Quantify the shift in critical strain energy density for a dynamic loaded S355J2 weld section by small punch testing
- Authors: Snyman, Ross
- Date: 2024-04
- Subjects: Materials -- Testing , Materials -- Microscopy , Mechanical engineering
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64830 , vital:73927
- Description: The potential of using “critical strain energy density” as an indicator to detect material degradation on fatigue-loaded components, where the stress amplitude was gradually increased, was investigated by applying the small punch test methodology. Small punch discs were extracted from four fatigue specimens. Discs were extracted from two zones within the fatigue specimens: the heat-affected zone of a shield metal arc welded butt joint, as well as from parent metal plate area. Each fatigue specimen having been exposed to a different stress amplitude but equal number of fatigue cycles of 20 million. This allowed the development of a Small Punch Test results database, permitting the calculation of material properties by using a Finite Element Analysis inverse method. Critical strain energy values did not reveal any conclusive shift or correlation for discs extracted from the HAZ. This is mainly attributed to variance in the grain structure for HAZ samples. For discs extracted from parent metal, a decreasing trend in strain energy density value was noted in relation to an increase in the fatigue test stress amplitude. This observed change was a clear indication of the potential for using “Strain Energy Density”, as extracted from this test methodology, as a ranking tool for quantifying the extent of degradation of in-service components. The application of this study demonstrated the ability to monitor and predict material degradation for a given stress range over the expected life of a cyclically loaded component utilizing strain energy density results. This is useful, particularly in heavy industries where structures and large-scale components are used beyond their original design life. , Thesis (MEng) -- Faculty of Engineering, the Built Environment, and Technology, School of Engineering, 2024
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- Date Issued: 2024-04
Quantifying the impact of the spatio-temporal variability of land use/land cover on surface run-off generation and groundwater recharge in the luvuvhu river catchment area as a study area
- Authors: Ramuhovhi, Dakalo Ndivhuwo Stella
- Date: 2024-04
- Subjects: Remote sensing , Geographic information systems , Groundwater flow
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64322 , vital:73675
- Description: Assessing the spatio-temporal dynamics of land use land cover (LULC) change on hydrological response is vital for catchment sustainability and developing proper management strategies. The study aimed to assess the spatiotemporal effects and implications of LULC dynamics on surface runoff in the Luvuvhu River Catchment, Limpopo Province, using the Soil and Water Assessment Tool (SWAT) model. Satellite images of Landsat 5-thematic mapper and Landsat 8 operational land imager for the years 1990 and 2021 were used to explore the characteristics of LULC for this study by adopting the maximum likelihood (ML) supervised classification method. Five LULC classes were classified in this study; namely, water, built-up area, bare surface, dense vegetation, and sparse vegetation. The classification results show good accuracy values in the range of 76% (1990) and 84% (2021) with overall kappa of 63.8% and 72.8% for 1990 and 2021, respectively. For the purpose of this study, integration of geospatial technique and SWAT model were configured to operate at a monthly time interval over a span of 34 years, specifically from 1979 to 2013 to simulate surface runoff. The SWAT simulation process was executed using a digital elevation model, soil, LULC, and weather data. The analysis of LULC for 1990 and 2021 runoff modelling, it was found that, the runoff depth increased gradually from 3249 mm to 5162.5 mm during 1990 and 2021 LULC change, respectively. The R2, ENS, PBIAS, and RSR values for the calibration and the validation were 0.81 and 0.76, and 0.72 and 0.68, 0.64 and 0.58, 0.54 and 0.63 respectively. These values indicate good correlation between the observed and simulated stream flow data Therefore, suitable and timely management measures must be taken by policy decision-makers to enable sustainable development and to protect the catchment’s natural resources in order to reduce the severity of the changes. , Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 2024
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- Date Issued: 2024-04
Reasonable accommodation for persons with disabilities at the workplace
- Authors: Addae, Charles Kwadwo
- Date: 2024-04
- Subjects: Employment Equity Act 55 of 1998 , Disability rights , Disability in the work place
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/66140 , vital:74420
- Description: In recent years, there has been a growing recognition of the importance of inclusivity and equal opportunities for individuals with disabilities in the workplace. This thesis aims to contribute to this discourse by examining the issue of reasonable accommodation for disabled employees, with a specific focus on the South African context. The International Labour Organisation (ILO) and the United Nations (UN) Convention on the Rights of Persons with Disabilities provide important frameworks for promoting inclusivity and equal opportunities for disabled individuals in employment. These global standards emphasise the need for reasonable accommodation, which refers to the adjustments and modifications made to the work environment or job duties to enable disabled employees to perform their tasks effectively. In South Africa, the Employment Equity Act 55 of 1998 (EEA) and the Labour Relations Act 66 of 1995 (LRA) serve as the legal framework for addressing disability rights in the workplace. These acts outline the obligations of employers to provide reasonable accommodation and protect disabled employees from discrimination. By analysing the specific provisions within the EEA and LRA, this research aims to gain insights into how South Africa addresses and implements reasonable accommodation measures. By synthesizing the perspectives of the ILO, the UN Convention, and the South African legal framework, this study aims to provide a comprehensive understanding of the challenges, successes, and potential areas for improvement in achieving workplace inclusivity for individuals with disabilities. It will examine the barriers that disabled employees face in accessing reasonable accommodation, such as attitudinal barriers, lack of awareness, and financial constraints. Additionally, it will explore the strategies and initiatives that have been successful in promoting inclusivity and equal opportunities for disabled individuals in the South African workplace. , Thesis (MSc) -- Faculty of Law, Department of Mercantile law, 2024
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- Date Issued: 2024-04
Reconstructing the fire history and palaeoenvironment at Thyspunt, Southern Cape Coast, Eastern Cape
- Authors: Ntsondwa, Asithandile
- Date: 2024-04
- Subjects: Paleoecology -- South Africa -- Eastern Cape , Paleoclimatology -- South Africa -- Eastern Cape , Sedimentation analysis
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64277 , vital:73671
- Description: This study aims to comprehensively understand the palaeoenvironments at Thyspunt in the Eastern Cape, a subregion of the Cape Floristic Region, through fire reconstruction and sediment analyses. Given the fire-dependent nature of the dominant vegetation (fynbos) in the area, there is a need for fire reconstructions and an understanding of the broader ecological dynamics within the southern Cape coastal region (SCCR). This research focused on reconstructing the fire regimes using sedimentary micro- and macrocharcoal from a sediment core (TP-1) extracted from the Langefonteinvlei wetland at Thyspunt, covering the last 5000 years. The charcoal fragments were separated into three size classes, with two falling under microcharcoal (size class 1: 10 – 100 μm and size class 2: 100 – 150 μm) and fragments greater than 150 μm representing macrocharcoal. The sedimentary profile of the TP-1 sequence was characterised based on loss on ignition and x-ray fluorescence analyses to provide better insight into the area's geological and geomorphic setting, climate history, and sediment properties. The results from the geochemical data revealed consistently high calcium carbonate composition throughout the sequence with a decrease in concentration at ~2000 cal. yr BP, 1300 cal. yr BP, and from 500 cal. yr BP to recent years. The sediments had relatively high organic content during the last 500 years. The geochemical data also indicate that the sediments are associated with shallow marine and near-shore depositional environments with a sharp increase in fine material at about 4500 cal. yr BP representing a low-energy environment. High fire activities occur around 4000 cal. yr. BP and from 1500 cal. yr BP till present, with former fire activities more likely associated with increased wildfires (driven by climate change) and the latter possibly reflecting human influence at that time. Microcharcoal fragments (size class 1: 10 – 100 μm) had higher concentrations than the other size fragments. This study underpins the importance of a multiproxy study to enrich our understanding of fire histories in Thyspunt and contributes to broader regional insights. , Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 2024
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- Date Issued: 2024-04
Regulation of sexual harassment at the workplace in Namibia
- Authors: Kayama, Ohms Moven
- Date: 2024-04
- Subjects: Workplace Sexual Harassments , Labour Law , Sex discrimination in employment
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64695 , vital:73862
- Description: Many Namibians are driven by the need for income and economic sustainability, pushing them to seek employment and make a living for themselves. However, what appears to be just participating in economic activities can be a risky and traumatic experience for some workers. For years, many have had to balance their job responsibilities while enduring discrimination, bullying, violence, and harassment in the workplace. Sexual harassment has been a major problem in the workplace, with women being the primary targets and victims. Studies have shown that gender inequality is one of the leading causes of sexual harassment in the workplace. Within the above context, this treatise aimed at answering to what extent Namibia's legislative framework regulates sexual harassment in the workplace. Namibia's legal framework was tested against the global instruments to answer the question. It was found that Namibia's legislative framework does regulate sexual harassment. However, some several gaps were identified. First, there is ambiguity and scope of legal definitions as the current definition of sexual harassment in section 5(7)(b) of the LA is not comprehensive enough. It fails to explicitly include both "quid pro quo" and "hostile environment" sexual harassment. This ambiguity could hinder victims' ability to seek justice and the legal system to prosecute offenders effectively. Second, there is an inefficacy of reporting structures, which is a significant barrier. Victims often face unclear and inefficient procedures, contributing to underreporting and unresolved cases. Developing straightforward, accessible, and efficient reporting mechanisms is crucial. Third, the absence of comprehensive workplace policies against sexual harassment exacerbates the issue. While developing a Code of Good Practice is positive, its implementation status and effectiveness remain uncertain. Another gap relates to the protection for whistleblowers and victims, as a lack of adequate legal protection for whistleblowers and witnesses discourages reporting. Strengthening legal protections can empower more individuals to come forward. The gaps identified were developed while comparing Namibia’s legislative framework to South Africa to determine whether lessons can be learned as it was found that lessons could be learned. Further recommendations is that Namibia should establish a single OHS legislation to address workplace sexual harassment by standardising policies and procedures across various industries, improving reporting standards to measure the occurrence of sexual harassment incidents, and developing a Code of Good Practice regulating sexual harassment. Lastly, it is acknowledged that Namibia's ratification of the Violence and Harassment Convention, 2019 (No. 190) is a welcomed development and shows a positive commitment in its intention to curb sexual violence in the workplace. , Thesis (LLM) -- Faculty of Law, 2024
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- Date Issued: 2024-04
Relationship management in all-boys fee-paying public Schools in the Eastern Cape, South Africa: experiences and perspectives of LGBTQ alumni
- Authors: Mahlangu, Nhlakanipho
- Date: 2024-04
- Subjects: Single-sex schools -- South Africa -- Eastern Cape , Sex differences in education -- South Africa -- Eastern Cape , Customer relations -- Management , Sexual minorities -- Education -- Research -- South Africa -- Eastern Cape
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/65108 , vital:74024
- Description: This study explores the perspectives and experiences of LGBTQ alumni of all-boys’ schools in the Eastern Cape. The context of increased competition between schools in the education sector and the importance of inclusion within the sector necessitated a study to investigate the extent to which relationship management is conducted with an orientation towards LGBTQ inclusion in all-boys’ schools in the Eastern Cape. Student protests in South Africa over the past 10 years have expanded concerns about student belonging beyond the widely studied lenses of race and class. A growing body of literature and wider discourse emphasises student belonging as a challenge in the South African education sector. Marginalised students continue to experience educational spaces negatively. LGBTQ student experiences in the South Africa are characterised by violence and ostracisation, thus warranting further investigation and inquiry. The study locates itself in the intersections between gender and sexual diversity and economic citizenship in the broader discourse of school inclusivity. A qualitative research approach was employed, making use of semi-structured, in-depth individual interviews. The sample was derived from alumni of all-boys’ schools in the Eastern Cape through snowball sampling. Ten LGBTQ-identifying alumni of boys’ schools in the Eastern Cape were interviewed. The findings reveal the need to question the extent to which LGBTQ alumni can enjoy the fullness of the value proposition of all-boys’ schools, and what can be done to ensure LGBTQ belonging. The findings of this study concur with existing literature about LGBTQ experiences. Participants defined their school experiences as exclusionary and characterised by fear of failing to assert themselves in a hypermasculine school environment. LGBTQ alumni of all-boys’ schools in the Eastern Cape view relationship management as under-utilised as a tool to facilitate LGBTQ belonging. Instead, relationship management is used to affirm those who fit the mould of the quintessential ‘old boy’ network, by defining the masculine behaviours that learners in all-boys’ schools are compelled to aspire towards. , Thesis (MCom) -- Faculty of Business and Economic Sciences, School of Management Sciences, 2024
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- Date Issued: 2024-04
Relationship Management in All-Boys’ Fee-paying Public Schools in the Eastern Cape, South Africa : Experiences and Perspectives of LGBTQ Alumni
- Authors: Mahlangu, Nhlakanipho
- Date: 2024-04
- Subjects: Gay men , Teenage boys , Public schools -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/62237 , vital:72364
- Description: This study explores the perspectives and experiences of LGBTQ alumni of all-boys’ schools in the Eastern Cape. The context of increased competition between schools in the education sector and the importance of inclusion within the sector necessitated a study to investigate the extent to which relationship management is conducted with an orientation towards LGBTQ inclusion in all-boys’ schools in the Eastern Cape. Student protests in South Africa over the past 10 years have expanded concerns about student belonging beyond the widely studied lenses of race and class. A growing body of literature and wider discourse emphasises student belonging as a challenge in the South African education sector. Marginalised students continue to experience educational spaces negatively. LGBTQ student experiences in the South Africa are characterised by violence and ostracisation, thus warranting further investigation and inquiry. The study locates itself in the intersections between gender and sexual diversity and economic citizenship in the broader discourse of school inclusivity. A qualitative research approach was employed, making use of semi-structured, in-depth individual interviews. The sample was derived from alumni of all-boys’ schools in the Eastern Cape through snowball sampling. Ten LGBTQ-identifying alumni of boys’ schools in the Eastern Cape were interviewed. The findings reveal the need to question the extent to which LGBTQ alumni can enjoy the fullness of the value proposition of all-boys’ schools, and what can be done to ensure LGBTQ belonging. The findings of this study concur with existing literature about LGBTQ experiences. Participants defined their school experiences as exclusionary and characterised by fear of failing to assert themselves in a hypermasculine school environment. LGBTQ alumni of all-boys’ schools in the Eastern Cape view relationship management as under-utilised as a tool to facilitate LGBTQ belonging. Instead, relationship management is used to affirm those who fit the mould of the quintessential ‘old boy’ network, by defining the masculine behaviours that learners in all-boys’ schools are compelled to aspire towards. v ABSTRACT The findings illustrate that the culture of silence around non-confirming sexuality is sustained in the post-schooling relationship management life-cycle and results in the absence of the LGBTQ customer voice in the drafting of school strategy and policy. LGBTQ alumni who speak out about controversial issues often face admonition from their former teachers and peers. LGBTQ alumni criticise the relationship management of their former schools for the over-emphasis on fundraising and the complete absence of discussions on diversity. LGBTQ alumni are therefore marginalised in the process of value co-creation, as LGBTQ alumni feel they will never be viewed as legitimate collaborators by their former schools. The suggested recommendations emerging from this study include the need to codify school policies that speak specifically to LGBTQ marginalisation. Furthermore, schools must endeavour to make specific enquiries into LGBTQ student experiences and include LGBTQ concerns in wider school discourse. , Thesis (Ma) -- Faculty of Business and Economic Sciences, 2024
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- Date Issued: 2024-04
Resignation in employment Law
- Authors: Kheswa, Zimasa
- Date: 2024-04
- Subjects: Resignation , Employees--Dismissal , Disciplinary--actions
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/65296 , vital:74089
- Description: This treatise provides a comprehensive analysis of the legal framework governing resignations in South Africa. It examines the statutory provisions, regulations, and general principles that underpin employment termination, with a focus on voluntary resignation, constructive dismissal, and termination during disciplinary proceedings. Through an analysis of important case law, the treatise explores the practical challenges and legal ambiguities employers and employees face when navigating the resignation process. The treatise also conducts a detailed comparative legal analysis of resignation laws, focusing on the United Kingdom’s approach and how it contrasts with and could potentially inform legal practices in South Africa. Based on the findings, the treatise proposes several recommendations for improving the legal framework governing resignations in South Africa, including enacting clearer statutory guidelines, encouraging consistent judicial rulings, adopting best practices from the United Kingdom’s legal system, and facilitating stakeholder engagement. By implementing these recommendations, South Africa can create a more coherent legal framework for resignations, promoting fairness, certainty, and efficiency in employer-employee relations. , Thesis (LLM) -- Faculty of Law, Department of Mercantile law, 2024
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- Date Issued: 2024-04
Risk Management as a nexus to Ameliorate Citizen Centricity in the Western Cape Provincial Government
- Authors: Micketts, David
- Date: 2024-04
- Subjects: Risk management , Corporate governance -- South Africa -- Case studies , Public administration
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63345 , vital:73259
- Description: This study aims to explore how risk management can be applied by the Western Cape Provincial Government to enhance citizen centricity in the Province. The Provincial Departments and Public Entities in this province are applauded for achieving satisfactory audit results in recent financial years from the Auditor-General South Africa. Despite the aforementioned, service delivery protests remain ongoing, which is indicative of citizen dissatisfaction and distress. Ensuring an effective, efficient, and transparent risk management system is mandatory, as prescribed by relevant legislation in South Africa and citizens are entitled to specific rights articulated in the Bill of Rights chapter of the Constitution. Therefore, it is essential that risk management – which forms part of good governance – be embedded by leadership and in processes to ultimately constrain risks which may hinder citizen centricity. Six chapters are included in this research paper. A qualitative approach was adopted, which considered a comprehensive review of literature, and a desktop analysis was performed. Secondary data and information sources were consulted and applied, without the participation of human subjects, for the purposes of primary data collection. Research findings were presented utilising thematic content analysis. It was found during the study that the Western Cape Government risk management framework is flexible to constrain various categories of risk and embraces local and global best practices in the risk management and citizen-focused governments arenas. Furthermore, the framework advocates and drives collaboration between a myriad of role-players, both internal and external to the organisation, to collectively manage risks posed to the achievement of the defined goals, objectives and priorities. To this end, the study was pursued through the lenses of a New Public Management (NPM) paradigm as well as deliberative democracy theory and public governance theories and administrative practices. , Thesis (MPA) -- Faculty of Humanities, School of Governmental and Social Sciences, 2024
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- Date Issued: 2024-04
Role of community pharmacies in the management of diabetic foot ulcers in South Africa
- Authors: Greyling, Cosette
- Date: 2024-04
- Subjects: Foot -- Ulcers -- Treatment , Wounds and injuries -- Treatment , Diabetes -- Complications
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63846 , vital:73619
- Description: Appropriate wound care and management are essential to prevent complications in patients with diabetic foot ulcers (DFUs). It is important to evaluate if patients are getting the necessary therapeutic treatment and counselling at community pharmacies. The primary aim was to determine the role of community pharmacies in South Africa in the management of DFUs. This study used a mixed-method research design combining both quantitative and qualitative research methodologies. In 2023 a questionnaire was distributed to a sample of 823 community pharmacists in South Africa with questions regarding DFUs. Data from the questionnaire were analysed and used in the next phase of the study, which was focus group discussions (FGDs). The FGDs were conducted with a group of pharmacy stakeholders. The response rate for the questionnaire was 18.95% (n=156). Only 105 respondents completed the questionnaire. Majority of the respondents (n=45) were located in Gauteng province, practising in corporate pharmacies (n=88) in urban areas (n=104). Majority of respondents (n=73) indicated that they did not have a clinic inside their pharmacies and 46 respondents indicated that they had a nurse employed in the pharmacy. Most frequently seen chronic wounds in community pharmacies were diabetic wounds and surgical wounds. Majority (n=71) of respondents indicated that they have not attended additional training on DFUs. Respondents indicated that they most often used the internet and other healthcare providers as information resources regarding DFUs. The results also indicated that community pharmacists would like to have more training regarding advanced wound care and that pharmacists do have a role to play when managing DFUs. During two FGDs, two main themes emerged namely “Community pharmacists encounter various challenges when treating patients with DFUs” and “There is a gap in training for community pharmacists in treating DFUs”. The focus group discussion (FGD) results complemented the questionnaire survey results. Since there is limited research published in South Africa on the role of community pharmacies managing DFUs, this study indicated that there is a need for additional training on DFUs for pharmacists working in community pharmacies in South Africa. , Thesis (M.Pharm) -- Faculty of Health Science, School of Clinical Care & Medicinal Sciences, 2024
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- Date Issued: 2024-04
Rural teachers’ experiences during covid-19 pandemic: lessons learnt to cope with future emergencies
- Authors: Dlambewu, Amanda
- Date: 2024-04
- Subjects: COVID-19 (Disease) -- Social aspects -- South Africa , Rural schools -- South Africa , Teachers -- South Africa
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63945 , vital:73629
- Description: This study focused on challenges faced by rural teachers during the COVID-19 pandemic, with the intention of using the outcomes to develop a framework that could assist with coping with similar challenges in future emergencies. The study was situated in the interpretivist paradigm. A qualitative approach was employed using interviews and a focus group discussion. Bronfenbrenner’s ecological theory and the theory of rurality were used as lenses to explore and interpret the challenges that rural teachers experienced during the COVID-19 pandemic. The study's findings reveal that teachers faced the following challenges: mental health, adaptability, impact on personal life, safety, and work environment challenges. Furthermore, the study also found that teachers used the following coping mechanisms to deal with the challenges during the pandemic: adherence to rules and regulations, pastoral services, support from friends and family, collaboration, and physical activity. Finally, after applying both the theory of rurality and Bronfenbrenner's ecological theory to the findings, a framework was developed to assist in coping with future emergencies. , Thesis (MEd) -- Faculty of Education, Post Graduate Education, 2024
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- Date Issued: 2024-04
Scenarios for re-imagining the digital landscape of South African organizations
- Authors: Watson, Storm Brandon
- Date: 2024-04
- Subjects: Education, Higher -- South Africa , Cyberinfrastructure , Sustainability -- Technological innovations
- Language: English
- Type: Doctoral theses , text
- Identifier: http://hdl.handle.net/10948/66116 , vital:74356
- Description: The primary objective of this study was to develop and evaluate scenarios for re-imagining the digital landscape of South African organizations. This study aimed to re-imagine the future of South African organizations, focusing on developing a framework for the re-imagination of Higher Education Institutions (HEIs) to create a generic framework that could be incorporated by other organizations or sectors in South Africa to re-imagine their digital landscapes. The Council of Higher Education (CHE) in South Africa identifies the core functions of HEIs as teaching and learning, research and innovation, and community engagement. For this study, primary data was collected through the analysis of the 2021 annual reports and official websites of the 26 public universities in South Africa, which are known as HEIs. An environmental scan was conducted through content analysis of these sources to identify current trends and key uncertainties affecting the institution's core functions of teaching and learning, research and innovation, as well as community engagement concerning their digital landscape of South African HEIs, with separate scenarios crafted for each function. , Thesis (PhD) -- Faculty of Business and Economic Sciences, School of Management Sciences, 2024
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- Date Issued: 2024-04
Seagrasses in Mozambique: distribution, people’s perceptions and restoration best practice
- Authors: Mabuto, Manuela Elisa Manuel Amone , Hollander, Johan
- Date: 2024-04
- Subjects: Seagrasses -- Mozambique , Seagrasses -- Southern Hemisphere , Coastal zone management -- Mozambique , Restoration ecology -- Mozambique
- Language: English
- Type: Doctoral theses , text
- Identifier: http://hdl.handle.net/10948/64126 , vital:73655
- Description: This thesis investigated the restoration of seagrass meadows and their associated biodiversity thus contributing to their conservation and to people's well-being. A mixed methods approach was used, and results presented in five chapters. Chapter I is a general introduction to the study outlining relevant information, research objectives and hypotheses. Chapter II investigates coastal community’s perceptions on the role of seagrass ecosystems, local impacts of coastal erosion and the need for seagrass restoration in Mozambique. It showed that there is a high awareness of the studied communities to seagrass importance for their livelihoods. Communities supported restoration and identified community engagement as a fundamental component for a successful implementation of restoration projects in their area. Chapter III conducted a mapping inventory for seagrass using open access data sources and investigated change detection in seagrass extent in southern Mozambique using Satellite imagery. In addition, Unmanned Aerial Vehicles (drones) were used to map seagrass to the species level at Inhaca Island. The results showed that seagrass habitats have been losing extent in recent years mainly in Bairro dos Pescadores at northwest Maputo Bay, due to sedimentation from flooding and inappropriate gleaning / clam collection practices. Around Inhaca Island seagrass extent has changed in response to natural causes and from anthropogenic disturbance near the main village and port area. For the first time for this area drones were used to rapidly and effectively acquire high- resolution data for detailed seagrass mapping and monitoring. The different mapping approaches were critically analyzed, and a way forward discussed. In Chapter IV, two different field experiments were conducted simultaneously. One, mimicked disturbance of meadows in terms of digging to collect clams, a common practice in northeastern Maputo Bay to assess the time of natural recovery and another replanted Zostera capensis using different plug sizes. The results indicated that once anthropogenic impacts are ceased, Z. capensis meadows are restored 12 months after impact exclusion. There was a 75% survival rate for the mechanical plug restoration approach; positive implications for seagrass transplantation projects that are both time consuming and financially costly. It was clear from the study that a combination of both impact exclusion and active restoration is needed for seagrass survival. Chapter V investigated the influence of seagrass restoration on the abundance and diversity of macroinvertebrates. After two years of observations, replanted seagrass areas had not recovered compared to natural established seagrass beds. However, a strong linear relationship existed between the abundance of seagrasses and the quantity of associated macrofauna species. Chapter VI provided recommendations on better ways to perform seagrass restoration and management. The main findings of this thesis provide new knowledge on the mapping of seagrass on a local to a regional scale as well as on better restoration practice of the seagrass Zostera capensis, an IUCN Red List vulnerable species. Communities’ perceptions on seagrass were investigated contributing to an understanding of the socio-ecological conservation and management of these critical and yet threatened ecosystems. , Thesis (PhD) -- Faculty of Science, School of Environmental Sciences, 2024
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- Date Issued: 2024-04
Self-attentive vision in evolutionary robotics
- Authors: Botha, Bouwer
- Date: 2024-04
- Subjects: Evolutionary robotics , Robotics , Neural networks (Computer science)
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/63628 , vital:73566
- Description: The autonomy of a robot refers to its ability to achieve a task in an environment with minimal human supervision. This may require autonomous solutions to be able to perceive their environment to inform their decisions. An inexpensive and highly informative way that robots can perceive the environment is through vision. The autonomy of a robot is reliant on the quality of the robotic controller. These controllers are the software interface between the robot and environment that determine the actions of the robot based on the perceived environment. Controllers are typically created using manual programming techniques, which become progressively more challenging with increasing complexity of both the robot and task. An alternative to manual programming is the use of machine learning techniques such as those used by Evolutionary Robotics (ER). ER is an area of research that investigates the automatic creation of controllers. Instead of manually programming a controller, an Evolutionary Algorithms can be used to evolve the controller through repeated interactions with the task environment. Employing the ER approach on camera-based controllers, however, has presented problems for conventional ER methods. Firstly, existing architectures that are capable of automatically processing images, have a large number of trained parameters. These architectures over-encumber the evolutionary process due to the large search space of possible configurations. Secondly, the evolution of complex controllers needs to be done in simulation, which requires either: (a) the construction of a photo-realistic virtual environment with accurate lighting, texturing and models or (b) potential reduction of the controller capability by simplifying the problem via image preprocessing. Any controller trained in simulation also raises the inherent concern of not being able to transfer to the real world. This study proposes a new technique for the evolution of camera-based controllers in ER, that aims to address the highlighted problems. The use of self-attention is proposed to facilitate the evolution of compact controllers that are able to evolve specialized sets of task-relevant features in unprocessed images by focussing on important image regions. Furthermore, a new neural network-based simulation approach, Generative Neuro-Augmented Vision (GNAV), is proposed to simplify simulation construction. GNAV makes use of random data collected in a simple virtual environment and the real world. A neural network is trained to overcome the visual discrepancies between these two environments. GNAV enables a controller to be trained in a simple simulated environment that appears similar to the real environment, while requiring minimal human supervision. The capabilities of the new technique were demonstrated using a series of real-world navigation tasks based on camera vision. Controllers utilizing the proposed self-attention mechanism were trained using GNAV and transferred to a real camera-equipped robot. The controllers were shown to be able to perform the same tasks in the real world. , Thesis (MSc) -- Faculty of Science, School of Computer Science, Mathematics, Physics and Statistics, 2024
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- Date Issued: 2024-04
South Africa’s regulation of mineral mining activities in the area: lessons from the United Kingdom
- Authors: Karomo, Adelaide Aquiline
- Date: 2024-04
- Subjects: Mineral mining activities , Mining law , Deep Sea mining Act
- Language: English
- Type: Doctoral theses , text
- Identifier: http://hdl.handle.net/10948/64411 , vital:73700
- Description: As they anticipate the benefits associated with mining polymetallic nodules, polymetallic sulphides and ferromanganese crusts, several States are currently exploring or sponsoring State-owned enterprises and private persons to explore for these mineral resources in the seabed, ocean floor and subsoil beyond national jurisdiction (the Area). However, Africa remains the only region that is not actively participating. To guide South Africa in developing a deep seabed mining regime the thesis begins by identifying the international law regulating the Area and the activities therein. Since the mineral resources in the Area have been declared the common heritage of mankind, this principle as regulated by Part XI of the United Nations Convention on the Law of the Sea (UNCLOS), and modified by the Agreement relating to the implementation of Part XI of the United Nations Convention on the Law of the Sea of 10 December 1982 forms an essential component of this study. As such, the thesis determines, amongst others, the requirements for participating in mining activities in the Area (as set out in Part XI of UNCLOS) and establishes that developing a legislative framework is crucial to exempt UNCLOS States parties from liability associated with the damage caused by sponsored activities. Based on the obligations in international law, the thesis zooms in on three aspects concerning the regulation of the activities in the Area: (i) mining concessions, (ii) the relevant payment system, and (iii) environmental protection measures. In terms of these aspects, how the United Kingdom’s deep seabed mining regime regulates activities in the Area is examined. For this assessment, the thesis pays particular attention to the Deep Sea Mining Act and the domestic licences granted to UK Seabed Resources Ltd (UKSRL). In identifying lessons for South Africa, the thesis assesses the extent to which the United Kingdom’s regime complies with the international law framework and highlights the inconsistencies and legislative gaps. Thereafter, the thesis examines the South African legislative instruments regulating mining activities at sea, such as the Mineral and Petroleum Resources Development Act and the National Environmental Management Act, to determine whether their scope should be amended to regulate mining activities in the Area. As per the observations from international law and the lessons learnt from the United Kingdom's regulatory framework, the thesis argues that South Africa’s current mining framework should not be amended; separate deep seabed mining-specific legislation must be adopted. The thesis concludes by setting out the recommendations for developing such legislation. , Thesis (LLD) -- Faculty of Law, 2024
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- Date Issued: 2024-04
Spatiotemporal recharge determination in response to episodic rainfall events within the Central Karoo, South Africa
- Authors: Williams, Aarifah
- Date: 2024-04
- Subjects: Groundwater -- South Africa -- Beaufort West , Groundwater recharge , Hydrogeology
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64459 , vital:73735
- Description: With inadequate and unpredictable rainfall patterns resulting in a mean annual precipitation of 464 mm, South Africa is classified as a water-stressed semi-arid country. Consequently, between 2015 and 2021, the majority of South Africa was confronted with severe drought conditions, with numerous dams running dry across the country. The Beaufort West Municipality is a prime example of the adverse effects of South Africa's inadequate and erratic rainfall patterns. In Beaufort West, a town located within the Central Karoo region of the Western Cape, groundwater is the primary source of water. Since recharge within the region is episodic, occurring irregularly, understanding the dynamics surrounding recharge in the area is essential for achieving sustainable long-term water resource management. This study aimed to gain a better understanding of how the aquifers within the Beaufort West Municipality Well Fields respond to extended periods of drought, extreme episodic precipitation events and excessive abstraction. This study aimed to quantify extreme recharge in the Beaufort West municipal wellfields using the water-table fluctuation (WTF) method. Additionally, it sought to deepen comprehension of the local climate's interaction with groundwater levels, surface water dynamics, and recharge through a 32-year historical data analysis (1990 to 2022) encompassing precipitation, evaporation, and surface water parameters. Findings revealed the complex relationship between precipitation, evaporation, regional geology, and water abstraction, influencing recharge periods, duration, and mechanisms across different regions within the aquifer system. Groundwater levels exhibited rapid declines during droughts due to extensive well field abstraction, but recovery was evident following episodic high precipitation events in 1993, 1996, 2010/2011, and 2019/2020. This comprehensive analysis serves as a valuable foundation for informed water resource management strategies, emphasizing the need for diversified approaches ensure the long-term water security and resilience of the Beaufort West Municipality. , Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 2024
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- Date Issued: 2024-04
Statistical learning methods for photovoltaic energy output prediction
- Authors: Magaya, Aphiwe
- Date: 2024-04
- Subjects: Photovoltaic power generation , Mathematical statistics , Statistics
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64138 , vital:73656
- Description: Predicting solar energy accurately is important for the integration of more renewable energy into the grid, which can help to alleviate the energy demand on traditional coal-powered sources in South Africa. This study aims to assess several statistical learning models to predict the energy output of a 1MW photovoltaic system installed on the Nelson Mandela University South Campus in Gqeberha. Weather data (including temperature, wind speed, wind direction, precipitation, air pressure, and humidity) and solar irradiance data (including global horizontal radiation, diffuse radiation, and direct radiation) are used to predict the energy output of this system using Artificial Neural Networks (ANN), Support Vector Machines (SVM), Multiple Linear Regression (MLR), and Regression Trees (RT). The performance of each of the models was compared and the results indicated that the ANN model performed best. , Thesis (MSc) -- Faculty of Science, School of Computer Science, Mathematics, Physics and Statistics, 2024
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- Date Issued: 2024-04
Statutory conciliation as a labour-dispute-resolution mechanism
- Authors: Masaya, Ruvimbo Cheryl
- Date: 2024-04
- Subjects: Labor disputes -- South Africa , South Africa. -- Labour Relations Act, 1995 , Labor -- Law and legislation -- South Africa , Industrial relations -- South Africa South Africa. -- Commission for Conciliation, Mediation, and Arbitration
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/65701 , vital:74229
- Description: South African labour dispute resolution is a product of the country’s problematic past which was based on inequality and division. The new political dispensation led to the adoption of the Constitution of the Republic of South Africa in 1996, which enshrined a variety of basic human rights for all people within the Republic. Amongst these rights was section 23, which provided for and still protects the right to fair labour practices for all. In order to further give effect to this right, the Labour Relations Act was promulgated, with section 112 of the Act establishing the Commission for Conciliation, Mediation and Arbitration (hereafter referred to as the CCMA). One of the main mandatory functions of the CCMA is that of statutory conciliation. Statutory conciliation must also be performed by any other accredited bodies such as bargaining councils. The term statutory conciliation refers to a process that occurs under the direction of an impartial third party where parties to a dispute endeavour to reach an agreement in order to settle the dispute. The process is without prejudice and proceedings are intended to help the parties find an amicable solution. It can be a very powerful tool to settle disputes in the labour law context where there are disputes between employers and employees where internal procedures have been exhausted and a deadlock has been reached. Statutory conciliation is the first step where a case has been referred to the CCMA. According to the CCMA, 3 844 169 cases have been referred to it since its establishment in 1996.1 In the 2021/22 financial year thus far, the number of case referrals to the CCMA sits at 156 777, a reflection of how well utilised the mechanism is. The main aim of this treatise is to explore the role of statutory conciliation as a mechanism of labour dispute resolution. The history and development of labour dispute resolution in South Africa will be examined; briefly followed by an explanation of the process of conciliation. The treatise will also consider the limitations of the process of statutory conciliation, as the process is not immune to abuse by parties. Since the advent of the Labour Relations Act, the courts have had to consider various aspects of conciliation, in particular concerning the confidentiality of the process and whether a commissioner may be compelled to testify on the conciliation process at arbitration or the Labour Court. In addition, the ambit of the conciliation commissioner’s functions and powers will also be considered. , Thesis (LLM) -- Faculty of Law, Department of Mercantile law, 2024
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- Date Issued: 2024-04
Strategies for amplifying street vendors’ contribution to local economic development in Limpopo: a case study of vendors in Thohoyandou Plaza
- Authors: Motalaota, Tumiso Molatelo
- Date: 2024-04
- Subjects: Street vendors -- South Africa -- Limpopo -- Thohoyandou , Street vendors -- South Africa -- Limpopo -- Thohoyandou -- Economic conditions , Economic development -- South Africa -- Limpopo -- Thohoyandou
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/65241 , vital:74064
- Description: The study investigated strategies for amplifying street vendors' contribution to local economic development at Thohoyandou Plaza in Limpopo Province. Street vendors have been acknowledged as a critical component of global and South African socioeconomic growth. Nonetheless, very little study has been undertaken in Thohoyandou Plaza with the primary goal of identifying the problems and potential for increasing the number of street vendors. Consequently, this study adds to current knowledge by focusing on approaches for raising the number of street vendors in the area. Access to finance, infrastructure, laws and licensure were among the barriers noted in this study. The sample comprised 23 participants selected through purposive sampling techniques. The study population included street vendors and municipal officers. The study interviewed 18 vendors and 5 government officials who met the criteria and were willing to participate. A literature review was conducted and found that the constraints include partial access to storage services, which explains the inadequate options for street vendors to succeed. The study used qualitative research methodology to attain intended goals. Furthermore, the study used an interview guide to obtain data from individual participants using a face-to-face method. To acquire information from important informants, open and closed-ended questionnaires were also used. Recruitment was done to street vendors who showed interest in contributing to the study. Data were collected through questionnaires and interview schedules. Atlas ti. Version 23 was used in coding and categorising the data according to emerging themes for qualitative data. Views and perspectives of various individuals and previous studies were considered to give a tangible outcome, conclusion and recommendations. Street vendors have challenges such as poor literacy and limited access to financial assistance. Therefore, training on financial literacy, marketing and managerial abilities is required for them to improve their market opportunities. Private organisations should invest in the infrastructure required for the success of street vendors. This will in turn help street vendors to contribute significantly to local economic development while also alleviating unemployment. The recommendation of the current study aimed to advance the working conditions of street vendors, particularly those selling fruits and vegetables. The study's outcomes may aid street vendors by decreasing the obstacles connected with street trade. The findings of the study can support policymakers to address relevant restrictions faced by these street vendors by making it easier to access critical raw materials, which might be challenging owing to financial and seasonal concerns. , Thesis (MA) -- Faculty of Business and Economic Sciences, School of Economics, Development and Tourism, 2024
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- Date Issued: 2024-04
Supporting competitive robot game mission planning using machine learning
- Authors: Strydom, Elton
- Date: 2024-04
- Subjects: Machine learning , High performance computing , Robotics , LEGO Mindstorms toys Computer programming
- Language: English
- Type: Master's theses , text
- Identifier: http://hdl.handle.net/10948/64841 , vital:73929
- Description: This dissertation presents a study aimed at supporting the strategic planning and execution of missions in competitive robot games, particularly in the FIRST LEGO® League (FLL), through the use of machine learning techniques. The primary objective is to formulate guidelines for evaluating mission strategies using machine learning techniques within the FLL landscape, thereby supporting participants in the mission strategy design journey within the FLL robot game. The research methodology encompasses a literature review, focusing on the current practices in the FLL mission strategy design process. This is followed by a literature review of machine learning techniques on a broad level pivoting towards evolutionary algorithms. The study then delves into the specifics of genetic algorithms, exploring their suitability and potential advantages for mission strategy evaluation in competitive robotic environments within the FLL robot game. A significant portion of the research involves the development and testing of a prototype system that applies a genetic algorithm to simulate and evaluate different mission strategies, providing a practical tool for FLL teams. During the development of the evaluation prototype, guidelines were formulated aligning with the primary research objective which is to formulate guidelines for evaluating mission strategies in robot games using machine learning techniques. Key findings of this study highlight the effectiveness of genetic algorithms in identifying optimal mission strategies. The prototype demonstrates the feasibility of using machine learning to provide real-time, feedback to participating teams, enabling more informed decision-making in the formulation of mission strategies. , Thesis (MIT) -- Faculty of Engineering, the Built Environment, and Technology, School of Information Technology, 2024
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- Date Issued: 2024-04