cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18458291
title: Model Simulation Data used in the paper "Three-Dimensional Distributions and Seasonality of Interannual Trends in the Stratospheric Contribution to Tropospheric Ozone over China: A 37-Year Modeling Study"

description: The data presented here are the model simulations used in manuscript "Three-Dimensional Distributions and Seasonality of Interannual Trends in the Stratospheric Contribution to Tropospheric Ozone over China: A 37-Year Modeling Study", stored in Python .npz format. 

The file corr-modo3-42y-interp.npz contains gridded, annual data for China and surrounding regions from 1981 to 2022, interpolated to three pressure levels: near-surface, 500 hPa, and 300 hPa. Each year is divided into four seasons—winter, spring, summer, and autumn. The accompanying plotting script is provided in o3-hori-plot-250804.py. 

The file corr-trends-37-new.npz contains gridded interannual trends data for China and surrounding regions from 1986 to 2022, also interpolated to three pressure levels and divided into four seasons.The accompanying plotting script is provided in o3-trend-plot-250804.py.

The file mod-vert-6.npz contains vertical profiles for six major regions in China from 1986 to 2022.The accompanying plotting script is provided in o3-vert-plot-new-250501.py and o3-vert-trend-plot-250501.py. Detailed information of these six regions can be found in the manuscript.
DOI: 10.5281/zenodo.18458292
title: Model Simulation Data used in the paper "Three-Dimensional Distributions and Seasonality of Interannual Trends in the Stratospheric Contribution to Tropospheric Ozone over China: A 37-Year Modeling Study"

description: The data presented here are the model simulations used in manuscript "Three-Dimensional Distributions and Seasonality of Interannual Trends in the Stratospheric Contribution to Tropospheric Ozone over China: A 37-Year Modeling Study", stored in Python .npz format. 

The file corr-modo3-42y-interp.npz contains gridded, annual data for China and surrounding regions from 1981 to 2022, interpolated to three pressure levels: near-surface, 500 hPa, and 300 hPa. Each year is divided into four seasons—winter, spring, summer, and autumn. The accompanying plotting script is provided in o3-hori-plot-250804.py. 

The file corr-trends-37-new.npz contains gridded interannual trends data for China and surrounding regions from 1986 to 2022, also interpolated to three pressure levels and divided into four seasons.The accompanying plotting script is provided in o3-trend-plot-250804.py.

The file mod-vert-6.npz contains vertical profiles for six major regions in China from 1986 to 2022.The accompanying plotting script is provided in o3-vert-plot-new-250501.py and o3-vert-trend-plot-250501.py. Detailed information of these six regions can be found in the manuscript.
DOI: 10.3217/12xva-ma811
title: Replication Data and conference paper for: AbSorbEnt - On the search for alternative absorbents

description: This repository entry contains the following publication and its data:
Wernhart, M., Rieberer, R., Weinzettl, C., Demmelmayer, P., Kienberger, M., Damm, M., Kalb, R. (2024). AbSorbEnt - On the search for alternative absorbents,
International Sorption Heat Pump Conference, Beijing, China. 
--------------------------
METHODOLOGICAL INFORMATION
--------------------------
In the present publication, experimental results on the fluid properties such as the equilibrium mass fractions at pressures and temperatures representing cooling mode as 
well as densities and viscosities of the pure fluids of a first batch of alternative sorbents are examined. The results are used to compare the working fluid pairs with each other as well as with H2O-LiBr-mixtures.
DOI: 10.3217/d0z10-af157
title: Replication Data and conference paper for: AbSorbEnt - On the search for alternative absorbents

description: This repository entry contains the following publication and its data:
Wernhart, M., Rieberer, R., Weinzettl, C., Demmelmayer, P., Kienberger, M., Damm, M., Kalb, R. (2024). AbSorbEnt - On the search for alternative absorbents,
International Sorption Heat Pump Conference, Beijing, China. 
--------------------------
METHODOLOGICAL INFORMATION
--------------------------
In the present publication, experimental results on the fluid properties such as the equilibrium mass fractions at pressures and temperatures representing cooling mode as 
well as densities and viscosities of the pure fluids of a first batch of alternative sorbents are examined. The results are used to compare the working fluid pairs with each other as well as with H2O-LiBr-mixtures.
DOI: 10.5281/zenodo.18545518
title: Warrangamba prescribed fire

description: A dataset of results obtained in thermogravimetry and calorimetry (TG-DSC) togetther with 13C-NMR of soils collected in Warrangamba (Australia) after a prescribed fire
DOI: 10.5281/zenodo.18545519
title: Warrangamba prescribed fire

description: A dataset of results obtained in thermogravimetry and calorimetry (TG-DSC) togetther with 13C-NMR of soils collected in Warrangamba (Australia) after a prescribed fire
DOI: 10.5281/zenodo.17649829
title: Dataset for the paper "Electron-beam charge injection for contactless small-angle alignment in graphene/hBN heterostructures"

description: This Zenodo record contains the dataset and supporting code for the paper:

"Electron-beam Charge Injection for Contactless Small-angle Alignment in Graphene/hBN Heterostructures" (preprint: arXiv:2510.03347).

Content of the upload





Figure_1.jpg, Figure_2.jpg, Figure_3.jpg: high-resolution source images corresponding to the main figures of the manuscript.




rotation_overlay.py: Python script used to generate the rotation-overlay analysis and the associated visualizations shown in the paper.



How the data were generatedThe figures and analysis were obtained from SEM-based electron-beam charge injection experiments on graphene/hBN heterostructures, combined with optical/Raman calibration and image-based twist-angle extraction. The rotation_overlay.py script performs the core processing steps described in the Methods section, including image alignment, ROI selection, rotational scanning, and fine-angle minimization.

Reproducibility and usageThe provided figures are the exact files used to prepare the manuscript. The script can be run to reproduce the rotation-overlay results and to apply the same workflow to new SEM/optical images of similar heterostructures. All parameters are documented in the script header and comments.
DOI: 10.5281/zenodo.17649828
title: Dataset for the paper "Electron-beam charge injection for contactless small-angle alignment in graphene/hBN heterostructures"

description: This Zenodo record contains the dataset and supporting code for the paper:

"Electron-beam Charge Injection for Contactless Small-angle Alignment in Graphene/hBN Heterostructures" (preprint: arXiv:2510.03347).

Content of the upload





Figure_1.jpg, Figure_2.jpg, Figure_3.jpg: high-resolution source images corresponding to the main figures of the manuscript.




rotation_overlay.py: Python script used to generate the rotation-overlay analysis and the associated visualizations shown in the paper.



How the data were generatedThe figures and analysis were obtained from SEM-based electron-beam charge injection experiments on graphene/hBN heterostructures, combined with optical/Raman calibration and image-based twist-angle extraction. The rotation_overlay.py script performs the core processing steps described in the Methods section, including image alignment, ROI selection, rotational scanning, and fine-angle minimization.

Reproducibility and usageThe provided figures are the exact files used to prepare the manuscript. The script can be run to reproduce the rotation-overlay results and to apply the same workflow to new SEM/optical images of similar heterostructures. All parameters are documented in the script header and comments.
DOI: 10.5281/zenodo.18544945
title: Material suplementar do artigo "Use of ChatGPT in Low-Code Development: An Exploratory Study in the Salesforce Platform"

description: Material suplementar do artigo "Use of ChatGPT in Low-Code Development: An Exploratory Study in the Salesforce Platform", aceito para apresentação no XXII Simpósio Brasileiro de Sistemas de Informação - https://sbsi.sbc.org.br/2026/

Arquivos: código fonte, especificação de requisitos, prompts usados, diagrama de entidades final.
DOI: 10.5281/zenodo.18544944
title: Material suplementar do artigo "Use of ChatGPT in Low-Code Development: An Exploratory Study in the Salesforce Platform"

description: Material suplementar do artigo "Use of ChatGPT in Low-Code Development: An Exploratory Study in the Salesforce Platform", aceito para apresentação no XXII Simpósio Brasileiro de Sistemas de Informação - https://sbsi.sbc.org.br/2026/

Arquivos: código fonte, especificação de requisitos, prompts usados, diagrama de entidades final.
DOI: 10.5281/zenodo.18537505
title: Raw images observed by an sCMOS camera at Poker Flat, Alaska during 06:45–07:15 UT on 8 February 2016
DOI: 10.5281/zenodo.18537506
title: Raw images observed by an sCMOS camera at Poker Flat, Alaska during 06:45–07:15 UT on 8 February 2016
DOI: 10.15468/dl.w696mx
title: Occurrence Download

description: A dataset containing 2449 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gaultheria leucocarpa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2449 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002526-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggaevh
title: Occurrence Download

description: A dataset containing 811 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia afra"
 ]
}

 The dataset includes 811 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002525-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t766ay
title: Occurrence Download

description: A dataset containing 806 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conium maculatum",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 806 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027909-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c453kt
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Lampornis amethystinus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027910-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cat33p
title: Occurrence Download

description: A dataset containing 1214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Takydromus septentrionalis"
 ]
}

 The dataset includes 1214 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027913-250717081556266/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.27644502
title: Replication Package for "Refactoring Deep Learning Code: A Study of Practices and Unsatisfied Tool Needs"

description: Replication Package for "Refactoring Deep Learning Code: A Study of Practices and Unsatisfied Tool Needs"
DOI: 10.6084/m9.figshare.27644502.v1
title: Replication Package for "Refactoring Deep Learning Code: A Study of Practices and Unsatisfied Tool Needs"

description: Replication Package for "Refactoring Deep Learning Code: A Study of Practices and Unsatisfied Tool Needs"
DOI: 10.15468/dl.5eekyz
title: Occurrence Download

description: A dataset containing 11047 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Lampornis amethystinus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 11047 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027912-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15573835
title: Disaggregated Social Accounting Matrix Lithuania 2019

description: A Social Accounting Matrix (SAM) is a comprehensive, economy-wide data framework that captures all monetary transactions between different sectors and institutional agents within an economy for a specific year. It provides a detailed snapshot of the economic structure, illustrating how various sectors interact through production, income distribution, and expenditure.
DOI: 10.5281/zenodo.16314942
title: Disaggregated Social Accounting Matrix Lithuania 2019

description: A Social Accounting Matrix (SAM) is a comprehensive, economy-wide data framework that captures all monetary transactions between different sectors and institutional agents within an economy for a specific year. It provides a detailed snapshot of the economic structure, illustrating how various sectors interact through production, income distribution, and expenditure.
DOI: 10.15468/dl.cbpscw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.02461 50.22955,6.08312 50.22955,6.08312 51.85440,2.02461 51.85440,2.02461 50.22955))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ictalurus punctatus"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027914-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16314382
title: Digital "Science-cynation": ICT-Based Education and Students' Science Capital Resources
title: Cyfrowa science-cynacja. Kształcenie z wykorzystaniem TIK a zasoby kapitału naukowego uczniów

description: Dataset from the study Digital "Science-cynation": ICT-Based Education and Students’ Science Capital Resources, conducted as part of the National Science Centre “Miniatura” program (No. 2021/05/X/HS6/01813). Principal investigator: Sylwia Galanciak. With participation of the investigator: Ewa Dabrowa
DOI: 10.5281/zenodo.16314383
title: Digital "Science-cynation": ICT-Based Education and Students' Science Capital Resources
title: Cyfrowa science-cynacja. Kształcenie z wykorzystaniem TIK a zasoby kapitału naukowego uczniów

description: Dataset from the study Digital "Science-cynation": ICT-Based Education and Students’ Science Capital Resources, conducted as part of the National Science Centre “Miniatura” program (No. 2021/05/X/HS6/01813). Principal investigator: Sylwia Galanciak. With participation of the investigator: Ewa Dabrowa
DOI: 10.15468/dl.99eh9x
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Termitomyces"
 ]
}

 The dataset includes 196 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027915-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjkrsm
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanthera scandens",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 738 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027918-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ng2my
title: Occurrence Download

description: A dataset containing 910749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Norway",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Month is one of (April, May, June, July, August)"
 ]
}

 The dataset includes 910749 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027896-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zx6qd
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalaris arundinacea",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 164 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027919-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yq26jw
title: Occurrence Download

description: A dataset containing 1157 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columnea purpurata"
 ]
}

 The dataset includes 1157 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027920-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh54ry
title: Occurrence Download

description: A dataset containing 5194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geum japonicum"
 ]
}

 The dataset includes 5194 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027916-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5knt8c
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columnea picta"
 ]
}

 The dataset includes 550 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027922-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58ef5d
title: Occurrence Download

description: A dataset containing 20324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diemisa remota, Vignea remota, Carex rupestris, Carex rupestris rupestris, Caricinella rupestris, Edritria rupestris, Carex firma, Carex ferruginea firma, Carex ferruginea firma, Carex firma longipedunculata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 20324 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027921-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc5wyr
title: Occurrence Download

description: A dataset containing 1311 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orites lancifolius"
 ]
}

 The dataset includes 1311 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027923-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqyeqh
title: Occurrence Download

description: A dataset containing 1238 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columnea sanguinea"
 ]
}

 The dataset includes 1238 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027924-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y9a6py
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.70998 40.81331,27.90924 40.81331,27.90924 46.49808,13.70998 46.49808,13.70998 40.81331))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ictalurus punctatus"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027927-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp6qam
title: Occurrence Download

description: A dataset containing 29652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phalaris arundinacea",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29652 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027925-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.