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Development of a numerical geohydrological model for a fractured rock aquifer in the Karoo, near Sutherland, South Africa
Full text linkThe regional scale method in groundwater storage observation introduces uncertainties that hinder the evaluation of the remaining lifespan of depleted aquifers. The scarcity of precipitation data presents significant global challenge, especially in semi-arid regions. This study constructs a regional numerical hydrogeological model that identifies the potential impacts of climate change on the water balance for the South African Gravimetric Observation Station in Sutherland. The purpose of this study is to understand mechanisms controlling groundwater in the fractured rock aquifer. The climate data from the Weather forecast data over the last ten years was collected from the South African Weather Service. and groundwater levels data assessed the potential impacts of climate change on water balance components, especially precipitation and evapotranspiration. Precipitation is the primary recharge parameter in this study and had the highest level recorded in winter, with May having the highest precipitation rates of 24,62mm. The instrument conducted two profile investigations in a single day to detect geological abnormalities at various depths, achieving an impressive accuracy of up to 0.001 mV. The fact that groundwater flows from regions of higher hydraulic heads to areas of lower hydraulic charges, confirms that riverbeds in Sutherland act as preferential conduits for subsurface recharge. The profile and processed geophysical maps show low chances of getting groundwater in this observed area due to extensively great depth, approximately 150 – 210 m. The river package from MODFLOW model shows little inflow to the study nearby well locations. These model results showed a negative difference between water flowing in and out of the system of about -7m3 between 2002 and 2020. Groundwater flows faster at borehole five, where the hydraulic conductivity is large. The resulting regional hydrogeological model offered valuable insights into how climate change might influence the distribution and accessibility of groundwater resources. In the context of Sutherland, a negative groundwater budget value signaled that groundwater extraction or consumption surpassed the natural replenishment or recharge of the aquifer.Thesis (MSc) -- Faculty of Science, School of Environmental Sciences, 202
Exploring youth unemployment through entrepreneurship education: a case study of Biziniz in the box in Newcastle
Full text linkYouth unemployment is a long-standing social and economic issue in South Africa. One possible drive behind the ever-increasing rate of youth unemployment is the school curriculum that is still tainted by the so-called “bantu education” which is training learners to be job seekers rather than job creators. Government-led initiatives have served to empower the youth through capacity-building projects and financial assistance. One such example is the Bizniz in the Box initiative. Using a qualitative research methodology, and by examining Bizniz in the Box as a case study, this study sought to explore the types of methods, strategies, and outcomes that the Bizniz in the Box initiative used and produced, along with its role in imparting entrepreneurship knowledge and skill to its participants. Through such strategies, the study aimed also to find the possible role the government could have in the imparting of entrepreneurship education. By employing Vygotsky’s Activity Theory (1978) and drawing extensively on Paulo Freire’s Pedagogy of the Oppressed (1970), the study seeks to make recommendations on how government initiatives could critically engage with school curricula and the ways in which government intervention and initiatives can aid school teachers that are ill-trained to impart entrepreneurship skill and knowledge, which is vital to abate the problem of youth unemployment.Thesis (MA) -- Faculty of Humanities, School of Governmental and Social Sciences, 202
Exploring the views of selected, unafflicted women from Walvis bay and Windhoek, Namibia, regarding intimate partner killing and its effect on their well-being.
Full text linkIntimate Partner Killing (IPK), popularly known as passion killing in certain regions, such as in southern parts of Africa, Europe, and America, and also referred to as intimate partner homicide, is a global concern. In Namibia, the rate at which men take the lives of their intimate partners due to failed romantic relationships has sparked apprehension within the communities. This study delves into the perspectives of unafflicted women in Namibia, shedding light on the broader impact of intimate partner killing on female well-being. Using a qualitative approach, the study conducted face-to-face, semi-structured interviews with 14 participants. Grounded theory was applied to analyse the collected data and form categories from it. The data were transcribed and analysed using codes, thematic analysis, and interpretation. The theoretical frameworks intersectionality theory, social feminist theory, structuralist theory and systems theory underpin this study. The findings reveal that intimate partner killing severely affects women’s mental health, leading to vicarious trauma characterised by fear and anxiety. Participants reported difficulty experiencing positive emotions in their romantic relationships due to the pervasive uncertainty of this growing issue. Intimate partner killing leaves women feeling scared, unsafe, and traumatised, often prompting them to exercise extreme caution in their relationships to avoid becoming victims themselves. Symptoms such as feeling unsafe, scared, and traumatised align with post-traumatic stress and generalised anxiety. The study recommends implementing policy interventions and stringent laws in Namibia to prevent or discourage men from resorting to violence against their loved ones. Moreover, establishing assistance centres staffed with social work and mental health professionals is crucial to counselling and supporting women experiencing post-traumatic stress and anxiety resulting from intimate partner violence.Thesis (PhD) -- Faculty of Health Sciences, School of behavioural Sciences, 202
Herpetofaunal diversity and affiliations of the Okavango River Basin, with specific focus on the Angolan headwaters
No full textAlthough Africa is reputed to possess some of the richest herpetofaunal diversities in the world, a number of areas remain poorly documented and thus inadequately conserved. One such area in particular is the south-eastern part of Angola. Angola endured a long struggle for independence with a protracted civil war that lasted for nearly three decades, leaving the status of the country’s biodiversity in turmoil. Over the past two decades, Angola has become more accessible for biodiversity surveys, opening up new opportunities to document these previously poorly studied areas and help conserve its biodiversity. South-eastern Angola is the water source of the world-renowned Okavango Delta. However very little is known about the biodiversity, diversity status and conservation significance of the headwaters supplying the largest inland delta in the world. To address this bias in sampling and to investigate the conservation importance of the region, a series of rapid biodiversity surveys of the Angolan Okavango River Basin were conducted between 2012 and 2019. This study contributed over 2150 individual records of amphibians and reptiles, representing 88 reptile and 43 amphibian species. At least 15 species were added to the growing country checklist, with the south-eastern region of Angola now comprising 113 reptile species and 51 amphibian species. Because of this study, the area is now one of the most species-rich and well-studied areas in Angola. This study provided the first genetic data for 26 species, and sequences containing Angolan specimens for the first time were generated for 80 species, of which 23 species have originally been described from Angola. Maximum likelihood and Bayesian inference analyses, supported by species delimitation analyses, were utilised to validate specific species statuses. This allowed for the description of five new species of snake, one gecko and two frogs for Angola. The material further contributed to the description of a new genus of snakes. Numerous undescribed and potentially cryptic species were identified, long-lasting taxonomic issues were resolved, and various taxonomic adjustments were emphasised. Further contributions of the material include assisting in the revision of targeted Angolan amphibian and reptile groups as well as large-scale phylogenetic studies across Africa.Thesis (PhD) -- Faculty of Science, School of Natural Resource Science & Management, 202
Self-attentive vision in evolutionary robotics
No full textThe 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, 202
Ipasi lentloko
No full textThis exquisite headband features a flat white bead strip adorned with delicate blue lines and highlighted with vibrant blue, green, and red chevron patterns. The fringe is composed of a combination of white and black beads, lending an air of elegance. Moreover, three lustrous pearl buttons are elegantly placed at the centre of the forehead. This headband is crafted for individuals in the middle and adult age groups, and it is suitable for all genders.Purchased from Mrs Joan BrosterForms part of: Walter Sisulu University Beadwork Collectio
Vertical price transmission of wheat in South Africa
Full text linkThe ability of markets to communicate food price signals at different levels of marketing chains is critical to understanding the nature of the competition in the chain, and development of strategies to address challengers of information symmetry and food insecurity. This study examined vertical transmission of wheat price among the main value chain, looking at the pricing behaviour of certain role players in the wheat production/supply and distribution of bread which is a major staple food consumed in South Africa. A nonlinear autoregressive distributed lag model (NARDL) model was used to analyse the yearly time series data for the period of 2000 to 2022. The results of the stationarity test showed that all variables were of order one, I(1). The study used two pairs, namely farmgate price and retail price and farmgate price and wholesale price, to examine the existence of asymmetry between these prices, with rainfall and temperature as control variables. The results indicate the existence of positive long-run asymmetry of 35,9% between farmgate price of wheat and retail price of bread, and 3,49% asymmetry between farmgate price and wholesale price of wheat. In order to develop informed policies on food security, this study suggests that the government should enhance regular access to data and sustain its monitoring and communication of food price information across the whole country. The other thing that is recommended by the study is the provision of subsidies for wheat farmers to help the wheat industry, reduce the cost of bread production, and make bread more affordable and accessible for consumers.Thesis (Masters) -- Faculty of Economic and Financial Sciences, 202
A Socio-Historical Approach to Regional Organizational Relations? NGOs in Gender Security in the SADC Region
Full text linkThe extant academic literature in the field of regional International Relations has paid little attention to non-state actors’ organizational relations in building region-ness. Yet, the region offers sets of organizational relations outside, alongside, and as part of the formal regional state structures to do with gender, which offer insights into non-state regional relations and thus help to fill the lacunae in the field and facilitate understanding of the regional dynamic of international relations. This article examines how organizational relations of non-state actors in gender security play out in the Southern African Development Community (SADC) region. It highlights the shortcomings of the inter-governmental approach to international relations pursued by various scholars. Drawing on interviews with representatives of NGOs, governments, the SADC, and annual reports, as well as the academic literature, it argues for a socio-historical approach to understanding regional organization and transnationalism, which considers African agency in building region-ness
A Feasibility Study on the Efficacy of Functional Near-Infrared Spectrometry (fNIRS) to Measure Prefrontal Activation in Paediatric HIV
Full text linkHuman immunodeficiency virus (HIV) infection is associated with disturbed neurotransmission and aberrant cortical networks. Although advances in the imaging of brain microarchitecture following neuroHIV has added to our knowledge of structural and functional changes associated with HIV, no data exists on paediatric HIV using optical neuroimaging techniques. This study investigated the feasibility of optical neuroimaging in paediatric HIV using functional near-infrared spectrometry (fNIRS). We measured prefrontal brain activation while participants executed a sustained attention task. We specifically tested whether patients living with HIV and study controls could perform the study protocol and whether we could measure the typical fNIRS haemodynamic response associated with neuronal activity. Eighteen participants (10 HIV participants, mean age: 13.9, SD = 1.66 years; 8 controls, mean age: 14.8, SD = 1.28 years), matched for sex, grade, and socio-economic status, were included in the study. All participants completed the Stroop colour word test (SCWT). Oxygenated haemoglobin concentration and the deoxygenated haemoglobin signal were recorded from the dorsolateral prefrontal cortex and the frontopolar area (FA) using fNIRS. The control group performed significantly better in terms of reaction time on the congruent and incongruent condition (congruent: t (16) = −3.36, : incongruent: ). A pooled group analysis of the sample indicated significant activation in the DLPF and FA to the congruent condition of the SCWT (). Although cortical activation was noted in the DLPF and the FA in each of the groups when analysed independently, this neural activation did not reach statistical significance. The results show promise that fNIRS techniques are feasible for assessing prefrontal cortical activity in paediatric HIV. Future studies should seek to reduce the signal-to-noise ratio and consider inter-individual variability when measuring prefrontal activation in paediatric samples
