cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/mbz-g5c-f7k
title: Lathyrus sylvestris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-jqy-e8m
title: Anthoxanthum nitens (Weber) Y.Schouten & Veldkamp

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-n96-nc0
title: Calamagrostis purpurea (Trin.) Trin.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-ngr-jah
title: Scheuchzeria palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-nx1-b0t
title: Carex rostrata Stokes

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-tt0-9vq
title: Salix myrsinifolia subsp. myrsinifolia

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-xgd-1sq
title: Carex flava L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mc0-8ab-qc3
title: Sparganium emersum Rehmann

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-3wl-72c
title: Chenopodium L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-8s6-kdv
title: Stellaria nemorum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/mbz-h50-jyb
title: Trichophorum cespitosum (L.) Hartm.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.34810/data2634
title: Codi informatic per replicar l'estudi: MAPATGE SEMÀNTIC I VISUALITZACIÓ ANALÍTICA INTERACTIVA DE L'ESTRUCTURA TEMÀTICA D'UN REPOSITORI INSTITUCIONAL
title: Visualització de l’Anàlisi per tòpics mitjançant Embeddings i Clustering de Densitat del text complet dels articles dipositats en accés obert al repositori de la UNIVERSITAT ROVIRA I VIRGILI

description: Aquest conjunt de dades, recull el codi generat per fer realitzar una modelització temàtica del text complet dels articles de producció científica en accés obert que es troben al repositori institucional a data del 31 de juliol de 2025.
S'inclouen tots els artefactes generats de la modelització i imatges per l'avaluació de resultats.
description: Python, 3.11
description: Aquest dipòsit correspon al codi utilitzat per modelitzar el corpus i extraure'n la informació que està reflectida a la memoria del TFM,
description: Conjunt de dades per TFM de la UOC
description: Institutional Repositori of URV
DOI: 10.15468/dl.fjacwp
title: Occurrence Download

description: A dataset containing 1998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Mergus squamatus Gould, 1864"
 ]
}

 The dataset includes 1998 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000265-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14713236
title: Результати опитування за темою наукового дослідження «Розвиток змісту психолого-педагогічної підготовки майбутніх педагогів на компетентнісних засадах»
title: Results of the survey on the topic of scientific research "Development of the content of psychological and pedagogical training of future teachers on a competence basis"

description: У 2023 р. проведено онлайн анкетування викладачів щодо виявлення стану готовності викладачів до оновлення змісту психолого-педагогічних дисциплін на компетентнісних засадах відповідно до структури досліджуваної якості (мотиваційний, когнітивно-операційний, праксеологічного компонентів), яким відповідають мотиваційно-цільовий, когнітивно-операційний, діяльнісно-рефлексивний критерії. За результатами констатувального експерименту з’ясовано, що є потреба розроблення науково-методичного супроводу з оновлення змісту психолого-педагогічної підготовки майбутніх педагогів та компетентнісних засадах, а також обґрунтування педагогічних умов оновлення відповідного змісту у закладах фахової передвищої і вищої педагогічної освіти. У межах наукового дослідження «Розвиток змісту психолого-педагогічної підготовки майбутніх педагогів на компетентнісних засадах» (прикладне дослідження) РК 0123U100447 (2023-2025 рр.)
description: In 2023, an online survey of teachers was conducted to determine the state of readiness of teachers to update the content of psychological and pedagogical disciplines on a competency basis in accordance with the structure of the studied quality (motivational, cognitive-operational, praxeological components), which correspond to the motivational-target, cognitive-operational, activity-reflective criteria. According to the results of the ascertaining experiment, it was found that there is a need to develop scientific and methodological support for updating the content of psychological and pedagogical training of future teachers and competence-based principles, as well as to substantiate the pedagogical conditions for updating the relevant content in institutions of professional pre-service and higher pedagogical education. Within the framework of the research "Development of the content of psychological and pedagogical training of future teachers on a competence-based basis" (applied research) RK 0123U100447 (2023-2025)
DOI: 10.5281/zenodo.14713237
title: Результати опитування за темою наукового дослідження «Розвиток змісту психолого-педагогічної підготовки майбутніх педагогів на компетентнісних засадах»
title: Results of the survey on the topic of scientific research "Development of the content of psychological and pedagogical training of future teachers on a competence basis"

description: У 2023 р. проведено онлайн анкетування викладачів щодо виявлення стану готовності викладачів до оновлення змісту психолого-педагогічних дисциплін на компетентнісних засадах відповідно до структури досліджуваної якості (мотиваційний, когнітивно-операційний, праксеологічного компонентів), яким відповідають мотиваційно-цільовий, когнітивно-операційний, діяльнісно-рефлексивний критерії. За результатами констатувального експерименту з’ясовано, що є потреба розроблення науково-методичного супроводу з оновлення змісту психолого-педагогічної підготовки майбутніх педагогів та компетентнісних засадах, а також обґрунтування педагогічних умов оновлення відповідного змісту у закладах фахової передвищої і вищої педагогічної освіти. У межах наукового дослідження «Розвиток змісту психолого-педагогічної підготовки майбутніх педагогів на компетентнісних засадах» (прикладне дослідження) РК 0123U100447 (2023-2025 рр.)
description: In 2023, an online survey of teachers was conducted to determine the state of readiness of teachers to update the content of psychological and pedagogical disciplines on a competency basis in accordance with the structure of the studied quality (motivational, cognitive-operational, praxeological components), which correspond to the motivational-target, cognitive-operational, activity-reflective criteria. According to the results of the ascertaining experiment, it was found that there is a need to develop scientific and methodological support for updating the content of psychological and pedagogical training of future teachers and competence-based principles, as well as to substantiate the pedagogical conditions for updating the relevant content in institutions of professional pre-service and higher pedagogical education. Within the framework of the research "Development of the content of psychological and pedagogical training of future teachers on a competence-based basis" (applied research) RK 0123U100447 (2023-2025)
DOI: 10.15468/dl.s47azs
title: Occurrence Download

description: A dataset containing 7923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HigherGeography is Iceland",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 7923 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000263-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/sfnp-ft07
title: The role of AI in Sustainable Agriculture

description:  The IEEE Hackathon on AI for Sustainable Agriculture is an integral part of the IEEE Africa Entrepreneurship Summit 2025, scheduled for 22nd-23rd May at the Crown Conference Hall in Kigali, Rwanda. This hackathon aims to foster innovation and collaboration among developers, researchers, and entrepreneurs to tackle pressing challenges in sustainable agriculture using artificial intelligence (AI). By leveraging AI, participants will create impactful solutions that address food security, resource efficiency, climate resilience, and farmer empowerment across Africa.
DOI: 10.15468/dl.mbcd54
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bugula stolonifera Ryland, 1960"
 ]
}

 The dataset includes 137 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000266-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8fzpa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipistrellus maderensis (Dobson, 1878)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000268-250121130708018/datasets/export for details.
DOI: 10.5281/zenodo.14710705
title: Dataset of AI-generated images from "Expertise elevates AI usage: experimental evidence comparing laypeople and professional artists"

description: This repository contains all the image data from the experiments described in "Expertise elevates AI usage: experimental evidence comparing laypeople and professional artists" by Thomas F. Eisenmann, Andres Karjus, Mar Canet Sola, Levin Brinkmann, Bramantyo Ibrahim Supriyatno, Iyad Rahwan.

The code, computed results, and instructions on how to reproduce all the analyses using these images can be found here: https://github.com/andreskarjus/genAIexperiment

The CSV file contains the metadata of the images.The ZIP file includes folders containing:- the images from the main human experiments- the additional images created from prompts in turn generated by GPT-4o- the random baseline images (see paper for details)- the stimuli or reference images used in all the experiments
DOI: 10.5281/zenodo.14710706
title: Dataset of AI-generated images from "Expertise elevates AI usage: experimental evidence comparing laypeople and professional artists"

description: This repository contains all the image data from the experiments described in "Expertise elevates AI usage: experimental evidence comparing laypeople and professional artists" by Thomas F. Eisenmann, Andres Karjus, Mar Canet Sola, Levin Brinkmann, Bramantyo Ibrahim Supriyatno, Iyad Rahwan.

The code, computed results, and instructions on how to reproduce all the analyses using these images can be found here: https://github.com/andreskarjus/genAIexperiment

The CSV file contains the metadata of the images.The ZIP file includes folders containing:- the images from the main human experiments- the additional images created from prompts in turn generated by GPT-4o- the random baseline images (see paper for details)- the stimuli or reference images used in all the experiments
DOI: 10.5281/zenodo.14693010
title: Optimized DNA extraction from a large plant multi-species volume of below- and aboveground samples for NGS-based analysis

description: 1.             The application of NGS-based approaches has great practical potential for modern vegetation ecological surveys as an efficient and cost-effective means for detailed taxonomic identification in environmental samples but with a set of problems and pitfalls associated with eDNA extraction that can affect subsequent analyses and sequencing results. In this context, the widespread use of NGS is mainly limited by the lack of a standardized DNA extraction method for assessing plant communities.

2.      Here, we describe a highly efficient standardized protocol of DNA extraction that overcomes the limitations posed by poor quality and low yield of DNA derived from a large volume of dried plant multi-species sample collected from both above (green) and belowground (soil) parts of grasslands. 

3.      The primary advantage of this optimized protocol is its reliance on readily available, cost-effective reagents and standard laboratory equipment, ensuring both accessibility and reproducibility. The critical innovations driving the extraction of high-quality DNA include the efficient precipitation of soluble compounds following lysis and the standardization of pH across all samples, resulting in consistent and uniform further purification processing.

4.      These critical steps ensure uniform sample processing, effectively compensating for variability in environmental properties and significantly enhancing the consistency and reliability of the extracted DNA for downstream applications. The effectiveness of the protocol was validated through high-throughput analysis, demonstrated by the successful construction of metabarcoding libraries targeting the ITS2 region for species detection across 36 grassland plots.

5.      The proposed eDNA extraction protocol is designed for implementation in laboratories equipped with basic equipment, making it highly accessible. It holds significant value for conservationists, researchers, and biodiversity managers as a tool for assessing ecosystem health and stability.
DOI: 10.5281/zenodo.14693009
title: Optimized DNA extraction from a large plant multi-species volume of below- and aboveground samples for NGS-based analysis

description: 1.             The application of NGS-based approaches has great practical potential for modern vegetation ecological surveys as an efficient and cost-effective means for detailed taxonomic identification in environmental samples but with a set of problems and pitfalls associated with eDNA extraction that can affect subsequent analyses and sequencing results. In this context, the widespread use of NGS is mainly limited by the lack of a standardized DNA extraction method for assessing plant communities.

2.      Here, we describe a highly efficient standardized protocol of DNA extraction that overcomes the limitations posed by poor quality and low yield of DNA derived from a large volume of dried plant multi-species sample collected from both above (green) and belowground (soil) parts of grasslands. 

3.      The primary advantage of this optimized protocol is its reliance on readily available, cost-effective reagents and standard laboratory equipment, ensuring both accessibility and reproducibility. The critical innovations driving the extraction of high-quality DNA include the efficient precipitation of soluble compounds following lysis and the standardization of pH across all samples, resulting in consistent and uniform further purification processing.

4.      These critical steps ensure uniform sample processing, effectively compensating for variability in environmental properties and significantly enhancing the consistency and reliability of the extracted DNA for downstream applications. The effectiveness of the protocol was validated through high-throughput analysis, demonstrated by the successful construction of metabarcoding libraries targeting the ITS2 region for species detection across 36 grassland plots.

5.      The proposed eDNA extraction protocol is designed for implementation in laboratories equipped with basic equipment, making it highly accessible. It holds significant value for conservationists, researchers, and biodiversity managers as a tool for assessing ecosystem health and stability.
DOI: 10.15468/dl.ax8qe5
title: Occurrence Download

description: A dataset containing 6167 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Oligoryzomys longicaudatus (Bennett, 1832))"
 ]
}

 The dataset includes 6167 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000269-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.4d6x8lkl
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (67822 records)
DOI: 10.15454/gysgnr/hotyfk
title: RieslingPhenology_Bergheim_68_1958_.tab
DOI: 10.15454/gysgnr/ozzyk8
title: ReadMe_PhenoRiesling_INRA_Bergheim.rtf
DOI: 10.57745/0chl2i
title: RieslingPhenology_Bergheim_68_1958_2025.tab

description: Update of January 2025, including data for 2024
DOI: 10.57745/vyfwlg
title: ReadMe_PhenoRiesling_INRA_Bergheim_2024.rtf

description: Update of Metadata on May 2024
DOI: 10.57745/yjvv2j
title: RieslingPhenology_Bergheim_68_1958_2022.tab

description: Update of Riesling phenology on August 2022
DOI: 10.57745/zdehrs
title: RieslingPhenology_Bergheim_68_1958_2024.tab

description: Update of Riesling phenology on May 2024
DOI: 10.5519/qd.d9tk9t19
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (67822 records)
DOI: 10.15468/dl.bjzt2r
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangifer tarandus fennicus Lönnberg, 1909",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000270-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jp68m
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.55245 -18.05201,-68.939 -18.05201,-68.939 -14.70127,-75.55245 -14.70127,-75.55245 -18.05201))",
 "HasGeospatialIssue is false",
 "TaxonKey is Attagis gayi I.Geoffroy Saint-Hilaire & R.Lesson, 1831",
 "Year 2020-2025"
 ]
}

 The dataset includes 67 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000271-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfxx3d
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.22984 -18.37582,-69.13434 -18.37582,-69.13434 -15.44389,-74.22984 -15.44389,-74.22984 -18.37582))",
 "HasGeospatialIssue is false",
 "TaxonKey is Thinocorus orbignyianus I.Geoffroy Saint-Hilaire & R.Lesson, 1831",
 "Year 2021-2025"
 ]
}

 The dataset includes 713 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000272-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.avgl1bsd
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.p7rwk2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plecotus teneriffae Barrett-Hamilton, 1907",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000273-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.28248191.v1
title: Supplementary information files for "S-scheme p-n junction Na<sub>0.6</sub>CoO<sub>2</sub>/g-C<sub>3</sub>N<sub>4</sub> heterostructure as an efficient photocatalyst for green hydrogen production: fabrication, characterization and mechanisms"

description: Supplementary information files for article "S-scheme p-n junction Na<sub>0.6</sub>CoO<sub>2</sub>/g-C<sub>3</sub>N<sub>4</sub> heterostructure as an efficient photocatalyst for green hydrogen production: fabrication, characterization and mechanisms"Probing the spatial separation and transport process of photogenerated charges at nanoscale interfaces is essential for understanding catalytic reaction mechanisms on heterostructure photocatalysts. Here, we developed a p-n junction Na<sub>0.6</sub>CoO<sub>2</sub>/g-C<sub>3</sub>N<sub>4</sub><sub> </sub>S-scheme photocatalyst via electrostatic self-assembly technology. A significant hydrogen production rate of ∼ 0.294 mmol g<sup>−1</sup> h<sup>−1</sup> was achieved on the optimal Na<sub>0.6</sub>CoO<sub>2</sub>/g-C<sub>3</sub>N<sub>4</sub>, which was ten times higher than that of pure <i>g</i>-C<sub>3</sub>N<sub>4</sub>. In-situ XPS shows that the electrons in Na<sub>0.6</sub>CoO<sub>2</sub>/<i>g</i>-C<sub>3</sub>N<sub>4</sub> had different flow directions without and with illumination, demonstrating a built-in electric field being formed through Na<sub>0.6</sub>CoO<sub>2</sub> and <i>g</i>-C<sub>3</sub>N<sub>4</sub><sub> </sub>interaction. DFT calculations and ultraviolet photoelectron spectroscopy verified that <i>g</i>-C<sub>3</sub>N<sub>4</sub><sub> </sub>and Na<sub>0.6</sub>CoO<sub>2</sub> possess the energy band structures conforming to the heterostructure of S-scheme. In-situ Kelvin probe microscope studies show that Na<sub>0.6</sub>CoO<sub>2</sub> and <i>g</i>-C<sub>3</sub>N<sub>4</sub> both have a self-induced electric field effect, and their combination significantly strengthens the built-in electric field and improves the space separation of photogenerated electrons. Compared with the change of the surface photovoltage of <i>g</i>-C<sub>3</sub>N<sub>4</sub> (60 mV) and Na<sub>0.6</sub>CoO<sub>2</sub> (−30 mV), the average surface contact potential difference of Na<sub>0.6</sub>CoO<sub>2</sub>/<i>g</i>-C<sub>3</sub>N<sub>4</sub><sub> </sub>reached 320 mV, yielding a higher efficiency of photogenerated electron separation. This work also provides direct evidence on the existence of a built-in electric field and an electron flow direction for heterostructure photocatalyst materials.© The Authors, CC BY 4.0