cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21979/n9/j57wgk
title: Flexible smart photovoltaic foil for energy generation and conservation in buildings.

description: Building-integrated solar cells not only generate electricity but also impact the envelope thermal characteristics, thus changing the micro-climate of buildings. Therefore, the collective effects of energy conservation and generation on buildings should be considered in one design. In this work, a smart photovoltaic window foil with near-infrared (NIR) modulation and low long-wavelength IR emissivity has been fabricated by combining organic perovskite and inorganic tungsten doped vanadium dioxide nanoparticles (W-VO2 NPs). The W-VO2 offers solar modulation and promotes extraction and transport of photogenerated charges, giving peak power conversion efficiency of 15.4% at 25 ◦C and 16.1% at 45 ◦C and average visible transmission of 25.5%, comparable to the best reported semitransparent perovskite solar cell with an additional favorable NIR modulation of 10.7%. This new strategy to integrate energy-saving functionality into photovoltaic foil initiates a new design rule for smart window development.
DOI: 10.5281/zenodo.16034046
title: Benthic Ecological Survey Data for Tanzania Mainland and Zanzibar

description: This dataset contains the results of the Benthic Ecological Survey (BES), a methodology refined by the Wildlife Conservation Society (WCS) during the USAID Heshimu Bahari project to map benthic substrates across the coastal waters of Tanzania, including Zanzibar. The survey was conducted as part of the Heshimu Bahari project, an initiative supported by USAID, to support the strengthening of climate resilience and productivity of reef fisheries, particularly through the creation of a network of Fishery Replenishment Zones (FRZs) along the Tanzanian coastline. Producing reliable maps of benthic substrates is identified as the crucial first step for this work.

The BES methodology was developed by WCS to bridge a critical gap in data collection tools for benthic substrates, specifically targeting scales between approximately 10 km² and 100 km². This boat-based survey utilizes a photo-quadrat method, deploying a GoPro camera attached to a metal tripod to capture images of the benthos at predetermined, georeferenced sites without the need for divers. Images are subsequently analyzed using CoralNet, an online platform where experts label 25 random points per image into 21 substrate categories.

The survey covered the entire Tanzanian coastline, including the islands of Zanzibar and Latham Island, for waters shallower than 50 meters. A regular grid of 1 km spacing was used for station selection, with 500m intervals for Latham Island. In total, the project surveyed 11,690 sites, collecting over 35,000 photoquadrats and covering an equivalent area of approximately 11,526 km² of coastline.

The data is organized in several folders,



analysis folder, containing the results in CSV and NetCDF format. The CSV format is in both summaries, with coordinates and data averaged over the 3 replicas per site, and full, with data for each replica. The NetCDF files are created using the data in summaries, mapped on the 500 m regular grid of the survey space for each label in the CoralNet label set.

coralnet_medatadat folder, contains the annotation data for each sub-region and the corresponding metadata. For each sampled station we collected station ID, date, time, depth and GPS coordinates. These are linked to the labelled data from CoralNet to create the CSV files in the analysis folder. 

A folder with the Python scripts we developed to process the data

HB_WCS_BES_report.pdf, a technical report detailing the methodology and describing results from some preliminary analysis
DOI: 10.15468/dl.gbcmbr
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Australoheros facetus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004943-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbdrfv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum friedrichii"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004946-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yha6rn
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Australoheros facetus",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 46 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004942-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16076497
title: One-Year Internship Program on Software Engineering: Students' Perceptions and Educators' Lessons Learned
DOI: 10.5281/zenodo.16076498
title: One-Year Internship Program on Software Engineering: Students' Perceptions and Educators' Lessons Learned
DOI: 10.21979/n9/y3avvv
title: 3D Printed Smart Windows for Adaptive Solar Modulations

description: Vanadium dioxide (VO2) based thermochromic smart window is considered as the most promising approach for economizing building energy consumption. However, the high phase transition temperature (τc), low luminous transmission (Tlum), and solar modulation (ΔTsol) impose an invertible challenge for commercialization. Currently, smart window research surprisingly assumes that the sunlight radiates in one direction which is obviously not valid as most regions receive solar radiation at various angles in different seasons. For the first time, solar elevation angle is considered and 3D printing technology is employed to fabricate tilted microstructures for modulating solar transmission dynamically. To maximize energy-saving performance, the architecture of the structures (tilt, thickness, spacing, and width) and tungsten (W) doped VO2 can be custom-designed according to the solar elevation angle variation at the midday between seasons and tackle the issue of compromised Tlum and ΔTsol with W-doping. The energy consumption simulations in different cities prove the efficiency of such dynamic modulation. This first attempt to adaptively regulate the solar modulation by considering the solar elevation angle together with one of the best reported thermochromic properties (τc = 40 °C, Tlum(average) = 40.8%, ΔTsol = 23.3%)
DOI: 10.57745/kfhezy
title: DMP-eco2adapt-v1.0.pdf

description: :unav
DOI: 10.57745/aemyat
title: eco2adapt DMP

description: -
DOI: 10.15468/dl.ck3u2t
title: Occurrence Download

description: A dataset containing 0 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 (Rallus limicola)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004947-250717081556266/datasets/export for details.
DOI: 10.15468/dl.nmyu9k
title: Occurrence Download

description: A dataset containing 1 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 (Rallus limicola)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004948-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c53paw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004949-250717081556266/datasets/export for details.
DOI: 10.21979/n9/lxedl9
title: Highly Stretchable, Elastic, and Ionic Conductive Hydrogel for Artificial Soft Electronics

description: High conductivity, large mechanical strength, and elongation are important parameters for soft electronic applications. However, it is difficult to find a material with balanced electronic and mechanical performance. Here, a simple method is developed to introduce ion-rich pores into strong hydrogel matrix and fabricate a novel ionic conductive hydrogel with a high level of electronic and mechanical properties. The proposed ionic conductive hydrogel is achieved by physically cross-linking the tough biocompatible polyvinyl alcohol (PVA) gel as the matrix and embedding hydroxypropyl cellulose (HPC) biopolymer fibers inside matrix followed by salt solution soaking. The wrinkle and dense structure induced by salting in PVA matrix provides large stress (1.3 MPa) and strain (975%). The well-distributed porous structure as well as ion migration–facilitated ion-rich environment generated by embedded HPC fibers dramatically enhances ionic conductivity (up to 3.4 S m−1, at f = 1 MHz). The conductive hybrid hydrogel can work as an artificial nerve in a 3D printed robotic hand, allowing passing of stable and tunable electrical signals and full recovery under robotic hand finger movements. This natural rubber-like ionic conductive hydrogel has a promising application in artificial flexible electronics.
DOI: 10.15468/dl.7qhyva
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004951-250717081556266/datasets/export for details.
DOI: 10.57760/sciencedb.28046
title: Fabrication, spectroscopy, and laser operation of Nd:LuScO3 transparent ceramics
title: Nd:LuScO3透明陶瓷的制备、光谱和激光性能研究

description: Fabrication, spectroscopy, and laser operation of Nd:LuScO3 transparent ceramics
description: Fabrication, spectroscopy, and laser operation of Nd:LuScO3 transparent ceramics
DOI: 10.15468/dl.9g56nk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidostemon rosularis"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004952-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/r3a-qlb-pbe
title: Rumex alpinus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.57760/sciencedb.18363
title: Raw data for "Highly oxidized exogenous materials in Chang’e 6 sample returned from the lunar farside South Pole-Aitken basin"
title: Raw data for "Highly oxidized exogenous materials in Chang’e 6 sample returned from the lunar farside South Pole-Aitken basin"

description: This dataset contains raw dat of the article entitled "Highly oxidized exogenous materials in Chang’e 6 sample returned from the lunar farside South Pole-Aitken basin". The 3DED data file (the zip file) includes the raw diffraction patterns in tiff formate, which can be viewed using any image processing software.The jpg formate file is the raw SEM data of the studied sample, which can be viewed using any image processing software. The dm4 formate file is the raw data of the EELS mapping, which can be viewed and processed using the Gatan Microscopy Suite 3 (GMS3) software.The emd formate file is the raw data of the EDS mapping, which can be viewed and processed using the Velox software from ThermoFisher company.
description: This dataset contains raw dat of the article entitled "Highly oxidized exogenous materials in Chang’e 6 sample returned from the lunar farside South Pole-Aitken basin". The 3DED data file (the zip file) includes the raw diffraction patterns in tiff formate, which can be viewed using any image processing software.The jpg formate file is the raw SEM data of the studied sample, which can be viewed using any image processing software. The dm4 formate file is the raw data of the EELS mapping, which can be viewed and processed using the Gatan Microscopy Suite 3 (GMS3) software.The emd formate file is the raw data of the EDS mapping, which can be viewed and processed using the Velox software from ThermoFisher company.
DOI: 10.15468/dl.xmx4gj
title: Occurrence Download

description: A dataset containing 380344 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ranunculus bulbosus"
 ]
}

 The dataset includes 380344 records from 2518 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004843-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqm5mj
title: Occurrence Download

description: A dataset listing the 63 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.67153 1.58966,-75.6569 1.58966,-75.6569 1.60564,-75.67153 1.60564,-75.67153 1.58966))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 63 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021836-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17553827
title: Chiese_di_Roma_Angeli_Sotterranei
title: Sotterranei di Roma

description: Testo marcato secondo le regole TEI per il progetto d'esame in Digital Humanities and Data Management for Cultural Heritage del corso in Scienze del libro e del documento dell'Università di Bologna (a.a. 2024/2025).

 

Dopo aver scaricato i brani scelti dall'opera di Diego Angeli Diego Angeli, Le Chiese di Roma, Roma, Società Editrice Dante Alighieri, 1922. in formato .txt, essi sono stati caricati su VISUAL STUDIO CODE e marcati in TEI. il testo è stato strutturato secondo due approcci differenti: dal punto di vista srtutturale e dal punto di vista semantico. Del testo, infatti, secondo le linee guida TEI sono stati marcati:



Marcatura Strutturale




Paragrafi, con i tag <div type="section"

Capoversi, come <p

Liste, mediante i tag <list rend="numbered inline"; e <item

Corsivi, con <hi rend="italic"

Grassetti, con <hi rend="bold"

Note a piè di pagina, <note place="foot"




Marcatura Semantica




Opere d'arte, come <ref type="work"

Titoli delle opere d'arte, con i tag <title

Materiale delle opere d'arte: <material

Autori delle opere d'arte, marcati come <author

Date, marcate come <date when o <date from="x" to="y"

Luoghi, come <place

Persone, marcate con il tag <persName

Famiglie, per cui è stato utilizzato <ref type="org"

Avvenimenti: <ref type="event"

Lingue straniere (spec. Latino e Greco), marcate come <foreign xml:lang="x"

Numeri, come <num type="caridnal" value="x" oppure <num type="ordinal" value="y"

Misure, marcate con il tag <measure type="x" quantity="y" unit="z"

Valori monetari, marcati come misure e il tag @unit completato con la sigla della valuta utilizzata in Wikidata

Concetti generici, come <rs
DOI: 10.5281/zenodo.17553828
title: Chiese_di_Roma_Angeli_Sotterranei
title: Sotterranei di Roma

description: Testo marcato secondo le regole TEI per il progetto d'esame in Digital Humanities and Data Management for Cultural Heritage del corso in Scienze del libro e del documento dell'Università di Bologna (a.a. 2024/2025).

 

Dopo aver scaricato i brani scelti dall'opera di Diego Angeli Diego Angeli, Le Chiese di Roma, Roma, Società Editrice Dante Alighieri, 1922. in formato .txt, essi sono stati caricati su VISUAL STUDIO CODE e marcati in TEI. il testo è stato strutturato secondo due approcci differenti: dal punto di vista srtutturale e dal punto di vista semantico. Del testo, infatti, secondo le linee guida TEI sono stati marcati:



Marcatura Strutturale




Paragrafi, con i tag <div type="section"

Capoversi, come <p

Liste, mediante i tag <list rend="numbered inline"; e <item

Corsivi, con <hi rend="italic"

Grassetti, con <hi rend="bold"

Note a piè di pagina, <note place="foot"




Marcatura Semantica




Opere d'arte, come <ref type="work"

Titoli delle opere d'arte, con i tag <title

Materiale delle opere d'arte: <material

Autori delle opere d'arte, marcati come <author

Date, marcate come <date when o <date from="x" to="y"

Luoghi, come <place

Persone, marcate con il tag <persName

Famiglie, per cui è stato utilizzato <ref type="org"

Avvenimenti: <ref type="event"

Lingue straniere (spec. Latino e Greco), marcate come <foreign xml:lang="x"

Numeri, come <num type="caridnal" value="x" oppure <num type="ordinal" value="y"

Misure, marcate con il tag <measure type="x" quantity="y" unit="z"

Valori monetari, marcati come misure e il tag @unit completato con la sigla della valuta utilizzata in Wikidata

Concetti generici, come <rs
DOI: 10.26188/30566585
title: AI-assisted marking in higher education

description: Universities are rapidly exploring generative AI for assessment, yet student acceptance hinges on perceptions of fairness, transparency, and human oversight. This study examines how students evaluate AI-assisted marking configurations in higher education. We fielded a scenario-based, choice-based conjoint experiment with 340 students, who repeatedly chose between assessment options varying on five attributes: marker type (human, hybrid, AI-only), recognition of creativity, objective reliability evidence, feedback aggregation, and turnaround time. Hierarchical Bayesian estimation revealed marker type as the dominant driver of choice: hybrid human–AI marking was consistently preferred, whereas AI-only options were strongly rejected. Recognition of creativity and objective reliability both exerted large, independent positive effects. Aggregated feedback and quicker turnaround improved acceptance, but their effects were smaller and contingent. Exploratory latent-class analysis and moderation by enrolment motivation indicate meaningful heterogeneity: for students seeking novel learning experiences, creativity recognition was particularly salient; for compliance-oriented or self-development motivations, faster, aggregated feedback mattered more. We conclude that acceptable AI in assessment is designed, not assumed: human oversight should remain visible and consequential; systems should make reliability auditable; and feedback should be transparent about sources and aggregation. We discuss implications for assessment governance, including disclosure to students, moderation and appeals, and phased implementation of hybrid models that foreground human accountability while leveraging AI for scale and timeliness. Findings extend acceptance research by isolating design levers generalising across grading contexts and diverse student segments in universities.
DOI: 10.26188/30566585.v1
title: AI-assisted marking in higher education

description: Universities are rapidly exploring generative AI for assessment, yet student acceptance hinges on perceptions of fairness, transparency, and human oversight. This study examines how students evaluate AI-assisted marking configurations in higher education. We fielded a scenario-based, choice-based conjoint experiment with 340 students, who repeatedly chose between assessment options varying on five attributes: marker type (human, hybrid, AI-only), recognition of creativity, objective reliability evidence, feedback aggregation, and turnaround time. Hierarchical Bayesian estimation revealed marker type as the dominant driver of choice: hybrid human–AI marking was consistently preferred, whereas AI-only options were strongly rejected. Recognition of creativity and objective reliability both exerted large, independent positive effects. Aggregated feedback and quicker turnaround improved acceptance, but their effects were smaller and contingent. Exploratory latent-class analysis and moderation by enrolment motivation indicate meaningful heterogeneity: for students seeking novel learning experiences, creativity recognition was particularly salient; for compliance-oriented or self-development motivations, faster, aggregated feedback mattered more. We conclude that acceptable AI in assessment is designed, not assumed: human oversight should remain visible and consequential; systems should make reliability auditable; and feedback should be transparent about sources and aggregation. We discuss implications for assessment governance, including disclosure to students, moderation and appeals, and phased implementation of hybrid models that foreground human accountability while leveraging AI for scale and timeliness. Findings extend acceptance research by isolating design levers generalising across grading contexts and diverse student segments in universities.