cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3zp6xy
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((120.12473 16.98853,119.39147 16.69877,119.2732 15.06668,120.36126 14.48126,120.79885 14.80649,121.17731 15.0312,121.92831 14.52856,122.04066 14.92476,121.79821 14.88337,122.41912 16.15474,120.12473 16.98853))",
 "TaxonKey is Streptopelia dusumieri (Temminck, 1823)",
 "Year 2000-2025"
 ]
}

 The dataset includes 108 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060906-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfnanh
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Diospyros strigosa Hemsl."
 ]
}

 The dataset includes 97 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060907-241126133413365/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.28159514
title: Supplement I for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.

description: Supplement I
DOI: 10.15468/dl.qn8wax
title: Occurrence Download

description: A dataset containing 1501 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ligustrum sinense Lour.",
 "Year 1979-2000"
 ]
}

 The dataset includes 1501 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060908-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13340763
title: Dataset of "Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance"

description: This dataset supports the article 

"Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance"

 

Raw data for the article "Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance". For further details see the readme.txt file.
DOI: 10.5281/zenodo.13340764
title: Dataset of "Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance"

description: This dataset supports the article 

"Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance"

 

Raw data for the article "Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance". For further details see the readme.txt file.
DOI: 10.5281/zenodo.13903078
title: Dataset of "Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance"

description: This dataset supports the article 

"Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance"

 

Raw data for the article "Transient current responses of organic electrochemical transistors by vertical ionic diffusion and electrolyte resistance". For further details see the readme.txt file.
DOI: 10.5281/zenodo.14385966
title: The 100 m annual local climate zone datasets in Chinese big cities from 2000 to 2022

description: We employed a time-series mapping framework for urban morphology, producing dynamic mappings of urban morphology with a spatial resolution of 100 meters spanning from 2000 to 2022 in major Chinese cities, based on the local climate zone (LCZ) scheme. The results demonstrate strong inter-year consistency, and the accuracy of urban morphology change mapping is overall higher than 70%. Our dataset is divided into 6 parts according to geographical districts, each containing annual LCZ mapping of each province in the region. This dataset holds significant potential for enhancing urban morphology monitoring and advancing urban climate research.
DOI: 10.5281/zenodo.14614148
title: The 100 m annual local climate zone datasets in Chinese big cities from 2000 to 2022

description: We employed a time-series mapping framework for urban morphology, producing dynamic mappings of urban morphology with a spatial resolution of 100 meters spanning from 2000 to 2022 in major Chinese cities, based on the local climate zone (LCZ) scheme. The results demonstrate strong inter-year consistency, and the accuracy of urban morphology change mapping is overall higher than 70%. Our dataset is divided into 6 parts according to geographical districts, each containing annual LCZ mapping of each province in the region. This dataset holds significant potential for enhancing urban morphology monitoring and advancing urban climate research.
DOI: 10.5281/zenodo.14614256
title: The 100 m annual local climate zone datasets in Chinese big cities from 2000 to 2022

description: We employed a time-series mapping framework for urban morphology, producing dynamic mappings of urban morphology with a spatial resolution of 100 meters spanning from 2000 to 2022 in major Chinese cities, based on the local climate zone (LCZ) scheme. The results demonstrate strong inter-year consistency, and the accuracy of urban morphology change mapping is overall higher than 70%. Our dataset is divided into 6 parts according to geographical districts, each containing annual LCZ mapping of each province in the region. This dataset holds significant potential for enhancing urban morphology monitoring and advancing urban climate research.
DOI: 10.5281/zenodo.10444178
title: The 100 m annual local climate zone datasets in Chinese big cities from 2000 to 2022

description: We employed a time-series mapping framework for urban morphology, producing dynamic mappings of urban morphology with a spatial resolution of 100 meters spanning from 2000 to 2022 in major Chinese cities, based on the local climate zone (LCZ) scheme. The results demonstrate strong inter-year consistency, and the accuracy of urban morphology change mapping is overall higher than 70%. Our dataset is divided into 6 parts according to geographical districts, each containing annual LCZ mapping of each province in the region. This dataset holds significant potential for enhancing urban morphology monitoring and advancing urban climate research.
DOI: 10.5281/zenodo.10444179
title: The 100 m annual local climate zone datasets in Chinese big cities from 2000 to 2022

description: We employed a time-series mapping framework for urban morphology, producing dynamic mappings of urban morphology with a spatial resolution of 100 meters spanning from 2000 to 2022 in major Chinese cities, based on the local climate zone (LCZ) scheme. The results demonstrate strong inter-year consistency, and the accuracy of urban morphology change mapping is overall higher than 70%. Our dataset is divided into 6 parts according to geographical districts, each containing annual LCZ mapping of each province in the region. This dataset holds significant potential for enhancing urban morphology monitoring and advancing urban climate research.
DOI: 10.5281/zenodo.14609758
title: Dataset of article "Decision support for the identification of testate amoebae in microscopy images to detect peat presence in horticultural substrates"

description: This data set was used in the following article: "Decision support for the identification of testate amoebae in microscopy images to detect peat presence in horticultural substrates" by Serge Zaugg1, Camille Vögeli2, Lena Märki1, Clément Duckert2 and Edward Mitchell2. 1Swiss Federal Institute of Metrology METAS. 2Laboratory of Soil Biodiversity, University of Neuchâtel.

Data overview

The data is in the zipped folder testate_amoebae_in_peat. yolov5pytorch. This data is in YOLOv5 format which is compatible with YOLOv8 models. Images have sizes 1728 x 1296, 1728 x 1080, or 1728 x 976 pixels. The training set comes from microscopy images of 33 substrate samples and the validation set from 16 independent samples. The latter can be used to assess generalization performance. Data in the validation folder is referred to as test set in the article. The first seven digits of the files contain the sample ID. As an overview, we provide two large PNG images that show the content of the bounding boxes organized by class.

Data structure

testate_amoebae_in_peat.yolov5pytorch

|-- data.yaml   (link between numeric class codes and class names)

|-- train

    |-- images  (5928 images, pre-augmented see section 2.5)

    |-- labels  (5928 text files with labels)                       

|-- valid

    |-- images  (2415 images)

    |-- labels  (2415 text files with labels)

 

Funding Statement

This study was commissioned by the Federal Office for the Environment (FOEN), CH-3003 Bern. The FOEN is an agency of the Federal Department of the Environment, Transport, Energy and Communications (DETEC). Disclaimer: This study was prepared under contract to the Federal Office for the Environment (FOEN). The contractor bears sole responsibility for the content.
DOI: 10.5281/zenodo.14614242
title: NFDI4ING Community Survey 2024

description: NFDI4ING Community Survey 2024

Questionnaire and anonymised raw data (results)

Duration of the survey: 27.09.2024-31.12.2024

Topics: 



Research Data Management (RDM): Knowledge and application

Research Data Management (RDM): Need for services and support

Research Data Management (RDM): Data and Software

Research Data Management (RDM): Work Flow and Strategy

Research Data Management (RDM): Governance concepts in the Engineering Sciences

Socio-economic information
description: The authors would like to thank the Federal Government and the Heads of Government of the Länder, as well as the Joint Science Conference (GWK), for their initiative within the framework of the NFDI4Ing consortium (German Research Foundation (DFG) - project number 442146713)
DOI: 10.5281/zenodo.14614243
title: NFDI4ING Community Survey 2024

description: NFDI4ING Community Survey 2024

Questionnaire and anonymised raw data (results)

Duration of the survey: 27.09.2024-31.12.2024

Topics: 



Research Data Management (RDM): Knowledge and application

Research Data Management (RDM): Need for services and support

Research Data Management (RDM): Data and Software

Research Data Management (RDM): Work Flow and Strategy

Research Data Management (RDM): Governance concepts in the Engineering Sciences

Socio-economic information
description: The authors would like to thank the Federal Government and the Heads of Government of the Länder, as well as the Joint Science Conference (GWK), for their initiative within the framework of the NFDI4Ing consortium (German Research Foundation (DFG) - project number 442146713)
DOI: 10.5281/zenodo.14614292
title: Anisotropy of PbTe nanowires with and without a superconductor

description: This repository contains the raw data and processing codes within the paper "Anisotropy of PbTe nanowires with and without a superconductor".
DOI: 10.5281/zenodo.14614293
title: Anisotropy of PbTe nanowires with and without a superconductor

description: This repository contains the raw data and processing codes within the paper "Anisotropy of PbTe nanowires with and without a superconductor".
DOI: 10.5281/zenodo.14229838
title: Coatings Characterization and Monitoring
DOI: 10.5281/zenodo.14229839
title: Coatings Characterization and Monitoring
DOI: 10.15468/dl.vrmhnz
title: Occurrence Download

description: A dataset containing 736135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia, Viet Nam, Myanmar, Thailand, Cambodia, Lao People’s Democratic Republic)",
 "HasCoordinate is true",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 736135 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060904-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qu5y6
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erigeron frigidus Boiss. ex DC."
 ]
}

 The dataset includes 412 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019993-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfhaif
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptopecten camerella (S.S.Berry, 1968)"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014123-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vehhh2
title: Occurrence Download

description: A dataset containing 1776 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cladobotryum Nees"
 ]
}

 The dataset includes 1776 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019990-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1j37rn
title: Occurrence Download

description: A dataset containing 409 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pentaceraster cumingi (Gray, 1840)"
 ]
}

 The dataset includes 409 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067501-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8cyoi
title: Occurrence Download

description: A dataset containing 13173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caretta caretta (Linnaeus, 1758)"
 ]
}

 The dataset includes 13173 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014123-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f74uuf
title: Occurrence Download

description: A dataset containing 1568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.31_1, CHN.6_1, CHN.4_1)",
 "TaxonKey is Turdus mandarinus Bonaparte, 1850",
 "Year 2022-2022"
 ]
}

 The dataset includes 1568 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018275-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krphvh
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Encyclia aemula (Lindl.) Carnevali & I.Ramírez"
 ]
}

 The dataset includes 49 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067528-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.utrvdu
title: Occurrence Download

description: A dataset containing 21589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Year 1885-2020",
 {
 "or" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is INPN - Données flore des CBN agrégées par la FCBN",
 "DatasetKey is Waarnemingen.be - Plant occurrences in Flanders and the Brussels Capital Region, Belgium",
 "DatasetKey is BRERC species records from all years at full resolution excluding Notable Species within the last 10 years",
 "DatasetKey is Flora of Worcestershire",
 "DatasetKey is Suffolk Biodiversity Information Service (SBIS) Dataset",
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "DatasetKey is Observation.org, Nature data from around the World",
 "DatasetKey is Artportalen (Swedish Species Observation System)",
 "DatasetKey is Florabank1 - A grid-based database on vascular plant distribution in the northern part of Belgium (Flanders and the Brussels Capital region)"
 ]
 },
 "TaxonKey is Conium maculatum L."
 ]
}

 The dataset includes 21589 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014123-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5edh4n
title: Occurrence Download

description: A dataset containing 8004903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Occurrence evidence",
 "OccurrenceStatus is Present",
 "Year 2000-2023"
 ]
}

 The dataset includes 8004903 records from 945 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016333-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mboxyx
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene savagei (Ruiz-Carranza & Lynch, 1991)"
 ]
}

 The dataset includes 55 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067513-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bqf7jz
title: Occurrence Download

description: A dataset containing 1494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Musculista senhousia (W.H.Benson, 1842)"
 ]
}

 The dataset includes 1494 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014124-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsnten
title: Occurrence Download

description: A dataset containing 40456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Lamium maculatum (L.) L."
 ]
}

 The dataset includes 40456 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019997-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/crhofa
title: Impact Indicators: Overview and Menu Selection

description: &lt;p dir="ltr"&gt;The tool&lt;i&gt; Impact indicators - overview and selection menu&lt;/i&gt; was designed by the Evaluating Societal Impact (ESI) strategic project at Erasmus University Rotterdam for academics and research units who want to indicate how their academic work relates to society. It is a non-exhaustive, broad summary of indicators intended to help understand outputs and outcomes of research in relation to (an intended) societal impact.&lt;/p&gt;&lt;p dir="ltr"&gt;Researchers, project managers, impact support staff, and reviewers might find this tool useful when writing and assessing grants, drafting impact statements, narrative CV’s, researcher proposals, identifying gaps or blind spots in a research project, or as an inspiration for education and engagement-related activities and their indicators. &lt;br&gt;&lt;br&gt;The indicators list is intended for inspiration and we encourage all users to adapt the suggestions to their own environments and needs.&lt;/p&gt;
description: This entry is a three-files data package totaling 4.76 MB, containing files in .pdf and .txt formats.



If you use this dataset, please cite: Evaluating Societal Impact. (2025). <i>Impact Indicators: Overview and Menu Selection</i> (Version V2) [Online Resource]. DataverseNL. https://doi.org/10.34894/CRHOFA
description: New material has been added and the README has been updated to reflect the changes.
DOI: 10.13130/rd_unimi/b4jtuh/gc5qrk
title: Agosto_1884_Pagina_001.jpg

description: Bulletin of 1884/08/01
DOI: 10.5281/zenodo.17948253
title: CROCUS WP4 ZRI Questionnaire data of residents

description: Basic information 



Dataset title: CROCUS WP4 ZRI Surveys of residents 16-12-2025.txt.

Dataset author(s): Stanislav Ivanov (Zangador Research Institute, Bulgaria), ORCID: https://orcid.org/0000-0002-6851-5823; Maya Ivanova (Zangador Research Institute, Bulgaria), ORCID: https://orcid.org/0000-0002-9270-7892

Dataset contact person: Stanislav Ivanov (Zangador Research Institute, Bulgaria), ORCID: https://orcid.org/0000-0002-6851-5823, email: info@zangador.institute

Dataset license: this dataset is distributed under CC BY-NC (Attribution-NonCommercial) license

Date of publication: 16-12-2025

Embargo: Dataset not accessible to non-CROCUS partners for 3 years, or until CROCUS partners have published on the basis of the dataset

Project information: CROCUS (Cross-Border Cultural and Creative Tourism in Rural and Remote Areas), funded by the European Union under the Horizon Europe Programme. Grant Agreement nº 101132454; https://crocuseurope.eu/. 


Dataset files



README_CROCUS WP4 ZRI Surveys of residents 16-12-2025.txt

CROCUS WP4 ZRI Questionnaire of residents BG 16-12-2025.docx - Questionnaire aimed at residents in the Bulgarian border regions of Dobrich and Silistra in .docx format

CROCUS WP4 ZRI Questionnaire of residents BG 16-12-2025.txt - Questionnaire aimed at residents in the Bulgarian border regions of Dobrich and Silistra in .txt format

CROCUS WP4 ZRI Questionnaire of residents RO 16-12-2025.docx - Questionnaire aimed at residents in the Romanian border region of Constanta in .docx format

CROCUS WP4 ZRI Questionnaire of residents RO 16-12-2025.txt - Questionnaire aimed at residents in the Romanian border region of Constanta in .txt format

CROCUS WP4 ZRI Questionnaire of residents EN 16-12-2025.docx - English translation of the questionnaire aimed at residents with coding explanations

CROCUS WP4 ZRI Questionnaire data of residents 16-12-2025.csv – Results of the survey of residents in the Bulgarian border regions of Dobrich and Silistra and in the Romanian border region of Constanta


Dataset documentation



Dataset summary: Surveys of residents focusing on attitudes to tourism in the administrative regions adjacent to the Bulgarian-Romanian border in Dobrudzha

Three questionnaires and survey results that illuminate the perceptions of residents to current impact and future development of tourism in the administrative regions adjacent to the Bulgarian-Romanian border in Dobrudzha as part of CROCUS WP4 Cross-border Living Lab Areas: Resources, Needs & Challenges

Data sources: Online survey distributed via local social media groups on both sides of the Bulgarian-Romanian border

Data processing and preparation: Survey responses were collected using Google Forms, and data was subsequently exported to Excel. Statistical analyses were performed with SPSS.

Ethical approval: Not required as the survey is anonymous and does not cover personal/health questions.