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

description: A dataset containing 87325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.99047 37.57071,-121.80164 37.57071,-121.80164 37.72511,-121.99047 37.72511,-121.99047 37.57071))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 87325 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037061-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysekh9
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pristimantis insignitus (Ruthven, 1917)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045677-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwwvw4
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-108.31421 36.73828,-104.26025 36.73828,-104.26025 41.75903,-108.31421 41.75903,-108.31421 36.73828))",
 "HasCoordinate is true",
 "TaxonKey is Sedum lanceolatum subsp. lanceolatum",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 140 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045240-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmppqx
title: Occurrence Download

description: A dataset containing 163173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myiarchus tuberculifer (Orbigny & Lafresnaye, 1837)"
 ]
}

 The dataset includes 163173 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037052-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.89qr8j
title: Occurrence Download

description: A dataset containing 315528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Pinus halepensis Mill.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 315528 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053856-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0seevw
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus globulus de Laub."
 ]
}

 The dataset includes 22 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037055-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9a52z
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Piperia unalascensis (Spreng.) Rydb."
 ]
}

 The dataset includes 486 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076554-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bguv24
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caroloameghiniidae"
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059683-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gb7vgq
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juliomys pictipes (Osgood, 1933)"
 ]
}

 The dataset's 2 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060950-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wse7n4
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Pristimantis megalops (Ruthven, 1917)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 283 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045679-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92beng
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Urechis chilensis (Diesing, 1859)"
 ]
}

 The dataset includes 19 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060966-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uzzrkq
title: Occurrence Download

description: A dataset containing 3292 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is Europe",
 "Continent is Asia"
 ]
 },
 "TaxonKey is Aruncus dioicus (Walter) Fernald"
 ]
}

 The dataset includes 3292 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077599-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdk6yq
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ribes odoratum Schlecht. ex Hemsl."
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057111-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kupgxs
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Madrepora porcellana (Moseley, 1880)"
 ]
}

 The dataset includes 206 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135897-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3n3tu5
title: Occurrence Download

description: A dataset containing 9627 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-139.46484 49.25391,-131.02734 2.14453,-30.19921 17.19141,-48.33984 57.1289,-139.46484 49.25391))",
 "TaxonKey is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 9627 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002563-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utdfcd
title: Occurrence Download

description: A dataset containing 28444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana pipiens Schreber, 1782"
 ]
}

 The dataset includes 28444 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107944-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bu7wga
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrilus anxius Gory, 1841"
 ]
}

 The dataset's 4 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053858-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73dmja
title: Occurrence Download

description: A dataset containing 66461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 66461 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113324-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9bizi
title: Occurrence Download

description: A dataset containing 218026 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Erigeron canadensis L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 218026 records from 740 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032141-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18029302
title: SEM Withered Plant (BSE, 2025-12-23) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2025-12-23) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2025-12-23 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 50×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.5281/zenodo.18029303
title: SEM Withered Plant (BSE, 2025-12-23) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2025-12-23) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2025-12-23 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 50×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.6084/m9.figshare.30938774
title: FACS Data

description: This study revealed that the expression of PD-L1 on the tumor cell surface is regulated by HSD17B12, which consequently alters the tumor cells' ability to bind PD-1.
DOI: 10.6084/m9.figshare.30938774.v1
title: FACS Data

description: This study revealed that the expression of PD-L1 on the tumor cell surface is regulated by HSD17B12, which consequently alters the tumor cells' ability to bind PD-1.
DOI: 10.12751/g-node.vnj8ip
title: Calcium imaging dataset with signal- and noise correlations of neuronal populations in the auditory cortex of passively listening mice.

description: This repository contains a dataset of chronic calcium imaging in the auditory cortex of passively listening mice which were exposed to short auditory stimuli. 
The repository also contains the signal correlation and noise correlation matrices of the neuronal populations which were computed based on the calcium imaging data.
In addition to the data, this repository also contains the code that was used to compute the signal- and noise correlation matrices, 
as well as other analyses related to the paper "Representational drift reflects ongoing balancing of stochastic changes by Hebbian learning".
description: IsSupplementTo: Eppler, J.-B., Lai, T., Aschauer, D., Rumpel, S., & Kaschube, M. Representational drift reflects ongoing balancing of stochastic changes by Hebbian learning. PNAS.
description: IsSupplementTo: Eppler, J.-B., Lai, T., Aschauer, D., Rumpel, S., & Kaschube, M. (2025). Representational drift reflects ongoing balancing of stochastic changes by Hebbian learning. bioRxiv. doi:10.1101/2025.01.05.631363. (https://doi.org/10.1101/2025.01.05.631363)
DOI: 10.5281/zenodo.17005284
title: Reflective CNN Implementation for Brain Tumor Segmentation

description: This repository provides the implementation of a simplified encoder–decoder CNN applied to brain tumor MRI segmentation. It accompanies our paper submitted for presentation at the 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2025), Mexico City. The code includes dataset preprocessing, CNN training, Bayesian hyperparameter tuning, and evaluation metrics.

T. Berghout, "A Reflective Study on Deep Learning in Brain Tumor Segmentation," 2025 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, Mexico, 2025, pp. 1-5, doi: 10.1109/CCE67728.2025.11271939.
DOI: 10.5281/zenodo.17005285
title: Reflective CNN Implementation for Brain Tumor Segmentation

description: This repository provides the implementation of a simplified encoder–decoder CNN applied to brain tumor MRI segmentation. It accompanies our paper submitted for presentation at the 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2025), Mexico City. The code includes dataset preprocessing, CNN training, Bayesian hyperparameter tuning, and evaluation metrics.

T. Berghout, "A Reflective Study on Deep Learning in Brain Tumor Segmentation," 2025 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, Mexico, 2025, pp. 1-5, doi: 10.1109/CCE67728.2025.11271939.
DOI: 10.15468/dl.jyutsh
title: Occurrence Download

description: A dataset containing 3159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ericameria nauseosa)",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Country is Canada",
 {
 "or" : [
 "StateProvince is one of (British Columbia, British Columbia (BC), British Columbia (Prov.), B.C., British Columbia / Colombie Britanique, British Columbia / Colombie Britannique, Victoria, On L. Rutledge farm, 16km N of Hudson''s Hope, British Columbia, Canada.)",
 "Geometry POLYGON ((-114.081253 49.001844, -114.735026 49.603591, -114.647124 49.731581, -114.800953 50.35948, -116.284302 51.337476, -116.707331 51.801822, -116.910605 51.706608, -117.333634 52.133488, -117.839072 52.254709, -117.718206 52.372246, -118.003888 52.472743, -118.21815 52.385658, -118.492844 52.905589, -118.613421 52.875761, -118.778237 53.140181, -118.997993 53.235633, -119.052932 53.126998, -119.92646 53.605544, -119.706704 53.612062, -120.003374 53.807139, -119.99788 60.001733, -139.059239 59.998986, -137.619841 59.243415, -137.504469 58.910319, -135.488213 59.792344, -133.527126 58.499435, -132.258212 57.210685, -131.824195 56.604862, -130.143355 56.12106, -129.99502 55.285372, -130.665274 54.721448, -133.159498 54.527457, -133.599009 53.468431, -131.950843 52.311837, -130.148849 51.189673, -127.654971 49.802541, -125.0511 48.476563, -123.166986 48.231991, -123.254888 48.698212, -122.996675 48.781533, -123.309827 49.012654, -114.081253 49.001844))"
 ]
 }
 ]
}

 The dataset includes 3159 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063678-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18027381
title: Materials
DOI: 10.15468/dl.7vejyz
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa alvaradoi"
 ]
}

 The dataset includes 21 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063679-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15166386
title: Explainable deep learning for medical image segmentation

description: This work deals with explainability and trust in deep learning for medical image segmentation, specifically targeting the CAMUS dataset. The provided code yields excellent segmentation results, demonstrating the effectiveness of our models. Currently, the code is restricted for access and provided here solely for citation purposes. 

Requirements:





CAMUS Dataset: You need to download the "database_nifti" folder from the CAMUS dataset and place it in the same directory as the code repository.




NIfTI Toolbox: To read the .nii.gz files, you must download the NIfTI_20140122 toolbox and place it in the same repository.



These resources are essential to properly run and process the segmentation tasks.

 

T. Berghout, "Compressed Sensing and Certainty-Enabled Deep Learning in Cardiac Ultrasound Segmentation," 2025 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, Mexico, 2025, pp. 1-6, doi: 10.1109/CCE67728.2025.11271926.

T. Berghout, "Trustworthiness and Interpretability in Deep Learning for Cardiac Ultrasound," 2025 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, Mexico, 2025, pp. 1-6, doi: 10.1109/CCE67728.2025.11271922.
DOI: 10.5281/zenodo.15166387
title: Explainable deep learning for medical image segmentation

description: This work deals with explainability and trust in deep learning for medical image segmentation, specifically targeting the CAMUS dataset. The provided code yields excellent segmentation results, demonstrating the effectiveness of our models. Currently, the code is restricted for access and provided here solely for citation purposes. 

Requirements:





CAMUS Dataset: You need to download the "database_nifti" folder from the CAMUS dataset and place it in the same directory as the code repository.




NIfTI Toolbox: To read the .nii.gz files, you must download the NIfTI_20140122 toolbox and place it in the same repository.



These resources are essential to properly run and process the segmentation tasks.

 

T. Berghout, "Compressed Sensing and Certainty-Enabled Deep Learning in Cardiac Ultrasound Segmentation," 2025 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, Mexico, 2025, pp. 1-6, doi: 10.1109/CCE67728.2025.11271926.

T. Berghout, "Trustworthiness and Interpretability in Deep Learning for Cardiac Ultrasound," 2025 22nd International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, Mexico, 2025, pp. 1-6, doi: 10.1109/CCE67728.2025.11271922.
DOI: 10.5281/zenodo.15401791
title: AIJ UWE Benchmark Dataset – Case C (Blocks): Wind Tunnel Experiment for Flow within Simple Building Blocks

description: This dataset contains wind tunnel measurement results from the AIJ UWE benchmark "Case C", which simulates urban wind flow around a 3×3 city block array. The center building was tested at three different heights (0D, 1D, 2D), and scalar wind speeds were measured at pedestrian height.
DOI: 10.5281/zenodo.15401792
title: AIJ UWE Benchmark Dataset – Case C (Blocks): Wind Tunnel Experiment for Flow within Simple Building Blocks

description: This dataset contains wind tunnel measurement results from the AIJ UWE benchmark "Case C", which simulates urban wind flow around a 3×3 city block array. The center building was tested at three different heights (0D, 1D, 2D), and scalar wind speeds were measured at pedestrian height.
DOI: 10.15468/dl.92ajhb
title: Occurrence Download

description: A dataset containing 1402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "Geometry POLYGON((113.5 24.5, 118.5 24.5, 118.5 30.0, 113.5 30.0, 113.5 24.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Mustela kathiah, Erinaceus amurensis, Mustela sibirica, Melogale moschata, Duboisvalia melessus melessus, Arctonyx collaris, Paguma larvata, Ardea alba, Upupa epops)"
 ]
}

 The dataset includes 1402 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063680-251120083545085/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.30938804
title: Global dataset of starch-to-soluble sugar ratios (St/Su) in woody plants

description: The dataset includes starch-to-soluble sugar ratios (St/Su) for 308 woody species across 220 sites worldwide.
DOI: 10.6084/m9.figshare.30938804.v1
title: Global dataset of starch-to-soluble sugar ratios (St/Su) in woody plants

description: The dataset includes starch-to-soluble sugar ratios (St/Su) for 308 woody species across 220 sites worldwide.
DOI: 10.15468/dl.pxpuqx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa aureogularis"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063682-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15402668
title: AIJ UWE Benchmark Dataset – Case D (Highrise): Wind Tunnel Experiment for Flow around a High-rise Building in City Blocks

description: This dataset provides wind tunnel measurement results for a high-rise building placed within a district of low-rise buildings. It forms part of the AIJ UWE (Urban Wind Environment) benchmark cases for CFD validation. Wind speed and turbulence data are included for multiple approach flow directions.