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

description: A dataset containing 1764 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna y flora asociada al plan de manejo de la Reserva Forestal Protectora Nacional Aguacatal (La Elvira) - Cerro Dapa Carisucio, Valle del Cauca"
 ]
}

 The dataset includes 1764 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114582-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anher5
title: Occurrence Download

description: A dataset containing 2066 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spermacoce alata Aubl."
 ]
}

 The dataset includes 2066 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114581-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjef2f
title: Occurrence Download

description: A dataset containing 1916 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Gelatinous zooplankton validated sightings reported by avvistAPP users"
 ]
}

 The dataset includes 1916 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114583-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/srqvlh
title: Variables Glossary physical activitty, success judgment, and dementia.tab

description: :unav
DOI: 10.57745/v0jzws
title: Data physical activitty, success judgment, and dementia.tab

description: :unav
DOI: 10.11583/dtu.25212788
title: Data related to the publication: "ELECTROMECHANICAL COUPLING IN ALKALINE-EARTH DOPED-CERIA CERAMICS"

description: Oxygen-deficient cerium oxide ceramics exhibit an anomalously high electromechanical response called giant electrostriction. This feature has been linked to the polarization and reorganization of ionic defects, under an electric field. However, the exact mechanism and how it is related to intrinsic/extrinsic characteristics of doped ceria remains unclear. The present work investigates how alkaline-earth dopants with different defect–dopant interactions affect the overall electrochemical properties and defect chemistry and, ultimately, how these features impact the final electromechanical properties. We found higher dopant–defect associations attenuate the low-frequency relaxation of the electrostrictive coefficient. The defect chemistry is shown to be the main factor controlling the final electromechanical properties rather than defect concentration. All compositions show a similar electrostrictive response at high frequencies, indicating a common underlying mechanism. All samples showed a high electrostrictive coefficient (up to 6.5ꞏ10<sup>-16</sup> m<sup>2</sup>/V<sup>2</sup>) and pseudo-piezoelectric response (149 pm/V).
DOI: 10.11583/dtu.25212788.v1
title: Data related to the publication: "ELECTROMECHANICAL COUPLING IN ALKALINE-EARTH DOPED-CERIA CERAMICS"

description: Oxygen-deficient cerium oxide ceramics exhibit an anomalously high electromechanical response called giant electrostriction. This feature has been linked to the polarization and reorganization of ionic defects, under an electric field. However, the exact mechanism and how it is related to intrinsic/extrinsic characteristics of doped ceria remains unclear. The present work investigates how alkaline-earth dopants with different defect–dopant interactions affect the overall electrochemical properties and defect chemistry and, ultimately, how these features impact the final electromechanical properties. We found higher dopant–defect associations attenuate the low-frequency relaxation of the electrostrictive coefficient. The defect chemistry is shown to be the main factor controlling the final electromechanical properties rather than defect concentration. All compositions show a similar electrostrictive response at high frequencies, indicating a common underlying mechanism. All samples showed a high electrostrictive coefficient (up to 6.5ꞏ10<sup>-16</sup> m<sup>2</sup>/V<sup>2</sup>) and pseudo-piezoelectric response (149 pm/V).
DOI: 10.15468/dl.wxm37t
title: Occurrence Download

description: A dataset containing 1444 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((48.89796 3.94939,175.38525 3.94939,175.38525 54.52265,48.89796 54.52265,48.89796 3.94939))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus L."
 ]
}

 The dataset includes 1444 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114584-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnvget
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa oxyacantha M.Bieb."
 ]
}

 The dataset includes 211 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114585-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gyfkf
title: Occurrence Download

description: A dataset containing 8800 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is FRA.2.1_1"
 ]
}

 The dataset includes 8800 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114586-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/558017cb-7964-4f5a-8fb2-4fe489f1555d
title: Raw data and analysis scripts used to make figures for the PhD thesis titled: Confinement and proximity in a two-dimensional electron gas

description: The dataset contains experimental data obtained over several years and covers all the figures presented in the PhD thesis. The data is stored in a qcodes database, as this package was used to control the experimental setups. Most experiments revolve around measuring quantum dots coupled via an Andreev bound state. We use standard low-frequency lockin and DC measurement techniques, as well as sub-GHz reflectometry. Additional datasets contain simulation data for simple models used to compare with the experimental results.
DOI: 10.4121/558017cb-7964-4f5a-8fb2-4fe489f1555d.v1
title: Raw data and analysis scripts used to make figures for the PhD thesis titled: Confinement and proximity in a two-dimensional electron gas

description: The dataset contains experimental data obtained over several years and covers all the figures presented in the PhD thesis. The data is stored in a qcodes database, as this package was used to control the experimental setups. Most experiments revolve around measuring quantum dots coupled via an Andreev bound state. We use standard low-frequency lockin and DC measurement techniques, as well as sub-GHz reflectometry. Additional datasets contain simulation data for simple models used to compare with the experimental results.
DOI: 10.5281/zenodo.13640496
title: Single-cell embryo dataset for X-scPAE

description: The E-MTAB-3929 dataset is a human embryo dataset that includes 1,096 samples from three developmental stages: day 5 (E5), day 6 (E6), and day 7 (E7) of embryonic development. These samples belong to three cell lineages: PE, TE, and EPI, with 11,662 gene features.

The GSE36552 dataset is a human embryo dataset that includes 66 samples from the 8-cell stage, morula stage, and late blastocyst, with 15,143 gene features.

The GSE109071 dataset is a mouse embryo dataset that includes 1,724 samples from embryonic developmental stages E5.25, E5.5, E6.25, and E6.5, with 7,565 gene features.
DOI: 10.5281/zenodo.13640497
title: Single-cell embryo dataset for X-scPAE

description: The E-MTAB-3929 dataset is a human embryo dataset that includes 1,096 samples from three developmental stages: day 5 (E5), day 6 (E6), and day 7 (E7) of embryonic development. These samples belong to three cell lineages: PE, TE, and EPI, with 11,662 gene features.

The GSE36552 dataset is a human embryo dataset that includes 66 samples from the 8-cell stage, morula stage, and late blastocyst, with 15,143 gene features.

The GSE109071 dataset is a mouse embryo dataset that includes 1,724 samples from embryonic developmental stages E5.25, E5.5, E6.25, and E6.5, with 7,565 gene features.
DOI: 10.5281/zenodo.10651536
title: Using Deep Learning to Design High Aspect Ratio Fusion Devices (Dataset)

description: This dataset was developed for the work entitled Using Deep Learning to Design High Aspect Ratio Fusion Devices. A small explanation is hereby given:

The design of fusion devices is typically based on computationally expensive simulations. This can be alleviated using high aspect ratio models that employ a reduced number of free parameters, especially in the case of stellarator optimization where non-axisymmetric magnetic fields with a large parameter space are optimized to satisfy certain performance criteria. However, optimization is still required to find configurations with properties such as low elongation, high rotational transform, finite plasma beta, and good fast particle confinement. In this work, we train a machine learning model to construct configurations with favorable confinement properties by finding a solution to the inverse design problem: obtaining a set of model input parameters for given desired properties. Since the solution of the inverse problem is non-unique, a probabilistic approach, based on mixture density networks, is used. It is shown that optimized configurations can be generated reliably using this method.
DOI: 10.5281/zenodo.10651537
title: MLSD
DOI: 10.5281/zenodo.13623959
title: Using Deep Learning to Design High Aspect Ratio Fusion Devices (Dataset)

description: This dataset was developed for the work entitled Using Deep Learning to Design High Aspect Ratio Fusion Devices. A small explanation is hereby given:

The design of fusion devices is typically based on computationally expensive simulations. This can be alleviated using high aspect ratio models that employ a reduced number of free parameters, especially in the case of stellarator optimization where non-axisymmetric magnetic fields with a large parameter space are optimized to satisfy certain performance criteria. However, optimization is still required to find configurations with properties such as low elongation, high rotational transform, finite plasma beta, and good fast particle confinement. In this work, we train a machine learning model to construct configurations with favorable confinement properties by finding a solution to the inverse design problem: obtaining a set of model input parameters for given desired properties. Since the solution of the inverse problem is non-unique, a probabilistic approach, based on mixture density networks, is used. It is shown that optimized configurations can be generated reliably using this method.
DOI: 10.5281/zenodo.13641074
title: Data and Code for Hail Study
DOI: 10.5281/zenodo.13641075
title: Data and Code for Hail Study
DOI: 10.17028/rd.lboro.26871163.v1
title: Results of the Procrastination survey with bar charts

description: This dataset is has been processed from a questionnaire about the frequency, form of procrastination, and influences on behaviour when trying to undertake stages of a design process that was completed by 146 students and 9 staff within a UK design and creative arts school.
DOI: 10.17028/rd.lboro.26871157
title: SPSS processed data set of Procrastination survey data

description: This SPPS document has been processed from an Excel spreadsheet questionnaire about the frequency, form of procrastination, and influences on behaviour when trying to undertake stages of a design process that was completed by 146 students and 9 staff within a UK design and creative arts school.
DOI: 10.17028/rd.lboro.26871163
title: Results of the Procrastination survey with bar charts

description: This dataset is has been processed from a questionnaire about the frequency, form of procrastination, and influences on behaviour when trying to undertake stages of a design process that was completed by 146 students and 9 staff within a UK design and creative arts school.
DOI: 10.15468/dl.dn9saf
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Mongolia)",
 "TaxonKey is Adenophora elata Nannf."
 ]
}

 The dataset includes 80 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114587-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25430/researchdata.cab.unipd.it.00001354
title: Meso–Cenozoic geodynamic evolution of the Patagonian foreland: insights from low-temperature thermochronology in the Deseado Massif

description: Thermal modelling input data and results
DOI: 10.5281/zenodo.10629442
title: HANZE catalogue of modelled and historical floods in Europe, 1950-2020

description: The HANZE dataset covers riverine, pluvial, coastal and compound floods that have occurred in 42 European countries. It contains:



2521 historical floods with impact data (1870-2020);

237 further historical floods with significant impacts, but without precise impact data (1950-2020)

Nearly 15,000 modelled floods with a potential to cause significant impacts, classified by actual historical occurrence or non-occurrence impacts (1950-2020).


Historical floods and the classification of modelled floods was completed by extensive data-collection from more than 900 sources ranging from news reports through government databases to scientific papers. Impact data collected or modelled include area inundated, fatalities, persons affected or economic loss. Economic losses were inflation- and exchange-rate adjusted to 2020 value of the euro. The historical catalogue (lsit A) also includes losses in the original currencies and price levels. The spatial footprint of affected areas is consistently recorded using more than 1400 subnational units corresponding, with minor exceptions, to the European Union’s Nomenclature of Territorial Units for Statistics (NUTS), level 3. Apart from the possibility to download the data, the database can be viewed, filtered and visualized online: https://naturalhazards.eu. 

The dataset contains the following files (CSV comma-delimited, UTF8, and ESRI shapefiles in zipped folders):

HANZE_historical_floods_catalogue_listA.csv - historical floods with impact data (1870-2020)

HANZE_historical_floods_catalogue_listB.csv - historical floods without impact data (1950-2020)

HANZE_potential_flood_catalogue_all.csv - modelled potential floods (1950-2020)

HANZE_list_of_references.csv - List of all references used in the catalogues

HANZE_model_completness_analysis.csv - Comparison between modelled and reported footprints of historical floods

Regions_v2010_simplified.zip - Map of subnational regions (v2010)

Regions_v2021_simplified.zip - Map of subnational regions (regions v2021)

 

v1.2: corrected NUTS regions v2021 for a few events, which were accidently coded with v2010 regions.

v1.1: errors in two records in "HANZE_historical_floods_catalogue_listB.csv" (wrong country code in event ID 8227 and wrong start date in event ID 8237) were corrected.
description: This work was supported by the German Research Foundation (DFG) through project "Decomposition of flood losses by environmental and economic drivers" (FloodDrivers), project no. 449175973
DOI: 10.5281/zenodo.10949631
title: HANZE catalogue of modelled and historical floods in Europe, 1950-2020

description: The HANZE dataset covers riverine, pluvial, coastal and compound floods that have occurred in 42 European countries. It contains:



2521 historical floods with impact data (1870-2020);

237 further historical floods with significant impacts, but without precise impact data (1950-2020)

Nearly 15,000 modelled floods with a potential to cause significant impacts, classified by actual historical occurrence or non-occurrence impacts (1950-2020).


Historical floods and the classification of modelled floods was completed by extensive data-collection from more than 900 sources ranging from news reports through government databases to scientific papers. Impact data collected or modelled include area inundated, fatalities, persons affected or economic loss. Economic losses were inflation- and exchange-rate adjusted to 2020 value of the euro. The historical catalogue (lsit A) also includes losses in the original currencies and price levels. The spatial footprint of affected areas is consistently recorded using more than 1400 subnational units corresponding, with minor exceptions, to the European Union’s Nomenclature of Territorial Units for Statistics (NUTS), level 3. Apart from the possibility to download the data, the database can be viewed, filtered and visualized online: https://naturalhazards.eu. 

The dataset contains the following files (CSV comma-delimited, UTF8, and ESRI shapefiles in zipped folders):

HANZE_historical_floods_catalogue_listA.csv - historical floods with impact data (1870-2020)

HANZE_historical_floods_catalogue_listB.csv - historical floods without impact data (1950-2020)

HANZE_potential_flood_catalogue_all.csv - modelled potential floods (1950-2020)

HANZE_list_of_references.csv - List of all references used in the catalogues

HANZE_model_completness_analysis.csv - Comparison between modelled and reported footprints of historical floods

Regions_v2010_simplified.zip - Map of subnational regions (v2010)

Regions_v2021_simplified.zip - Map of subnational regions (regions v2021)

 

v1.1: errors in two records in "HANZE_historical_floods_catalogue_listB.csv" (wrong country code in event ID 8227 and wrong start date in event ID 8237) were corrected.
description: This work was supported by the German Research Foundation (DFG) through project "Decomposition of flood losses by environmental and economic drivers" (FloodDrivers), project no. 449175973
DOI: 10.15468/dl.hms46n
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Uzbekistan, Pakistan, China, India, Afghanistan, Kazakhstan, Kyrgyzstan, Tajikistan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rosa webbiana Wall."
 ]
}

 The dataset includes 700 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114588-240626123714530/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.14575488
title: Data from manuscript "A sedimentary DNA perspective of the impact of environmental and food web changes on the microbial eukaryotic community of Lake Biwa".

description: 18S data used in the manuscript Capo et al 2024 "A sedimentary DNA perspective about the influence of environmental and food‐web changes on the microbial eukaryotic community of Lake Biwa"
DOI: 10.6084/m9.figshare.14575488.v1
title: Data from manuscript "A sedimentary DNA perspective of the impact of environmental and food web changes on the microbial eukaryotic community of Lake Biwa".

description: 18S data used in the manuscript Capo et al 2024 "A sedimentary DNA perspective about the influence of environmental and food‐web changes on the microbial eukaryotic community of Lake Biwa"
DOI: 10.15468/dl.z3ur8p
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sapindus rarak DC.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 93 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114590-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10640691
title: HANZE catalogue of modelled flood footprints in Europe, 1950-2020

description: The dataset covers potential modelled riverine, coastal and compound floods that have occurred in 42 European countries. Nearly 15,000 modelled floods with a potential to cause significant impacts, classified by actual historical occurrence or non-occurrence impacts (1950-2020).

This dataset contains the modelled flood footprints as vector files per event. The tabular data and supplementary information is available in another Zenodo repository (https://dx.doi.org/10.5281/zenodo.10629443). 

The naming of the files  is according to the following scheme:

Event_M_C_Y_T.*

where:

M is the unique event identifier

C is the two-letter country code

Y is the year when the event began

T is the type of event

 

Note: this version of the dataset includes coastal events mistakenly omitted from the original upload
description: This work was supported by the German Research Foundation (DFG) through project "Decomposition of flood losses by environmental and economic drivers" (FloodDrivers), project no. 449175973
DOI: 10.5281/zenodo.10630337
title: Coastal sea level and its components for Europe, 1950-2020

description: This collection includes coastal sea level data and postprocessing scripts in Matlab that are a basis of a flood catalogue in project FloodDrivers (https://dx.doi.org/10.5281/zenodo.10629443). It also includes files and scripts for the Delft3D simulation set-up. The data include:



Storm surge heights from the Delft3D simulation

Sea level rise from three dataset

Glacial isostatic adjustment rate and mean dynamic topography

Validation data (water level, surge and tide, mostly from GESLA v3, https://gesla787883612.wordpress.com/ )


Tide elevation can be computed using scripts in this repository, by downloading FES2014 constituents and using pyTMD package.
DOI: 10.5281/zenodo.10630338
title: Coastal sea level and its components for Europe, 1950-2020

description: This collection includes coastal sea level data and postprocessing scripts in Matlab that are a basis of a flood catalogue in project FloodDrivers (https://dx.doi.org/10.5281/zenodo.10629443). It also includes files and scripts for the Delft3D simulation set-up. The data include:



Storm surge heights from the Delft3D simulation

Sea level rise from three dataset

Glacial isostatic adjustment rate and mean dynamic topography

Validation data (water level, surge and tide, mostly from GESLA v3, https://gesla787883612.wordpress.com/ )


Tide elevation can be computed using scripts in this repository, by downloading FES2014 constituents and using pyTMD package.
DOI: 10.5281/zenodo.10630861
title: HANZE v2.2 flood impact model input data

description: This dataset provides input data needed to run HANZE v2.2 model. The ZIP files need to be downloaded and unpacked in the same directory, which has to be defined in "get_file.py" of the HANZE model (variable "repo_path" at the beginning of the file).