cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14712897
title: Quality Control in Additive Manufacturing: Image Dataset for Defect Detection in Fused Filament Fabrication

description: This image dataset was created to support the development of image-based defect detection and quality control systems in additive manufacturing, particularly in fused filament fabrication. It includes high resolution images as well as cropped images of 3D printed objects with production defects, such as extrusion errors and layer shifts, as well as images of defect-free prints. The data was captured from three different camera angles during production. 

Please cite this repository if you use the dataset in your work.
DOI: 10.5281/zenodo.14717823
title: Dataset of "On the Selection of the Current Collector for Water Processed Activated Carbon Electrodes for Their Application in Electrochemical Capacitors"

description: Open access to experimental data generated by the MUSIC project (GA 101092080, Horizon Europe, European Union) along the research of the current collector selection activities in WP5.Research pertaining to Task  (WP5)Underlying data for the publication: P. Luís, S. Martin, M. Arnaiz, J. Ajuria, Batteries & Supercaps 2024, e202400405. https://doi.org/10.1002/batt.202400405
DOI: 10.5281/zenodo.14717824
title: Dataset of "On the Selection of the Current Collector for Water Processed Activated Carbon Electrodes for Their Application in Electrochemical Capacitors"

description: Open access to experimental data generated by the MUSIC project (GA 101092080, Horizon Europe, European Union) along the research of the current collector selection activities in WP5.Research pertaining to Task  (WP5)Underlying data for the publication: P. Luís, S. Martin, M. Arnaiz, J. Ajuria, Batteries & Supercaps 2024, e202400405. https://doi.org/10.1002/batt.202400405
DOI: 10.5281/zenodo.14717832
title: Changes in benzodiazepine, z-drug and other sedative prescribing in primary care in Ireland between 2014 and 2022 - additional data

description: Supplementary data for "Changes in benzodiazepine, z-drug and other sedative prescribing in primary care in Ireland between 2014 and 2022" (doi: https://doi.org/10.1101/2024.11.26.24317964)

Prevalence, initiations, discontinuation, chronic use, and high risk use by age and sex
DOI: 10.5281/zenodo.14673163
title: Q-learning with temporal memory to navigate turbulence - Environment 6 (Part 1)

description: From time slice 0 to 4999 of Environment 6 used in experiments of "Q-learning with temporal memory to navigate turbulence"
DOI: 10.5281/zenodo.14673164
title: Q-learning with temporal memory to navigate turbulence - Environment 6 (Part 1)

description: From time slice 0 to 4999 of Environment 6 used in experiments of "Q-learning with temporal memory to navigate turbulence"
DOI: 10.5281/zenodo.14660013
title: Q-learning with temporal memory to navigate turbulence - Environment 5
DOI: 10.5281/zenodo.14660014
title: Q-learning with temporal memory to navigate turbulence - Environment 5
DOI: 10.5281/zenodo.14391135
title: Hybrid immunity-based induction of durable pan-endemic-coronavirus immunity in the elderly - Data

description: Raw data
DOI: 10.5281/zenodo.14391136
title: Hybrid immunity-based induction of durable pan-endemic-coronavirus immunity in the elderly - Data

description: Raw data
DOI: 10.5281/zenodo.14673504
title: Q-learning with temporal memory to navigate turbulence - Environment 6 (Part 2)
DOI: 10.5281/zenodo.14673505
title: Q-learning with temporal memory to navigate turbulence - Environment 6 (Part 2)
DOI: 10.5281/zenodo.14716306
title: A Crustal Hot, Low-Resistivity Zone Caused by Late Paleozoic A-Type Granitoids in the Western Part of the Northern Margin of the North China Craton

description: Tables S1, a sheet presenting parameters for solving heat equation and one-dimensional numerical analysis for the A-type granites from the Northern margin of the NCC.
DOI: 10.5281/zenodo.14716307
title: A Crustal Hot, Low-Resistivity Zone Caused by Late Paleozoic A-Type Granitoids in the Western Part of the Northern Margin of the North China Craton

description: Tables S1, a sheet presenting parameters for solving heat equation and one-dimensional numerical analysis for the A-type granites from the Northern margin of the NCC.
DOI: 10.5281/zenodo.14717946
title: Influence of Cover Crop Termination on Ground Dwelling Arthropods in Organic Vegetable Systems

description: A key aspect in cover crop management is termination before the cash crop is planted.The aim of this study was to assess the effects of termination methods on ground-dwellingarthropods. The conventional mechanical termination method—i.e., green manuring by means of adisc harrow—was compared to flattening using a roller crimper. Two different crop systems wereinvestigated for two growing seasons; cauliflower was grown in autumn after the termination of amixture of cowpea, pearl millet, and radish, and tomato was cropped in spring and summer after thetermination of a mixture of barley and vetch. Ground beetles (Coleoptera: Carabidae), rove beetles(Coleoptera: Staphylinidae), and spiders (Araneae) were sampled by means of standard pitfalltraps throughout the growing season of both cash crops. The roller crimper increased the overallabundance of ground beetles in the first growing season of both cash crops, whereas in the secondyear, no significant effect could be detected. Rove beetles were more abundant in plots where thecover crops were terminated by the roller crimper. Finally, green manuring increased the abundanceof spiders, especially on the first sampling date after cover crop termination. Albeit different taxashowed different responses, the termination of cover crops by a roller crimper generally increased theabundance of ground dwelling arthropods. Given that most of the sampled species were generalistpredators, their increased abundance could possibly improve biological control
DOI: 10.5281/zenodo.14717947
title: Influence of Cover Crop Termination on Ground Dwelling Arthropods in Organic Vegetable Systems

description: A key aspect in cover crop management is termination before the cash crop is planted.The aim of this study was to assess the effects of termination methods on ground-dwellingarthropods. The conventional mechanical termination method—i.e., green manuring by means of adisc harrow—was compared to flattening using a roller crimper. Two different crop systems wereinvestigated for two growing seasons; cauliflower was grown in autumn after the termination of amixture of cowpea, pearl millet, and radish, and tomato was cropped in spring and summer after thetermination of a mixture of barley and vetch. Ground beetles (Coleoptera: Carabidae), rove beetles(Coleoptera: Staphylinidae), and spiders (Araneae) were sampled by means of standard pitfalltraps throughout the growing season of both cash crops. The roller crimper increased the overallabundance of ground beetles in the first growing season of both cash crops, whereas in the secondyear, no significant effect could be detected. Rove beetles were more abundant in plots where thecover crops were terminated by the roller crimper. Finally, green manuring increased the abundanceof spiders, especially on the first sampling date after cover crop termination. Albeit different taxashowed different responses, the termination of cover crops by a roller crimper generally increased theabundance of ground dwelling arthropods. Given that most of the sampled species were generalistpredators, their increased abundance could possibly improve biological control
DOI: 10.15468/dl.7cks5j
title: Occurrence Download

description: A dataset containing 113925 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.30.5_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 113925 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001135-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy89ce
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Seawater carbonate chemistry, nutrients, and Calcidiscus leptoporus (strain RCC1135) growth rate and calcification rate during experiments, 2012"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001141-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsjpww
title: Occurrence Download

description: A dataset listing the 4382 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is The echinoderm collection (IE) of the Muséum national d'Histoire naturelle (MNHN - Paris)"
 ]
}

 The dataset's 4382 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001140-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71513/ngri.magobs/hyb.2010
title: CSIR-NGRI Hyderabad Magnetic Observatory Geomagnetic data-2010
DOI: 10.5281/zenodo.14705798
title: Flowering areas enhance insect pollinators and biological control agents in wheat intensive agro-ecosystems

description: This 4-year study (2018–2021) aimed at investigating the effects of flowering areas inserted at the margin of soft wheat fields (Triticum aestivum L.) in comparison with spontaneous field margins. The action formed part of a multidisciplinary initiative promoted by the Barilla food company, aimed at promoting the sustainable production of soft wheat.

Specific aims were to study the effects of flowering areas on (i) the abundance and species richness of insect pollinators, including wild bees, syrphids and butterflies; (ii) the levels of wheat aphid and bug infestations and (iii) the assemblages of biological control agents of aphids (coccinellids and aphid mummies as a result of parasitization).

Insect surveys were carried out on 61 wheat-growing farms located in Northern Italy. Insect pollinators were sampled on all farms, whereas wheat aphids, wheat bugs and aphid biological control agents were investigated in a sub-sample of 20 farms.

Results generally indicated a positive impact of flowering areas on multiple taxa in comparison with spontaneous field margins. The abundance of pollinators and coccinellids was significantly enhanced by the flowering areas. Aphid mummies showed an interaction between strategies and distances with more mummies at 5 m in wheat plots close to flowering areas and at 50 m in the plots close to spontaneous field margin (control).

Flowering areas were validated as an important tool for promoting beneficial taxa in agro-ecosystems. However, the successful establishment of this ecological infrastructure was suggested to rely on several factors, which included both the selection of suitable flowering plant species and the implementation of appropriate management practices.
DOI: 10.5281/zenodo.14705799
title: Flowering areas enhance insect pollinators and biological control agents in wheat intensive agro-ecosystems

description: This 4-year study (2018–2021) aimed at investigating the effects of flowering areas inserted at the margin of soft wheat fields (Triticum aestivum L.) in comparison with spontaneous field margins. The action formed part of a multidisciplinary initiative promoted by the Barilla food company, aimed at promoting the sustainable production of soft wheat.

Specific aims were to study the effects of flowering areas on (i) the abundance and species richness of insect pollinators, including wild bees, syrphids and butterflies; (ii) the levels of wheat aphid and bug infestations and (iii) the assemblages of biological control agents of aphids (coccinellids and aphid mummies as a result of parasitization).

Insect surveys were carried out on 61 wheat-growing farms located in Northern Italy. Insect pollinators were sampled on all farms, whereas wheat aphids, wheat bugs and aphid biological control agents were investigated in a sub-sample of 20 farms.

Results generally indicated a positive impact of flowering areas on multiple taxa in comparison with spontaneous field margins. The abundance of pollinators and coccinellids was significantly enhanced by the flowering areas. Aphid mummies showed an interaction between strategies and distances with more mummies at 5 m in wheat plots close to flowering areas and at 50 m in the plots close to spontaneous field margin (control).

Flowering areas were validated as an important tool for promoting beneficial taxa in agro-ecosystems. However, the successful establishment of this ecological infrastructure was suggested to rely on several factors, which included both the selection of suitable flowering plant species and the implementation of appropriate management practices.
DOI: 10.15480/882.14344
title: Research data - Generative adversarial networks for creating realistic training data for machine learning-based segmentation of FIB tomography data

description: This dataset contains simulated and domain-adapted multi-voltage FIB tomography data on hierarchical nanoporous gold, trained machine learning model weights, and segmentation results of synthetic and real hierarchical nanoporous gold data. For more information, please refer to the published research article: Generative adversarial networks for creating realistic training data for machine learning-based segmentation of FIB tomography data
DOI: 10.15468/dl.4ex3un
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Ficus microcarpa L.fil."
 ]
}

 The dataset includes 294 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001143-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14717879
title: Dataset on Cognitive Load and Task Performance During Human-Robot Interaction at Varying Support Levels

description: This dataset accompanies the study "How Human-Robot Interaction Can Influence Task Performance and Perceived Cognitive Load at Different Support Conditions." The research investigates the impact of socially assistive robots (SARs) on task performance and cognitive load management under varying levels of cognitive demand. Using the NAO robot, participants engaged in a structured cognitive task designed to simulate real-life challenges, with conditions ranging from unsupported baseline tasks to robot-assisted tasks at low, medium, and high cognitive load levels.

Contents:



Participant Data: Demographic details (age, gender) and health status of 42 adult participants.

Task Performance Metrics: Number of errors, task completion time, and condition-specific performance data.

Perceived Cognitive Load (PCL): Scores from the NASA-TLX questionnaire for each condition.

Experimental Conditions: Data for baseline (no robot) and robot-assisted tasks (low, medium, and high cognitive load).

Statistical Analysis Outputs: Results of linear mixed models evaluating the effect of task condition on performance and cognitive load.
DOI: 10.15161/oar.it/212042
title: Carta Geologica d'Italia alla scala 1:50.000, F. 262 Pistoia

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1992 e il 2003) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15161/oar.it/212043
title: Carta Geologica d'Italia alla scala 1:50.000, F. 262 Pistoia

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1992 e il 2003) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15468/dl.guwbe9
title: Occurrence Download

description: A dataset containing 445098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((12.14758 37.17587,15.30394 36.48664,15.44201 36.66221,15.7434 38.34641,12.40222 38.28171,12.14758 37.17587))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 445098 records from 574 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001142-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rc9zt9
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample"
 ]
 },
 {
 "or" : [
 "Geometry POLYGON((17.11101 46.55125,18.18045 46.55125,18.18045 46.91773,17.11101 46.91773,17.11101 46.55125))",
 "Geometry POLYGON((14.66485 40.25403,32.41019 40.25403,32.41019 48.40854,14.66485 48.40854,14.66485 40.25403))",
 "Geometry POLYGON((14.76563 36.69661,49.57031 36.69661,59.76563 37.18833,56.68945 46.70371,55.81055 50.86977,49.57031 50.81427,14.76563 50.81427,14.76563 36.69661))"
 ]
 },
 "TaxonKey is Acer heldreichii Orph.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 140 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051624-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhwxn2
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasyphyllum brevispinum Sagást. & M.O.Dillon"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035407-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ydqbu
title: Occurrence Download

description: A dataset containing 145107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, United Kingdom of Great Britain and Northern Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Lithuania, Portugal, Spain, France, Germany, Belgium, Netherlands, Switzerland, Austria, Italy, Greece, Cyprus, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Hungary, Slovakia, Romania, Bulgaria, North Macedonia, Albania, Montenegro, Serbia, Kosovo, Bosnia and Herzegovina, Slovenia, Croatia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus serotina Ehrh."
 ]
}

 The dataset includes 145107 records from 398 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056946-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syt5yt
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atropoides nummifer (Rüppel, 1845)"
 ]
}

 The dataset includes 485 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073326-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lfh3gb
title: Occurrence Download

description: A dataset containing 171401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felidae"
 ]
}

 The dataset includes 171401 records from 536 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002279-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yzhtwf469w.1
title: Data set for Handbook of Robotic Surgery 1ed.

description: This dataset consists of supplementary videos for the book Handbook of Robotic Surgery, edited by Stênio Zequi and Rongliang Ren.

Explore an exclusive collection of supplementary videos related to the book, written by renowned authors in the field. This repository provides an unique opportunity to deepen your understanding of the book's content, featuring practical demonstrations of advanced surgical techniques performed by leading experts.

Highlights:
- Videos complementing the book.
- Practical demonstrations by renowned specialized surgeons.
- Exclusive content to enhance your understanding of the techniques presented.

This repository is a valuable extension of the material, offering a visual and practical perspective on innovations in robotic surgery. Explore, learn, and deepen your knowledge with the unique experience provided by this collection of supplementary videos.
DOI: 10.15468/dl.6vrmzg
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L.",
 "TaxonKey is Zygophyllum fabago L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009590-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.25856080
title: Supplemental material

description: Supplemental material
DOI: 10.15468/dl.3mh2gk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenolecanium pruinosum (Coquillett, 1891)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Poland",
 "Country is Poland"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0394238-210914110416597/datasets/export for details.
DOI: 10.15468/dl.y75u6s
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "OccurrenceId is urn:catalog:INB:Atta:35346",
 "OccurrenceId is urn:catalog:INB:Atta:45202",
 "OccurrenceId is urn:catalog:INB:Atta:56199",
 "OccurrenceId is urn:catalog:INB:Atta:56200",
 "OccurrenceId is urn:catalog:INB:Atta:112054",
 "OccurrenceId is urn:catalog:INB:Atta:117471",
 "OccurrenceId is urn:catalog:INB:Atta:166503",
 "OccurrenceId is urn:catalog:INB:Atta:186792",
 "OccurrenceId is urn:catalog:INB:Atta:186811",
 "OccurrenceId is urn:catalog:INB:Atta:283083",
 "OccurrenceId is urn:catalog:INB:Atta:292321",
 "OccurrenceId is urn:catalog:INB:Atta:305093",
 "OccurrenceId is urn:catalog:INB:Atta:305197",
 "OccurrenceId is urn:catalog:INB:Atta:305431",
 "OccurrenceId is urn:catalog:INB:Atta:312327",
 "OccurrenceId is urn:catalog:INB:Atta:312328",
 "OccurrenceId is urn:catalog:INB:Atta:462093",
 "OccurrenceId is urn:catalog:INB:Atta:748543",
 "OccurrenceId is urn:catalog:INB:Atta:748544",
 "OccurrenceId is urn:catalog:INB:Atta:799608",
 "OccurrenceId is urn:catalog:INB:Atta:1099086",
 "OccurrenceId is urn:catalog:INB:Atta:1099120",
 "OccurrenceId is urn:catalog:INB:Atta:1099124",
 "OccurrenceId is urn:catalog:INB:Atta:1099170"
 ]
 },
 "InstitutionCode is INBio"
 ]
}

 The dataset includes 24 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030485-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.