cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15783861
title: Data for "Certification of stellar ranks of quantum states of light with a pair of click detectors"

description: This dataset contains results of numerical calculations that were used to create graphs in Figures 4 and 5 of the article "Certification of high stellar ranks of quantum states of light with a pair of click detectors". Each data file contains results of numerical calculations. The data are stored as ordinary text files. The variables stored in each column of each data file are specified in the PDF file certification_data_specification.pdf. Also the Matlab scripts which were used to generate these data are provided, including the Matlab scripts that generate the data listed in Tables I and II in the paper.  Note that the plots in Figures 2 and 3 of the paper are based on analytical formulas that are provided in the paper.
DOI: 10.5258/soton/wp00872
title: Modelled gridded population estimates for Sankuru Province in the Democratic Republic of Congo version 4.4.

description: This data release provides gridded population estimates (spatial resolution of 3 arc-seconds, approximately 100-metre grid cells) for Sankuru Province in the Democratic Republic of Congo (DRC), along with estimates of the number of people belonging to various age-sex groups. The project team used the Pre-Distribution Registration Survey (PDRS) data from the National Malaria Control Programme (PNLP) collected as part of anti-malarial campaigns in the DRC for 2022, settlement extents and geospatial covariates to model and estimate population numbers at grid cell level using a Bayesian statistical hierarchical modelling framework. The approach facilitated simultaneous accounting for the multiple levels of variability within the data. It also allowed the quantification of uncertainties in parameter estimates. These model-based population estimates can be considered as most accurately representing the year 2022. This time period corresponds to the PDRS survey date for Sankuru. Although the methods were robust enough to explicitly account for key random biases within the datasets, it is noted that systematic biases, which may arise from sources other than random errors within the observed data collection process, are most likely to remain.

These data were produced by the WorldPop Research Group at the University of Southampton. This work was part of the GRID3 – Phase 2 Scaling project, with funding from the Gates Foundation (INV-044979). Project partners included GRID3 Inc, the Center for Integrated Earth System Information (CIESIN) within the Columbia Climate School at Columbia University, and WorldPop at the University of Southampton. The final statistical modelling was designed, developed, and implemented by Somnath Chaudhuri. Data processing was done by Ortis Yankey with additional support from Heather Chamberlain. Project oversight was done by Chris Nnanatu, Attila Lazar, and Andy Tatem. The PDRS data from the malaria insecticide treated net (ITN) distribution campaigns were collected, processed, anonymised, and shared by the PNLP and its implementing partners. The settlement extent data was prepared and shared by CIESIN (2024). The data has been clipped to GRID3-CIESIN health area extent (version 8.0) (CIESIN, 2025).
DOI: 10.5281/zenodo.18244734
title: TABLE 1 in The bees of the tribe Anthidiini (Hymenoptera, Megachilidae) described by Ferdinand Morawitz from the collection of Aleksey Fedtschenko

description: TABLE 1. The nominal taxa of Fedtschenko’s Anthidiini, described by F. Morawitz, and their current status.
NSpecies nameSexCurrent statusDepositaries of types1.Anthidium callosum Morawitz, 1875♂validZMMU2.Anthidium cribratum Morawitz, 1875♀, ♂valid as Pseudoanthidium cribratum (Morawitz, 1875)ZISP3.Anthidium fedtschenkoi Morawitz, 1875♀, ♂valid as Icteranthidium fedtschenkoi (Morawitz, 1875)ZISP4.Anthidium forcipatum Morawitz, 1875♂valid as Trachusa forcipata (Morawitz, 1875)ZISP5.Anthidium limbiferum Morawitz, 1875♀, ♂valid as Icteranthidium limbiferum (Morawitz, 1875)ZISP6.Anthidium nigrinum Morawitz, 1875♀? synonym of Anthidium punctatum Latreille, 1809Probably lost7.Anthidium obscuratum Morawitz, 1875♀valid as Pseudoanthidium obscuratum (Morawitz, 1875)ZISP8.Anthidium petechiale Morawitz, 1875♀? synonym of Pseudoanthidium cribratum (Morawitz, 1875)Probably lost9.Anthidium ruficorne Morawitz, 1875♀, ♂valid as Icteranthidium ruficorne (Morawitz, 1875)ZMMU10.Anthidium unicum Morawitz, 1875♂validZMMU
description: Published as part of Ivlev, Konstantin S., Astafurova, Yulia V. & Proshchalykin, Maxim Yu., 2025, The bees of the tribe Anthidiini (Hymenoptera, Megachilidae) described by Ferdinand Morawitz from the collection of Aleksey Fedtschenko, pp. 175 in Zootaxa 5715 (1) on page 175, DOI: 10.11646/zootaxa.5715.1.14, http://zenodo.org/record/17887822
DOI: 10.5281/zenodo.18244735
title: TABLE 1 in The bees of the tribe Anthidiini (Hymenoptera, Megachilidae) described by Ferdinand Morawitz from the collection of Aleksey Fedtschenko

description: TABLE 1. The nominal taxa of Fedtschenko’s Anthidiini, described by F. Morawitz, and their current status.
NSpecies nameSexCurrent statusDepositaries of types1.Anthidium callosum Morawitz, 1875♂validZMMU2.Anthidium cribratum Morawitz, 1875♀, ♂valid as Pseudoanthidium cribratum (Morawitz, 1875)ZISP3.Anthidium fedtschenkoi Morawitz, 1875♀, ♂valid as Icteranthidium fedtschenkoi (Morawitz, 1875)ZISP4.Anthidium forcipatum Morawitz, 1875♂valid as Trachusa forcipata (Morawitz, 1875)ZISP5.Anthidium limbiferum Morawitz, 1875♀, ♂valid as Icteranthidium limbiferum (Morawitz, 1875)ZISP6.Anthidium nigrinum Morawitz, 1875♀? synonym of Anthidium punctatum Latreille, 1809Probably lost7.Anthidium obscuratum Morawitz, 1875♀valid as Pseudoanthidium obscuratum (Morawitz, 1875)ZISP8.Anthidium petechiale Morawitz, 1875♀? synonym of Pseudoanthidium cribratum (Morawitz, 1875)Probably lost9.Anthidium ruficorne Morawitz, 1875♀, ♂valid as Icteranthidium ruficorne (Morawitz, 1875)ZMMU10.Anthidium unicum Morawitz, 1875♂validZMMU
description: Published as part of Ivlev, Konstantin S., Astafurova, Yulia V. & Proshchalykin, Maxim Yu., 2025, The bees of the tribe Anthidiini (Hymenoptera, Megachilidae) described by Ferdinand Morawitz from the collection of Aleksey Fedtschenko, pp. 175 in Zootaxa 5715 (1) on page 175, DOI: 10.11646/zootaxa.5715.1.14, http://zenodo.org/record/17887822
DOI: 10.5281/zenodo.18244799
title: Aspilia montevidensis var. setosa (Griseb.) Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18244800
title: Aspilia montevidensis var. setosa (Griseb.) Cabrera. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.6084/m9.figshare.28616705.v1
title: antibiotic resistance profile of resistant isolates from clinical source

description: We’ve uploaded all the raw data from our latest study, which dives deep into the genomic makeup of some tough, multidrug-resistant bacteria from Anhui Province, China, like <i>Escherichia coli</i><i>, </i><i>Klebsiella pneumoniae</i>, and <i>Serratia marcescens</i>. For instance, we found an <i>E. coli</i> strain (EC385) packed with 2343 resistance and virulence traits, carrying five plasmids and a unique mix of genes like <i>mcr1.1</i> and several bla variants, a combo never seen before. Then there’s <i>K. pneumoniae </i>strains like KP304 and KP69, loaded with plasmids and genes driving resistance to drugs like ciprofloxacin. And here’s a wild twist: we caught <i>S. marcescens</i> carrying <i>bla</i><sub>KPC</sub> genes for the first time ever, along with some hefty plasmids. It’s a stark reminder of how fast these resistance tricks are spreading, and why we’ve got to keep a close eye on them.
DOI: 10.5281/zenodo.15849549
title: Wallpaper Group-Based Mechanical Metamaterials and their Mechanical Responses

description: This repository contains a dataset of geometries of potential mechanical metamaterials and their mechanical response, as described in our paper 'Wallpaper Group-Based Mechanical Metamaterials: Dataset Including Mechanical Responses', https://www.nature.com/articles/s41597-025-06150-x#citeas.

More specifically, a large dataset of 2D microstructures and their macroscopic mechanical responses in the hyperelastic, finite-strain regime including buckling. The geometries of the microstructures are generated using a novel method, which covers all 17 wallpaper symmetry groups and features a rich parametric space, as the microstructural geometries are described using Bézier curves. The mechanical responses are obtained through computational homogenization utilizing finite element simulations. The dataset includes 1020 distinct geometries, each subjected to 12 loading trajectories, totaling 12,240 trajectories. 

Our dataset offers a solid foundation for training and benchmarking surrogate models that aim to analyze the relationship between symmetries and material properties, investigating symmetry-breaking during pattern transformations, and potentially revealing emergent behavior in mechanical metamaterials.

The Python code used to generate the geometries is available at https://github.com/FHendriks11/wallpaper_microstructures, and the MATLAB code used for the finite element simulations is available at https://github.com/FHendriks11/mechmetamat_homogenization.

 

v2: updated README.md

v3: removed missed cases of contact

v4: replaced trajectories that ended in an error with converged trajectories

v5: replaced the one last trajectory that ended in an error with converged trajectory. Fixed time steps that were in the wrong order. Fixed one case where there was a mistake in the periodicity of the mesh. Updated README.md. 'contains_bifurcation' now contains False entry for trajectories with zero time steps for consistency with all other quantities.
DOI: 10.5281/zenodo.18172947
title: Wallpaper Group-Based Mechanical Metamaterials and their Mechanical Responses

description: This repository contains a dataset of geometries of potential mechanical metamaterials and their mechanical response, as described in our paper 'Wallpaper Group-Based Mechanical Metamaterials: Dataset Including Mechanical Responses', https://www.nature.com/articles/s41597-025-06150-x#citeas.

More specifically, a large dataset of 2D microstructures and their macroscopic mechanical responses in the hyperelastic, finite-strain regime including buckling. The geometries of the microstructures are generated using a novel method, which covers all 17 wallpaper symmetry groups and features a rich parametric space, as the microstructural geometries are described using Bézier curves. The mechanical responses are obtained through computational homogenization utilizing finite element simulations. The dataset includes 1020 distinct geometries, each subjected to 12 loading trajectories, totaling 12,240 trajectories. 

Our dataset offers a solid foundation for training and benchmarking surrogate models that aim to analyze the relationship between symmetries and material properties, investigating symmetry-breaking during pattern transformations, and potentially revealing emergent behavior in mechanical metamaterials.

The Python code used to generate the geometries is available at https://github.com/FHendriks11/wallpaper_microstructures, and the MATLAB code used for the finite element simulations is available at https://github.com/FHendriks11/mechmetamat_homogenization.

 

v2: updated README.md

v3: removed missed cases of contact

v4: replaced trajectories that ended in an error with converged trajectories

v5: replaced the one last trajectory that ended in an error with converged trajectory. Fixed time steps that were in the wrong order. Fixed one case where there was a mistake in the periodicity of the mesh. Updated README.md. 'contains_bifurcation' now contains False entry for trajectories with zero time steps for consistency with all other quantities.
DOI: 10.3886/e244126
title: Ondo State School Of Nursing (S.O.N.), General Hospital, Akure 2026/2027 ADMISSION FORM Is Out Call 09032974622

description: Ondo State School Of Nursing (S.O.N.), General Hospital, Akure 2026/2027 ADMISSION FORM Is Out Call 09032974622 09032974622, Also For Transcript Collection Call 09032974622 for more details... The Management of the school hereby informs the general public on the sales of the general Nursing Admission form into the School of Nursing/Midwifery. And also the sales of the two (2) years Post Basic Nursing Programme. Contact the school Admin — DR MRS GRACE on 09032974622 for more details on how to purchase the form and register online.
DOI: 10.5281/zenodo.18244810
title: ЭФФЕКТИВНОСТЬ BLENDED LEARNING В ПРЕПОДАВАНИИ РКИ В УЗБЕКИСТАНЕ

description: В статье представлена концептуальная модель смешанного обучения (blended learning) русскому языку как иностранному (РКИ), разработанная специально для условий сельских школ Республики Узбекистан. Модель учитывает ограниченный доступ к цифровой инфраструктуре, низкую языковую среду, недостаток квалифицированных  педагогов и специфику мотивационной сферы учащихся. Описаны структурные компоненты модели, её методологические основания и педагогические условия реализации.
DOI: 10.5281/zenodo.18244809
title: ЭФФЕКТИВНОСТЬ BLENDED LEARNING В ПРЕПОДАВАНИИ РКИ В УЗБЕКИСТАНЕ

description: В статье представлена концептуальная модель смешанного обучения (blended learning) русскому языку как иностранному (РКИ), разработанная специально для условий сельских школ Республики Узбекистан. Модель учитывает ограниченный доступ к цифровой инфраструктуре, низкую языковую среду, недостаток квалифицированных  педагогов и специфику мотивационной сферы учащихся. Описаны структурные компоненты модели, её методологические основания и педагогические условия реализации.
DOI: 10.5258/soton/wp00873
title: Modelled gridded population estimates for Sud-Kivu Province in the Democratic Republic of Congo version 4.4.

description: This data release provides gridded population estimates (spatial resolution of 3 arc-seconds, approximately 100 m grid cells) for Sud-Kivu Province in the Democratic Republic of Congo (DRC), along with estimates of the number of people belonging to various age-sex groups. The project team used the Pre-Distribution Registration Survey (PDRS) data from the National Malaria Control Programme (PNLP) collected as part of anti-malarial campaigns in the Democratic Republic of the Congo for 2023, settlement footprints and geospatial covariates to model and estimate population numbers at grid cell level using a Bayesian statistical hierarchical modelling framework. The approach facilitated simultaneous accounting for the multiple levels of variability within the data. It also allowed the quantification of uncertainties in parameter estimates. These model-based population estimates can be considered as most accurately representing the year 2023. This time period corresponds to the PDRS survey date for Sud-Kivu. Although the methods were robust enough to explicitly account for key random biases within the datasets, it is noted that systematic biases, which may arise from sources other than random errors within the observed data collection process, are most likely to remain.

These data were produced by the WorldPop Research Group at the University of Southampton. This work was part of the GRID3 – Phase 2 Scaling project, with funding from the Bill & Melinda Gates Foundation (INV-044979). Project partners included GRID3, the Center for Integrated Earth System Information (CIESIN) within the Columbia Climate School at Columbia University, and WorldPop at the University of Southampton. The final statistical modelling was designed, developed, and implemented by Ortis Yankey. Data processing was done by Ortis Yankey with additional support from Tom Abbott and Heather Chamberlain. Project oversight was done by Chris Nnanatu, Attila Lazar, and Andy Tatem. The PDRS data from the malaria insecticide treated net (ITN) distribution campaigns were collected, processed, anonymised, and shared by the PNLP and its implementing partners. The settlement footprint data was prepared and shared by CIESIN (2024). The data has been clipped to GRID3-CIESIN health area extent (version 8.0) (CIESIN, 2025).
DOI: 10.25345/c5d795q6f
title: MassIVE MSV000100473 - Fluorinated Features in Freshwater Fish, Uncovering Unknown PFASs using non-targeted screening
title: Study summary: Per - and polyfluoroalkyl substances (PFASs) are a large group of persistent chemicals frequently detected in food and environmental samples. While the European Union recommends monitoring approximately 20 PFASs in food across member states, thousands have been reported, many of which may occur in various food commodities. To investigate the broader diversity and accumulation of PFASs in food, we applied a Non-Targeted Screening (NTS) approach by using liquid chromatography coupled with a high-resolution mass spectrometer (LC-HRMS) on 5 Dutch freshwater eel fish samples (filets and livers). Before measurements, the samples were spiked with internal standards, followed by an extraction with a mixture of 200 mM NaOH in water (2 mL) and methanol (10 mL). After extraction, weak anion exchange SPE was applied as a clean-up. Both the non-ionic fraction (labelled as MeOH) and the anionic fraction (labelled as Elutie) were collected and measured on the LC-HRMS (Orbitrap IQ-X Tribrid). With our HRMS method, we were able to collect both high-resolution (HCD, Orbitrap) and low-resolution (CID Iontrap) MS2 spectra, which were used for compound annotation. In total, we annotated 55 compounds with a confidence level of 3 or higher: 42 at level 1, five at level 2, and seven at level 3. Files description: Samples were injected multiple times in three different dates (organized in the three folders below) to confirm and expand annotations. Folders 240215_PFAS_KB37_Aal_LC-OTT4, 240327_PFAS_KB37_Aal_herinjecties_LC-OTT4, and 240704_PFAS_KB37_conformation_LC-OTT4 contain the MeOH and Elution fractions of the fillet and liver samples, along with procedural blanks (labelled as ChemBlank), high (50 ng/mL) and low (10 ng/mL) spiked filler/liver samples (labelled as Spike50 and Spike10, respectively), PFAS standard mixtures in solvent (labelled as STD) and solvent blanks (labelled as MeOH_solvent). All measurement samples are included as Thermo .raw format. The spectral library developed in the current study (PFAS v2.2) is included as .db format compatible with Thermo software Compound Discoverer and MZVault, as well in the open format .msp
DOI: 10.5281/zenodo.15051497
title: [Supplementary material] Celebrating 10 years of Workshop on Social, Human, and Economic Aspects of Software (WASHES): Extended Results of a Scoping Review

description: This repository contains the research materials supporting the paper “Celebrating 10 years of Workshop on Social, Human, and Economic Aspects of Software (WASHES): Extended Results of a Scoping Review”. It includes all artifacts used in the study: the code for generating the analysis and the datasets containing all the data.
DOI: 10.5281/zenodo.17443480
title: [Supplementary material] Celebrating 10 years of Workshop on Social, Human, and Economic Aspects of Software (WASHES): Extended Results of a Scoping Review

description: This repository contains the research materials supporting the paper “Celebrating 10 years of Workshop on Social, Human, and Economic Aspects of Software (WASHES): Extended Results of a Scoping Review”. It includes all artifacts used in the study: the code for generating the analysis and the datasets containing all the data.
DOI: 10.5281/zenodo.18244609
title: Multi-scale monitoring using automated image analysis and citizen science

description: Master's thesis anonymzed dataset.
DOI: 10.5281/zenodo.18244839
title: Aspilia pascalioides Griseb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18244840
title: Aspilia pascalioides Griseb. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5258/soton/wp00874
title: Modelled gridded population estimates for Sud-Ubangi Province in the Democratic Republic of Congo (2023), version 4.4.

description: This data release consists of gridded population estimates at a spatial resolution of approximately 100 m for Sud-Ubangi Province in the Democratic Republic of Congo (DRC) and gridded population counts with model uncertainty measures and breakdowns in 40 age-sex groups at a spatial resolution of approximately 100m. The team used the Pre-Distribution Registration Survey (PDRS) data from the National Malaria Control Programme (PNLP) collected as part of anti-malarial campaigns in the DRC for 2023, settlement footprints, and geospatial covariates to estimate population counts at the grid-cell level in a Bayesian hierarchical modelling framework. The framework accounts for multiple levels of variability within the data and allows to quantify model uncertainty. This accounts for multiple levels of variability within the data and allows to quantify model uncertainty. Although the proposed approach accounts for bias in the input population data, other sources of uncertainty are likely to remain. These population estimates are for the year 2023, aligning with the year of the PDRS surveys in Sud-Ubangi.

These data were produced by the WorldPop Research Group at the University of Southampton. This work was part of the GRID3 – Phase 2 Scaling project, with funding from the Gates Foundation (INV-044979). Project partners included GRID3, the Center for Integrated Earth System Information (CIESIN) within the Columbia Climate School at Columbia University, and WorldPop at the University of Southampton. Mohamed Megheib designed, developed, and implemented the statistical model with support from Ortis Yankey. Mohamed Megheib and Tom Abbott processed the data with additional support from Heather Chamberlain. Attila Lazar, Chris Nnanatu and Andy Tatem provided project oversight. The PDRS data from the malaria insecticide treated net (ITN) distribution campaigns were collected, processed, anonymised and shared by the PNLP and its implementing partners. The settlement extent data was prepared and shared by CIESIN (2024). The data has been clipped to GRID3-CIESIN health area extent (version 8.0) (CIESIN, 2025).
DOI: 10.7910/dvn/shqyf3
title: A97_8159.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/5cd74f9b-8a76-4f4f-81eb-f0764109f7a2'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/5cd74f9b-8a76-4f4f-81eb-f0764109f7a2
DOI: 10.7910/dvn/sc6zrr
title: A89_3392.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/651a15ab-30ef-0839-ec7a-18859fcd73e4'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/651a15ab-30ef-0839-ec7a-18859fcd73e4
DOI: 10.7910/dvn/rglobs
title: A90_3459.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d1eb01be-a817-2585-490c-b8c117ea17b1'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d1eb01be-a817-2585-490c-b8c117ea17b1
DOI: 10.7910/dvn/rquv7g
title: Executive Agreements Database, Statement Concerning the Agreement with Cuba For The Termination of the Agreement Of May 30, 1977, Relating to the Establishment Of Interests Sections of The United States and Cuba Effected By Exchange Of Notes Act Havana July 20, 2015 Entered Into Force July 20, 2015

description: TIAS 15-720 cover memo