cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2mm64n
title: Occurrence Download

description: A dataset containing 12842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax lessonae (Camerano, 1882)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 12842 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000032-250127115337998/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14473/csda/qq08gm
title: Život během pandemie (Život k nezaplacení) 50.vlna
title: ŽBP

description: Cílem projektu Život během pandemie bylo shromažďovat data o vývoji epidemiologicky významného chování českých dospělých během pandemie nemoci covid-19 v letech 2021 až 2022 (zejména počty kontaktů, styk s nakaženým, testování, dodržování preventivních opatření, sociální aktivity, docházka na pracoviště, symptomy onemocnění). Sledovány byly také změny v pracovní aktivitě dotazovaných, ekonomická situace domácností a míry duševního zdraví s cílem vyhodnocovat dopady epidemie na uvedené oblasti života. Dále byly zjišťovány postoje veřejnosti k vládním opatřením, testování a očkování. K základní sadě socio-demografických proměnných dotázaných v první vlně šetření byly v jednotlivých vlnách postupně doplňovány socioekonomické charakteristiky respondentů a domácností, včetně retrospektivního zjišťování stavu před začátkem epidemie. Součástí šetření byly rovněž ad hoc moduly týkající témat relevantních v době pandemie, jako je distanční výuka nebo práce z domova.
Od podzimu 2021 bylo šetření postupně doplňováno o moduly reagující na závažné aktuální společenské krize a výzvy (energetická krize, konflikt na Ukrajině). Na jaře 2022 byl naopak oslaben epidemiologický modul. Od dubna 2022 bylo pokračování výzkumu zajišťováno ve spolupráci s Českým rozhlasem jako projekt Česko 2022: Život k nezaplacení s důrazem na dopady inflace na hospodaření domácností. Od října 2022 se v souvislosti s napojením sběru na Národní institut pro výzkum socioekonomických dopadů nemocí a systémových rizik (SYRI) šetření rozšiřuje o tematické moduly vztahující se ke zdravotním a jiným celospolečenským ohrožením.
Na obsahu šetření spolupracovaly převážně výzkumná společnost PAQ Research a iniciativa IDEA AntiCovid (do jara 2022). Od října 2022 připravují část otázek výzkumné týmy v projektu NPO Národní institut pro výzkum socioekonomických dopadů nemocí a systémových rizik (SYRI).
description: DATA A INFORMACE K TOMUTO VÝZKUMU JSOU ZATÍM PŘÍSTUPNÁ POUZE PRO VÝZKUMNÍKY PROJEKTU SYRI. PO UKONČENÍ TOHOTO PROJEKTU (KONEC ROKU 2025) BUDOU DATA A VŠECHNY DALŠÍ DOKUMENTY ZVEŘEJNĚNY PRO OSTATNÍ UŽIVATELE DATOVÉHO ARCHIVU.
DOI: 10.34740/kaggle/dsv/10592862
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.15468/dl.ebzxav
title: Occurrence Download

description: A dataset containing 3491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bufotes viridis (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 3491 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000034-250127115337998/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyzbk7
title: Occurrence Download

description: A dataset containing 4163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alytes obstetricans (Laurenti, 1768)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 4163 records from 176 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000037-250127115337998/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f76bc5
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax bedriagae (Camerano, 1882)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 203 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000041-250127115337998/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14747353
title: Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis dataset - Part 4

description: Data set - Part 4 accompanying the publication "Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis" in Optics Express 2025. Part 1  of the dataset can be found at https //doi.org/10.5281/zenodo.14724835

This data set should be extracted into Data\PlanewaveSynthesis\Results in the main data set.
DOI: 10.5281/zenodo.14747354
title: Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis dataset - Part 4

description: Data set - Part 4 accompanying the publication "Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis" in Optics Express 2025. Part 1  of the dataset can be found at https //doi.org/10.5281/zenodo.14724835

This data set should be extracted into Data\PlanewaveSynthesis\Results in the main data set.
DOI: 10.5281/zenodo.11234564
title: LCR-Dataset: a Benchmark for Training Language models to Retrieve Information from Scientific Texts - a Use Case of Low Complexity Regions
DOI: 10.5281/zenodo.14019146
title: Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels

description: This folder contains datasets, code, and analysis scripts for reproducing the results in the paper "Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels". Specifically, it contains the following folders: 



Datasets



Dataset for each Vessel model in different maneuvers and conditions, i.e., waypoint, zigzag, ocean current (including IND and OOD).

Configurations (Configurations used to train the DTM for each vessel in different maneuvers).



Results 



Raw results for RQ1 and RQ2 for each vessel in different maneuvers, including the results from DTM-R and DTM-E.

Results for RQ3 (statistical tests) derived from the above results. 



Scripts and Code



Scripts used for statistical tests.

DTC implementation (shown with one vessel as example).

Code used for hyperparameter optimization.

Inference class used for integration of DTM and DTC.
DOI: 10.5281/zenodo.14019147
title: Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels

description: This folder contains datasets, code, and analysis scripts for reproducing the results in the paper "Digital Twin-based Out-of-Distribution Detection in Autonomous Vessels". Specifically, it contains the following folders: 



Datasets



Dataset for each Vessel model in different maneuvers and conditions, i.e., waypoint, zigzag, ocean current (including IND and OOD).

Configurations (Configurations used to train the DTM for each vessel in different maneuvers).



Results 



Raw results for RQ1 and RQ2 for each vessel in different maneuvers, including the results from DTM-R and DTM-E.

Results for RQ3 (statistical tests) derived from the above results. 



Scripts and Code



Scripts used for statistical tests.

DTC implementation (shown with one vessel as example).

Code used for hyperparameter optimization.

Inference class used for integration of DTM and DTC.
DOI: 10.15468/dl.vupsjb
title: Occurrence Download

description: A dataset containing 65771 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BIology and GeOlogy Ocean Database"
 ]
}

 The dataset includes 65771 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000039-250127115337998/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14008122
title: Dataset for manuscript Tracing Quartz Provenance: A Multi-Disciplinary Investigation of Luminescence Sensitisation Mechanisms of Quartz from Granite Source Rocks and Derived Sediments

description: Quartz optically stimulated luminescence (OSL) sensitivity as well as some electron spin resonance (ESR) and cathodoluminescence (CL) signals have been empirically proposed as provenance indicators. Sensitivity is defined as luminescence emitted in response to a given dose per unit mass. While it is largely believed to be acquired by earth surface processes, recent studies bring evidence that sensitisation processes depend on source geology.

Here we combine OSL and thermoluminescence (TL), ESR and CL analyses to understand the mechanisms of quartz OSL sensitisation. We investigate granites and their derived sediments from catchments draining simple lithologies of known age that display contrasting OSL sensitisation behaviour both in nature and during irradiation and light exposure laboratory experiments. The sample displaying increased OSL sensitisation is characterised by TL emission at intermediate temperatures (150-250 °C), Ti-related signals in CL, and Ti and Ge lithium compensated signals in ESR. The insensitive samples either lack or exhibit very weak such characteristics and contain several times less amount of trace titanium measured by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS).

We demonstrate that the OSL sensitisation results as an effect of the existence of certain defects and impurities in the quartz crystal in the parent rock, such as titanium and germanium. However, the degree of sensitisation reached in nature is significantly higher than in the laboratory.  As such, the existence of this precursor represents the potential for sensitisation, which can later be amplified by environmental factors during sedimentary history.
DOI: 10.5281/zenodo.14007002
title: Proteomic Analysis of Skin Punch Biopsies from a Parkinson's Disease Patient Cohort: A PPMI Pilot Study

description: To facilitate a larger proteomic study of human skin from Parkinson's disease patient cohorts, a spectral library of the human skin proteome was generated through mass spectrometry (MS) analysis. For this purpose, twenty-two 3mm skin tissue punch biopsies from the C8 paravertebral region collected from a single Parkinson's disease patient cohort were analysed by data-independent acquisition mass spectrometry (DIA-MS) proteomics.

The protocol for sample preparation, DIA-MS proteomics and data analysis can be found here: https://www.protocols.io/view/proteomics-sample-preparation-of-human-skin-punch-14egn9e46l5d/v1

Raw mass spectrometry data generated from the analysis were deposited to the PRIDE database and can be accessed here: https://www.ebi.ac.uk/pride/archive/projects/PXD060089 or searching using project identifier: PXD060089

This data and protocol were generated as part of a pilot study in collaboration with the Michael J. Fox Foundation. The biospecimens were obtained from the Parkinson’s Progression Marker Initiative (PPMI) (RRID:SCR_006431). For up-to-date information on the study, visit www.ppmi-info.org.
DOI: 10.5281/zenodo.14007003
title: Proteomic Analysis of Skin Punch Biopsies from a Parkinson's Disease Patient Cohort: A PPMI Pilot Study

description: To facilitate a larger proteomic study of human skin from Parkinson's disease patient cohorts, a spectral library of the human skin proteome was generated through mass spectrometry (MS) analysis. For this purpose, twenty-two 3mm skin tissue punch biopsies from the C8 paravertebral region collected from a single Parkinson's disease patient cohort were analysed by data-independent acquisition mass spectrometry (DIA-MS) proteomics.

The protocol for sample preparation, DIA-MS proteomics and data analysis can be found here: https://www.protocols.io/view/proteomics-sample-preparation-of-human-skin-punch-14egn9e46l5d/v1

Raw mass spectrometry data generated from the analysis were deposited to the PRIDE database and can be accessed here: https://www.ebi.ac.uk/pride/archive/projects/PXD060089 or searching using project identifier: PXD060089

This data and protocol were generated as part of a pilot study in collaboration with the Michael J. Fox Foundation. The biospecimens were obtained from the Parkinson’s Progression Marker Initiative (PPMI) (RRID:SCR_006431). For up-to-date information on the study, visit www.ppmi-info.org.
DOI: 10.5281/zenodo.14008121
title: Dataset for manuscript Tracing Quartz Provenance: A Multi-Disciplinary Investigation of Luminescence Sensitisation Mechanisms of Quartz from Granite Source Rocks and Derived Sediments

description: Quartz optically stimulated luminescence (OSL) sensitivity as well as some electron spin resonance (ESR) and cathodoluminescence (CL) signals have been empirically proposed as provenance indicators. Sensitivity is defined as luminescence emitted in response to a given dose per unit mass. While it is largely believed to be acquired by earth surface processes, recent studies bring evidence that sensitisation processes depend on source geology.

Here we combine OSL and thermoluminescence (TL), ESR and CL analyses to understand the mechanisms of quartz OSL sensitisation. We investigate granites and their derived sediments from catchments draining simple lithologies of known age that display contrasting OSL sensitisation behaviour both in nature and during irradiation and light exposure laboratory experiments. The sample displaying increased OSL sensitisation is characterised by TL emission at intermediate temperatures (150-250 °C), Ti-related signals in CL, and Ti and Ge lithium compensated signals in ESR. The insensitive samples either lack or exhibit very weak such characteristics and contain several times less amount of trace titanium measured by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS).

We demonstrate that the OSL sensitisation results as an effect of the existence of certain defects and impurities in the quartz crystal in the parent rock, such as titanium and germanium. However, the degree of sensitisation reached in nature is significantly higher than in the laboratory.  As such, the existence of this precursor represents the potential for sensitisation, which can later be amplified by environmental factors during sedimentary history.
DOI: 10.5281/zenodo.14748090
title: Dataset for manuscript Tracing Quartz Provenance: A Multi-Disciplinary Investigation of Luminescence Sensitisation Mechanisms of Quartz from Granite Source Rocks and Derived Sediments

description: Quartz optically stimulated luminescence (OSL) sensitivity as well as some electron spin resonance (ESR) and cathodoluminescence (CL) signals have been empirically proposed as provenance indicators. Sensitivity is defined as luminescence emitted in response to a given dose per unit mass. While it is largely believed to be acquired by earth surface processes, recent studies bring evidence that sensitisation processes depend on source geology.

Here we combine OSL and thermoluminescence (TL), ESR and CL analyses to understand the mechanisms of quartz OSL sensitisation. We investigate granites and their derived sediments from catchments draining simple lithologies of known age that display contrasting OSL sensitisation behaviour both in nature and during irradiation and light exposure laboratory experiments. The sample displaying increased OSL sensitisation is characterised by TL emission at intermediate temperatures (150-250 °C), Ti-related signals in CL, and Ti and Ge lithium compensated signals in ESR. The insensitive samples either lack or exhibit very weak such characteristics and contain several times less amount of trace titanium measured by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS).

We demonstrate that the OSL sensitisation results as an effect of the existence of certain defects and impurities in the quartz crystal in the parent rock, such as titanium and germanium. However, the degree of sensitisation reached in nature is significantly higher than in the laboratory.  As such, the existence of this precursor represents the potential for sensitisation, which can later be amplified by environmental factors during sedimentary history.
DOI: 10.5281/zenodo.14733050
title: Dataset of "Size Distribution and Elemental Analysis of Fine Particles from Li-ion battery cell fire"

description: This study investigates fine particle emissions from lithium-ion battery fires during thermal runaway. Aerosol particles were captured and analyzed, revealing distinct size distributions and elemental compositions reflective of the battery's materials. Morphological analysis highlighted structural differences, providing insights into the behavior and potential risks of emitted particles.
DOI: 10.5281/zenodo.14733049
title: Dataset of "Size Distribution and Elemental Analysis of Fine Particles from Li-ion battery cell fire"

description: This study investigates fine particle emissions from lithium-ion battery fires during thermal runaway. Aerosol particles were captured and analyzed, revealing distinct size distributions and elemental compositions reflective of the battery's materials. Morphological analysis highlighted structural differences, providing insights into the behavior and potential risks of emitted particles.
DOI: 10.5281/zenodo.14724835
title: Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis main dataset

description: Data set and code accompanying the publication "Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis" in Optics Express 2025. Part 2, 3 and 4 of the dataset can be found at 10.5281/zenodo.14745277 , 10.5281/zenodo.14745917 and 10.5281/zenodo.14747354 . See related works.

This package is organized as follows:

# /DataThis folder contains all raw (Lumerical) data and the Lumerical code and files to produce the data. Additionally it contains a python script to perform merging of data sets. It is organized in to the Gaussian beam simulations and plane wave simulations.

# /pc-field-synthesisThis folder contains the python scripts to perform the field synthesis. The scripts "create_plotdata.py" produces all processed data ready to be plotted. 

# /FiguresThis folder contains all figures (png and pdf) of the publication and the python scripts to produce these figures from the processed data produced by "create_plotdata.py".
DOI: 10.5281/zenodo.14745916
title: Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis dataset - Part 3

description: Data set - Part 3 accompanying the publication "Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis" in Optics Express 2025. Part 1  of the dataset can be found at https //doi.org/10.5281/zenodo.14724835

This data set should be extracted into Data\PlanewaveSynthesis\Results in the main data set.
DOI: 10.5281/zenodo.14745917
title: Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis dataset - Part 3

description: Data set - Part 3 accompanying the publication "Computing focused beam transmissions of photonic crystals using angular spectrum field synthesis" in Optics Express 2025. Part 1  of the dataset can be found at https //doi.org/10.5281/zenodo.14724835

This data set should be extracted into Data\PlanewaveSynthesis\Results in the main data set.
DOI: 10.14473/csda/rhiuv3
title: Život během pandemie (Život k nezaplacení) 51. vlna
title: ŽBP

description: Cílem projektu Život během pandemie bylo shromažďovat data o vývoji epidemiologicky významného chování českých dospělých během pandemie nemoci covid-19 v letech 2021 až 2022 (zejména počty kontaktů, styk s nakaženým, testování, dodržování preventivních opatření, sociální aktivity, docházka na pracoviště, symptomy onemocnění). Sledovány byly také změny v pracovní aktivitě dotazovaných, ekonomická situace domácností a míry duševního zdraví s cílem vyhodnocovat dopady epidemie na uvedené oblasti života. Dále byly zjišťovány postoje veřejnosti k vládním opatřením, testování a očkování. K základní sadě socio-demografických proměnných dotázaných v první vlně šetření byly v jednotlivých vlnách postupně doplňovány socioekonomické charakteristiky respondentů a domácností, včetně retrospektivního zjišťování stavu před začátkem epidemie. Součástí šetření byly rovněž ad hoc moduly týkající témat relevantních v době pandemie, jako je distanční výuka nebo práce z domova.
Od podzimu 2021 bylo šetření postupně doplňováno o moduly reagující na závažné aktuální společenské krize a výzvy (energetická krize, konflikt na Ukrajině). Na jaře 2022 byl naopak oslaben epidemiologický modul. Od dubna 2022 bylo pokračování výzkumu zajišťováno ve spolupráci s Českým rozhlasem jako projekt Česko 2022: Život k nezaplacení s důrazem na dopady inflace na hospodaření domácností. Od října 2022 se v souvislosti s napojením sběru na Národní institut pro výzkum socioekonomických dopadů nemocí a systémových rizik (SYRI) šetření rozšiřuje o tematické moduly vztahující se ke zdravotním a jiným celospolečenským ohrožením.
Na obsahu šetření spolupracovaly převážně výzkumná společnost PAQ Research a iniciativa IDEA AntiCovid (do jara 2022). Od října 2022 připravují část otázek výzkumné týmy v projektu NPO Národní institut pro výzkum socioekonomických dopadů nemocí a systémových rizik (SYRI).
description: DATA A INFORMACE K TOMUTO VÝZKUMU JSOU ZATÍM PŘÍSTUPNÁ POUZE PRO VÝZKUMNÍKY PROJEKTU SYRI. PO UKONČENÍ TOHOTO PROJEKTU (KONEC ROKU 2025) BUDOU DATA A VŠECHNY DALŠÍ DOKUMENTY ZVEŘEJNĚNY PRO OSTATNÍ UŽIVATELE DATOVÉHO ARCHIVU.
DOI: 10.5281/zenodo.14748125
title: LPIS/GSAA of olive groves in the EU

description: The Soil O-live Project (https://soilolive.eu/), funded by Horizon Europe, collected all available georeferenced agricultural parcels data in EU Member States from national LPIS/GSAA collections to create an improved pan-European dataset that more accurately depicts the distribution of olive orchards in Europe than CORINE products. LPIS/GSAA includes georeferenced parcels, which, when compared to the pixels in the CORINE product, allow for a more exact determination of individual olive orchards as target regions and the extraction of harmonized data. Here, the georeferenced LPIS/GSAA parcels related to olive groves for seven countries are provided in shapefile format (Croatia, France, Greece, Italy, Portugal, Slovenia, and Spain). The data refers to the years 2021, 2022 and 2023.
DOI: 10.5281/zenodo.14748127
title: LPIS/GSAA of olive groves in the EU

description: The Soil O-live Project (https://soilolive.eu/), funded by Horizon Europe, collected all available georeferenced agricultural parcels data in EU Member States from national LPIS/GSAA collections to create an improved pan-European dataset that more accurately depicts the distribution of olive orchards in Europe than CORINE products. LPIS/GSAA includes georeferenced parcels, which, when compared to the pixels in the CORINE product, allow for a more exact determination of individual olive orchards as target regions and the extraction of harmonized data. Here, the georeferenced LPIS/GSAA parcels related to olive groves for seven countries are provided in shapefile format (Croatia, France, Greece, Italy, Portugal, Slovenia, and Spain). The data refers to the years 2021, 2022 and 2023.