Digital Commons Network^™

Dissipation Of Pesticide Residues On Grapes And Strawberries Using Plasma-Activated Water, Chaitanya Sarangapani, Laurence Scally, Miroslav Gulan, P. J. Cullen

Articles

In this study, we present a novel atmospheric air plasma discharge for the generation of plasma-activated water (PAW), with the aim of reducing pesticide residues on fresh fruit. For this purpose, a large discharge volume pin-to-plate cold plasma reactor was employed. The pesticide-spiked grapes and strawberries were processed with varying PAW concentrations to study their efficacies for pesticide degradation combined with an evaluation of any induced changes in key nutritional and quality attributes. The results suggest that the reduction of chlorpyrifos was 79% on grapes and 69% on strawberries while that of carbaryl was 86% on grapes and 73% on …

Quantitative Analysis Of Human Blood Serum Using Vibrational Spectroscopy., Hugh Byrne, Franck Bonnier, Jennifer Mcintyre, Drishya Rajan Parachalil

Articles

Analysis of bodily fluids using vibrational spectroscopy has attracted increasing attention in recent years. In particular, infrared spectroscopic screening of blood products, particularly blood serum, for disease diagnostics has been advanced considerably, attracting commercial interests. However, analyses requiring quantification of endogenous constituents or exogenous agents in blood are less well advanced. Recent advances towards this end are reviewed, focussing on infrared and Raman spectroscopic analyses of human blood serum. The importance of spectroscopic analysis in the native aqueous environment is highlighted, and the relative merits of infrared absorption versus Raman spectroscopy are considered, in this context. It is argued that …

An Investigation Into The Application Of Raman Spectroscopy For Cervical Cancer Screening, Damien Traynor

Doctoral

aman spectroscopy is a powerful tool that has the potential to be, used for cervical cancer screening. It is a label-free, low-cost method providing a biochemical fingerprint of a given sample. The objective of this thesis was to address issues associated with the application of Raman spectroscopy for cervical cancer screening and to demonstrate the potential for triage of HPV positive cases. The first study investigated hormonal effects due to the menstrual cycle, the use of hormone- based contraceptives (HC) and the onset of menopause on Raman spectra of cervical cells and determined if these changes would affect the ability …

Development Of Methodologies For Raman Spectral Analysis Of Human Saliva For Detection Of Oral Cancer, Genecy Calado

Doctoral

Oral cancer is one of the most common malignancies worldwide, with over 350,000 to 400,000 new cases reported each year. Early detection, followed by appropriate treatment, can increase cure rates to 80 or 90%, and greatly improve the quality of life by minimising extensive, debilitating treatments. Usually, the clinical diagnosis of most head and neck neoplasms, including oral cancer, is performed through time-consuming and invasive biopsies followed by histological examination of the excised tissue and may present psychological trauma and risk of infection to patients. In addition, histological grading can be subjective, as it is based on subtle morphological changes. …

Characterization Of Intraocular Pressure Fluctuations, Intracranial Pressure And Translaminar Pressure Measured With Wireless Telemetry In Nonhuman Primates, Jessica Violet Jasien

All ETDs from UAB

Glaucoma is the second leading cause of blindness and third leading cause of visual impairment worldwide; 180 million people suffer from a glaucomatous visual disability. Glaucoma is an ocular neurodegenerative disease with several risk factors. The major identified risk factors of glaucoma are intraocular pressure (IOP), age, race, central cornea thickness, family history, and low diastolic blood pressure. The lowering of IOP is the only modifiable risk factor for the disease. However, we know little about the true character of IOP. Periodic IOP measurements are obtained every few months or at the discretion of the clinician during office hours and …

Incorporating Spatial Structure Into Bayesian Variable Selection Using Spike-And-Slab Priors With Application To Imaging Data, Justin Leach

All ETDs from UAB

Many applications in neuroscience, psychology, medicine, and public health require collecting and analyzing imaging data. While fine resolution images may appear continuous to the naked eye, they are in fact made up of measurements at discrete locations, either pixels in 2D or voxels in 3D. These data may be treated as the scientific outcomes of interest, or as predictors of outcomes of interest. Here, the concern is with the latter situation, which involves converting images into formats amenable to a linear modeling framework; i.e., each subject’s image is converted into a vector, and used to model the subject’s (scalar) outcome …

An Augmented Framework For Validating Neural Network Predictions Based On Statistical Modeling, William Stonewall Monroe

All ETDs from UAB

The Parkinson's Progression Markers Initiative (PPMI) dataset (which includes several types of imaging datasets) was created to generate biomarkers for diagnosing the presence and severity of Parkinson’s Disease (PD). Unlike some conditions, PD is not intuitively diagnosed directly from brain imaging. As such, it is vital to understand as well as classify PD. Deep learning techniques are becoming increasingly prevalent in medical imaging workflows. In some cases, deep learning outperforms human diagnostic ability. However, the black-box nature of many machine learning models can be troubling, particularly in a medical context since the results could imply alternate treatments and a human …

Modeling And Optimization Of Trigeneration System In Daycare Facility, Andres Morales

All ETDs from UAB

Trigeneration systems, also known as Combined Cooling, Heating, and Power (CCHP), simultaneously provide electric, mechanical, and thermal energy. Compared to traditional systems, they deliver higher fuel efficiencies as waste heat from engine coolant and/or exhaust is recovered and utilized. In heating, ventilation, and air condi-tioning (HVAC) systems, the recycled heat may be used to provide space heating, water heating, and cooling (through absorption chillers). As there are more practical applica-tions for the recovered heat during the heating season than the cooling season, trigenera-tion systems tend to be more attractive in colder weather. This research focuses on the PowerAire 65 by …

Novel Methods For Image Analysis To Evaluate Relationships Between Biomarkers In Alzheimer's Disease, Fabio Raman

All ETDs from UAB

Neuroimaging biomarkers, including pathological amyloid and tau measured with positron emission tomography (PET) and neurodegeneration measured with magnetic res-onance (MR), are part of the research framework for Alzheimer’s disease (AD). Abnormal brain amyloid is currently the earliest established phenotypic marker of AD, and other imaging biomarkers such as tau-PET become abnormal later in the progression of AD pathophysiology. The ability to measure amyloid and predict both tau status and cogni-tion using a single amyloid-PET study through a method readily employed in both re-search and clinical settings would provide a valuable tool in assessing AD. The first goal of this dissertation …

Vehicle-Based Structural Health Monitoring Of Bridges, Zhenhua Shi

All ETDs from UAB

Structural health monitoring of bridges serves a critical role in maintaining a safe transportation network. Compared to the traditional resource-consuming direct approaches which usually require labor-intensive inspection and deployment of multiple sensors directly on the bridge, the indirect approach has been gained more and more attention due to its mobility and potential economy characteristics. The indirect approach utilizes the dynamic responses from the vehicle that interacts with the bridge so that the health status of the monitored bridges can be timely and effectively reflected via their structural dynamic characteristics such as frequencies, mode shapes, and damping properties. This research explores …

Exploring The Development Of Logico-Mathematical Knowledge In 5- 6-Year-Olds In Kuwait, Mohammad Alazemi

All ETDs from UAB

The purpose of the qualitative case study was to explore the development of logico-mathematical knowledge in twenty 5- and 6-year-old children in Kuwait. The researcher conducted the study in a real-life bounded system over approximately two-months. The researcher utilized constant comparison analysis to interpret the responses of children during clinical interviews to explore hierarchical classification and seriation as two types of logico-mathematical knowledge. The researcher also observed children and used constant comparison analysis to interpret the behaviors of children throughout physical knowledge activities to explore the nature of each child’s thinking. The central research questions were: 1) What types of …

Exploring The Nursing Work Environment And Patient Outcomes Associated With Nurse-Reported Workplace Bullying: A Mixed Methods Study, Colleen Anusiewicz

All ETDs from UAB

Workplace bullying (WPB) in nursing is a workplace problem that can undermine the safety culture necessary to minimize adverse patient events and improve health care quality. Nurses continue to experience and report WPB despite a substantial and growing body of evidence reflecting the negative effects of WPB on nurses, published position statements and alerts, and the initiation of workplace violence policies and protocols. To decrease WPB and inform the development of effective anti-bullying interventions, there has been a shift in focus from individual factors and interpersonal relationships among nurses and health care workers to organizational factors that contribute to nurse-reported …

Rdtids: Rules And Decision Tree-Based Intrusion Detection System For Internet-Of-Things Networks, Mohammad Amine Ferrag, Leandros Maglaras, Ahmed Ahmim, Makhlouf Derdour, Helge Janicke

Research outputs 2014 to 2021

This paper proposes a novel intrusion detection system (IDS), named RDTIDS, for Internet-of-Things (IoT) networks. The RDTIDS combines different classifier approaches which are based on decision tree and rules-based concepts, namely, REP Tree, JRip algorithm and Forest PA. Specifically, the first and second method take as inputs features of the data set, and classify the network traffic as Attack/Benign. The third classifier uses features of the initial data set in addition to the outputs of the first and the second classifier as inputs. The experimental results obtained by analyzing the proposed IDS using the CICIDS2017 dataset and BoT-IoT dataset, attest …

Application Of A Brain-Inspired Spiking Neural Network Architecture To Odor Data Classification, Anup Vanarse, Josafath Israel Espinosa-Ramos, Adam Osseiran, Alexander Rassau, Nikola Kasabov

Research outputs 2014 to 2021

Existing methods in neuromorphic olfaction mainly focus on implementing the data transformation based on the neurobiological architecture of the olfactory pathway. While the transformation is pivotal for the sparse spike-based representation of odor data, classification techniques based on the bio-computations of the higher brain areas, which process the spiking data for identification of odor, remain largely unexplored. This paper argues that brain-inspired spiking neural networks constitute a promising approach for the next generation of machine intelligence for odor data processing. Inspired by principles of brain information processing, here we propose the first spiking neural network method and associated deep machine …

Robust Placement And Sizing Of Charging Stations From A Novel Graph Theoretic Perspective, Hossein Parastvand, Octavian Bass, Mohammad A. S. Masoum, Airlie Chapman, Stefan Lachowicz

Research outputs 2014 to 2021

This paper proposes analytical approaches to extend the capacity of existing networks of electric vehicles (EVs) by placement of additional charging stations (CSs) as well as determining the sizes of existing and new CSs in order to handle future expansions of EVs. The EV flow at CSs is modeled by a graph where nodes are potential locations for CSs and edges are uncertain parameters representing the variable EV flow at CSs. The required extra CS locations are explored by transforming the CS placement problem into a controllability framework addressed by maximum matching principle (MMP). To find the sizes of each …

Intelligent Building Systems: Security And Facility Professionals’ Understanding Of System Threats,Vulnerabilities And Mitigation Practice, David J. Brooks, Michael Coole, Paul Haskell-Dowland

Research outputs 2014 to 2021

Intelligent Buildings or Building Automation and Control Systems (BACS) are becoming common in buildings, driven by the commercial need for functionality, sharing of information, reduced costs and sustainable buildings. The facility manager often has BACS responsibility; however, their focus is generally not on BACS security. Nevertheless, if a BACS-manifested threat is realised, the impact to a building can be significant, through denial, loss or manipulation of the building and its services, resulting in loss of information or occupancy. Therefore, this study garnered a descriptive understanding of security and facility professionals’ knowledge of BACS, including vulnerabilities and mitigation practices. Results indicate …

Prevalence Of Somatic-Mental Multimorbidity And Its Prospective Association With Disability Among Older Adults In China, Haibin Li, Anxin Wang, Qi Gao, Xiaonan Wang, Yanxia Luo, Xinghua Yang, Xia Li, Wei Wang, Deqiang Zheng, Xiuhua Guo

Research outputs 2014 to 2021

We aimed to identify prevalent somatic-mental multimorbidity (SMM) and examine its prospective association with disability among a nationally representative sample. A total of 6728 participants aged 60 years and older in the China Health and Retirement Longitudinal Study were included. A total of 14 somatic or mental conditions were assessed in 2013. SMM was defined as any combination of two or more conditions in which at least one condition was somatic and at least one condition was mental. Disability risk was measured using the combined Activities of Daily Living (ADL)-Instrumental Activities of Daily Living (IADL) index (range 0–11; higher index …

Navigating Coasts Of Concrete: Pervasive Use Of Artificial Habitats By Shorebirds In The Asia-Pacific, Micha V. Jackson, Chi-Yeung Choi, Tatsuya Amano, Sora M. Estrella, Weipan Lei, Nial Moores, Taej Mundkur, Danny I. Rogers, Richard A. Fuller

Research outputs 2014 to 2021

Loss and degradation of wetlands has occurred worldwide, impacting ecosystems and contributing to the decline of waterbirds, including shorebirds that occur along the heavily developed coasts of the East Asian-Australasian Flyway (EAAF). Artificial (i.e. human-made) wetlands are pervasive in the EAAF and known to be used by shorebirds, but this phenomenon has not been systematically reviewed. We collated data and expert knowledge to understand the extent and intensity of shorebird use of coastal artificial habitats along the EAAF. We found records of 83 species, including all regularly occurring coastal migratory shorebirds, across 176 artificial sites with eight different land uses. …

Validity And Reliability Of Methods To Determine Barbell Displacement In Heavy Back Squats: Implications For Velocity-Based Training, Brendyn B. Appleby, Harry Banyard, Prue Cormie, Stuart J. Cormack, Robert U. Newton

Research outputs 2014 to 2021

The purpose of this study was to investigate the validity and reliability of methods for determining barbell displacement during heavy back squats. Twelve well-trained rugby union players (mean ± SD 1 repetition maximum [1RM] 90° squat = 196.3 ± 29.2 kg) completed 2 sets of 2 repetitions at 70, 80, and 90% of 1RM squats. Barbell displacement was derived from 3 methods across 4 load categories (120–129, 140–149, 160–169, and 180–189 kg) including: a (a) linear position transducer (LPT) attached 65 cm left of barbell center, (b) 3D motion analysis tracking of markers attached to either end of a barbell, …

Use Of Landsat Imagery To Map Spread Of The Invasive Alien Species Acacia Nilotica In Baluran National Park, Indonesia, Sutomo Sutomo, Eddie Van Etten, Rajif Iryadi

Research outputs 2014 to 2021

© 2020 Seameo Biotrop. In the late 1960s, Acacia nilotica was introduced to Baluran National Park to establish fire breaks which would prevent the spread of fire from Baluran Savanna to the adjacent teak forest. However, A. nilotica has spread rapidly and has threatened the existence of Baluran Savanna as it has caused an ecosystem transition from an open savanna to a closed canopy of A. nilotica in some areas. This study is one of the few that examines A. nilotica invasion in Baluran National Park through remote sensing. Land cover dynamics were quantified using a supervised classification approach on …

The Enactment Of Setting Policy In Secondary School Physical Education, Shaun D. Wilkinson, Dawn Penney, Linda Allin, Paul Potrac

Research outputs 2014 to 2021

© 2020, © 2020 Informa UK Limited, trading as Taylor & Francis Group. The micro-level enactment of educational policy has received little attention in the physical education [PE] literature, particularly as it relates to setting policy. This study employs enactment theory to provide original insights into the ways in which setting policy was enacted by PE teachers in three mixed-gender secondary schools in England. The work of Stephen Ball and colleagues is used to examine the distinct and combined influence of the situated, material, professional and external dimensions of context on setting policy and practices in PE in these three …

Reservoir And Lithofacies Shale Classification Based On Nmr Logging, Hongyan Yu, Zhenliang Wang, Fenggang Wen, Reza Rezaee, Maxim Lebedev, Xiaolong Li, Yihuai Zhang, Stefan Iglauer

Research outputs 2014 to 2021

© 2020 Chinese Petroleum Society Shale gas reservoirs have fine-grained textures and high organic contents, leading to complex pore structures. Therefore, accurate well-log derived pore size distributions are difficult to acquire for this unconventional reservoir type, despite their importance. However, nuclear magnetic resonance (NMR) logging can in principle provide such information via hydrogen relaxation time measurements. Thus, in this paper, NMR response curves (of shale samples) were rigorously mathematically analyzed (with an Expectation Maximization algorithm) and categorized based on the NMR data and their geology, respectively. Thus the number of the NMR peaks, their relaxation times and amplitudes were analyzed …

Multiple Impact Pathways Of The 2015–2016 El Niño In Coastal Kenya, Matt Fortnam, Molly Atkins, Katrina Brown, Tomas Chaigneau, Ankje Frouws, Kemyline Gwaro, Mark Huxham, James Kairo, Amon Kimeli, Bernard Kirui, Katy Sheen

Research outputs 2014 to 2021

© 2020, The Author(s). The 2015–2016 El Niño had large impacts globally. The effects were not as great as anticipated in Kenya, however, leading some commentators to call it a ‘non-event’. Our study uses a novel combination of participatory Climate Vulnerability and Capacity Analysis tools, and new and existing social and biophysical data, to analyse vulnerability to, and the multidimensional impacts of, the 2015–2016 El Niño episode in southern coastal Kenya. Using a social-ecological systems lens and a unique dataset, our study reveals impacts overlooked by conventional analysis. We show how El Niño stressors interact with and amplify existing vulnerabilities …

Mhd Heat Transfer In W-Shaped Inclined Cavity Containing A Porous Medium Saturated With Ag/Al2o3 Hybrid Nanofluid In The Presence Of Uniform Heat Generation/Absorption, Mohamed Dhia Massoudi, Mohamed Bechir Ben Hamida, Hussein A. Mohammed, Mohammed A. Almeshaal

Research outputs 2014 to 2021

© 2020 by the Authors. In this paper, a 2D numerical study of natural convection heat transfer in a W-shaped inclined enclosure with a variable aspect ratio was performed. The enclosure contained a porous medium saturated with Ag/Al2O3 hybrid nanofluid in the presence of uniform heat generation or absorption under the effect of a uniform magnetic field. The vertical walls of the enclosure were heated differentially; however, the top and bottom walls were kept insulated. The governing equations were solved with numerical simulation software COMSOL Multiphysics which is based on the finite element method. The results showed that the convection …

Energy Engineering Approach For Rural Areas Cattle Farmers In Bangladesh To Reduce Covid-19 Impact On Food Safety, Mohammad Nur-E-Alam, Mohammad Nasirul Hoque, Soyed Mohiuddin Ahmed, Mohammad Khairul Basher, Narottam Das

Research outputs 2014 to 2021

© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This paper reports on the optimization of thin-film coating-assisted, self-sustainable, off-grid hybrid power generation systems for cattle farming in rural areas of Bangladesh. Bangladesh is a lower middle-income country with declining rates of poverty among its 160 million people due to persistent economic growth in conjunction with balanced agricultural improvements. Most of the rural households adopt a mixed farming system by cultivating crops and simultaneously rearing livestock. Among the animals raised, cattle are considered as the most valuable asset for the small-/medium-scale farmers in terms of their meat and milk production. …

Associations Between Dietary Flavonoids And Retinal Microvasculature In Older Adults, Bamini Gopinath, Gerald Liew, Joshua Lewis, Nicola P. Bondonno, Catherine P. Bondonno, George Burlutsky, Jonathan M. Hodgson, Paul Mitchell

Research outputs 2014 to 2021

Purpose: In this study, we assessed whether there are independent associations between dietary total flavonoid intake and major flavonoid classes with retinal arteriolar and venular calibre.

Methods: Blue Mountains Eye Study participants aged 49+ years who had complete data on diet and retinal vessel measures were analysed (n = 2821). Dietary intake was assessed using a semi-quantitative Food-Frequency Questionnaire (FFQ). Flavonoid content of foods in the FFQ was estimated using the US Department of Agriculture Flavonoid, Isoflavone and Proanthocyanidin databases. Fundus photographs were taken and retinal vascular calibre was measured using validated computer-assisted techniques. The associations of intake of …

Applying Mobile Augmented Reality (Ar) To Teach Interior Design Students In Layout Plans: Evaluation Of Learning Effectiveness Based On The Arcs Model Of Learning Motivation Theory, Yuh-Shihng Chang, Kuo-Jui Hu, Cheng-Wei Chiang, Artur Lugmayr

Research outputs 2014 to 2021

In this paper we present a mobile augmented reality (MAR) application supporting teaching activities in interior design. The application supports students in learning interior layout design, interior design symbols, and the effects of different design layout decisions. Utilizing the latest AR technology, users can place 3D models of virtual objects as e.g., chairs or tables on top of a design layout plan and interact with these on their mobile devices. Students can experience alternative design decision in real-time and increases the special perception of interior designs. Our system fully supports the import of interior deployment layouts and the generation of …

Packet Analysis For Network Forensics: A Comprehensive Survey, Leslie F. Sikos

Research outputs 2014 to 2021

Packet analysis is a primary traceback technique in network forensics, which, providing that the packet details captured are sufficiently detailed, can play back even the entire network traffic for a particular point in time. This can be used to find traces of nefarious online behavior, data breaches, unauthorized website access, malware infection, and intrusion attempts, and to reconstruct image files, documents, email attachments, etc. sent over the network. This paper is a comprehensive survey of the utilization of packet analysis, including deep packet inspection, in network forensics, and provides a review of AI-powered packet analysis methods with advanced network traffic …

Geographical Disparities In Screening And Cancer- Related Health Behaviour, Belinda Goodwin, Arlen K. Rowe, Fiona Crawford-Williams, Peter Baade, Suzanne K. Chambers, Nicholas Ralph, Joanne F. Aitken

Research outputs 2014 to 2021

This study aimed to identify whether cancer-related health behaviours including participation in cancer screening vary by geographic location in Australia. Data were obtained from the 2014–2015 Australian National Health Survey, a computer-assisted telephone interview that measured a range of health-related issues in a sample of randomly selected households. Chi-square tests and adjusted odds ratios from logistic regression models were computed to assess the association between residential location and cancer-related health behaviours including cancer screening participation, alcohol consumption, smoking, exercise, and fruit and vegetable intake, controlling for age, socio-economic status (SES), education, and place of birth. The findings show insufficient exercise, …

Optimization And Modeling Of Process Parameters In Multi-Hole Simultaneous Drilling Using Taguchi Method And Fuzzy Logic Approach, Muhammad Aamir, Shanshan Tu, Majid Tolouei-Rad, Khaled Giasin, Ana Vafadar

Research outputs 2014 to 2021

In industries such as aerospace and automotive, drilling many holes is commonly required to assemble different structures where machined holes need to comply with tight geometric tolerances. Multi-spindle drilling using a poly-drill head is an industrial hole-making approach that allows drilling several holes simultaneously. Optimizing process parameters also improves machining processes. This work focuses on the optimization of drilling parameters and two drilling processes-namely, one-shot drilling and multi-hole drilling-using the Taguchi method. Analysis of variance and regression analysis was implemented to indicate the significance of drilling parameters and their impact on the measured responses i.e., surface roughness and hole size. …