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Modeling Joint Visual Attention In Naturalistic Dyadic Interactions, Kuushini Thennakoon, Yasasi Abeysinghe, Bhanuka Mahanama, Vikas Ashok, Sampath Jayarathna

Computer Science Faculty Publications

Joint visual attention (JVA) provides important insight into how individuals coordinate attention during social interaction. Egocentric eye tracking enables the study of JVA in natural, multi-user settings. This work presents a multi-stage framework to identify and analyze JVA using egocentric video and gaze data. The approach consists of three steps: spatiotemporal tube-based visual similarity, gaze-guided object detection, and attention pattern analysis using the ambient–focal coefficient K. Results show that object-focused collaborative activities exhibit high JVA, with object detection capturing higher joint attention than visual similarity, whereas conversation-based or independent activities show lower and more fragmented joint attention. Analysis of K …

Roles Of Cytokines In Modulating Trypanosoma Brucei Rhodesiense Infection Outcomes In Vervet Monkeys, Clarah Jebet, John Kibuthu Thuita, Daniel Masiga, Benedict Owino Orindi, John Oidho, Mark C. Field, Enock Matovu, Vincent Owino Adung’A

All Peer-Reviewed Publications

Introduction:

Human African trypanosomiasis (HAT), caused by Trypanosoma brucei rhodesiense, is categorized as acute due to rapid disease progression but presents varying clinical outcomes. Although the mechanisms underpinning differential clinical progression are poorly understood, both host and parasite factors are implicated. Therefore, we sought to elucidate roles of primate host factors in mediating varying T. b. rhodesiense infection outcomes.

Methods:

Here, we assessed the roles of selected host cytokines in disease progression using a tsetse-mediated infection in a non-human primate (NHP) vervet monkey model that closely mimics HAT and natural infection. We quantified eight cytokines, including TNF-α, IFN-γ, IL-10, IL-6, …

The Murdock Daily Reilly (M.D.R.) Scale: A Pressure Injury Risk Assessment Scale For Critical Care, Ann Murdock, Andrea Daily, Deby Reilly, Shih-Ting Chiu, Melissa Robinson

Publications 2026-present

No abstract provided.

Effect Of Diets Containing Soybean Or Seaweed (Kappaphycus Sp.) On Growth, Feed Utilization And Nutrient Digestibility In Nile Tilapia (Oreochromis Niloticus), Leonildo Dos Anjo Viagem, Jean Nepomuscene Hakizimana, Cyrus Rumisha, Gerald Misinzo, Brunno Da Silva Cerozi

All Rsif Scholars' Publications

Aquaculture is rapidly expanding, with Nile tilapia (Oreochromis niloticus) being a key freshwater species. Rising fishmeal (FM) costs and environmental concerns have increased interest in sustainable alternative protein sources. This study evaluated the effects of diets containing soybean (SB) or Kappaphycus sp. on the growth, feed efficiency and nutrient digestibility of Nile tilapia (O. niloticus). Four dietary treatments were tested over a 62-day feeding trial: FM diet, a diet containing SB, Kappaphycus sp. (seaweed [SW]) and a natural meal (NM) serving as a negative control. Diets were formulated to be isoproteic (360 g/kg) and isocaloric (3600 kcal/kg). Growth performance, feed …

Assessing Interactions Between Wild Host Plants And Stemborer Species In East Africa, Elie Ntirenganya, Venuste Nsengimana, Bonoukpoè Mawuko Sokame, Simon Boniface Boni, Yoseph Assefa, Janvier Uwayezu, Muluken Goftishu

All Rsif Scholars' Publications

Lepidopteran stemborers are among the most destructive pests of maize, sorghum, and sugarcane in Africa. Yet, data on their species composition and host range in Rwanda remain limited. This study provides the first comprehensive assessment of stemborer diversity, seasonal dynamics, and altitudinal distribution across eastern (low altitude), central (mid-altitude), and northern (high altitude) Rwanda. Surveys were conducted during both the rainy (maize growing) and dry seasons of 2023–2024, targeting infested maize fields and surrounding wild vegetation. A total of 2691 stemborer individuals were recovered from nine host plants, with 1474 (54.8%) from wild and fodder vegetation and 1217 (45.2%) from …

Current Status Of Aflatoxin Contamination And Mitigation Efforts In Mozambique: A Systematic Review, Ibraimo Teleha Chabite, Jamal Kussaga, Frida Nyamete, Rashid Suleiman

All Rsif Scholars' Publications

Aflatoxin continues to be a major problem for public health and trade in Mozambique. The use of products and sub-products based on maize, cassava, and groundnuts, which are susceptible to aflatoxin contamination is one of the main causes. This systematic review provides an overview of the current state of aflatoxin contamination and mitigation efforts in Mozambique. The study reviewed scientific articles published between 1st January 2004 and 31st July 2024 in peer reviewed journals, after conducting the evaluation process, 667 articles were excluded, and 68 articles fulfilled the inclusion criteria and were included in this review. Based on these included …

Access And Use Of Seasonal Weather Forecasts For Maize Production In Zimbabwe: Perspectives Of Farmers, Extension Officers And Policy Shapers, Joseph Manzvera, Kwabena Asomanin Anaman, Akwasi Mensah-Bonsu, Alfred Barimah, Selma Karuaihe

All Rsif Scholars' Publications

In Zimbabwe, the production, dissemination and use of seasonal weather forecasts in maize production is a system that involves the flow of information from a production point to a final point for farmers, through dissemination channels such as agricultural extension officers and more experienced farmers and elders, in the case of indigenous seasonal weather forecasts. This paper examines the perspectives of maize farmers (the general public or the masses) alongside the views of agricultural extension officers, policy shapers and influencers (key informants or elites) regarding seasonal weather forecasts and their role in improving farmers' access to this information. The findings …

Dietary Responses Of Taste Receptor Genes To Plant-Based Diets In Farmed Fish: A Literature Review, Leonildo Dos Anjo Viagem, Jean Nepomuscene Hakizimana, Cyrus Rumisha, Brunno Da Silva Cerozi, Gerald Misinzo

All Rsif Scholars' Publications

Taste receptor genes, particularly those in the bitter (tas2r) and umami/sweet (tas1r) families, are critical in regulating chemosensory perception and feeding behavior, influencing fish’s acceptance of plant-based diets. This review synthesizes the current research on how these genes respond to plant-based diets in farmed fish. A comprehensive search of scientific databases, including Web of Science, Scopus, PubMed, and Google Scholar, was conducted to identify relevant studies. Plant-based diets modulate gene expression, receptor activity, and signaling pathways, enabling fish to adapt to alternative feeds. The findings of the studies analyzed in this review show that plant ingredients affect fish taste receptor …

Gut And Blood Microbiota Of Nile Tilapia (Oreochromis Niloticus) Reared With Lettuce (Lactuca Sativa) And Challenged With Escherichia Coli And Vibrio Cholerae In Aquaponic Systems, Ang´Elica Adiaç˜ Ao Jossefa, Leonildo Dos Anjo Viagem, Brunno Da Silva Cerozi, Sebastian Wilson Chenyambuga

All Rsif Scholars' Publications

Aquaponics, a bio-integrated system that combines fish farming and vegetable cultivation, has gained significant attention due to its rapid expansion and potential for sustainable food production. In aquaponics, along with plants and fish, both beneficial and harmful microorganisms are also present. This study was conducted to assess the microbiota diversity of Nile tilapia reared with lettuce in aquaponic systems, with a focus on food safety implications. A total of 144 Nile tilapia juveniles with an average initial weight of 30.7 ± 0.03 g were randomly stocked and allocated to three treatments, each with three replicates. In treatment one, the fish …

Examining The Role Of Agroecology In Food Security Prediction: Evidence From Burkina Faso Using Machine Learning Methods, Theodore Nikiema, Pamela Giselle Katic, Sylvain Kpenavoun Chogou, Eugene C. Ezin

All Rsif Scholars' Publications

Background

Food insecurity affects a large proportion of the world's population, with enormous disparities to the disadvantage of low-income countries, especially those in sub-Saharan Africa. In this context, public decision-makers, funders, and NGOs urgently need streamlined indicators on households in precarious situations to better orient their policies and aid. However, existing food security monitoring tools focus on isolated dimensions of the problem, and some remain static. We aim to fill these gaps by focusing on a composite metric of food security to explore associations and identify variables with predictive relevance for food security outcomes using machine learning techniques.

Methodology

This …

Improving Accuracy Of Wind Speed Forecasted With Power Law And Multiple Layer Perceptron: A Case Study Of Aneho, A Coastal Area Of Togo, Maklewa Agoundedemba, Raphael Nyenge, Nicholas Musila, Kicoun Jean-Yves N’Zi Toure, Chang Ki Kim, Hyun-Goo Kim

All Rsif Scholars' Publications

Wind speed forecasting is critical for optimizing wind energy generation, especially in regions with complex and variable weather patterns. This study focuses on improving the accuracy of wind speed forecasting using Multiple Layer Perceptron (MLP) models, with specific application to Aneho, a coastal area in Togo. The Power Law (PL) extrapolation or interpolation method is commonly used to estimate wind speeds at different heights. However, PL tends to show significant performance variability, particularly in periods with complex wind conditions. This study aimed to assess the accuracy of the PL method and enhance it using MLP for bias correction. We used …

Gut And Blood Diversity Microbiota Of Tilapia (Oreochromis Niloticus) Reared In Aquaponic Systems: A Scoping Review, Ang´Elica Adiaç˜Ao Jossefa, Leonildo Dos Anjo Viagem, Brunno Da Silva Cerozi Brunno Da Silva Cerozi, Sebastian Wilson Chenyambuga Sebastian Wilson Chenyambuga Chenyambuga

All Rsif Scholars' Publications

Tilapia is commonly integrated with vegetables in aquaponics systems, where complex microbial interactions may have important implications for food safety. This scoping review examines the current evidence on the microbiota diversity of tilapia reared in aquaponics systems, analyzes its potential influence on food safety, and highlight direction for future research. The review followed the Preferred Reporting Items for Systematic Re- views and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR) guidelines and included studies pub- lished between 2000 and 2025, retrieved from five scientific databases, including Google Scholar, Web of Science, Science Direct, PubMed, and Wiley Online Library. Only three studies met …

Detection Of Bacterial Internalization In Lettuce (Lactuca Sativa) Leaves Grown In Aquaponic Systems With Nile Tilapia (Oreochromis Niloticus) Under Microbial Challenge, Angélica Adiação Jossefa, Leonildo Dos Anjo Viagem, Karoline Moreira Barbuio, Brunno Da Silva Cerozi, Sebastian Wilson Chenyambuga

All Rsif Scholars' Publications

Aquaponic systems are increasingly recognized as sustainable technologies for integrated fish and vegetable production. However, concerns remain regarding the potential internalization of human pathogens into vegetables grown in these systems. This study assessed the risk of pathogen internalization in lettuce leaves grown in aquaponic systems with Nile tilapia challenged with Escherichia coli or Vibrio cholerae. The system comprised nine fish tanks, eighteen hydroponic pipes, and eighty-one lettuce plants, with tanks assigned to three treatments. Samples of water, fish gut, fish blood, and lettuce leaves were collected. Microbiological analyses included selective culture, biochemical assays, and molecular identification. Although colonies consistent with …

Agroclimatic Sensing, Communication, And Computational Systems-Based Methods And Technologies For Precision Irrigation Management: Current State And Prospects, Aminata Sarr, Abhilash K. Chandel, Lamine Diop Lamine Diop, Yrébégnan Moussa Soro, Alain K. Tossa, Smrutilipi Hota, Arunachalam Manimozhian

All Rsif Scholars' Publications

Agriculture uses most of the world’s fresh water. Given that the worldwide population is expanding at an alarming rate, more land cultivation is apparently in demand. As a result, much more water would be required to irrigate cultivable lands. However, fresh water is becoming scarce at a faster rate due to climate uncertainties and over-exploitation. Several controlled irrigation techniques, such as drip and sprinkler irrigation, have been introduced to safeguard water resources. However, these techniques do not readily meet crop water demands and often end up causing overapplication of water. Under these circumstances, smart precision irrigation is the best solution. …

Effects Of Biochar Produced From Different Feedstocks And Organic Fertilizers On Soil Properties And Maize (Zea Mays L.) Production In The Northern Part Of Rwanda, Charles Lwanga Twagiramungu, Bobe Bedadi, Claver Ngaboyisonga, Concorde Nsengumuremyi, David Fangueiro

All Rsif Scholars' Publications

This study applied biochar derived from different local feedstocks and organic fertilizers (OF) on contrasting acidic soils, Andosol and Nitisol, in order to investigate their effects on selected soil properties and maize growth and yield parameters. A split plot design was employed, with treatments being factorial combinations of OF (control without OF (OF0), cow manure (OF1), chicken manure (OF2), and compost (OF3)) as a main plot factor and biochar (no biochar applied (B0), maize straw biochar (B1), eucalyptus biochar (B2), pinus biochar (B3)) as a sub-plot factor. An amelioration in soil properties was observed in treated plots compared to the …

Assessment Of The Life Cycle Of Photovoltaic Solar Technologies For Sustainable Energy Transitions: Implications For Climate Policy And Low-Carbon System Integration, Wakiang Emile Latchiba, Sebastian Waita, Robert Krueger, Julius M. Mwabora

All Rsif Scholars' Publications

The rapid expansion of photovoltaic (PV) deployment demands integrated environmental and economic evaluation of emerging technologies. This study compares crystalline silicon (c-Si), perovskite, and hybrid perovskite-silicon tandem PV systems using a cradle-to-grave Life Cycle Assessment (LCA) combined with Techno-economic Analysis (TEA) to measure environmental impacts, resource efficiency, and cost performance. Environmental indicators include life cycle greenhouse gas emissions, total energy demand, water use, and overall impact, while economic performance is assessed through levelized cost of electricity (LCOE). Sensitivity analysis explores the effects of energy payback time (EPBT), material efficiency, and perovskite stability. Results show manufacturing as the main hotspot, contributing …

Optimizing Machine Learning Algorithms Through Hyper-Parameter Tuning For Accurate Rice Yield Forecasting In North-East, Nigeria. International Journal Of Agricultural And Statistical Sciences, Ezra Daniel Dzarma, Guy Degla, Theophile Komlan Dagba, Nyor Ngutor

All Rsif Scholars' Publications

Accurate prediction of rice yield is crucial for strengthening food security and improving agricultural decisionmaking in North-East Nigeria, where production systems are constrained by fluctuating input use and environmental variability. This study applies four machine learning algorithms: Random Forest (RF), Extreme Gradient Boosting (XGB), Support Vector Regression (SVR), and K-Nearest Neighbours (KNN)to model rice yield using five primary farm inputs: Labour (B), Fertilizer (F), Herbicides (H), Seeds (S), and land (L)area. All models were optimized through hyper-parameter tuning to ensure reliable performance. The results show that SVM and XGB produced the strongest predictive accuracy, with RF achieving an RMSE of …

Effects Of Flooding-Induced Migration On The Food Security Status Of Farming Households In Rivers State, Nigeria, Jacinta Nmutaka Umechukwu, Daniel Bruce Sarpong, Ama Ahene-Codjoe, Taeyoon Kim

All Rsif Scholars' Publications

The agricultural landscape in Rivers State, Nigeria, is increasingly threatened by the dual challenges of escalating flooding events and return migration. Historically, flooding in the region has shifted from isolated incidents to a persistent and widespread hazard, significantly disrupting agricultural livelihoods and rural stability. This study assessed the effects of flooding-induced migration on the food security status of farming households in Nigeria. Data were collected on the episodes that occurred between 2011–2022 to estimate the coping strategies of the farmers. The farm revenue specifically from 2022 production activities was also computed. This was used in estimating the effect of flooding-induced …

Autonomous Self-Trained Channel State Predictionmethod For Mmwave Vehicular Communications, Abidemi Orimogunje, Vukan Ninkovic, Evariste Twahirwa, Gaspard Gashema, Dejan Vukobratovic

All Rsif Scholars' Publications

Establishing and maintaining 5G mmWave vehicular connectivity poses a significant challenge due to high user mobility that necessitates frequent triggering of beam switching procedures. Departing from reactive beam switching based on the user device channel state feedback, proactive beam switching prepares in advance for upcoming beam switching decisions by exploiting accurate channel state information (CSI) prediction. In this paper, we develop a framework for autonomous self-trained CSI prediction for mmWave vehicular users where a base station (gNB) collects and labels a dataset that it uses for training recurrent neural network (RNN)-based CSI prediction model. The proposed framework exploits the CSI …

Screening Anticancer Activity By Brine Shrimp Lethality Test Of Extracts Of Annona Stenophylla (Engl. & Diels), Strophanthus Petersianus (Klotzsch) And Synadenium Glaucescens (Pax), Roberto Luis Nhamussua, Faith Philemone Mabiki Mabiki, Alinanuswe Joel Mwakalesi, Lyndy Joy Mcgaw

All Rsif Scholars' Publications

Cancer continues to be one of the main public health challenges, driving the search for new compounds with therapeutic potential. Medicinal plants represent a valuable promising source of bioactive metabolites, and the Brine Shrimp Lethality Test has been widely used as a preliminary tool to assess the toxicity of natural extracts, providing clues to their possible anticancer activity. In this study, the cytotoxicity of the extracts of Annona stenophylla (Engl. & Diels), Strophanthus petersianus (Klotzsch), and Synadenium glaucescens (Pax) was investigated using the BSLT as a first step in screening for potential anticancer compounds. The plant materials were harvested in …

Bioeconomic Optimization Of Zinc And Iron Agronomic Biofortification In Cowpea (Vigna Unguiculata [L.] Walp.) In Mozambique Under Tropical Field Conditions, Tancredo José Carlos Carlos, Leonel Domingos Moiana, Omar Jorge Sabbag, Boniface Hussein J. Massawe

All Rsif Scholars' Publications

Agronomic biofortification with zinc (Zn) and iron (Fe) has emerged as a promising approach to enhance crop productivity while improving food and nutritional security. However, fertilizer recommendations based exclusively on maximum biological yield may not maximize farmers’ economic returns. This study integrated agronomic and economic analyses to identify the biologically and economically optimal Zn and Fe fertilization strategies for cowpea (Vigna unguiculata [L.] Walp.) under tropical field conditions in Mozambique. A randomized complete block design with a 3 × 4 × 4 factorial arrangement was used to evaluate three fertilization methods (soil, foliar, and combined soil + foliar) and …

Genetic Diversity And Population Structure Of Pearl Millet In The Senegalese Germplasm, Aliou Ba, Thomas L. Odong, Richard Edema, Arfang Badji, Oumar Diack, Tony Obua, Mildred Ochwo-Semakula, Paul Gibson, Ndjido. A. Kane, Phinehas Tukamuhabwa

All Rsif Scholars' Publications

Pearl millet (Pennisetum glaucum), a key cereal for food security in arid and semiarid regions, combines drought tolerance, high nutritional value, and adaptability to marginal environments. In Senegal, numerous landraces have been collected to develop breeding populations. However, genetic diversity and population structure of this germplasm remain poorly understood. This study characterized the genetic diversity and population structure of 169 genotypes, including 15 PMiGAP inbreds lines, 58 F5 ISMI lines, 94 F3 PLS lines, and 2 introgressions (29AW and ICMR088888). Genomic DNA was extracted using the CTAB protocol and genotyping was conducted on a DArTseq platform. Following quality control, 16,693 …

Comparative Analysis Of Structural, Physicochemical, And Electrochemical Properties Of Graphene Oxide Derived From Commercial Graphite And Rice Husk Biomass For Sensing Applications, Brice Alain Kabore, Walter K. Njoroge, Eric Masika, Matthias M. Minjauw, Jolien Dendooven, Christophe Detavernier, Mieke Adriaens

All Rsif Scholars' Publications

This study presents a sustainable route to synthesize graphene oxide (GO) from rice husk biochar (RHB) without hazardous HF/NaOH pretreatment, using a modified Hummers’ method. We showed that natural silicate minerals in RHB significantly alter the structure and properties of rice husk-derived GO (RHGO), reducing its electrochemical sensing performance compared to commercial graphite-derived GO (CGGO). Importantly, we demonstrated that a simple, eco-friendly process, decantation followed by electrodeposition, can reduce the adverse effects of silica in RHGO, boosting its sensing performance without needing traditional desilication methods. XPS analysis revealed that RHGO exhibited a higher silicon content of 28 % and oxygen …

Forecasting Future Adoption Rates Of Agroecological Innovations Using Machine Learning: Perspectives From Burkina Faso’S 45 Provinces From 2010 To 2020, Theodore Nikiema, Pamela Giselle Katic, Issaka Abdou Razakou Kiribou, Sylvain Kpenavoun Chogou, Eugene C. Ezin

All Rsif Scholars' Publications

Implementation of agroecological innovations tends to be long-term processes, with the practices of one year often linked to those of previous years. However, previous studies have focused on understanding drivers of adoption at farm level, with adoption measured at a point in time. In this study, we use a decade of panel data from the Permanent Agricultural Survey in Burkina Faso from 2010 to 2020 and machine learning approaches, to model adoption rates of agroecological innovations at the provincial level as an autoregressive process. This modeling approach allows us to exploit the time series nature of our dataset to forecast …

Assessment Of The Life Cycle Of Photovoltaic Solar Technologies For Sustainable Energy Transitions: Implications For Climate Policy And Low-Carbon System Integration, Wakiang Emile Latchiba, Sebastian Waita, Julius M. Mwabora

All Rsif Scholars' Publications

The rapid expansion of photovoltaic (PV) deployment demands integrated environmental and economic evaluation of emerging technologies. This study compares crystalline silicon (c-Si), perovskite, and hybrid perovskitesilicon tandem PV systems using a cradle-to-grave Life Cycle Assessment (LCA) combined with Techno-economic Analysis (TEA) to measure environmental impacts, resource efficiency, and cost performance. Environmental indicators include life cycle greenhouse gas emissions, total energy demand, water use, and overall impact, while economic performance is assessed through levelized cost of electricity (LCOE). Sensitivity analysis explores the effects of energy payback time (EPBT), material efficiency, and perovskite stability. Results show manufacturing as the main hotspot, contributing …

Metal–Insulator–Insulator–Metal (Miim) Ag/Sno2/Al2o3/Ag Diodes Fabricated By Ultraprecise Dispensing And Atomic Layer Deposition, Aboubacar Savadogo, Klaus Huska, Rohit D. Chavan, Thomas Nyachoti Nyangonda, Jan Feßler, Bernard Odhiambo Aduda, Ulrich Wilhelm Paetzold, Uli Lemmer, Mohamed Hussein

All Rsif Scholars' Publications

Currently, high-frequency, ultra-fast, and tunneling diodes are mainly fabricated using traditional lithography and evaporation techniques, typically limited to wafer sizes. This work introduces a new method for fabricating metal–insulator–insulator– metal (MIIM) diodes using ultra-precise dispensing (UPD) printing techniques, providing a practical alternative to traditional lithography. Enabling highly precise material deposition, minimizing waste and boosting manufacturing efficiency. Both bottom and top electrodes of the MIIM diode are silver(Ag) and fabricated via UPD, while atomic layer deposition (ALD) is employed to deposit the insulating layers. 1 nm of tin oxide(SnO2) and 1 nm of aluminum oxide(Al2O3) sandwiched between the electrodes: The Ag/SnO2/Al2O3/Ag …

Economic Value Of Agro-Meteorological Services: A Review Of The International Literature, Joseph Manzvera, Kwabena Asomanin Anaman

All Rsif Scholars' Publications

Introduction:

The increasing frequency and intensity of climate-induced extreme weather events, such as droughts, have significantly reduced agricultural productivity worldwide. Enhancing access to agro-meteorological services can mitigate these impacts by improving farmers’ decision-making and adaptive capacity. However, their economic value remains poorly understood, especially in African countries where meteorological services are provided as public goods. Demonstrating their value is critical to stimulate investment and strengthen climate-resilient agriculture.

Methods:

This study reviews and synthesises empirical evidence on the economic value of agro-meteorological services through a systematic literature review and meta-analysis of international studies. Both peer-reviewed and grey literature were analysed to …

Effects Of Biochar And Its Combination With Poultry Manure On Nitrogen Use Efficiency, Growth, And Yield Of Maize Under Different Nitrogen Fertilization Levels, Charles Lwanga Twagiramungu, Bobe Bedadi, Claver Ngaboyisonga, Concorde Nsengumuremyi, David Fangueiro

All Rsif Scholars' Publications

The effects of biochar, its combination with poultry manure with different nitrogen (N) levels on maize production on the Andosol and Nitisol was studied. Treatments were factorial combinations of three organic amendments (OA) (biochar - B, poultry manure - PM and B co-composted with PM - BPM) as main-plot factor and four N levels (0, 50, 75 and 100 kg N/ha) as sub-plot factor, laid out as split-plot design and replicated thrice at two sites: Kinigi with Andosol and Rwerere with Nitisol. At both sites, there was general increase in maize total N uptake, aboveground biomass (AGB) and grain yield …

Forecasting Future Adoption Rates Of Agroecological Innovations Using Machine Learning: Perspectives From Burkina Faso’S 45 Provinces From 2010 To 2020, Theodore Nikiema, Pamela Giselle Katic, Issaka Abdou Razakou Kiribou, Sylvain Kpenavoun Chogou, Eugene C. Ezin

All Rsif Scholars' Publications

Implementation of agroecological innovations tends to be long-term processes, withthe practices of one year often linked to those of previous years. However, previousstudies have focused on understanding drivers of adoption at farm level, with adoptionmeasured at a point in time. In this study, we use a decade of panel data from thePermanent Agricultural Survey in Burkina Faso from 2010 to 2020 and machine learningapproaches, to model adoption rates of agroecological innovations at the provinciallevel as an autoregressive process. This modeling approach allows us to exploit the timeseries nature of our dataset to forecast future adoption rates. Our results showcase thepotential …

Occurrence And Levels Of Multiple Veterinary Antibiotics In Broiler Chicken Processed And Sold In Southern Mozambique, Noemia Andre Mugabe, Jamal Kussaga, Abdulsudi Issa-Zacharia

All Rsif Scholars' Publications

Antibiotic residues in chicken meat pose a health risk to the general public, particularly to sensitive consumers. The aim of this study was to determine the level of antibiotic residues in on-the-market dressed chicken in the Southern Region of Mozambique. A total of 160 samples were randomly collected from eight markets located in five districts in the provinces of Maputo, Gaza, and Inhambane. The residues of β-lactams, quinolones, tetracyclines, and sulfonamides in chicken breast muscle were separated, identified, and quantified using high-performance liquid chromatography (HPLC), coupled with ultraviolet light (UV–VIS). Results revealed that 26.9% of the analyzed samples displayed detectable …