Maize seed variety identification model using image processing and deep learning
- Authors: Gebeyehu, Seffi , Shibeshi, Zelalem S
- Date: 2024
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/429191 , vital:72566 , DOI: 10.11591/ijeecs.v33.i2.pp990-9985
- Description: Maize is Ethiopia’s dominant cereal crop regarding area coverage and production level. There are different varieties of maize in Ethiopia. Maize varieties are classified based on morphological features such as shape and size. Due to the nature of maize seed and its rotation variant, studies are still needed to identify Ethiopian maize seed varieties. With expert eyes, identification of maize seed varieties is difficult due to their similar morphological features and visual similarities. We proposed a hybrid feature-based maize variety identification model to solve this problem. For training and testing the model, images of each maize variety were collected from the adet agriculture and research center (AARC), Ethiopia. A multi-class support vector machine (MCSVM) classifier was employed on a hybrid of handcrafted (ie, gabor and histogram of oriented gradients) and convolutional neural network (CNN)-based feature selection techniques and achieved an overall classification accuracy of 99%.
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Enhancing Object Audio Control within an Immersive Sound System
- Authors: Klingebiel, Lukas , Foss, Richard
- Date: 2023
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/426771 , vital:72390 , https://ieeexplore.ieee.org/abstract/document/10289235
- Description: Real time control over sound source positioning and movement is a primary advantage of object-based sound systems over channel-based systems. This paper describes a controller, processing engine, and associated library that enhances this object control. Apart from graphic spatialization control, the controller allows, for each object, the selection of its rendering algorithm, distance-based level, high frequency attenuation, reverb parameters and speaker isolation or locking. OSC control within the controller enables further control options.
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Information extraction model from Ge’ez texts
- Authors: Gebeyehu, Seffi , Wolde, Worke , Shibeshi, Zelalem S
- Date: 2023
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/429176 , vital:72565 , 10.11591/ijeecs.v30.i2.pp787-795
- Description: Nowadays, voluminous and unstructured textual data is found on the Internet that could provide varied valuable information for different institutions such as health care, business-related, training, religion, culture, and history, among others. A such alarming growth of unstructured data fosters the need for various methods and techniques to extract valuable information from unstructured data. However, exploring helpful information to satisfy the needs of the stakeholders becomes a problem due to information overload via the internet. This paper, therefore, presents an effective model for extracting named entities from Ge'ez text using deep learning algorithms. A data set with a total of 5,270 sentences were used for training and testing purposes. Two experimental setups, i.e., long short-term memory (LSTM) and bidirectional long short-term memory (Bi-LSTM) were used to make an empirical evaluation with training and a testing split ratio of 80% to 20%, respectively. Experimental results showed that the proposed model could be a practical solution for building information extraction (IE) systems using Bi-LSTM, reaching a training, validation, and testing accuracy as high as 98.59%, 97.96%, and 96.21%, respectively. The performance evaluation results reflect a promising performance of the model compared with resource-rich languages such as English.
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Mosquito community composition in Central District, Botswana: insights from a malaria endemic to non-endemic gradient
- Authors: Buxton, M , Nyamukondiwa, C , Kesamang, M , Wasserman, Ryan J
- Date: 2023
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/452402 , vital:75126 , http://dx.doi.org/10.17159/2254-8854/2022/a13584
- Description: Spatial distribution of vector mosquitoes plays a critical role in the dynamics of associated diseases' spread across diverse landscapes. In Botswana, six Districts are implicated as malaria endemic zones, one of which is the Central District comprising both malaria endemic and non-endemic sub-districts. Despite being the biggest in the country, mosquito diversity in this District is under-explored, more so in the malaria non-endemic sub-districts. Here, we thus sampled mosquito adults and larvae from the malaria endemic sub-district of Bobirwa and non-endemic sub-districts of Palapye and Serowe, to determine spatial mosquito abundance and diversity in the District.
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Water Footprint and Economic Productivity of Potato Production in South Africa
- Authors: Egbetokun, Olugbenga A , Fraser, Gavin C G
- Date: 2023
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/473093 , vital:77605 , https://doi.org/10.51847/IfamMEMliR
- Description: An alarming four billion individuals worldwide grapple with acute water scarcity. Notably, South Africa, nestled amongst the world's most parched lands, suffers from severe freshwater limitations, ranking 30th in scarcity indices. Introduced in 2003, the" water footprint" framework offers a valuable technique for measuring water utilization in production systems. The WF is composed of three colors: green, blue, and grey. The present study aimed to investigate the water footprint and economic productivity of potato production in South Africa. Data on potato production, price, and weather data from 2006 to 2015 were obtained from the Potatoes South Africa (PSA), Department of Water and Sanitation (DWS), Department of Agriculture, Forestry and Fisheries, and Food and Agriculture Organization (FAO) databases. Analysis of staple water use, evapotranspiration, and irrigation schemes for crop production was carried out using CROPWAT 8.0 software as well as physical, land, and economic water productivities. Across South African provinces, the water footprint of potato production-encompassing green, blue, and grey components-outstrips global averages, exhibiting notable provincial discrepancies. The result shows that there is a need for more efficient water use across the provinces. PWP was highest in Northern Cape (3.08 t/m 3) and lowest in Gauteng (1.99 t/m 3). EWP was highest in the Northern Cape (1.0) and lowest in Gauteng (0.65 US $/m 3) depicting the high cost of water use per m 3 in potato production. ELP, however, was highest in the North West and lowest in the Free State. The scenario could be improved upon by efficient irrigation water use and the application of a minimum level of fertilizer in a bid to ameliorate blue and grey water.
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A new species of Buyisa Distant, 1907 (Hemiptera Cicadidae Cicadettinae Cicadettini) from South Africa
- Authors: Sanborn, Allen F , Villet, Martin H
- Date: 2021
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/441318 , vital:73877 , https://doi.org/10.4289/0013-8797.123.1.199
- Description: A new species of the cicada genus Buyisa Distant, 1907 is described from South Africa for an undetermined species referenced in the literature. Buyisa eccaensis new species is described and illustrated and notes on its biology are provided. A key to the officially described species of Buyisa is also included.
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Metrological framework for selecting morphological characters to identify species and estimate developmental maturity of forensically significant insect specimens
- Authors: Midgley, John M , Villet, Martin H
- Date: 2021
- Subjects: To be catalogued
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/440784 , vital:73813 , https://doi.org/10.1080/20961790.2020.1794347
- Description: Accurate age estimates of immature necrophagous insects associated with a human or animal body can provide evidence of how long the body has been dead. These estimates are based on species-specific details of the insects’ aging processes, and therefore require accurate species identification and developmental stage estimation. Many professionals who produce or use identified organisms as forensic evidence have little training in taxonomy or metrology, and appreciate the availability of formalized principles and standards for biological identification. Taxonomic identifications are usually most readily and economically made using categorical and qualitative morphological characters, but it may be necessary to use less convenient and potentially more ambiguous characters that are continuous and quantitative if two candidate species are closely related, or if identifying developmental stages within a species. Characters should be selected by criteria such as taxonomic specificity and metrological repeatability and relative error. We propose such a hierarchical framework, critique various measurements of immature insects, and suggest some standard approaches to determine the reliability of organismal identifications and measurements in estimating postmortem intervals. Relevant criteria for good characters include high repeatability (including low scope for ambiguity or parallax effects), pronounced discreteness, and small relative error in measurements. These same principles apply to individuation of unique objects in general.
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A structural modeling notation for the typed functional paradigm
- Authors: Motara, Yusuf, M
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/428948 , vital:72548 , https://doi.org/10.1145/3341105.3373863
- Description: Although typed functional programming is becoming increasingly important for practical software development, it remains inaccessible from a modeling perspective. This paper develops and theoretically justifies an initial best-practices notation for the typed functional paradigm. A small case study explores how the same scenario is modeled differently in the object-oriented and typed functional paradigms, and it is argued that the notation developed is a necessary step on the path to a more comprehensive notation for modeling within the paradigm.
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Agents sans frontiers: cross-border aquatic weed biological control in the rivers of southern Mozambique
- Authors: Langa, Sílvia da Fátima , Hill, Martin P , Compton, Stephen G
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/148998 , vital:38794 , DOI: 10.2989/16085914.2020.1749551
- Description: Biological control is an effective ways of controlling aquatic plants, especially in South Africa. Release of biological control agents has been limited to Mozambique, where water hyacinth (Eichhornia crassipes (Mart.) Solms-Laubach (Pontederiaceae)), water lettuce (Pistia stratiotes L. (Araceae)), red water ferns (Azolla spp. (Azollaceae)) and salvinia (Salvinia molesta DS Mitch. (Salviniaceae)) are significant weeds in the south of the country. In 2009, we assessed the status of these weeds in seven rivers across southern Mozambique and recorded whether any biocontrol agents were present.
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Designing and reporting pictogram research: problems, pitfalls and lessons learnt
- Authors: Dowse, Roslind
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/157083 , vital:40085 , https://doi.org/10.1016/j.sapharm.2020.08.013
- Description: Research describing the design, evaluation or use of pictograms for various health-related applications is receiving increasing attention in the literature. However, recent reviews of this body of literature have commented adversely on the overall quality of the research, highlighting problems with the pictogram design process, as well as calling for improvement in both the methodology and reporting of all aspects of designing, developing, modifying, evaluating and applying pictograms in practice. The heterogeneity in study design, as well as in the interventions and outcomes measured, prevents overall conclusions being drawn about the effectiveness of pictograms on comprehension and medicine-taking behaviour such as adherence and self-care. The reporting of such research should provide adequate detail to enable reproducibility and replicability of the research. This article offers guidance in designing and reporting pictogram-based research, highlighting areas that are often problematic or inadequately addressed.
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Effects of an eight-week lumbar stabilization exercise programme on selected variables of patients with chronic low back pain:
- Authors: Abass, Ademola O , Alli, Abiola R , Olagbegi, Oladapo M , Christie, Candice J , Bolarinde, Olufemi S
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/150307 , vital:38966 , DOI: https://doi.org/10.3329/bjms.v19i3.45864
- Description: Lumbar stabilisation exercise has been shown to reduce pain and disability in patients with low back pain but information on its potential benefits in term of back muscle endurance is scarce. This study was aimed at investigating the effects of augmenting conventional physiotherapy with lumbar stabilization exercises on selected variables of patients with non-specific chronic low back pain (NSCLBP).
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Gamification of functional programming
- Authors: Chifamba, Tavonga D , Motara, Yusuf, M
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/428996 , vital:72552 , https://ieeexplore.ieee.org/abstract/document/9334096
- Description: This paper looks at the current state of how students learn the functional programming [FP] paradigm and how it can be improved by applying gamification. Multiple related works and research published by experts in the field are analyzed and examined. In conclusion, a possible way forward with regards to functional programming gamification design is proposed.
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Implantation, orientation and validation of a commercially produced heart-rate logger for use in a perciform teleost fish:
- Authors: Muller, Cuen , Childs, Amber-Robyn , Duncan, Murray I , Skeeles, Michael R , James, Nicola C , Van der Walt, Kerry-Ann , Winkler, Alexander C , Potts, Warren M
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/148494 , vital:38744 , doi.org.wam.seals.ac.za/10.1093/conphys/coaa035
- Description: Quantifying how the heart rate of ectothermic organisms responds to environmental conditions (e.g. water temperature) is important information to quantify their sensitivity to environmental change. Heart rate studies have typically been conducted in lab environments where fish are confined. However, commercially available implantable heart rate biologgers provide the opportunity to study free-swimming fish. Our study aimed to determine the applicability of an implantable device, typically used on fusiform-shaped fish (e.g. salmonids), for a perciform fish where morphology and anatomy prevent ventral incisions normally used on fusiform-shaped fish.
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Natural hair chronicles of black female vloggers: influences on their psychological well-being
- Authors: Jacobs, Liezille , Kelemi, Anelisa
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/158354 , vital:40177 , https://doi.org/10.1080/14330237.2020.1796046
- Description: This study explored how hair texture chronicles in a post-colonial country is influenced by psychological well-being and a sense of self in women. Our informants were 10 female, black, South African YouTube vloggers, with Afro-textured, frizzy, natural hair. The participants completed qualitative descriptions of their hair chronicles with vlogging. Thematic analysis of the data yielded the following themes: (i) untangling the politics of hair, identity, and race through transitioning hair stories; (ii) hair chronicles for psychological well-being; and (iii) empowerment from wearing natural hair.
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Optically stimulated luminescence and spectral emission features of radioluminescence and thermoluminescence of natural kunzite:
- Authors: Alatishe, M A , Ogundare, F O , Folley, Damilola E , Chithambo, Makaiko L , Chikwembani, S
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/160478 , vital:40449 , https://doi.org/10.1016/j.radmeas.2020.106457
- Description: Features of luminescence optically stimulated from natural kunzite using 470 nm blue light are reported. Preparatory measurements of its X-ray excited radioluminescence and thermoluminescence show that the sample has two main bands centered at 360 nm and 600 nm. The optically stimulated luminescence discussed in this report was monitored in the UV region and is presumed to be the same 360 nm emission that appears in the radioluminescence and thermoluminescence spectra. The glow curve shows at least three peaks at 74, 202, 432 oC for heating at 1 oC and the third one is a composite of two. Only the first two peaks are deduced to contribute most of the optically stimulated luminescence.
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Post-release monitoring in classical biological control of weeds: higher trophic levels modify competitive interactions between invasive macrophytes
- Authors: Schaffner, Urs , Hill, Martin P , Dudley, Tom , D’Antonio, Carla
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/150200 , vital:38949 , https://doi.org/10.1016/j.cois.2020.02.008
- Description: While various aspects of classical biological control (CBC) of weeds, including non-target risk assessment, have been continuously improved in the past few decades, post-release monitoring remains neglected and underfunded. Detailed assessments of the population, community and ecosystem outcomes of CBC introductions, including reasons for success/failure and absence or evidence of non-target effects are generally lacking or fragmentary. Here we review recent advances in understanding the demography of biological control agents released into a novel environment, their impact on the target weed and on non-target species, and the consequences for the resident plant and animal communities and ecosystem functioning, including the restoration of ecosystem services. We argue that post-release monitoring of CBC programs offers unique but largely underutilized opportunities to improve our understanding of CBC outcomes and to inform management and decision-makers on when and how CBC should be integrated with other management options to enhance ecosystem restoration.
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Preliminary study on the potential use of Fly Ash as a Ventilated Improved Pit Latrine Additive:
- Authors: Collings, Dylan , Tandlich, Roman , Dube, Cyril S , Madikizela, Phindile , Ngqwala, Nosiphiwe P , Ahmed, Mustaque
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/160334 , vital:40436 , https://0-doi.org.wam.seals.ac.za/10.5276/JSWTM/2019.395
- Description: This study describes the results of a series of laboratory experiments on aimed at developing of a protocol for the use of fly ash as a pit additive in the ventilated improved pit latrines (VIPs) in South Africa. Model VIP vaults were prepared in the laboratory and filled with synthetic faecal sludge; and dosed with fly ash in amounts ranging from 5 to 20 % (w/w).
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Small scale habitat effects on anthropogenic litter material and sources in a coastal lagoon system:
- Authors: Velez, Nadja , Nicastro, Katy R , McQuaid, Christopher D , Zardi, Gerardo I
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/160489 , vital:40450 , https://doi.org/10.1016/j.marpolbul.2020.111689
- Description: Anthropogenic litter is ubiquitous throughout marine ecosystems, but its abundance and distribution are driven by complex interactions of distinct environmental factors and thus can be extremely heterogeneous. Here we compare the extent of anthropogenic litter pollution at a sheltered lagoon habitat and nearby open coast sites. Monthly surveys over a period of five months showed that both the types and sources of litter always differed significantly between lagoon and open coast sites.
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Social media and citizen mobilisation in the biometric voter registration (BVR) process in Zimbabwe:
- Authors: Mwonzora, Gift
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/178953 , vital:40104 , https://doi.org/10.1080/02589001.2020.1746753
- Description: Considerable research has, in recent years, focused on the utility of social media platforms in political campaigns in both developed and developing countries, but there has not been significant analysis of social media use in voter registration campaigns. In seeking to address this lacuna in the literature, this article examines the use and efficacy of social media networking sites (SNS), namely Facebook and Twitter, in mobilising, informing and educating citizens to participate in a new system of biometric voter registration implemented in Zimbabwe. The article draws on a qualitative research methodology. The article contends that social media use amplified political knowledge of the Zimbabwean electorate ahead of the 2018 national election as exemplified in the upsurge of voter registrants under the biometric voter registration system.
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Synthesis of pH sensitive dual capped CdTe QDs: their optical properties and structural morphology
- Authors: Daramola, Olamide A , Noundou, Xavier S , Nkanga, Christian I , Tseki, Potlaki F , Krause, Rui W M
- Date: 2020
- Language: English
- Type: text , article
- Identifier: http://hdl.handle.net/10962/156364 , vital:39983 , https://doi.org/10.1007/s10895-020-02526-x
- Description: We herein report five different types of thiol dual capped cadmium tellurite quantum dots (CdTe QDs) namely glutathionemercapto-propanoic acid (QD 1), glutathione-thiolglycolic acid (QD 2), L-cysteine-mercapto-propanoic acid (QD 3), L-cysteinethiol-glycolic acid (QD 4) and mercapto-propanoic acid-thiol-glycolic (QD 5). Dual-capped CdTe QDs were prepared using a one pot synthetic method. Cadmium acetate and sodium tellurite were respectively used as cadmium and tellurium precursors. Photo-physical properties of the synthesized QDs were examined using UV-Vis and photoluminescence spectroscopy while structural characterization was performed by means of transmission electron microscopy (TEM) and Fourier transform infrared (FTIR) spectroscopy.
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