cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/n34j5g3zj9
title: Data for: Catalytic wet peroxide oxidation of natural organic matter to enhance the treatment of real surface water at urban and rural drinking water plants

description: The efficiency of the CWPO process driven by an Al/Fe-PILC clay catalyst was evaluated in the removal of dissolved natural organic matter from different real water supplies: either raw or partially-treated water at several stages of drinking water urban plants (three points at three different UPs), or drinking water rural plants (five RPs) were processed at natural and varied conditions of pH, temperature, and environmental pressure. The optimal conditions of the CWPO reaction were refined taking into account the presence of well-known scavenging, inorganic anions in real surface water supplies. Besides, the catalyst preparation from technical-grade reagents was assessed. The catalytic results are analyzed in terms of DOC and total nitrogen mineralization, color removal (456 nm), the evolution of SUVA254, and efficiency of H2O2 consumption, but also taking into account the influence of the physicochemical properties displayed by the input natural water samples (pH, temperature, apparent color, UV254 absorbance, turbidity, alkalinity, and contents of main inorganic anions) on the catalytic performance using statistical tools. This dataset displays all the raw and treated data regarding the catalytic wet peroxide oxidation of dissolved Natural Organic Matter (NOM) in all, a synthetic surrogate of NOM, and several real surface water samples collected at urban and rural drinking water treatment plants (DWTPs). The catalytic reactions were performed in the presence of Al/Fe-PILC clay catalysts. The data here shown consists of: 1. Physicochemical properties of the Al/Fe-PILC clay catalysts used. 2. Identification of the real surface water samples studied. 3. Average standard deviations for all catalytic responses as a function of the type of water and DWTP, as the quality control of the catalytic data. 4. Characteristics of the statistical optimization of the CWPO degradation of NOM and the experimental data obtained (Factors, levels, covariates). 5. Multiple regression analysis measuring the correlation of the physicochemical properties of the input real water samples over every catalytic response. 6. Final average DOC values for the effluents of every stage of treatment at DWTPs and the CWPO treatment. 7. Current stages of treatment at the urban conventional DWTPs. 8. Composition of the synthetic surrogate of dissolved NOM employed for the statistical optimization of the CWPO catalytic degradation. 9. Estimated response surface plots for every catalytic response and Desirability-based multiresponse surface which allowed establishing the optimal reaction conditions. 10. Measured color removal in urban and rural plants through CWPO treatment. 11. Measured consumption of hydrogen peroxide at urban and rural plants through CWPO treatment. 12. Measured nitrogen removal through CWPO treatment. 13. pHpzc of the Al/Fe-PILC clay catalyst.
DOI: 10.6084/m9.figshare.11691489.v1
title: Domestic Pig Post-Inject Image Stack

description: 6 Month Old Pig post-injection (barium sulfate/latex) DICOM image stack from: O'Brien and Williams, 2014 PLoS One https://doi.org/10.1371/journal.pone.0097940<br>Scanned at the Holzer Clinic in Athens, Ohio, on a Philips Brilliance 64 slice CT scanner, at 0.67 mm slice thickness, 150 kV, 80 mA, and yielding a voxel size of 0.693359×0.693359×0.5 mm
DOI: 10.6084/m9.figshare.20455401.v1
title: data hyper-scores

description: Hyper-scores
DOI: 10.17632/6gc4597rgm
title: Data for: MULTICHANNEL PRESENCE, BOON OR CURSE?: A COMPARISON IN PRICE, LOYALTY, REGRET, AND DISAPPOINTMENT

description: Study 1 contains the data for the changes in emotion (positive and negative) by tracking consumer's facial expressions when they see promotion in online channel after purchasing from offline store in different price/loyalty contexts. Study 2 contains the self-reported survey data for regret and disappointment given the same scenario as Study 1 Study 3 contains the self-reported survey data for regret and disappointment when they see promotion in offline channel after purchasing from online store in different price/loyalty contexts.
DOI: 10.17632/89dk6gvdt7
title: Results of the Paleomagnetic analysis and the dating of the BZK0402 core

description: Magnetic stratigraphy samples were collected for precise dating at depths within the BZK0402 core (30°59'29''N, 118°46'31''E). Oriented block samples were generally obtained at 0.2 m intervals, although this was dependent on core recovery (overall recovery was 94.7%), resulting in some sampling intervals being as large as 0.4–0.5 m. Samples were taken by pushing a hollow non-magnetic cube directly into halved unconsolidated sediment cores. Semi-consolidated sediments were initially carefully cut using a thin stainless-steel spatula before the plastic sampling cubes were pressed into the halved core. A total of 40 samples for Alternating Field (AF) demagnetization analysis were obtained during this study. Paleomagnetic measurements were performed on a 2G-755R Superconducting Rock Magnetometer in the Paleomagnetic and Rock Magnetism Laboratory of the Institute of Earth Environment, Chinese Academy of Sciences, Xi’an, China. Sample processing and analysis was undertaken in a magnetically shielded environment and alternating demagnetization specimens were directly measured using a 2G-755 Superconducting device. The measurements were performed in 15 steps at 0, 50, 80, 100, 120, 150, 200, 250, 300, 350, 400, 450, 500, 600, 700, and 800 Gauss for systematic demagnetization. Paleomagnetic demagnetization results were evaluated using orthogonal diagrams and principal component directions were computed using a least-squares fitting technique employing at least three successive data points that define a linear trend directed clearly towards the origin of the orthogonal plot. All sample measurements and processing was undertaken using the PaleoMag 3.1 software package. Three samples were obtained from the BZK0402 core. These samples were dated using AMS 14C dating at the Xi'an Accelerator Mass Spectrometry Center, Xi’an, China. The results of the Paleomagnetic analysis and the radiocarbon dating of the BZK0402 core provide evidence of the Gothenburg geomagnetic excursion at depths of 6.5–7.2 m, indicating that this paleo-lake records a high sedimentation rate.
DOI: 10.17632/xrwvczfnm9
title: A reliable deep learning-based method for alveolar bone quantification using a murine model of periodontitis and micro-CT imaging

description: A reliable deep learning-based method for alveolar bone quantification using a murine model of periodontitis and micro-CT imaging
DOI: 10.6084/m9.figshare.10003259.v1
title: Differential gene expression of human sclerotic vs stenotic aortic valves, with low and high overlap

description: Human aortic valve tissue was obtained from patients undergoing cardiac surgical procedures. Differential gene expression of human sclerotic vs stenotic aortic valves, with a low (FPKM &gt; 1) and high (FPKM &gt; 100) degrees over overlap. For the low overlap group (Table S4), differential genes expression is demonstrated for the stenotic (Table S2) and sclerotic (Table S3) cohorts. For the high overlap group (Table S7), differential gene expression is demonstrated for the stenotic (Table S5) and the stenotic (Table S6) cohorts <br>
DOI: 10.6084/m9.figshare.24549202.v1
title: Data for: Global invasion history and genomic signatures of adaptation of the highly invasive sycamore lace bug

description: Invasive species cause enormous economic and ecological damage. Climate change has resulted in an unprecedented increase in the number and impact of invaders. The mechanisms underlying invasions, however, are largely unclear. The sycamore lace bug, <i>Corythucha ciliata</i>, is a highly invasive species that originated in North America. Its population has expanded over the Northern Hemisphere since the 1960s. In this study, we assemble the lace bug’s genome using high-coverage PacBio, Illumina, and Hi-C sequencing. We identify 15,278 protein-coding genes and expansion of gene families with oxidoreductase and metabolic activities. In-depth resequencing of 402 samples collected from native and nine invasive countries across three continents identified 2.74 million single nucleotide polymorphisms. We resolve two major invasion routes of the lace bug from North America through both Europe and Japan, forming a contact zone in East Asia. Genomic signatures of selection associated with invasion and long-term balancing selection in native ranges are identified. These genomic signatures overlap with each other and the expanded genes, suggesting an improvement in the oxidative stress and thermal tolerance of this species. Our findings offer valuable insights into the genomic architecture and adaptive evolution underlying the invasive capabilities of species in the face of rapid environmental changes.
DOI: 10.17632/nf8bvtfhk4
title: Amazon Air Flights, 01 September 2018 to 31 August 2019
DOI: 10.17632/s44d9z3x9r
title: Dataset of Container Round Use platform

description: This study aims to identify factors influencing the adoption of Container Round-Use Platforms in the Vietnamese supply chain and examine the relationship and degree of influence between these factors and the platform's adoption.
DOI: 10.17632/sgx3mnxj5h
title: YOLO-Seg Model with Tiling Movement for Detecting Paddy Parcels using High-Resolution Drone Image

description: This study aims to develop a system that combines object detection and segmentation capabilities in high-resolution images using the YOLO-Seg model for paddy parcel monitoring based on drone imagery. For the first time, we propose a novel tiling movement technique and systematically analyze optimal overlap rates to reduce tile boundary errors that occur in large-scale drone image processing.
DOI: 10.6084/m9.figshare.3563781.v1
title: Supplement 1. R scripts for analyses summarized in main text.

description: File List Grace_etal_SEMguidelines_supplement.txt Description The code presented in “Grace_etal_SEMguidelines_supplement.txt” documents the data and scripts used to perform the analyses summarized in the main text of the article. Included are scripts for both Bayesian and frequentist estimation as well as a scripts for evaluating model structure. Note that the .txt file can be opened in R.
DOI: 10.6084/m9.figshare.24466171.v1
title: Supplementary Material for: Study of allergy and sensitization relationship in children and parents in southern China

description: Abstract INTRODUCTION: The incidence of allergic diseases has increased globally, with genetics playing an essential role in these conditions' development. However, there is still a gap in understanding of how parental allergy status affects children's allergies. METHODS: An electronic questionnaire was used to assess allergy-related symptoms in kindergarten children and their parents, with clinical diagnosis and concurrent serum allergen-specific Immunoglobulin E (IgE), total IgE, and blood cell counts obtained. RESULTS: 88 family groups were enrolled, with allergy prevalence of 85.2% in children, 50% in fathers, and 42% in mothers. Allergic rhinoconjunctivitis was the most common allergic disease. When the mother had an allergy, the children's allergy diagnosis rate was 91.3%; 86.67% when the father had an allergy; and 85.71% when both parents had allergies. The child sensitization rate was 78.26% when the father had sensitization, 59.09% just as the mother had sensitization, and 84.21% when both parents had sensitization. Paternal allergies affected children's quality of life due to allergic rhinitis but not their rhinitis symptoms. Maternal allergies or sensitization did not significantly affect children's symptoms or quality-of-life scores. CONCLUSION: The study found a positive correlation between childhood and parental allergies, and further studies are needed to confirm the findings.
DOI: 10.17632/dhh99k9f6x
title: Urban Heat Island Mitigation via roof gardens

description: 2 rooms of a Chennai, Tamil Nadu, India-based facility were fitted with sensors at the terrace and room level. One room's terrace had a roof garden, and the other was exposed. The dataset presents the details of the temperature and humidity recorded at 4 places (garden indoor, garden outdoor, exposed indoor and exposed outdoor).

Two sets of industry-grade temperature and humidity sensors were installed for data collection. These sensors included cased sensors for outdoor measurements and exposed sensors for internal regions. One set of sensors was placed in the baseline monitoring zone, which was the area without a garden, while the second set was installed in the green/heat mitigation monitoring zone, which 
was the area with the garden. 
The precise locations of the four installed sensors were as follows:
1. The external baseline sensor was positioned in the southwest corner of the terrace in the exposed portion.
2. The internal baseline sensor was mounted on the restroom ceiling, below the external sensor in the southwest corner.
3. The external sensor for measuring data from the green roof was installed among the planter bags, near the parapet wall.
4. A corresponding internal sensor to measure the impact of the green terrace was mounted on the ceiling of the storeroom directly below the planter bags.
In addition to the sensors, secondary weather data for the larger Otteri neighbourhood was sourced from weather online, AccuWeather and Visual Crossing to complement the study.
DOI: 10.17632/scj72c967f
title: scripts for YJCPH_110030

description: These scripts are used for Enriched Galerkin Discretization for Modeling Poroelasticity and Permeability Alteration in Heterogeneous Porous Media It has been tested only in the Linux operating system, and the main dependencies are Numpy (≥ 1.16.5), FEniCS (≥ 2018.1.0) with PETSc (≥ 3.10.5) and petsc4py (≥ 3.10), and multiphenics (≥ 0.2.0).
DOI: 10.17632/spjszyw8f5
title: Academic and motivational data of patentees from brazilian public universities

description: The dataset presents academic information and behavioral and motivational aspects  of researchers affiliated to Brazilian public universities which data were colleted through online survey with a questionnaire and complemented from public  database professional and academic information. The sample included prolific patentees from brazilian public universities.
DOI: 10.17632/wxv6h9p39g
title: A Deep Learning Framework for Automated Detection and Classification of Four Common Dental Diseases Using Dental Radiographs

description: Dataset Description:
This dataset consists of Orthopantomogram (OPG) dental X-ray images collected from the Global Orthopedic General Hospital & Diagnostic Center in Bangladesh. It is designed for object detection, disease classification, image analysis, and segmentation. The dataset is organized into two main folders: Object Detection Dataset and Classification Dataset.The Object Detection Dataset folder contains 4000 original and 10,000 augmented images with labeled annotations.
The Classification Dataset folder consists of separate files for each dental condition class.Images are stored in JPG format, while labels are in JSON format. The dataset is divided into training (70%), validation (20%), and testing (10%) sets.
Dataset collection:
• Source: Global Orthopedic General Hospital and Diagnostic Center.
• Capture Method: Hard drive.
• Anonymization : All information was carefully removed to protect privacy and confidentiality.
• Informed Consent: Consent was knowingly given by each patient in compliance with dental ethics.
Variables:
 Cavities:2500
 Damage/Broken :2500
 Infection: 2500
 Wisdom teeth: 2500
DOI: 10.17632/yjxxd64wz7
title: Data for: Risk prediction and factors risk analysis based on IFOA-GRNN and aprior algorithms: Application of artificial intelligence in accident prevention

description: statistical data
DOI: 10.17632/k8nh96vstg
title: Building an Open Scientific Community, installation of an open science culture in the community of researchers, teachers and students of the Universidad de los Andes. (C3A)

description: The Universidad de los Andes Project aims to build an open science university community through the installation and strengthening of institutional capacities, the management of cultural change and collaboration with the national and international scientific community. The strategic elements that characterize this Project are: 1) its focus on science to permanently change disciplinary guidelines, which range from the formulation of research projects to the visibility of their results, 2) acting on researchers, students graduates and students of the University, and influence national and international research partners, expanding the community of influence significantly, 3) generate an effect on all students of the University so that they understand what open science is and the effect that this, in turn, has on their studies and on their professional life and, with this, educate citizens, with an open science mentality, 4) produce a disruptive, permanent, and massive institutional change, 5) consider the use of tools GNU (open software), to the extent technically and efficiently convenient, 6) that the University is inserted in international and national networks with experience in open science, especially in the definition of policies, standards, strategies, infrastructure, training, and cultural change , 7) some of the training efforts will be uploaded as MOOCs and shared with partner research institutions, other institutions and the interested community, 8) through this Project, the University assumes ambitious goals, which will be monitored throughout of the life cycle of research projects. The generation of intermediate and final research results in open science is seen as a process that is part of the Data Management Project (DMP) research line, product commitments, data in repository, published dataset, open access articles, visibility of dataset, articles and other products of social appropriation derived from research).
DOI: 10.17632/tdn96mkkpt
title: SCA bearing dataset

description: The dataset contains vibration measurements from a pulp mill collected between 2019 and the end of 2022 that describe different health states of bearings. It comprises 11 cases each, except case 11, describing a bearing fault before the bearing was changed. Case 11 contains a fault that is not related to the bearing which can be used to test the tendency of methods to generate false alarms. Each case includes two files: one with normal data called “train” and one with only a fault or both a fault and normal data depending on fault development time named “test”. The files contain approximately four months of data with one or more measurements per day. The files are in .mat format and include the vibration data, sampling rate, bearing type, the fault frequency of each bearing, the time for each measurement, the rotating speed of the shaft and the labels. The possible values of the label are -1, which means that the machine is off or that the speed data of the shaft is missing, 0 for normal conditions, 1 for inner ring fault, 2 for ball fault and 3 for outer ring fault. For more information, we refer to the published article. When referring to this dataset, please consider citing both the article and the dataset.
 
Note regarding version 2:
We discovered that the non-bearing related fault scenario (case 11) might not be related to any fault in the equipment. Because of this, we decided to change it to a confirmed fault scenario diagnosed as shaft misalignment. Since this change is not related to the bearing fault scenarios and the labelling is set to 0 for both versions 1 and 2 it should have no impact on research that has used the dataset for bearing fault diagnosis.
DOI: 10.17632/bktksxnt77
title: ANALSIS RISIKO PEMBIAYAAN MUSYARAKAH LEMBAGA KEUANGAN SYARIAH

description: Dalam setiap pembiayaan pasti ada risiko yang timbul sebagai akibat kegagalan pihak memenuhi kewajibannya. Pada bank umum, pembiayaan disebut pinjaman, sementara di bank syariah disebut pem-biayaan, sedangkan untuk balas jasa yang diberikan atau diterima pada bank umum berupa bunga (interest loan atau deposit) dalam persentase yang sudah ditentukan sebelum-nya. Pada bank syariah, tingkat balas jasa terukur oleh sistem bagi hasil dari usaha. Selain itu, persyaratan pengajuan kredit pada perbankan syariah lebih ketat dari perbankan konven-sional sehingga risiko kredit dari perbankan syariah lebih kecil dari perbankan konvensional. maka dapat dikatakan bahwa risiko pembiayaan musyarakah pada lembaga keuangan syariah adalah suatu yang normal mengingat bahwa di setiap bisnis apa pun dan dimanapun potensi risiko pasti ada. Walau demikian, terjadinya risiko yang tentu dapat menghadang dapat dihadapi dengan berbagai cara. Misalnya, risiko itu langsung dihadapi dengan cara mempersiapkan diri dengan mempersiapkan kemungkinan-kemungkinan yang terjadi, atau dengan cara mentransfer sebagian tanggungan melalui lembaga asuransi. Hal yang sama dapat ditemui pada risiko pembiayaan musyarakah pada lembaga keuangan syariah. Dimana risiko pembiayaan musyarakah, baik yang berupa wanprestasi, risiko likuiditas, risiko pasar, risiko operasional atau pun lainnya memang akan berdampak pada besar kecilnya kerugian yang akan didapat. Karena itu, pengelolaan atas risiko tersebut menjadi penting. Demikian pula pengendalian risiko pembiayaan musyarakat terhadap risiko kredit dan risiko operasilan pada lembaga keuangan syariah harus menjadi perhatian bagi para pengelola lembaga keuangan tersebut.
DOI: 10.17632/bs2z92449s
title: Supplementary Data S1: Next generation sequencing from Hepatozoon canis (Apicomplexa: Coccidia: Adeleorina): Complete apicoplast genome and multiple mitochondrion-associated sequences

description: These files comprise all of the NGS sequence assemblies referred to in the article: "Next generation sequencing from Hepatozoon canis (Apicomplexa: Coccidia: Adeleorina): Complete apicoplast genome and multiple mitochondrion-associated sequences." All assemblies were generated from Illumina HiSeq 2500 sequencing data (126 bp paired-end reads, insert length ~500 bp). In the case of mitochondrion-associated sequences 1, 2, 3 and 4: PCR and Sanger sequencing data were utilized to provide additional assembly coverage of CDS regions. Files included are: BAM assembly files: .bam, .bai and .fasta (these files are needed together to generate a BAM assembly flat file - supported by many software platforms). Geneious assembly files: Complete annotated assemblies (with NGS read pairings) can be viewed with Geneious software (versions 6.1 or newer). These files will provide the greatest details of the assembly data. Jpeg images of Geneious assemblies: These files were provided for ease of viewing and rapid analysis. Note: images were not generated for the complete ribosomal DNA unit and 18S rDNA variant assemblies as these assemblies were too large to viewed as images.