cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/phvg9chk7z
title: Multi-Objective Optimization Employing Knowledge Graph-Embedded Large Language Model to Strategize Battery Recycling Technology Selection

description: This study presents two AI-driven frameworks to support sustainable battery recycling: (1) the Battery-LLaMA module, which integrates a fine-tuned LLaMA-2-7B model with a battery recycling-informed knowledge graph (BR-KG) for domain-specific question answering, and (2) a multi-objective optimization (MOO) framework for process selection based on internal energy consumption at the molecular level and revenue generation from the recycling process. The BR-KG, built from over 10k+ Elsevier abstracts using named entity recognition, captures structured recycling knowledge and enhances the performance of the Battery-LLaMA model (F1-score: 0.821 vs. 0.701 for ChatGPT-4o). The MOO framework reveals that hydrometallurgical processes, particularly those combining leaching, roasting, and regeneration, offer the most economically and energetically favorable pathways for recycling 100 kg of Li-ion batteries with &gt;90% efficiency.
DOI: 10.6084/m9.figshare.28292933.v2
title: Syphilis in pregnancy: prevalence, risk factors and maternal-fetal prognosis in Kisangani

description: <b>Marital status </b>( Maried=1, Single =2<b>occupation </b>( unemployed=1, State agent=2, Houde keeper=3, Private sector=4, trader=5, student=6)<b>Adress </b>( Makiso=1, Mangobo=2, Tshopo=3, Kabondo=4, Kisangani=5, Lubunga=6)<b>Educational level (</b> Elemntary school=1, High school=2, university= 3)<b>socio-economique level (</b>low=1, Middle=2, high=3)<b>Type of marriage ( </b>Monogamic=1, Polygamic=2)<b>Type of pregnancy (</b> Monofœtale=1,Gémellaire=2, Multiple=3<b>)</b><b>Route of past delivery (</b>vaginnaly=1, cesarean=2<b>)</b><b>concept of STI (</b>yes=1, No=2<b>) </b><b> </b><b>ARV treatment (</b>yes=1, No=2<b>)</b><b>Type of STI (</b>Syphilis=1, Trichomonas=2, gonorhea=3, Condyloma=4<b>) </b><b>multiples partners (</b>yes=1,No=2)<b>Mal condom use(</b><b> </b>yes=1, No=2)<b> </b><b>TPHA (</b>Positive=1<b>, </b>Négative=2<b>)</b><br><br><br><br>
DOI: 10.17632/y8cvcs8tt5
title: SWIR hyperspectral data cubes for plastics detection in the environment

description: The dataset contains 7 hyperspectral cubes related to paper "Plastic litter detection in the environment by hyperspectral aerial remote sensing and machine learning" by M. Balsi, M. Moroni, S. Bouchelaghem, submitted in February 2025 to Remote Sensing. Corresponding author: marco.balsi@uniroma1.it
Data were acquired using a push-broom SWIR camer mounted on a drone, in controlled natural environments, where sorted plastics objects were placed on the ground.
The files contain hyperspectral cubes organized as 81 layers corresponding to wavelengths from 900 to 1700 nm, sampled every 10nm. Layers from 900 to 930 are dummy (filled with zeros) because they were not actually acquired. For each cube, manually-drawn masks are provided, for labelling according to plastics polymer or other material. Additional folders include visible images showing the experimental setup, and .mat files of the cubes for use directly in Matlab. The latter files contain layers from 940 to 1340 nm and from 1460 to 1680 nm (total 60 layers). Others were removed because noisy or empty.
DOI: 10.17632/zgm7x647vx
title: Updating of specific analytical tests for patients admitted to the Periodontics, Surgery and Paediatric Dentistry Department of the Dr Rene Puig Bentz Clinic of the Universidad Nacional Pedro Henriquez Ureña (UNPHU).

description: Throughout history, clinical tests have been associated with the diagnosis of patients. Over the years, updates in laboratory tests have facilitated the clinical work of health clinical work of health personnel, allowing relevance in each diagnosis. diagnosis. Early detection of systemic conditions in patients allows us to prevent possible bacterial infections possible bacterial infections causing chronic inflammation during dental and post-surgical and post-surgical treatment. At present, there are frequent cases of diabetic patients who, after only a few months of treatment cases of diabetic patients who, when only a glycaemia test is performed, it does not reflect the parameters of the previous months, patients with hepatitis B, patients with hepatitis C and patients with hepatitis C and patients with HIV have shown that their system is compromised. their system is compromised, so it is ideal to perform the relevant tests to achieve effective treatment. This study was descriptive, with a non-experimental, cross-sectional and prospective design.It was carried out with the aim of updating specific analytical tests for patients admitted to the periodontics, surgery and paediatric dentistry, surgery and paediatric dentistry departments of the Dr René Puig Bentz Clinic of the Pedro Henríquez Ureña National University (UNHU). A population of 28 teachers was evaluated, of whom 23 responded to the questionnaire. As a result, it was observed that a high percentage of the respondents of the population surveyed agreed with the need to update the analytical tests for the School of Dentistry for a better School of Dentistry for a better management of systemically compromised patients. In conclusion, updating the analytical tests at the UNPHU will allow for a broader and more accurate picture of the procedures to be performed and will improve the final results.
DOI: 10.15468/dl.cn7qja
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-16.8057 20.1434,-16.8896 19.8496,-9.0352 19.8496,-9.0352 28.8496,-11.635 28.8496,-11.7824 28.7359,-13.29 28.2942,-13.9623 27.0596,-14.8996 26.4375,-15.2884 25.5014,-15.3356 24.99,-16.4235 23.914,-16.8295 22.8081,-17.1762 22.5133,-17.4325 21.9756,-17.6012 20.7987,-17.3601 20.3805,-16.8057 20.1434))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012896-250525065834625/datasets/export for details.
DOI: 10.17632/rrf436g5pm
title: Supplementary files to Social network does not influence microbiota of a gregarious bird in a common environment

description: Data and code to replicate the analyses in the paper "Social network does not influence microbiota of a gregarious bird in a common environment". Silva, Gomes et al. (2025, Behavioral Ecology and Sociobiology). It also contains supplementary material to support results in the published paper.

This is composed by one R script file with code to replicate all analyses present in the published paper, one R data file with all data required to run social network analysis, and one zip file containing graphs to support results in the published paper.

Specifically, it contains:
- 'R script for analyses.R': the complete R scripts needed to replicate all statistical analyses present in the paper. This script contains code to import all data, so no further action, besides running this script, is needed to replicate analyses.
- 'R data to social networks.RDATA': contains all data required to run social network analysis. Specifically, it contains the social network, all the individuals data regarding gut and feather microbiome, and further data from RFID antennae required for the analyses. 'R script for analyses.R' provides details on each object contained in this file; main text provides details regarding data collection and quantification.
- 'SupMaterial_roostinggraphs': graphs for all differentially abundant bacteria between roosting groups. It contains folders for graphs of feathers (fth) or of cloaca (cl) microbiome, and for amplicon sequence variants (ASV) or genus.

Article reference:
"Social network does not influence microbiota of a gregarious bird in a common environment", Behavioral Ecology and Sociobiology, 2025.
 *Sofia Marques Silva, CIBIO/InBIO, Universidade do Porto, Vairão, Portugal;
 *Ana Cristina R. Gomes, CIBIO/InBIO, Universidade do Porto, Vairão, Portugal; Department of zoology, Stockholm University, Sweden;
 Gonçalo C. Cardoso, CIBIO/InBIO, Universidade do Porto, Vairão, Portugal.
 Sandra Trigo, CIBIO/InBIO, Universidade do Porto, Vairão, Portugal; 
 Raquel Xavier, CIBIO/InBIO, Universidade do Porto, Vairão, Portugal.
* authors with equal contribution

May 2025, Sofia Marques Silva (sofiamarques1@gmail.com) and Ana Cristina R. Gomes (ana.gomes@zoologi.su.se).
DOI: 10.17632/y7k6mvf77m
title: Hermetia illucens larva: protein substrate for animal feed

description: The why our proposal? The proposal is based on. (1) The need for the proper management (recycling and use) of organic waste. (2) The need to produce feed for animal nutrition with a lower ecological footprint, high rates of growth and reproduction, high levels of protein, fat, and minerals; and (3) The global demand for protein for animal feed sustainability as a replacement of traditional protein sources (fish and soybean meal among others) for new protein sources. The FAO estimates that 80% of agriculture is dedicated to the production of protein for animal consumption. The Hermetia illucens (black soldier fly) is a crop insect that provides the opportunity to produce animal feed, fuels, organic fertilizers, and nutrient-rich biobased products with the simultaneous management of organic waste.
Insects are part of the natural diet of many species of fish, birds and humans. The breeding of Hermetia illucens in the pilot plant shows high feed conversion efficiency, low consumption of resources (food, water, space, energy), low emission of greenhouse gases, reduced space for their breeding and production. Adiotionally, the larvae can feed on various organic waste (food waste, fresh fruits, and vegetables or in the process of being divided, solid waste from animals or the benefit of food animals).
What do we want to develop? The mass use of Hermetia illucens as a tool to: (1) Provide a nutritious food source. (2) Mitigate the environmental impact in the production of traditional sources of protein. (3) Provide development generation tools for vulnerable communities, mainly agricultural.
The breeding of guinea pigs and trout is due to the need for protein sources for human consumption. Its meat is characterized by its high protein and low fat level, containing essential amino acids and essential fatty acids. The guinea pig is a native species to the high Andean area of Peru and therefore represents an important food product for the food security of the rural population and others with low resources.
Reasons that encourage further research: we can mention :(1). Global Food Security: Increased demand for protein for both animal and human consumption. (2). Competitive nutritional values with other sources of protein in animal feed. (3). Responsible buyers willing to pay for nutritious and responsibly sourced food in production. (4). Promotion of circular economy using reduction of agro-exports. (5). Environmental benefits over other protein sources based on organic waste management and (6). Versatility of presentation and use from live and whole larvae to meals, for animal or human consumption.
DOI: 10.6084/m9.figshare.3523610.v1
title: Appendix C. Statistical results from separate repeated-measures ANOVAs for the effect of patch size, isolation, and proportion mudflat on the density of spiders in each of three foraging guilds.

description: Statistical results from separate repeated-measures ANOVAs for the effect of patch size, isolation, and proportion mudflat on the density of spiders in each of three foraging guilds.
DOI: 10.17632/g8fmhxw8c6
title: Modular multi-enzyme cascades for the synthesis of non-canonical amino acids with C–S, C–Se, and C–N side chains from glycerol

description: Original data for figure 3b, 3c, 3d, 4c, and 5a in the main text and supplementary material.
DOI: 10.17632/vyxt842rzg
title: Data for: Impact of consumer confidence on the expected returns of the Tokyo Stock Exchange: A comparative analysis of consumption and production-based asset pricing models

description: Using all stocks listed in the Tokyo Stock Exchange and macroeconomic data for Japan, the dataset comprises the following series: 1. Monthly returns for 25 size-book-to-market equity portfolios, following the Fama and French (1993) methodology. (Raw data source: Datastream database) 2. Monthly returns for 20 momentum portfolios, following the Fama and French (1993) methodology. (Raw data source: Datastream database) 3. Monthly returns for 25 price-to-cash flow-dividend yield portfolios, following the Fama and French (1993) methodology. (Raw data source: Datastream database) 4. Fama and French three-factors (RM, SMB and HML), following the Fama and French (1993) methodology. (Raw data source: Datastream database) 5. Fama and French five-factors (RM, SMB, HML, RMW, and CMA), following the Fama and French (2015) methodology for all factors, except for RMW, which is determined using the return on assets as sorting variable, as in Hou, Xue and Zhang (2014). (Raw data source: Datastream database) 6. Private final consumption expenditure, in national currency and constant prices, non-seasonally adjusted, for Japan. (Raw data source: OECD) 7. Consumer Confidence Index (CCI) for Japan. (Raw data source: OECD) 8. Three-month interest rate of the Treasury Bill for Japan. (Raw data source: OECD) 9. Gross Domestic Product (GDP) for Japan. (Raw data source: OECD) 10. Consumer Price Index (CPI) growth rate for Japan. (Raw data source: OECD) We have produced all return series using the following data from Datastream: (i) total return index (RI series), (ii) market value (MV series), (iii) market-to-book equity (PTBV series), (iv) total assets (WC02999 series), (v) return on equity (WC08301 series), (vi) price-to-cash flow ratio (PC series), and (vii) dividend yield (DY series). We have used the generic rules suggested by Griffin, Kelly, & Nardari (2010) for excluding non-common equity securities from Datastream data. We also exclude stocks with less than twelve observations in the period from July 1992 to June 2018. Accordingly, our sample comprises a total number of 5,312 stocks. REFERENCES: Fama, E. F. and French, K. R. (1993). Common risk factors in the returns on stocks and bonds. Journal of Financial Economics, 33, 3–56. Fama, E. F. and French, K. R. (2015). A five-factor asset pricing model. Journal of Financial Economics, 116, 1–22. Griffin, J. M., Kelly, P., and Nardari, F. (2010). Do market efficiency measures yield correct inferences? A comparison of developed and emerging markets. Review of Financial Studies, 23, 3225–3277. Hou K, Xue C, Zhang L. (2014). Digesting anomalies: An investment approach. Review of Financial Studies, 28, 650-705.
DOI: 10.17632/zh6db92p26
title: Zircon modeling - thermodynamic databases

description: Internally consistent datasets of equilibrium constants for minerals and aqueous species at 200 - 900 °C at 0.1 and 0.2 GPa. The databases were used to model zircon solubility in aqueous fluids and the replacement of metamict zircon by crystalline zircon using the software package "The Geochemist's Workbench" (Bethke, 2022) and the program "Phreeqc" (Parkhurst and Appelo, 2013). The *.dat files are in Phreeqc format. The *.tdat files are in GWB format. A manuscript will be submitted to "Geochemistry, Geophysics, Geosystems" in September 2024 that uses the databases and that includes the GWB scripts for the models.

References

Bethke, C. M. (2022). Geochemical and Biogeochemical Reaction Modeling (3rd ed.). Cambridge: Cambridge University Press. https://doi.org/DOI: 10.1017/9781108807005

Parkhurst, D. L., & Appelo, C. A. J. (2013). Description of input and examples for PHREEQC version 3—a computer program for speciation, batch-reaction, one-dimensional transport, and inverse geochemical calculations. US Geological Survey Techniques and Methods, Book, 6, 497.
DOI: 10.17632/6t6sw3mpy3
title: Ultra-black camouflage in deep-sea fishes Davis et al. 2020
DOI: 10.17632/n2k7zz2xyt
title: SPiCiCAP framework

description: This dataset was acquired to investigate spatio-temporal properties of spinal resting-state fluctuations using a dynamic connectivity approach, the SPiCiCAP framework. Details can be found in the related publication: Kinany, N., Pirondini, E., Van De Ville, D., and Micera, S. (2020). Dynamic functional connectivity of resting-state spinal cord fMRI reveals fine-grained intrinsic architecture. Neuron. === Data === We provide a spinal cord fMRI dataset containing 22 healthy subjects, with a resting-state scan (15 minutes) for each participant. Raw, processed and analyzed data are included. === Code === The SPiCiCAP framework comprises the following steps: 1- Processing pipeline for spinal cord fMRI 2- Extracting iCAPs (i.e., networks based on dynamic functional connectivity) 3- Analyze iCAPs spatio-temporal properties
DOI: 10.17632/p9y27y66jb
title: MI-EEG-BCI-VR

description: This Data describes a framework known as MI-EEG-BCI-VR, integrating Motor Imagery (MI) and electroencephalography (EEG)-based Brain-Computer Interface (BCI) technologies, enabling users to navigate Virtual Environments (VEs) by imagining movements. The subject-specific feature extraction approach was employed.
To enhance user-friendliness and facilitate easy interaction, this Data contains interactive MATLAB-based Graphical User Interfaces (GUIs) for data acquisition, processing, visualization, and running tasks.
DOI: 10.17632/4x69h6s3hz
title: Data for: Life Cycle Assessment of Pipes and Piping Process in Drinking Water Distribution Networks to Reduce Environmental Impact

description: Life cycle inventories data has been provided for all pipes diameters, considered in the study, in the supporting information file.
DOI: 10.17632/7r3fwm9th3
title: Data for: The Role of Gamified E-Quizzes on Student Learning and Engagement: An Interactive Gamification Solution for a Formative Assessment System

description: Datasets of students' academic achievement and perceived engagement of post-questionnaire surveys
DOI: 10.17632/k2v8n7txry
title: HFD Metabolomics

description: We tested a novel non-lipogenic ABCA1 inducer lead compound in high-fat diet and normal-diet C57Bl/6 mice via untargeted global metabolic profiling conducted by Metabolon, Inc. Results are summarized and interpreted in a pending manuscript.
DOI: 10.17632/rk4mm635rn
title: Mango Shelf-Life Dataset

description: This dataset contains images of Pakistani mango variety named White Chaunsa Late. An experiment was performed on the proposed dataset for automated classification for assessing the ripeness level of harvested mangoes. Deep Learning algorithms including Convolutional Neural Network and Artificial Neural Network were used to achieve high accuracy.
Researchers and students are encouraged to utilize this dataset for the development, testing, and evaluation of various computer vision algorithms aimed at enhancing the agricultural sector. The provided dataset can be consider as a benchmark for testing and comparing the performance of different state-of-the-arts. We have collected this dataset from local markets of Multan and captured images over different timespan.
DOI: 10.6084/m9.figshare.20152757.v1
title: FTIR raw data of khat waste

description: This is a raw FTIR data of KHAT WASTE USED IN A MANUSCRIPT <strong>Nanofibrillated cellulose aerogel from Khat (</strong><em><strong>Catha Edulis</strong></em><strong>) waste: fabrication and characterizations</strong>
DOI: 10.17632/m864xphyr4
title: Plastic and microplastics in floodplain soils of the Lahn river catchment (Hesse, Germany)

description: This dataset contains all raw data from the investigation of plastic and microplastic concentrations in the floodplain soils of the river Lahn (Hesse, Germany). This includes (1) the microplastic concentrations and soil parameters (e.g. grain size), (2) the microplastic particle properties and (3) the results of the 210Pb and 137Cs dating. All data was recorded in 2020. Information of sampling sites can be found in Weber and Opp (2020): https://doi.org/10.1016/j.envpol.2020.115390. Further information can be found in the project-assigned publications currently in preparation (as of 04/2021).
DOI: 10.17632/vwdmfgnx66
title: TOUGHREACT geochemistry databases and input and output files

description: chemical.inp, flow.inp, and solute.inp are TOUGHREACT input files. N_conc.dat, N_cycleDB.dat, N_gas.dat, N_min.dat, and iter.dat are the geochemistry database for the TOUGHREACT model. time.dat is the sample model output file.
DOI: 10.17632/23vhgsjhmy
title: Analysis scripts and data for case studies of TerraDactyl software.

description: Research ranging from land use planning to ecology benefits from integrating spatial and temporal environmental data. Analyses on multiple environmental datasets are enhanced when there is a common set of variables, improving the ability of researchers to collaborate across a wide variety of projects. Addressing the need, we developed TerraDactyl, an online tool hosted on eDNA Explorer (ednaexplorer.org). TerraDactyl (Version 1 of TerraDactyl is available here: https://github.com/eDNA-Explorer/terradactyl/tree/v1.0 ) intakes user-provided geospatial coordinates and dates to extract environmental values from a series of datasets hosted on the Google Earth Engine (GEE). We demonstrate the utility of TerraDactyl with two case studies. The first study aims to classify protected areas in the US and Canada given only TerraDactyl data. In the second study we reanalyze published community compositional variation California environmental DNA (eDNA) samples to test whether variation is more strongly associated with environmental factor groups such as soil and topography when more variables are added by TerraDactyl. While some current limitations remain, such as the gaps in data available in polar and coastal regions, TerraDactyl offers a robust integrative tool to assist biodiversity and environmental research that has potential for expansion to include more datasets.

A detailed description of the files and scripts in this archive can be found in the README file. This README covers the structure of input files, and which scripts there are utilized by.
DOI: 10.17632/v825npsc4b
title: Abscissae and weights for the Gauss-Laguerre quadrature formula

description: Abstract A program is described which calculates the abscissae and weights for the Gauss-Laguerre quadrature formula for integrals of the form ∫∈e^(-x)x^α f(x)dx very rapidly and with high accuracy even in the case of many abscissae. The abscissae are given by the zeros of the Laguerre polynomials, which are found by the Newton-Raphson method with suitable initial approximations. The program is useful for the problem in the case of an integrand f(x) oscillating rapidly. Title of program: GAUSSLA Catalogue Id: ABFJ_v1_0 Nature of problem In the study of physical problems, the need often arises for evaluating definite intergrals numerically. The Gaussian quadrature is known as one of the most efficient quadrature schemes. The present program generates the abscissae and weights for the Gauss-Laguerre quadrature formula for integrals very rapidly and with high accuracy even in the case of a great many abscissae. Versions of this program held in the CPC repository in Mendeley Data ABFJ_v1_0; GAUSSLA; 10.1016/0010-4655(88)90178-6 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.13363574.v1
title: Mesoscopic photogrammetry with an unstabilized phone camera - datasets

description: Datasets for 3D mesoscopic reconstructions, consisting of sequences of 20-23 images of mm-scale objects, captured from multiple viewpoints by a Samsung Galaxy S10+ at close range (a few cm). The accompanying python code can be found at https://github.com/kevinczhou/mesoscopic-photogrammetry/. For a detailed description of the methods and results, see our paper at https://arxiv.org/abs/2012.06044.