cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/v97299gwwj.1
title: [Dataset] Physicochemical Profiling of Turbinaria conoides-CaO Mediated Nanoparticles and Nanoscaffolds

description: This dataset provides an extensive characterization profile of CaO nanoparticles produced using Turbinaria conoides extracts. X-ray diffraction data contains information about structural characteristics and phase identification. UV-visible spectroscopy results show light absorption properties across the spectrum. Fourier-transform infrared analysis highlights functional groups present in the system. Thermogravimetric curves present thermal stability under programmed heating conditions. Zeta potential measurements indicate surface charge characteristics in aqueous suspension. Scanning electron microscopy images reveal surface morphology and particle size distribution. The collection includes both raw instrument outputs and processed data files. Experimental conditions and measurement parameters are fully documented. Quality control measures were implemented throughout data acquisition. The dataset offers a robust foundation for studying biologically mediated calcium oxide nanomaterial synthesis.
DOI: 10.17632/3gnwzzsdkd
title: [Dataset] Physicochemical Profiling of Ectocarpales -Mediated CaO Nanoparticles and Nanoscaffolds

description: This dataset contains detailed physicochemical profiles of CaO nanoparticles synthesized using Ectocarpales extracts. X-ray diffraction scans provide information about crystallographic features and phase composition. UV-visible spectroscopy captures light interaction properties at different wavelengths. Fourier-transform infrared analysis reveals molecular vibrations and chemical bonding patterns. Thermogravimetric curves track mass changes during thermal treatment. Zeta potential values reflect the electrostatic stability of nanoparticle dispersions. Scanning electron micrographs visualize the topological characteristics and particle distribution. Experimental parameters and instrument settings are thoroughly documented. The data files are organized systematically with clear labeling for easy access. Background measurements and calibration data are included where applicable. This multidimensional dataset enables comprehensive analysis of biologically fabricated calcium oxide nanostructures.
DOI: 10.17632/3gnwzzsdkd.1
title: [Dataset] Physicochemical Profiling of Ectocarpales -Mediated CaO Nanoparticles and Nanoscaffolds

description: This dataset contains detailed physicochemical profiles of CaO nanoparticles synthesized using Ectocarpales extracts. X-ray diffraction scans provide information about crystallographic features and phase composition. UV-visible spectroscopy captures light interaction properties at different wavelengths. Fourier-transform infrared analysis reveals molecular vibrations and chemical bonding patterns. Thermogravimetric curves track mass changes during thermal treatment. Zeta potential values reflect the electrostatic stability of nanoparticle dispersions. Scanning electron micrographs visualize the topological characteristics and particle distribution. Experimental parameters and instrument settings are thoroughly documented. The data files are organized systematically with clear labeling for easy access. Background measurements and calibration data are included where applicable. This multidimensional dataset enables comprehensive analysis of biologically fabricated calcium oxide nanostructures.
DOI: 10.17632/n79vjx2s2h
title: [Dataset] Physicochemical Profiling of Turbinaria Ornata -Mediated CaO Nanoparticles and Nanoscaffolds

description: A complete set of characterization data for Turbinaria Ornata-derived CaO nanoparticles is presented in this collection. X-ray diffraction measurements offer structural information about crystalline phases. UV-visible absorption spectra demonstrate wavelength-dependent optical properties. Fourier-transform infrared spectroscopy identifies functional groups in both precursors and final products. Thermogravimetric profiles illustrate thermal decomposition behavior under controlled atmosphere. Zeta potential measurements provide insights into colloidal stability parameters. Scanning electron microscopy images display morphological features at various resolutions. The dataset includes primary experimental outputs along with necessary metadata. All analyses were performed using validated protocols with appropriate reference standards. Multiple sample batches are represented to confirm reproducibility. The collection serves as thorough documentation of green-synthesized calcium oxide nanomaterials.
DOI: 10.17632/n79vjx2s2h.1
title: [Dataset] Physicochemical Profiling of Turbinaria Ornata -Mediated CaO Nanoparticles and Nanoscaffolds

description: A complete set of characterization data for Turbinaria Ornata-derived CaO nanoparticles is presented in this collection. X-ray diffraction measurements offer structural information about crystalline phases. UV-visible absorption spectra demonstrate wavelength-dependent optical properties. Fourier-transform infrared spectroscopy identifies functional groups in both precursors and final products. Thermogravimetric profiles illustrate thermal decomposition behavior under controlled atmosphere. Zeta potential measurements provide insights into colloidal stability parameters. Scanning electron microscopy images display morphological features at various resolutions. The dataset includes primary experimental outputs along with necessary metadata. All analyses were performed using validated protocols with appropriate reference standards. Multiple sample batches are represented to confirm reproducibility. The collection serves as thorough documentation of green-synthesized calcium oxide nanomaterials.
DOI: 10.17632/tgddhyry84.1
title: [Dataset] Physicochemical Profiling of Pocockiella variegata-Mediated CaO Nanoparticles and Nanoscaffolds

description: The dataset presents a comprehensive characterization of Pocockiella variegata -mediated CaO nanoparticles and nanoscaffolds through multiple analytical techniques. X-ray diffraction patterns reveal structural information about the crystalline phases present in the samples. UV-visible absorption spectra demonstrate the optical properties across a defined wavelength range. Fourier-transform infrared spectroscopy identifies functional groups involved in nanoparticle formation and stabilization. Thermogravimetric analysis profiles show thermal behavior under controlled conditions. Zeta potential measurements indicate surface charge properties of the colloidal suspensions. Scanning electron microscopy images provide morphological details at various magnifications. The collection includes raw experimental data along with processed files for each technique. All measurements were conducted following standardized protocols with appropriate controls. Multiple sample replicates ensure data reliability and reproducibility. The dataset offers a systematic investigation of biologically synthesized calcium oxide nanomaterials.
DOI: 10.17632/k3djjvjwvm.1
title: Data: "From Pasture to Plantation: drivers of deforestation and land use succession to oil palm in the Brazilian Amazon"

description: Raw-data of the manuscript "From Pasture to Plantation: drivers of deforestation and land use succession to oil palm in the Brazilian Amazon". Econometrics procedures are not avaliable. 
This study aim to address the following questions: (1) Is the dynamics of land use change in Brazilian Amazon influenced by the oil palm plantations? (2) Is there temporal and spatial correlation between deforestation and oil palm production?
DOI: 10.17632/x7hxm36xbp
title: Molecular Heterogeneity of Breast Milk

description: the data of the article titled Molecular Heterogeneity of Breast Milk in Intestinal Development: A Multi-Omics Approach Using Human Organoids and Caco-2 Cells.
DOI: 10.17632/x7hxm36xbp.1
title: Molecular Heterogeneity of Breast Milk

description: the data of the article titled Molecular Heterogeneity of Breast Milk in Intestinal Development: A Multi-Omics Approach Using Human Organoids and Caco-2 Cells.
DOI: 10.17632/mgcztkzzxr
title: BRCA2 C-terminal clamp restructures RAD51 dimers to bind B-DNA for replication fork stability

description: Raw images and unprocessed images belong to the manuscript "BRCA2 C-terminal clamp restructures RAD51 dimers to bind B-DNA for replication fork stability".
DOI: 10.17632/mgcztkzzxr.1
title: BRCA2 C-terminal clamp restructures RAD51 dimers to bind B-DNA for replication fork stability

description: Raw images and unprocessed images belong to the manuscript "BRCA2 C-terminal clamp restructures RAD51 dimers to bind B-DNA for replication fork stability".
DOI: 10.17632/fp9zkv28p2.1
title: Data of particulate nitro-aromatic compounds and other relevant parameters in eastern China

description: This dataset includes concentrations of eight nitro-aromatic compounds in fine particulate matters and trace gases, aerosol surface area density, meteorological data collected in different seasons at nine urban, rural and mountain sites in eastern China. They were inputted into the ensemble machine learning model and the receptor source apportionment model to obtain comprehensive understanding on the contributions of primary emission sources, secondary formation pathways, and meteorological conditions.
DOI: 10.17632/fp9zkv28p2.2
title: Data of particulate nitro-aromatic compounds and other relevant parameters in eastern China

description: This dataset includes concentrations of eight nitro-aromatic compounds in fine particulate matters and trace gases, aerosol surface area density, meteorological data collected in different seasons at nine urban, rural and mountain sites in eastern China. They were inputted into the ensemble machine learning model and the receptor source apportionment model to obtain comprehensive understanding on the contributions of primary emission sources, secondary formation pathways, and meteorological conditions.
DOI: 10.15468/dl.5sh2tu
title: Occurrence Download

description: A dataset containing 418 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Osmunda vachellii Hook."
 ]
}

 The dataset includes 418 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018496-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pftb2sm7r7
title: Household Energy Consumption

description: Digital economy data and model code
DOI: 10.17632/pftb2sm7r7.1
title: Household Energy Consumption

description: Digital economy data and model code
DOI: 10.17632/6sb4y5d6kc
title: The relevant data of a batch of glass artifacts

description: The data contains the glass type, emblazonry, colors, weathering states and component proportion of surface sampling points of a batch of glass artifacts. The data also contains the unweathered component proportion of weathered glass artifacts predicted by machine learning algorithms. The data also includes the training process of the machine learning algorithms and the final model parameters, as well as the available trained models.
DOI: 10.17632/6sb4y5d6kc.1
title: The relevant data of a batch of glass artifacts

description: The data contains the glass type, emblazonry, colors, weathering states and component proportion of surface sampling points of a batch of glass artifacts. The data also contains the unweathered component proportion of weathered glass artifacts predicted by machine learning algorithms. The data also includes the training process of the machine learning algorithms and the final model parameters, as well as the available trained models.
DOI: 10.17632/7gr395vffc.1
title: Dataset – Relationship between Eco-efficiency and Circular Economy

description: This Excel file contains the data resulting from a systematic literature review and thematic analysis on the relationship between eco-efficiency and the circular economy. It includes selected academic texts and references, coded according to key thematic categories. Each entry is accompanied by bibliographic details and interpretative notes. The dataset was used to identify patterns, gaps, and intersections in the existing literature.
DOI: 10.15482/usda.adc/24777069.v1
title: Data from: Detection of <i>Salmonella enterica </i>and <i>Listeria monocytogenes</i> in alternative irrigation water by culture and qPCR-based methods in the Mid-Atlantic U.S.

description: Alternative irrigation waters (rivers, ponds, and reclaimed water) can harbor bacterial foodborne pathogens like <i>Salmonella enterica</i> and <i>Listeria monocytogenes</i>, potentially contaminating fruit and vegetable commodities. Detecting foodborne pathogens using qPCR-based methods may accelerate testing methods and procedures compared to culture-based methods. This study compared detection of <i>S. enterica</i> and <i>L. monocytogenes</i> by qPCR (real-time PCR) and culture methods in irrigation waters to determine the influence of water type (river, pond, and reclaimed water), season (winter, spring, summer, and fall), or volume (0.1, 1, and 10 L) on sensitivity, accuracy, specificity, and positive (PPV), and negative (NPV) predictive values of these methods. Water samples were collected by filtration through modified Moore swabs (MMS) over a 2-year period at 11 sites in the Mid-Atlantic U.S. on a bi-weekly or monthly schedule. For qPCR, bacterial DNA from culture-enriched samples (n = 1,990) was analyzed by multiplex qPCR specific for S. enterica and L. monocytogenes. For culture detection, enriched samples were selectively enriched, isolated, and PCR confirmed. PPVs for qPCR detection of <i>S. enterica</i> and <i>L. monocytogenes</i> were 68% and 67%, respectively. The NPV were 87% (S. enterica) and 85% (L. monocytogenes). Higher levels of qPCR/culture agreement were observed in spring and summer compared to fall and winter for <i>S. enterica</i>; for <i>L. monocytogenes</i>, lower levels of agreement were observed in winter compared to spring, summer, and fall. Reclaimed and pond water supported higher levels of qPCR/culture agreement compared to river water for both <i>S. enterica</i> and <i>L. monocytogenes</i>, indicating that water type may influence the agreement of these results.
DOI: 10.15482/usda.adc/24777069
title: Data from: Detection of <i>Salmonella enterica </i>and <i>Listeria monocytogenes</i> in alternative irrigation water by culture and qPCR-based methods in the Mid-Atlantic U.S.

description: Alternative irrigation waters (rivers, ponds, and reclaimed water) can harbor bacterial foodborne pathogens like <i>Salmonella enterica</i> and <i>Listeria monocytogenes</i>, potentially contaminating fruit and vegetable commodities. Detecting foodborne pathogens using qPCR-based methods may accelerate testing methods and procedures compared to culture-based methods. This study compared detection of <i>S. enterica</i> and <i>L. monocytogenes</i> by qPCR (real-time PCR) and culture methods in irrigation waters to determine the influence of water type (river, pond, and reclaimed water), season (winter, spring, summer, and fall), or volume (0.1, 1, and 10 L) on sensitivity, accuracy, specificity, and positive (PPV), and negative (NPV) predictive values of these methods. Water samples were collected by filtration through modified Moore swabs (MMS) over a 2-year period at 11 sites in the Mid-Atlantic U.S. on a bi-weekly or monthly schedule. For qPCR, bacterial DNA from culture-enriched samples (n = 1,990) was analyzed by multiplex qPCR specific for S. enterica and L. monocytogenes. For culture detection, enriched samples were selectively enriched, isolated, and PCR confirmed. PPVs for qPCR detection of <i>S. enterica</i> and <i>L. monocytogenes</i> were 68% and 67%, respectively. The NPV were 87% (S. enterica) and 85% (L. monocytogenes). Higher levels of qPCR/culture agreement were observed in spring and summer compared to fall and winter for <i>S. enterica</i>; for <i>L. monocytogenes</i>, lower levels of agreement were observed in winter compared to spring, summer, and fall. Reclaimed and pond water supported higher levels of qPCR/culture agreement compared to river water for both <i>S. enterica</i> and <i>L. monocytogenes</i>, indicating that water type may influence the agreement of these results.
DOI: 10.17632/777fk7d6mw.1
title: SMED and Its Contribution to Sustainability in the Maquiladora Industry: A Study Using Structural Equation Modeling and System Dynamics

description: In the Excel file, you will find the information from the questionnaire responses for each of the variables involved in the evaluated model. You will also find the additional coefficients analyzed.
DOI: 10.17632/664t5kcn7p.1
title: Design and Evaluation of Custom Intermixers for extrusion of blended PLA Using Machine Learning

description: The following data supports the manuscript titled "Design and Evaluation of Custom Intermixers for extrusion of blended PLA Using Machine Learning" submitted to "Virtual and Physical Prototyping", which details the following abstract:
"Uniform blending in multi-material extrusion is crucial for ensuring consistent material properties in additive manufacturing. This study evaluates the performance of five static mixer designs, Split Path, Helix Array, Full Turn Helix, Half Moon, and Cross Bars, integrated into a coaxial extrusion system for enhancing the blending of multi-colored PLA (polylactic acid) pellets. Each mixer was tested using a 50/50 mixture of red and blue PLA under controlled extrusion conditions at 210°C. Mixing performance was assessed through microscopic imaging and machine learning-based analysis, including histogram evaluation, clustering algorithms, and standard color uniformity indices. Results showed that the Split Path and Full Turn Helix mixers provided the most uniform color distribution, with minimal segregation. In contrast, the Helix Array, Half Moon, and Cross Bars designs produced moderate to inconsistent mixing, showing visible streaking and uneven blending. All mixer configurations, however, significantly outperformed the control (no mixer) setup. These findings offer quantitative insights into the effectiveness of various mixer geometries, providing a basis for optimizing mixing strategies in multi-material 3D printing. The study contributes to the development of more reliable extrusion systems for applications such as functionally graded materials, flexible electronics, and advanced polymer composites."
DOI: 10.5517/ccdc.csd.cc2n6gp1
title: CCDC 2449083: Experimental Crystal Structure Determination

description: Related Article: Mark Baranov|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.28941470
title: processed_breast.RDS

description: Processed GTEX breast single-cell data for the CASSIA vignette
DOI: 10.17632/t4npyttrbf.1
title: TRuE-AD3 supplemental data and PLS

description: These are supplemental data and a plain-language summary to the article titled "Efficacy and Safety of Ruxolitinib Cream in Children Aged 2 to 11 Years With Atopic Dermatitis: Results From TRuE-AD3, a Phase 3, Randomized Double-Blind Study", which was published in the Journal of the American Academy of Dermatology
DOI: 10.17632/jpjn673n6b.1
title: Doping feruloylated arabinoxylan covalent hydrogels with cellulose nanocrystals

description: data used for a scientif article
DOI: 10.15468/dl.n36d79
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelecyphora aselliformis C.Ehrenb."
 ]
}

 The dataset includes 204 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018498-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6cz3g9dpjt.1
title: IBSEM Code and Documentation

description: Code, hyperparameters, and instructions to run the IBSEM eco-genetic model of a salmon population.
Code and parameterisation are updated to 29/04/2025
DOI: 10.17632/5wctgnrfdf.1
title: Establishing a Process-Structure-Property-Performance Framework for SLS Additive Manufacturing Through Integrated Multiscale Modeling

description: The input files for laser interaction with PA12 powder in SLS process in MOOSE software package and the setup for Abaqus and Z-mat software packages used for the Representative Volume Element (RVE) and mechanical analyses.
DOI: 10.17632/5t36rnjn5g.1
title: Supplemental Data for the Weight Loss Contract Paper

description: This is the supplemental data for our paper analyzing the relationship between a novel weight loss contract, weight loss protocols, and actual weight loss. 
These supplemental tables account for time data, the Number of Weight loss protocol steps followed, and the effect that alcohol use disorder and GLP1 agonists have on our overall weight loss data. Our sheet also contains a figure showing what the Weight loss protocol looks like.
DOI: 10.15468/dl.r89mcz
title: Occurrence Download

description: A dataset containing 2595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vespertilionidae"
 ]
}

 The dataset includes 2595 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018500-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10213855
title: Magnetoencephalography recordings on newborns with auditory stimulations

description: This dataset is organized in 3 main folders:1. The folder 'data' contains the magnetoencephalography (MEG) recording data, organized in a BIDS-like structure: first by subjects and then by modalities. The optically pumped magnetometers (OPM) data folders contains the raw data and the preprocessing output files. The cryogenic MEG (SQUID) data folders contain the data after signal space separation (using MaxFilter) and the preprocessing output files.The MEG files contain a time variable (time), a MEG data variable (data_meg), a sampling frequency variable (sfreq) and a variable containing the time stamps of the stimulations (trials). The OPM data in addition has an OPM position on the layout variable (positions) and a OPM labels variable (labels).The preprocessing output files contain a variable with the artifact time stamps (bad_times) and a variable containing the heart and artifact component of an independent component analysis (ICA). If a second ICA was performed, another variable is present (IC). When computed, the frequency ranges of those components is also included (freq).2. The folder 'layouts' contains the layouts files needed for the analysis.3. The folder 'derivatives' contains the derivative data obtained by the analysis scripts which are the data used for generating the plots in the article.All the files are in the Matlab matrix file format ('.mat').