cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48804/bxgcwo
title: Replication Data for: Deciphering the Factors Influencing Electric Field Mediated Polymerization and Depolymerization at the Solution-Solid Interface

description: Strong and oriented electric fields are known to influence structure as well as reactivity. The strong electric field (EF) between the tip of a scanning tunneling microscope (STM) and graphite has been used to modulate two-dimensional (2D) polymerization of aryl boronic acids where switching the polarity of the substrate bias enabled reversible transition between self-assembled molecular networks of monomers and crystalline 2D polymer (2DP) domains. Here, we untangle the different factors influencing the EF-mediated (de)polymerization of a boroxine-based 2D polymer on graphite. The influence of the solvent was systematically studied by varying the nature from polar protic to polar aprotic to non-polar. The effect of monomer concentration was also investigated in detail with a special focus on the time-dependence of the transition. Our experimental observations indicate that while the nucleation of 2DP domains is not initiated by the applied electric field, the depolymerization and subsequent desorption, is a consequence of the change in the polarity of the substrate bias within the area scanned by the STM tip. We conclude that the reversible transition is intimately linked to the bias-induced adsorption and desorption of the monomers, which, in turn, could drive changes in the local concentration of the monomers.
DOI: 10.48804/q1vex8
title: A Large and Diverse Ground Truth Dataset of Simulated Realistic Cardiac Ultrasound Recordings

description: To address the scarcity of cardiac ultrasound datasets crucial for developing and validating machine learning-based ultrasound data processing algorithms, we have created a ground truth dataset comprising 1296 synthetic cardiac ultrasound recordings. These recordings feature realistic speckle texture derived from clinical scans and left ventricular deformation (strain patterns) generated using the CircAdapt heart model. A detailed description of the dataset creation process is provided in the parent publication titled "Large-scale simulation of realistic cardiac ultrasound data with clinical appearance: methodology and open-access database". 
In this dataset, each simulated recording includes ground truth left ventricular motion, beamformed radio frequency signals, scatter maps (comprising ultrasound scattering sites and the respective amplitudes), all for the entire cardiac cycle. 
Specifically, in 204 out of the 1296 recordings, the left ventricular motion is imposed using regional longitudinal and radial strain patterns for two segments of the left ventricle: the left ventricular free wall (LVFW) and the septal wall (SPW). In the remaining 1092 recordings, left ventricular motion is imposed using both global longitudinal and radial strain patterns, as well as the average of the LVFW and SPW strain patterns. 
This dataset serves as a valuable resource (e.g., a potential augmentation tool) for the development and validation of new machine and deep learning-based ultrasound data processing algorithms. This work is a part of MARie Curie Intelligent UltraSound (MARCIUS) project which is funded by the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska Curie grant agreement number 860745.
DOI: 10.48804/j6hoqg
title: Data and code to construct a wireless, remotely operable, and easily customizable robotic flower system for automated data collection
title: One robotic flower to study them all

description: This dataset contains all the files necessary to build and use a wireless robotic flower, designed as an automated data collection device for pollinator foraging behaviour studies.
DOI: 10.48804/unfbx7
title: PREMISES: Smart Meter Measurements

description: The PREMISES Smart Meter Measurement dataset contains electrical consumption data, as well as water and gas consumption when available, for 3 households in Belgium. The measurements were obtained using the local P1-Port interface and the open software tool: &lt;a href="https://github.com/ejpalacios/p1-reader-premises"&gt;https://github.com/ejpalacios/p1-reader-premises&lt;/a&gt;.

Electricity measurements are sampled at 1-second intervals, while gas and water cumulative values are given every 5 minutes. Metadata on household composition and energy efficiency (EPC and E levels) are provided. Likewise, we include details on whether the house has on-site PV generation, electric vehicle charger, and heat pump.

This work was supported by the Research Foundation Flanders (FWO) Marie Skłodowska-Curie Actions - Seal of Excellence Postdoctoral Fellowships, under the project: "PREMISES: PRoviding Energy Metering Infrastructures with Secure Extended Services" Grant number: 12ZZV22N

Data donated with the explicit permission of the subjects.
DOI: 10.48804/1ddwof
title: Replication Data for: Media and misinformation: developing historical societal consultancy as a strategic resource in times of change

description: The dataset contains the replication data for: Media and misinformation: developing historical societal consultancy as a strategic resource in times of change. Two databases with Flemish News articles that contain at least one historical reference. The articles were collected between 16-03-2021 to 16-09-2021 and from 24/02/2022 to 25/03/2022.
DOI: 10.48804/07ss6r
title: Ceilometer observations taken at Princess Elisabeth Station, Dronning Maud Land, East Antarctica

description: Ceilometer (Vaisala CL-31) recordings taken at the Belgian Princess Elisabeth Station, Dronning Maud Land, Antarctica.
Last updated on 2024-03-22 with data up until 2022-09-27.
description: An earlier version of this dataset was previously published at https://ees.kuleuven.be/hydrant/aerocloud/database/ (no longer updated)
DOI: 10.48804/aby6sf
title: Replication Data for Flemish media, history and Covid-19

description: The data included in these files offer a preliminary view on how Flemish media used history to analyse the COVID-19 crisis. The goal is to provide basic information on which types of historical examples were prevalent before and at the beginning of the gradual outbreak of a new infectious disease in Flanders. The files contain references to the articles of 3 media outlets (VRT NWS, De Standaard, De Morgen) that used historical information to describe the pandemic, between the period of 1 January 2023 and 13 March 2023.
DOI: 10.48804/xat5hu
title: Replication data for Carrières historici met PhD Vlaanderen

description: Overview of historians graduated with a PhD from Flemish universities and their current professional occupation, for the period 1988-2018. The data contains individual names, year of PhD, historical period of specialization, University of PhD, current type of work, connection to university of PhD, place of work. The data allows to question how Flemish PhD's in history transferred to a further (non) research career. The data was gathered in the summer of 2019 and thus only reflects the PhD's occupation at that time.
DOI: 10.48804/zwiugg
title: Replication Data for Boekentips geschiedenis Vlaanderen

description: This dataset contains information regarding the book advice given by famous Flemish persons. It is gathered via three different initiatives of 'boekentips (book advice): one from the Flemish Public News Agency VRT NWS, one from the indipendent media channel Knack, and one from an independent podcaster. The data breaks down which types of books the guests on these initiatives recomend. The data runs from December 2016 to January 2021.
DOI: 10.48804/7hhsvv
title: Lamb Weather Type classification

description: These Python documents give access to the required functions to calculate the Lamb Weather Type classification. Included are the original Lamb Weather Type classification (Function_LambWeatherTypeClassification_27types), the associated function to determine the grid at which the Lamb Weather Types are determined (Function_creating_grid_LWT) and the function containing the adjusted, region- and variable specific classification (Function_LambWeatherTypeClassification_13types_heat_Belgium).
DOI: 10.48804/minsty
title: Replication Data for figures in Serras et al.

description: These files contain the data to recreate the figures of Serras et al. (in prep). Included are the data to generate figures 3, 4, 5, 6, 7 and 12 of the paper.
DOI: 10.48804/vinevj
title: Optimization for the region- and variable-specific adjustments to the Lamb Weather Type Classification

description: These python scripts allow to determine the region-and variable-specific threshold for the weak-strong separation in the Lamb Weather Type classification. Included are the function that includes the optimization metric (Function_CHI), the function that determines the optimization metric for a given threshold (Function_Determining_ws_separation) and the script to perform the optimization (Optimizing_ws_separation). To determine the threshold for the weak-strong separation, only "Optimizing_ws_separation" should be run.
DOI: 10.48804/uyeyvy
title: Replication Data for: Citizen scientists: unveiling motivations and characteristics influencing initial and sustained participation in an agronomic project

description: The dataset was gathered in the context of the “Soja in 1000 Tuinen” (Soy in 1000 Gardens) project which ran between May and October 2021. 
For this, 1200 citizens were selected out of a pool of applicants to plant soybean in their gardens. These citizens had two main tasks. 
Firstly, they reported on soybean growth and yield of ten soybean plants during five consecutive project steps. Secondly, halfway through the summer, 
participants returned five out of ten plants back to the lab, where professional scientists checked them for root nodules. The project led to a big phenotypical dataset for each garden that could directly be related to the occurrence of nodules, as well as a collection of bacteria isolated from these nodules. Additionally, soil collected from each garden was analysed to determine its nutrient, chemical and microbial composition. 
 Combined with the phenotypical data, this provides a better fundamental insight into the environment needed for optimal soybean growth and nodulation. 

With regards to societal impact, the project had two main goals:
(1) Increasing public awareness about the benefits of legumes and microbes for sustainable garden management and agriculture, and
(2) Characterising citizen scientists and the drivers behind their initial and sustained engagement, such that results from this study could inform recruitment strategies, 
 enhance project design, and foster long-term engagement in future citizen science initiatives.
For the latter, participants filled in a large survey at the beginning of the project. 
In this survey, several constructs regarding motivation and other personal characteristics that could influence participation in the case study were questioned. 
Further, the survey was also filled in by a panel of non-participants in the project, to be able to compare whether differences between citizen scientists and ‘the general public’ were present. Finally, the data set also contains measures of participation level for each participant, which were recorded during the project. 

This dataset is the product of the survey and participation results.
description: Stata, 17.0
DOI: 10.48804/xgjviz
title: Replication Data for: Ice-nucleating particle concentration impacts cloud properties over Dronning Maud Land, East Antarctica, in COSMO-CLM²

description: Output of COSMO-CLM² required for reproduction of the figures found in "The impact of the concentration of ice-nucleating particles (INPs) on
clouds in Dronning Maud Land in a regional climate model". The dataset contains relevant atmospheric variables on a 400 by 400 grid over East Antarctica and the Southern Ocean, split between a summer (10 January 2012 to 19 February 2012) and a winter (20 July 2022 to 15 August 2022) period and between different runs forced with different concentrations of Ice Nucleating Particles.
DOI: 10.15468/dl.4d22ks
title: Occurrence Download

description: A dataset containing 52056171 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is India"
 ]
}

 The dataset includes 52056171 records from 3125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001680-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111134457
title: Procession of Horses and Captives from the Southwest Wall of the Corridor (Room 10), OI A7365

description: [Text Description:] Two horses and three attendants. ❧ [Text or Publication Number Note:] OI A7365 ❧ [Excavation Description:] Found during Oriental Institute's 1928-1935 excavations at the site of ancient Dur-Sharrukin (Fort Sargon), modern Khorsabad, Iraq ❧ [Medium:] Stone ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Stone bas relief, of limestone. Rectangular, upper register missing. Bottom part of an inscription at the top of the relief. ❧ [Physical Object Note:] 2 m W x 1.405 m H
DOI: 10.15468/dl.a5gk8b
title: Occurrence Download

description: A dataset containing 27601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is AUS.7_1",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Acanthiza robustirostris Milligan, 1903",
 "TaxonKey is Phaps histrionica (Gould, 1841)",
 "TaxonKey is Gallinula ventralis Gould, 1837",
 "TaxonKey is Chlamydera maculata (Gould, 1837)",
 "TaxonKey is Climacteris affinis Blyth, 1864",
 "TaxonKey is Stipiturus ruficeps A.J.Campbell, 1899",
 "TaxonKey is Amytornis rowleyi Schodde, Mason & IJ, 1999",
 "TaxonKey is Amytornis Stejneger, 1885",
 "TaxonKey is Sugomel nigrum (Gould, 1838)",
 "TaxonKey is Pardalotus rubricatus Gould, 1838",
 "TaxonKey is Pyrrholaemus brunneus Gould, 1841",
 "TaxonKey is Cinclosoma castaneothorax Gould, 1849",
 "TaxonKey is Megalurus carteri (North, 1900)"
 ]
 }
 ]
}

 The dataset includes 27601 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0303540-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwevg4
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Sematophyllum tequendamense (Hampe) Mitt."
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030806-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwq5yr
title: Occurrence Download

description: A dataset containing 130873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 130873 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047043-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahzt6z
title: Occurrence Download

description: A dataset containing 126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cathaya argyrophylla Chun & Kuang"
 ]
}

 The dataset includes 126 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013360-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111134621
title: Procession of Horses and Captives from the Southwest Wall of the Corridor (Room 10), OI A7365

description: [Text Description:] Two horses and three attendants. ❧ [Text or Publication Number Note:] OI A7365 ❧ [Excavation Description:] Found during Oriental Institute's 1928-1935 excavations at the site of ancient Dur-Sharrukin (Fort Sargon), modern Khorsabad, Iraq ❧ [Medium:] Stone ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Stone bas relief, of limestone. Rectangular, upper register missing. Bottom part of an inscription at the top of the relief. ❧ [Physical Object Note:] 2 m W x 1.405 m H
DOI: 10.15468/dl.n35myw
title: Occurrence Download

description: A dataset containing 11921903 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poecile atricapillus (Linnaeus, 1766)"
 ]
}

 The dataset includes 11921903 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030784-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug7w3b
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Year 1836-2020",
 "TaxonKey is Ratufa indica (Erxleben, 1777)"
 ]
}

 The dataset includes 139 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010240-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111134574
title: Procession of Horses and Captives from the Southwest Wall of the Corridor (Room 10), OI A7365

description: [Text Description:] Two horses and three attendants. ❧ [Text or Publication Number Note:] OI A7365 ❧ [Excavation Description:] Found during Oriental Institute's 1928-1935 excavations at the site of ancient Dur-Sharrukin (Fort Sargon), modern Khorsabad, Iraq ❧ [Medium:] Stone ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Stone bas relief, of limestone. Rectangular, upper register missing. Bottom part of an inscription at the top of the relief. ❧ [Physical Object Note:] 2 m W x 1.405 m H
DOI: 10.15468/dl.8e3eqk
title: Occurrence Download

description: A dataset containing 5205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((74.9738 29.74037,90.46501 24.57664,98.84614 28.94595,71.33751 36.72663,74.9738 29.74037))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhododendron L."
 ]
}

 The dataset includes 5205 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064414-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1157986.10fu
title: SH1157986.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1157987.10fu
title: SH1157987.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1157989.10fu
title: SH1157989.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1157992.10fu
title: SH1157992.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.