cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10624656
title: Mechanism of isosymmetric polar order-disorder phase transition in pyroelectric [CH3CH2NH3]2NaGa(HCOO)6 double perovskite - dataset

description: Project NCN SONATA 16 2020/39/D/ST5/01289
DOI: 10.48329/3d2n-ep28
title: CPRD Aurum Small Area data (practice) September 2025

description: The general practice postcode linkages are available for all practices in CPRD GOLD and CPRD Aurum and use the general practice postcode which is linked via LSOA, SOA in Northern Ireland and datazone (DZ) in Scotland. The general practice postcode linkage includes several well-known area-based measures of deprivation, including the Index of Multiple Deprivation, Townsend Deprivation Index and Carstairs Index, and Rural-Urban Classification, which are available at the LSOA level for linkage to CPRD primary care data through the practice postcode. Additionally, Sub-Integrated Care Board Locations (Sub-ICB Locs) pseudonym (practice level, England-only) is available. Access is provided by CPRD subject to protocol approval. Further information is available at https://www.cprd.com/linked-data.
DOI: 10.15468/dl.25tzph
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spondylus violacescens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 36 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010851-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5sh3t
title: Occurrence Download

description: A dataset containing 497045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Continent is Europe",
 "Country is Netherlands",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Apis mellifera, Aglais urticae, Eupeodes corollae, Bombus terrestris, Bombus lapidarius, Episyrphus balteatus, Vespula vulgaris, Eristalis tenax, Coccinella septempunctata)",
 "Year 2020-2025"
 ]
}

 The dataset includes 497045 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010825-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjsahb
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camelina rumelica",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010854-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h26qwe
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camelina rumelica",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010852-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvd3qg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camelina rumelica",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010853-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvjthf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apolymetis meyeri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010855-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15630692
title: Dataset: Pseudopotential effects on electronic properties in transition metal oxides using Wannier functions

description: # Electronic transport calculation in transition metal oxides

 

## Description

 

In this repository, we calculated using Wannier functions (W90) the electronic transport properties such as bandgap, high-frequency permittivity, and electrical conductivity of TMOs using five main pseudopotentials (PPs) library, including GBRV-1.5-US, pslibrary-1.0-PAW, pslibrary-1.0-US, SG15-1.1-NC, and SSSP-Efficiency-1.3.0-mix. 

 

## Data organization

 

The data are distributed into two categories:

 

1. Raw data

    - Bands+Orbitals

    - eps_inf-structure-case

    - pp-parametization

    - PPs-Comparison

    - Quartz

2. Processed data (Post process)

    - Bands+Orbitals --> shows how electronic band structure distributed and how well interpolated using W90 functions vs QE bands.

    - eps_inf-structure-case --> shows how the structural effect can play role on the calculation of high frequency permittivity using Wannier function and Berry phase methods.

    - pp-parametization --> shows how inconsistency of PPs+XC functional effect on band structure and electrical conductivity result.

    - PPs-Comparison --> calculated materials properties.

 

The materials properties are distributed into three different section and each section has its own README file for details.

 

1. Band gap

2. High-frequency dielectric permittivity

3. Electrical conductivity

 

## Support

 

- For any question, you can write us an email to contact.

 

- Corresponding persons for this repository:

 

    - Aykut Öztürk: aykut.oeztuerk@ceramics.tu-berlin.de

    - Peter Kraus: peter.kraus@ceramics.tu-berlin.de

 

## Contributing

 

- Any feedback/contributions will be appreciated, since the high-frequency dielectric permittivity results are very much depending on convergence of Wannier functions. We believe that there is still room for discussion.

 

- All the codes in this repository are written on Jupiter notebook format. Basically, standard python environment would be enough such as NumPy to run these postprocessing codes.

 

- Please check for each directory for the steps of the calculation and required documents.

 

## Authors and acknowledgment

 

- Many thanks to Dr.Peter Kraus for his supervising and his ideas on this project.

- This project is funded by DFG (Emmy-Noether Programm).

 

## License

 

Wannier90 and Quantum Espresso are open source codes, be sure that you cite them properly.

 

## Project status

 

This small benchmarking to see effect of PPs on electronic properties of TMOs has been completely done. Any further work would be welcome. 

 

## Future work

 

Our next project will be using automated workflows, namely AiiDA to see the effect of different functionals on electronic properties of TMOs.
DOI: 10.25574/27528
title: Chandra X-ray Observatory ObsId 27528

description: An X-ray view on ICM draping and ram-pressure stripping
DOI: 10.25574/27538
title: Chandra X-ray Observatory ObsId 27538

description: X-RAY SURVEYING RADIO-LOUD ACTIVE GALAXIES AND THEIR LARGE-SCALE ENVIRONMENTS
DOI: 10.25574/27541
title: Chandra X-ray Observatory ObsId 27541

description: Stellar activity with TESS and Chandra
DOI: 10.25574/27543
title: Chandra X-ray Observatory ObsId 27543

description: The assembly arena of a powerful obscured quasar
DOI: 10.25574/27548
title: Chandra X-ray Observatory ObsId 27548

description: X-Ray Jets in Microquasars
DOI: 10.25574/27549
title: Chandra X-ray Observatory ObsId 27549

description: A detailed view of the rare and colossal 800kpc sloshing cold front in the outskirts of Abell 399
DOI: 10.25574/27550
title: Chandra X-ray Observatory ObsId 27550

description: Calibration of the quasar Hubble diagram with z &lt;~ 0.7 quasars as CATs
DOI: 10.15468/dl.z37ug6
title: Occurrence Download

description: A dataset containing 414112 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium Berolinense, Berlin (B)"
 ]
}

 The dataset includes 414112 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010836-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bekxnz
title: Occurrence Download

description: A dataset containing 83 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Camelina rumelica",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 83 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010857-250914085247600/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.30145930
title: Supplementary dataset for Quinones in the Bacterial Tree of Life, Dataset S2: Phylogenies and alignments

description: This is part of the Supplementary material of the study "<b>Global distribution of isoprenoid quinones across Bacteria</b>", posted on biorxiv and submitted.Authors' list: Sophie-Carole Chobert<sup>1,†</sup>, Suraj Kanwar<sup>1</sup>, Olivier Lerouxel<sup>1</sup>, Nelle Varoquaux<sup>1</sup>, Julie Michaud<sup>1</sup>, Ludovic Pelosi<sup>1</sup>, Fabien Pierrel<sup>1</sup><i>, </i>Sophie S. Abby<sup>1</sup><sup>1</sup> TIMC, UMR 5525, VetAgro Sup, Grenoble INP, CNRS, Université Grenoble Alpes, Grenoble, France<sup>† </sup>Present address: Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France<br>
DOI: 10.6084/m9.figshare.30145930.v1
title: Supplementary dataset for Quinones in the Bacterial Tree of Life, Dataset S2: Phylogenies and alignments

description: This is part of the Supplementary material of the study "<b>Global distribution of isoprenoid quinones across Bacteria</b>", posted on biorxiv and submitted.Authors' list: Sophie-Carole Chobert<sup>1,†</sup>, Suraj Kanwar<sup>1</sup>, Olivier Lerouxel<sup>1</sup>, Nelle Varoquaux<sup>1</sup>, Julie Michaud<sup>1</sup>, Ludovic Pelosi<sup>1</sup>, Fabien Pierrel<sup>1</sup><i>, </i>Sophie S. Abby<sup>1</sup><sup>1</sup> TIMC, UMR 5525, VetAgro Sup, Grenoble INP, CNRS, Université Grenoble Alpes, Grenoble, France<sup>† </sup>Present address: Univ. Grenoble Alpes, CNRS, INRAE, IRD, Grenoble INP, IGE, 38000 Grenoble, France<br>
DOI: 10.15468/dl.jsp4vg
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austromacoma nymphalis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 23 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010858-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15476101
title: Fire ants in the Brazilian Atlantic Forest: history of occurrence and its implications

description: All the data obtained from the collections and data from the Atlantic ants database were cataloged in the database named: "Solenopsis_spreadsheet".

To compare the decades, the data was organized into data frames:

S. invicta = decada_invicta S. saevissima = decada_saevissima

The script used to run the analysis in R for figure 4 is named "figure 4"

The data from the variables extracted from mapbiomas with the values for the number and area of native vegetation/anthropic fragments were inserted together with the occurrence number of each species in the following dataframes:

S. invicta = "dados_invicta_atual" S. saevissima = "dados_saevissima_atual"

The script used to run the analysis in R for figures 5 and 6 is named "figure 5 and 6"
DOI: 10.5281/zenodo.15476102
title: Fire ants in the Brazilian Atlantic Forest: history of occurrence and its implications

description: All the data obtained from the collections and data from the Atlantic ants database were cataloged in the database named: "Solenopsis_spreadsheet".

To compare the decades, the data was organized into data frames:

S. invicta = decada_invicta S. saevissima = decada_saevissima

The script used to run the analysis in R for figure 4 is named "figure 4"

The data from the variables extracted from mapbiomas with the values for the number and area of native vegetation/anthropic fragments were inserted together with the occurrence number of each species in the following dataframes:

S. invicta = "dados_invicta_atual" S. saevissima = "dados_saevissima_atual"

The script used to run the analysis in R for figures 5 and 6 is named "figure 5 and 6"
DOI: 10.5281/zenodo.17143159
title: Standartox

description: Data set used in the R-package standartox.
DOI: 10.5281/zenodo.15129202
title: Real-Time Temperature Monitoring with Cr3+-Based Hybrid Formate Perovskites: Insights into the Relation Between Chemical Composition and Thermometric Performance

description: Project NCN SONATA 16 2020/39/D/ST5/01289
DOI: 10.5281/zenodo.15129203
title: Real-Time Temperature Monitoring with Cr3+-Based Hybrid Formate Perovskites: Insights into the Relation Between Chemical Composition and Thermometric Performance

description: Project NCN SONATA 16 2020/39/D/ST5/01289
DOI: 10.15468/dl.swynms
title: Occurrence Download

description: A dataset containing 69354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Balanophoraceae, Balsaminaceae, Barclayaceae, Basellaceae, Begoniaceae, Berberidaceae, Betulaceae, Biebersteiniaceae, Bignoniaceae, Bixaceae, Bombacaceae, Boraginaceae, Brassicaceae, Bromeliaceae, Buddlejaceae, Burmanniaceae, Burseraceae, Butomaceae, Buxaceae, Cabombaceae, Cactaceae, Callitrichaceae, Campanulaceae, Cannabaceae, Cannaceae, Capparaceae, Caprifoliaceae, Cardiopteridaceae, Caricaceae, Caryophyllaceae, Casuarinaceae, Celastraceae, Ceratophyllaceae, Chenopodiaceae, Chrysobalanaceae, Circaeasteraceae, Cistaceae, Clethraceae, Clusiaceae, Colchicaceae, Combretaceae, Commelinaceae, Connaraceae, Convolvulaceae, Coriariaceae, Cornaceae, Costaceae, Crassulaceae, Cucurbitaceae, Cuscutaceae, Cymodoceaceae, Cyperaceae)"
 ]
}

 The dataset includes 69354 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010818-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxqwm2
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bosemprella incarnata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 713 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010860-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fuemn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsella rubella",
 "Country is Bulgaria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010862-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypjrjq
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsella rubella",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010861-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyuv63
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010865-250914085247600/datasets/export for details.
DOI: 10.15468/dl.4v4dfh
title: Occurrence Download

description: A dataset containing 533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heriades rubicola"
 ]
}

 The dataset includes 533 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010864-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.44vegu
title: Occurrence Download

description: A dataset containing 497045 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Continent is Europe",
 "Country is Netherlands",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Apis mellifera, Aglais urticae, Eupeodes corollae, Bombus terrestris, Bombus lapidarius, Episyrphus balteatus, Vespula vulgaris, Eristalis tenax, Coccinella septempunctata)",
 "Year 2020-2025"
 ]
}

 The dataset includes 497045 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010824-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86bvyc
title: Occurrence Download

description: A dataset containing 6029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Erthesina fullo"
 ]
}

 The dataset includes 6029 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010866-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48472/deposita/wswajq
title: Conjunto de dados bibliográficos sobre competência digital de bibliotecários escolares: revisão integrativa (2024–2025)

description: Este conjunto de dados reúne os registros obtidos em uma das etapas da revisão integrativa no âmbito de uma dissertação de mestrado em Ciência da Informação da Universidade Federal de Santa Catarina (UFSC). A dissertação intitulada “Elementos da competência digital aplicáveis aos bibliotecários escolares: diretrizes para formação e desenvolvimento no contexto tecnológico” foi realizada entre 2024 e 2025, e os dados foram coletados em agosto de 2024. A pesquisa de dissertação teve como objetivo "elaborar um conjunto de diretrizes com elementos da competência digital que são aplicáveis ao contexto de trabalho dos bibliotecários escolares, capazes de fornecer orientação para a formação e desenvolvimento desses profissionais no contexto tecnológico atual". A coleta e análise dos dados foram conduzidas nas bases científicas Library, Information Science & Technology Abstracts (LISTA), Scopus e Web of Science (WoS). O processo envolveu a extração dos metadados, gerenciamento no software Zotero, remoção de duplicatas e consolidação dos dados em planilhas eletrônicas. O conjunto está organizado em seis arquivos, que incluem as especificações do conjunto de dados e as listagens dos metadados obtidos.
DOI: 10.15468/dl.cu6h5e
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclotellina remies",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 80 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010867-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14962746
title: Supporting Data from: Physically Constrained Mass Spectrometry Data Binning for Multi-Platform Untargeted Metabolomics Data Integration

description: §  Supporting file 1

A spreadsheet recording numerous iterations for hyperparameter tuning for logistic regression model.

§  Supporting file 2

A spreadsheet recording numerous iterations for hyperparameter tuning for linear Support Vector Classifier model.

§  Supporting file 3

A spreadsheet recording numerous iterations for hyperparameter tuning for gradient boosting model.

§  Supporting file 4

A spreadsheet recording numerous iterations for hyperparameter tuning for eXtreme Gradient Boosting model.

§  Supporting file 5

A spreadsheet recording numerous iterations for hyperparameter tuning for decision tree model.

§  Supporting file 6

A spreadsheet recording numerous iterations for hyperparameter tuning for random forest model.

§  Supporting file 7

A spreadsheet recording binning performance before data integration (batch 1).

§  Supporting file 8

A spreadsheet recording binning performance before data integration (batch 2).

§  Supporting file 9

A spreadsheet recording binning performance after inter-batch data integration.

§  Supporting dataset 1

A zip collection of DESI-MSI raw data for the trainging dataset.

§  Supporting dataset 2

A zip collection of DESI-MSI raw data for the external dataset used for data ingestion.

§  Supporting dataset 3

A zip collection of MS raw data for the fine-needle aspiration smear DESI-MSI dataset.

§  Supporting dataset 4

A zip collection of MS raw data for the direction infusion dataset.

§  Supporting dataset 5

A zip collection of histograms of the m/z buckets before data integration (batch 1).

§  Supporting dataset 6

A zip collection of histograms of the m/z buckets before data integration (batch 2).

§  Supporting dataset 7

A zip collection of histograms of the m/z buckets after inter-batch data integration.
DOI: 10.15468/dl.mvtyqy
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capsella rubella",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010868-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.