeast Coast Network Parks
DOI: 10.15468/dl.c9kc5m
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydnellum caeruleum (Hornem.) P.Karst.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 225 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013254-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8e6y8y
title: Occurrence Download

description: A dataset containing 2111 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)"
 ]
 }
 },
 "TaxonKey is Biarum Schott"
 ]
}

 The dataset includes 2111 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013253-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cx2esq
title: Occurrence Download

description: A dataset containing 1687472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((71 33,98 33,98 51,71 51,71 33))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1687472 records from 1002 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013188-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ww87ew
title: Occurrence Download

description: A dataset containing 10628 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)"
 ]
 }
 },
 "TaxonKey is Bifora Hoffm."
 ]
}

 The dataset includes 10628 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013259-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyxrxt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heteromorpha arborescens (Thunb.) Cham. & Schltdl."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013261-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpv47v
title: Occurrence Download

description: A dataset containing 9596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Bruniaceae"
 ]
}

 The dataset includes 9596 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013260-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyy69x
title: Occurrence Download

description: A dataset containing 5760 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Brunelliaceae"
 ]
}

 The dataset includes 5760 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013258-250426092105405/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.28685312.v36
title: Supplementary Material for: Evidence on protective factors for dementia and cognitive impairment in older adults: an umbrella review

description: Introduction: Dementia represents a global public health challenge, and no conclusive evidence exists on how to prevent its onset or at least reduce the risk. This umbrella review aims to identify interventions or exposures that can reduce the incidence of dementia or cognitive impairment.
Methods: A search of meta-analyses and systematic reviews published from 2018 to 2025 (January) was conducted across four databases. Articles assessing associations between interventions or exposures to protective factors and incidence of dementia or cognitive decline in non-demented older adults were selected.
Results: Out of 6,324 articles, 177 underwent full-text screening, and 17 were included. They showed that psychosocial factors (social engagement, purpose in life, life satisfaction, and cognitive reserve) and influenza vaccination protect against dementia. Evidence on antihypertensives is promising, while evidence on low-dose aspirin is promising yet inconclusive. No clear results emerged for both single- and multi-domain lifestyle interventions.
Conclusions: These results offer new insight on potential targets for dementia prevention, a global public health priority. In particular, favorable psychosocial factors and influenza vaccination, undervalued in the scientific debate on dementia prevention, emerged as promising and feasible targets for preventive initiatives. Future research should focus on fine-tuning interventions to promote brain health, exploring their underlying mechanisms, and developing targeted and personalized strategies for specific population subgroups.
DOI: 10.15468/dl.pkt3f6
title: Occurrence Download

description: A dataset containing 3348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stellaria alsine Grimm",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3348 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013262-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gud2f3
title: Occurrence Download

description: A dataset containing 15930 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agaricostilbomycetes"
 ]
}

 The dataset includes 15930 records from 249 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010809-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11582/2017.00015
title: The climatic mass balance of Svalbard glaciers: a 10-year simulation with a coupled atmosphere–glacier mass balance model

description: This dataset contains results from a high-resolution simulation with a coupled atmosphere-glacier mass balance model. The modelling system consists of the fully dynamical WRF (v.3.6.1) coupled to the Climatic Mass Balance model (CMB). Hourly output of all surface mass balance and surface energy balance fluxes, as well as a large set of other surface variables, are included at 3 km resolution, from September 2003 to November 2013. The results compare well with a large set of surface meteorological and glacier mass balance measurements (see publication for details). This dataset might serve as a high-resolution reanalysis for Svalbard, which can be used for a wide range of applications.
DOI: 10.11582/2017.00014
title: A Tiling Approach to Represent Subgrid Snow Variability in Coupled Land Surface–Atmosphere Models

description: This dataset contains results from WRF3.6.1 with and without sub-grid snow tiling, described in paper: 10.1175/JHM-D-16-0026.1. The simulations cover southern Norway with a resolution of 3 km from September 2011 to September 2012. Only surface variables are included from the full year, whereas the full atmosphere is included from spring and summer. See README file included in the dataset for more details.
DOI: 10.11582/2017.00013
title: Effects of shrub cover increase on the near surface atmosphere in northern Fennoscandia

description: The dataset is produced using the WRF model with the NOAH lad suface model to investigate the effects of shrub expansion on the near surface atmosphere in northern Fennoscandia. The data consist of a reference simulation and two simulations where the shrub cover has been perturbed/expanded. The simulations are further described in the paper (DOI: http://dx.doi.org/10.5194/bg-2016-373). The data consists of the WRF output used for analysis int he paper.
DOI: 10.11582/2017.00012
title: WIFAR/UNDER-ICE acoustic recording in the Marginal Ice Zone

description: WIFAR/UNDER-ICE acoustic recording from an integrated ice station in the Fram Strait marginal ice zone in 2012.
DOI: 10.11582/2017.00007
title: A tale of two damaging convective storms during the record-breaking Norwegian summer of 2014

description: This dataset includes grib files from the operational model used for the simulation of large scale atmospheric flow, satellite images, LAGRANTO trajectory calculation and grib files from ERA-Interim for anomaly calculation.
DOI: 10.15468/dl.4kqn9h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bupleurum baimaense X.G.Ma & X.J.He",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321926-200613084148143/datasets/export for details.
DOI: 10.15468/dl.tw5w4y
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Saussurea saligna Franch."
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321910-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.