cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xrwg62
title: Occurrence Download

description: A dataset containing 75645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((7.25977 50.0541,8.02309 43.33689,14.33319 43.79488,21.81372 37.89188,32.75463 43.64222,33.05996 51.27541,20.89774 53.0056,7.25977 50.0541))",
 "OccurrenceStatus is Present",
 "TaxonKey is Spatula clypeata"
 ]
}

 The dataset includes 75645 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043323-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/e8k7-4031
title: "Multi-View Tennis Ball Dataset for Trajectory Estimation: Drone and Court Cameras with Annotated Ground Truth"

description: "This dataset provides a dual-view tennis stroke video collection designed for the study of ball detection and trajectory estimation. The videos were recorded simultaneously from two perspectives: an aerial drone view and a court-level camera view, offering complementary visual information. Ground truth coordinates of the tennis ball are included, along with annotation files containing predictions generated using YOLO-based object detection, classical image segmentation, and a hybrid approach that combines both methods. These resources enable direct comparison between traditional computer vision and deep learning methods for sports ball tracking.The dataset is distributed in ZIP format and includes MP4 video files and XLSX annotation files. The annotations provide frame-level ground truth positions, detection results, and performance analysis metrics. This dataset can support research in computer vision, machine learning, trajectory prediction, and sports technology applications such as training analytics,  and physics-informed simulations (e.g., Magnus effect modeling)."
DOI: 10.15468/dl.yyf4uk
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crambe cordifolia",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 45 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043344-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h96ebr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043343-250920141307145/datasets/export for details.
DOI: 10.25505/fiz.icsd.cc2pp85v
title: CSD 2493087: Experimental Crystal Structure Determination

description: Related Article: Luca Bindi|2025|ICSD Communication|||
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.26023/wa5e-jqke-4j14
title: T-PARC: MTSAT Infrared Imagery. Version 1.0

description: This data set contains MTSAT (GMS-6) infrared satellite imagery for the T-PARC region and time period. Two types of products are included *NRL_IR_Imagery.jpg which is grayscale and *NRL_IR__Color_Imagery.jpg which is colorized.
DOI: 10.5284/1133110
title: Digital Archive from Archaeological Evaluation at Oxley House, Mersea Road, Abberton, Essex, August 2024

description: This collection consists of images, site records, a vector graphic and a report from an archaeological evaluation (six trial-trenches) by Colchester Archaeological Trust. Work occurred on land at Oxley House, Mersea Road, Abberton, Essex, in August 2024, in advance of the construction of new dwellings. The site lies close to Abberton Green, a historic green marked on the 1777 Chapman and Andre map. Excavations revealed three post-medieval field boundary ditches, a modern pit and an undated pit.
DOI: 10.7914/w3vq-5c47
title: Fallon FORGE seismic network

description: Microseismic monitoring network for the Fallon, NV FORGE site
DOI: 10.15468/dl.xqn7xj
title: Occurrence Download

description: A dataset containing 8027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Belgium",
 "DatasetKey is Observations.be - Non-native species occurrences in Wallonia, Belgium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Procyon lotor"
 ]
}

 The dataset includes 8027 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043346-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data2386
title: Support STL files for a Spectroelectrochemical 3D designed cell for magnetic nanostirring

description: STL Files for the 3D Printing of a Customized Spectroelectrochemical Cell for Magnetic Nanostirring Applications on the SPELEC Instrument (Metrohm)
This dataset contains STL files for the 3D printing of a customized spectroelectrochemical (SEC) cell specifically designed to enable magnetic nanostirring during SEC measurements using the SPELEC instrument (Metrohm). The original design was created using FreeCAD software.
The printed cell used in experimental studies was fabricated in black polylactic acid (PLA) using an XYZPrinter da Vinci 1.0 Pro equipped with a 0.4 mm nozzle. The design includes two modular parts forming the main cell body, incorporating a 4-pillar structure to ensure proper sealing and minimize external light interference during measurements. This configuration allows for the use of magnetic nanostirring with sample volumes as low as 50 µL when placed on a standard magnetic stirrer platform.
The closure mechanism in this design provides an alternative to the standard commercial SEC cell, which uses a magnetic coupling closure system that is not compatible with magnetic nanostirring under equivalent experimental conditions.
The files are provided in STL format and can be directly used for additive manufacturing using common FDM 3D printers.
DOI: 10.26023/5xjz-a44y-hz0h
title: T-PARC: MTSAT Precipitation Imagery. Version 1.0

description: This data set contains blended 6-hourly precipitation accumulation imagery. The product was developed by NRL for the T-PARC region and time period.
DOI: 10.15468/dl.knyt94
title: Occurrence Download

description: A dataset containing 2028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Metaleptea brevicornis"
 ]
}

 The dataset includes 2028 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043349-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sgrj8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043347-250920141307145/datasets/export for details.
DOI: 10.15468/dl.2ehwdg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erysimum crepidifolium",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043348-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/y3nr-f61m-690e
title: T-PARC: MTSAT Visible Imagery. Version 1.0

description: This data set contains MTSAT (GMS-6) visible satellite imagery for the T-PARC region and time period.
DOI: 10.17617/3.kmejfe
title: Data from experiments of the common shrew (Sorex araneus)

description: This repository contains a series ofexperiments aimed to investigate the cognitive abilities of the common shrew (Sorex araneus). Experiments were conducted between 2020 and 2024 and include: spatial learning (maze), visual associative learning (cue), path integration (cue) and foraging behaviour (foraging).
DOI: 10.5281/zenodo.17257906
title: Validating and Prioritizing Key Indicators for Blended MOOC Implementation in English Language Learning Using the Fuzzy Delphi Method
DOI: 10.5281/zenodo.16890110
title: Validating and Prioritizing Key Indicators for Blended MOOC Implementation in English Language Learning Using the Fuzzy Delphi Method
DOI: 10.17037/data.00002018
title: Data for: "Kankasha in Kassala: a prospective observational cohort study of the clinical characteristics, epidemiology, genetic origin, and chronic impact of the 2018 epidemic of Chikungunya virus infection in Kassala, Sudan"

description: A quantitative dataset containing information on 142 patients (102 adults and 40 children) enrolled at Kassala Teaching Hospital in October 2018. It was collected as part of “Kankasha” in Kassala, a prospective observational cohort study of the clinical characteristics, epidemiology, genetic origin, and chronic impact of the 2018 epidemic of Chikungunya virus infection in Kassala, Sudan.
description: The study was a prospective hospital-based observational cohort of consecutive patients presenting to the Kassala Teaching Hospital medical and paediatrics outpatient departments between 10th and 16th October 2018. Recruitment criteria were individuals of any age or sex with symptoms consistent with the KTH case definition for Chikungunya, namely history of fever or a measured fever of &gt;37.5oC (tympanic), and at least three of the following clinical features: headache, anorexia, lethargy, aching muscles or joints, breathing difficulties, vomiting, diarrhoea, stomach pain, difficulty swallowing, and hiccups, or bleeding of any kind. Patients with a positive malaria RDT were enrolled if they fit the study syndrome in case of co-infection. Participants were enrolled at presentation and blood samples taken immediately. Epidemiological information, clinical symptoms at presentation and subsequent laboratory results were recorded on standardised pro-formas (Supporting Information 1). The follow-up component took place 70-120 days after enrolment (Jan-Feb 2019) depending on the availability of participants. Adults who responded to phone follow-up provided convalescent samples and completed the WHO-validated Routine Assessment of Patient Index Data 3 (RAPID3) disability and pain survey.30 Children were not asked to return due to common reluctance to allow blood-draw from healthy children, but outcome and duration of hospital stay were confirmed with parents by phone. All contactable participants were given their PCR test results.
DOI: 10.6084/m9.figshare.30246427
title: Analyzing Spatio-Temporal Distribution and Drivers of Sports Events Economic Consumption: Evidence from the Yangtze River Delta Using ArcGIS

description: The Spatial-Temporal Distribution Pattern of Urban Sports events Economic Consumption An Empirical Study Based on the Yangtze River Delta Region Using ArcGIS Analysis
DOI: 10.15468/dl.d92p2q
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hesperis tristis",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043350-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.es7mzw
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hesperis tristis",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 198 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043351-250920141307145/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.30246427.v1
title: The Spatial-Temporal Distribution Pattern of Urban Sports events Economic Consumption An Empirical Study Based on the Yangtze River Delta Region Using ArcGIS Analysis

description: The Spatial-Temporal Distribution Pattern of Urban Sports events Economic Consumption An Empirical Study Based on the Yangtze River Delta Region Using ArcGIS Analysis
DOI: 10.6084/m9.figshare.30246427.v2
title: Analyzing Spatio-Temporal Distribution and Drivers of Sports Events Economic Consumption: Evidence from the Yangtze River Delta Using ArcGIS

description: The Spatial-Temporal Distribution Pattern of Urban Sports events Economic Consumption An Empirical Study Based on the Yangtze River Delta Region Using ArcGIS Analysis
DOI: 10.5281/zenodo.17193389
title: Extending digital biology: bacterial survival and morphological heterogeneity under antibiotic stress

description: The morphology of bacteria is intimately linked to their biological state: It is modified by antibiotic stress while also serving to survive the antibiotic. As such knowing which morphologies are selected by the surviving cells would help explain how individual cells are able to escape the antibiotic pressure. However associating morphological descriptors with quantitative measurements of cell survival remain elusive. Here we present a workflow to generate morphological signatures for the progeny of individual cells in the presence or absence of antibiotics. The workflow uses stationary microfluidic droplets, to encapsulate and grow bacteria, and confocal microscopy to image the contents of each droplet. Experiments are performed for 168 antibiotic conditions, corresponding to 82,000 droplet images. This massive data set is treated using a custom image analysis pipeline that enables rapid labeling of the morphologies within a subset of the images. The curated images are then used to train a neural network that assigns a positive or negative label, for each of these non-exclusive features, yielding a multidimensional signature of labels within each droplet. The results show the co-existence of different morphologies, even for the progeny of individual cells. The mix of morphologies changes as a function of antibiotic type and concentration, thus providing a way to distinguish antibiotics by their mode of action. By combining these morphological signatures with the digital detection of survival, this workflow can serve to understand the emergence of antibiotic resistance or to identify antimicrobial activity of unknown substances. This dataset contains the SQL database, network weights, and imaging data needed to recreate the interactive web viewer. More details are available at the associated GitHub repository.Note that the database in version 2 did not containt the correct concentration values.
DOI: 10.5281/zenodo.17257606
title: Extending digital biology: bacterial survival and morphological heterogeneity under antibiotic stress

description: The morphology of bacteria is intimately linked to their biological state: It is modified by antibiotic stress while also serving to survive the antibiotic. As such knowing which morphologies are selected by the surviving cells would help explain how individual cells are able to escape the antibiotic pressure. However associating morphological descriptors with quantitative measurements of cell survival remain elusive. Here we present a workflow to generate morphological signatures for the progeny of individual cells in the presence or absence of antibiotics. The workflow uses stationary microfluidic droplets, to encapsulate and grow bacteria, and confocal microscopy to image the contents of each droplet. Experiments are performed for 168 antibiotic conditions, corresponding to 82,000 droplet images. This massive data set is treated using a custom image analysis pipeline that enables rapid labeling of the morphologies within a subset of the images. The curated images are then used to train a neural network that assigns a positive or negative label, for each of these non-exclusive features, yielding a multidimensional signature of labels within each droplet. The results show the co-existence of different morphologies, even for the progeny of individual cells. The mix of morphologies changes as a function of antibiotic type and concentration, thus providing a way to distinguish antibiotics by their mode of action. By combining these morphological signatures with the digital detection of survival, this workflow can serve to understand the emergence of antibiotic resistance or to identify antimicrobial activity of unknown substances. This dataset contains the SQL database, network weights, and imaging data needed to recreate the interactive web viewer. More details are available at the associated GitHub repository.Note that the database in version 2 did not containt the correct concentration values.
DOI: 10.26023/dpvb-h3vq-w114
title: T-PARC: MTSAT Water Vapor Imagery. Version 1.0

description: This dataset contains MTSAT (GMS-6) water vapor satellite imagery for the T-PARC region and time period.
DOI: 10.15468/dl.83tdxk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Línea base regional de reptiles para el Putumayo (Orito)"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043353-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fk6xb8
title: Occurrence Download

description: A dataset containing 855 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bathyllus albicinctus"
 ]
}

 The dataset includes 855 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043354-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyrd6x
title: Occurrence Download

description: A dataset containing 466 records in GBIF matching the query:

SELECT
level0gid,
 GBIF_ISEA3HCode(
 9, 
 decimalLatitude,
 decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)
 ) AS geogrid_id,
 COUNT(DISTINCT speciesKey) AS unique_species_count
FROM occurrence
WHERE level0gid='COL'
AND coordinateUncertaintyInMeters &lt;= 2000
GROUP BY level0gid, geogrid_id;


 The dataset's 466 records were derived from 572 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043345-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/5vwh-cqyk-at05
title: T-PARC: MTSAT Layer Mean Wind Imagery. Version 1.0

description: This data set contains MTSAT (GMS-6) layer mean wind imagery developed by CIMSS for the T-PARC region and time period. The layer mean winds are included for the following layers: 200-700 mb, 250-850 mb, 300-850 mb, 400-850 mb, 500-850 mb and 700-850 mb.
DOI: 10.15468/dl.3uux3c
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043356-250920141307145/datasets/export for details.
DOI: 10.25824/redu/59rg9b
title: Graphical user interface software for digital image processing

description: Dataset comprising a graphical user interface (GUI) software, videos demonstrating its use as a research tool, and results obtained during the analyses.
DOI: 10.15468/dl.3zg4sj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psychine stylosa",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043357-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/8048-ds5w-zq12
title: T-PARC: MTSAT Vorticity Imagery. Version 1.0

description: This data set contains MTSAT (GMS-6) relative vorticity imagery developed by CIMSS for the T-PARC region and time period. The relative vorticity imagery is available at the following levels: 200, 500, 700 and 850 mb.