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    Pattern analysis of substandard and inadequate distribution of educational resources in urban–rural areas of Abbottabad, Pakistan

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    Despite an extensive system of public schools, Abbottabad, Pakistan has a chronically low literacy rate. A factor contributing to these low literacy rates might be a spatial mismatch between public schools and dense settlements in fast-growing urban and semi-urban areas of this municipal region. To test this proposition, the locations of 153 public schools were collected using hand-held GPS devices to create a geo-database, and a road network was created from the open street map and Google imagery. Nearest neighbor, K-function, Spearman’s Rho, and directional analyses were applied to this data to overcome the limitations of sparse geospatial data. A point pattern analysis shows that more than 50% of secondary schools were clustered south of the city while most of the built-up area was in the north. Localizing Geospatial data, spatial restructuring, and reorganization of schools in the study area would support rational planning and enhance student access to school facilities

    Gendered influences affecting adoption of improved common bean production technologies disseminated by various awareness creation methods in Karatu district, Tanzania

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    A Dissertation 2019The importance of common bean in improving socioeconomic in the community is well known. There are different improved common bean production technologies introduced by both government and NGOs in Tanzania such fertilizer application especially DAP during planting. However, none or low adoption of recommended common bean production practices like recommended land preparation, seed selection, weed control, fertilizer application and harvesting method is reported everywhere. Cross sectional research design was employed in this study whereby 400 respondents (154 males, 125 females and 121 youth men and female) involved in Scaling up of Improved Legume Technologies (SILT) project and those who were not involved in SILT project were interviewed using questionnaires and checklist questions as the main tools. Data were analyzed by using statistical package for social science (SPSS 16.0), where frequency and percentage were used to determine distribution of the study variables inferential analysis was used to test how independent variables affect the adoption of improved common bean varieties. Result from the study shows that accessibility of information through radio, demonstration and extension agents was relatively high to men than women and youth. This was due to interventions of SILT project. The study further revealed that farmers in SILT project were aware on improved common bean technologies like improved seed varieties, storage and harvesting than those who were not in SILT project. The study concludes that Men have higher access to information on improved common beans production technologies as compared to women, boys and girls. Therefore, the study recommends to the extension workers and NGOs such as SILT that there is a need to address gender inequalities with regard to ownership and control over resources and information sources at household level which impacts on adoption of common bean. This can be achieved through using the strategy of gender mainstreaming in all projects targeting farmers

    Commercialization pathways and their implications on smallholder rice farmers’ productivity and welfare in Mbarali district, Tanzania

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    A Dissertation 2019Agricultural transformation from low productivity to commercial agriculture has been a policy of concern in Sub-Saharan African countries whose economies depend on agriculture. Different pathways to commercialization have been adopted, including smallholder commercialization, medium and large scale commercial agriculture while others have adopted inclusive commercialization. However, the existing literature is inconclusive on which pathway should be adopted particularly in Sub-Saharan Africa. This study aimed at evaluating the most effective commercialization pathway (smallholder or inclusive) and its impacts on productivity and welfare on smallholder rice farmers in the pathways versus rain-fed farmers in Mbarali District. The study used cross-sectional survey data collected from a sample of 256 farm households. The data was analysed using output and input commercialization indices (CCI and ICI) and propensity score matching. Results indicated that, the overall output commercialization was more than half of the produced rice (CCI=59%) but the use of improved inputs in the study area was low (ICI = 27%). The proportion of rice sold was higher in the inclusive pathway (80%) relative to smallholder pathway (70%) and rain-fed scheme (41%). Total factor productivity ranged between 1.17 - 1.21 and 0.98 – 1.02 in the smallholder and inclusive pathways respectively more than the in the rain-fed scheme. Farmers in the smallholder and inclusive pathways earned between 7.65 – 7.68 million and 5.42 – 5.48 million TShs respectively more than farmers in the rain-fed scheme. For dietary diversity score, food consumption score and value of assets, inclusive pathway was better-off relative to smallholder pathway and rain-fed farmers. Based on these findings, smallholder pathway was effective in rice total factor productivity and income earned while the inclusive pathway was most effective in commercialization and welfare improvement. Since each pathway has some positive impact relative to the other, both smallholder and inclusive pathways should be adopted to explore the synergies

    Persistent organic pollutants in water, sediments and fish from Lake Victoria and implications to human health risks

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    Thesis 2019Lake Victoria is an important freshwater resource in Tanzania and its neighbouring countries namely Uganda, Kenya, Rwanda, Burundi and Democratic Republic of Congo (DRC). Millions of people dotted around the lake depend on it as a major source of household and industrial water supply, irrigation, transport and provides for fishing as a main source of animal derived protein as well as income. In Tanzania, the lake provides employment opportunities to more than four million people engaged directly or indirect with fishing activities. The frequently fished and consumed fish species that are of commercial interest include; Nile perch (Lates niloticus), Nile tilapia (Oreochromis niloticus) and the freshwater sardines (Rastrioneobola argentea) commonly known as dagaa in Tanzania. The fish are further processed to feed the domestic, regional and international markets. Current estimates from the lake put the annual contribution of the fisheries sector to the Tanzanian Gross Domestic Product (GDP) up to 2.5%. There have been unsubstantiated claims that despite using agrochemicals such as pesticides in agriculture, some fisher folks have been using such chemicals for fishing and preservation of fish products during storage. The same organochlorine pesticides are still in use in agricultural activities within the lake basin and there is a possibility that they accumulate in water, sediments and fish. Furthermore, there have been incinerations of medical wastes, discharge of electronic wastes and untreated wastewaters from industrial establishments in water bodies that tend to increase the loading of polychlorinated biphenyls (PCBs) in water, sediments and fish. It is likely that human beings will get exposed to these chemicals through drinking water and eating fish from the lake. The present study overall objective was therefore to assess fish consumersꞌ eating habits and the prevalence, levels and human health risks of indicator PCBs and OCPs in water, sediments, fish and fish products from Lake Victoria in Tanzania. The specific objectives of the study were: i. To establish levels of indicator PCBs and OCPs in water, sediments and fish from Lake Victoria. ii. To determine the prevalence and quantify residual levels of indicator PCBs and OCPs in processed fish products from Lake Victoria. iii. To assess fish consumersꞌ eating habits. iv. To evaluate the probable human health risks associated with consumption of persistent organic pollutants (POPs) contaminated fish and fish products from Lake Victoria. Water and sediment samples were collected from twelve nationally designated sampling points (considered as important hotspots). Thirty six samples of both water and sediments (a total of 72 samples) were collected for analysis. A total of 162 fresh fish samples were collected from nine selected landing sites and 480 samples of processed fish products from Kirumba Fish Market for analysis of POPs. Extraction of the samples was done using a QuEChERS method and POPs analysis using a gas chromatography equipped with electron capture detectors (GC-ECDs) and a gas chromatography equipped with mass spectrometry (GC-MS). A questionnaire was also administered to 122 fish consumers to assess the fish consumption habits and patterns. The main focus of administering the questionnaire was to identify the types of fish species consumed, frequencies of fish consumption, quantities of fish consumed and factors affecting fish consumption in the population around the lake. The results showed that some organochlorine compounds were present in water, sediments, fish and fish products from Lake Victoria in Tanzania. This is likely due to human anthropogenic activities being undertaken along the lake, long range atmospheric transport and environmental persistence of the compounds. For water samples, the ∑PCBs ranged between 0.95 and 2.24 μg/L while for sediments the range was between <LOD and 10.28 μg/kg- dry weight (dw) basis being dominated by CB 138 and CB 153 because of their structures and high degree of chlorination. For OCPs; Aldrin and Dieldrin were the highest (6.13 ±0.90 and 6.82±0.53 μg/kg- dw, respectively) and p, pꞌ- DDT was the lowest (0.82±0.12 μg/kg- dw) in sediments whereas for water samples the highest concentration was γ- HCH (1.60±0.32 μg/L) and the lowest was α- endosulfan (0.15±0.01 μg/L). There were high levels of organochlorine compounds in sediments than the water samples suggesting that sediment serves as a sink for organochlorine pollutants and therefore act as a source of these compounds in case of environmental changes. However, the levels of POPs measured in water and sediments in this study were far below the Maximum Residual Limit (MRL) set by FAO/WHO and the European Union (EU) except Aldrin and Dieldrin through which based on the Threshold Effect Concentration (TEC) for freshwater ecosystems, Aldrin and Dieldrin are the only OCPs that seem to be a threat to Lake Victoria environment. For the fresh fish species which were considered in the current study; L. niloticus and O. niloticus, the results revealed that fish species sampled were undersize, reflecting overfishing and abuse of bylaws. The abuse may be going beyond overfishing and touching other environmental protection bylaws. The results showed further that four organochlorine pesticides (β-HCH, HCB, Aldrin and Dieldrin) were identified in fresh muscles of L. niloticus and O. niloticus at measurable quantities at concentration between <0.24 and 1.19 μg/kg. There were slightly higher levels of the identified OCPs in L. niloticus than in O. niloticus muscles due to differences in trophic levels and feeding habits. However, the levels of OCPs measured were below the MRL of 200 μg/kg set for fish by FAO/WHO and other competent authorities suggesting that the fresh fish muscles were safe for human consumption. The seven indicator PCBs considered in this study were not detected in all fresh fish species investigated. Low levels of the detected residues and non detection of many POPs which were considered indicates that currently POPs pollution in Lake Victoria has not reached alarming concentrations but requires a strict continuous monitoring to minimize contaminants loading. Nine OCPs were detected at different measurable concentrations in different processed fish products available in the markets from Lake Victoria. The highest amount was p, pꞌ- DDE (3.73±0.31 μg/kg) in deep fried O. niloticus while the lowest level was α- HCH (0.14±0.06 μg/kg) in smoked O. niloticus. The OCPs were more prevalent in smoked products compared to other processed fish products. This is attributed to a reduced co- distillation of the compounds with water vapour during smoking. However, there was high prevalence of some OCPs in deep fried products compared to other fish products. This is probably due to illegal use of some of these chemicals for fish preservation during storage. In this study, the levels of OCPs in processed fish products were below MRL set by different international statutory bodies for fish and fish products implying that the fish products are safe for human consumption with reference to OCPs concentrations. For the seven indicator PCBs which were considered in this study, six of them were detected at different levels in processed fish products. The total PCBs loading ranged from 16.05±3.04 μg/kg (deep fried products) to 31.55±16.66 μg/kg (trims). There was a significant difference (p<0.05) in PCBs loading for deep fried products (with significantly lower levels) compared to other products which were investigated in this study. This observation is mainly because at high temperatures, cooking oil serves as an extracting solvent and therefore the PCBs are transferred the cooking oil. The PCBs loading was dominated by CB 138, CB 153 and CB 180. The same PCBs were more prevalent (between 20% and 80%) in all fish products than other congeners. This is mainly due to their structures, chemical stability and high degrees of chlorination. However, the mean levels of ∑PCBs in this study were below the MRL of 75 μg/kg set for fish and other fish products by the European Commission indicating that the products are safe for human consumption with respect to indicator PCBs. Lifetime cancer risks for both OCPs and PCBs in adults and children were low while the non cancer risks associated with consumption of contaminated fish and fish products were insignificant as the hazard indices (HI) were very low (<1). The risk is considered significant if HI is greater than 1. Results on fish consumer’s preferences, quantities and types of fish consumed and factors affecting fish eating habits in this study showed that L. niloticus, O. niloticus and R. argentea are widely consumed fish species. The average per capita fish consumption pervii day was quantified to be 0.37 kg (~135 kg/year). This level is far greater than the national, worldwide and the per capita fish consumption of a great fish consumer reported in literatures. The main reasons for this high fish consumption in the study area were found to be easy accessibility and availability of different fish species. The major factors affecting fish consumption habits were reported to be price (affordability), convenience, accessibility, availability, nutritional and healthy concerns. The study revealed a slightly higher proportion of male fish consumers (54.1%) than female fish consumers (45.9%) implying that males usually eat outside their homes better meals than home meals. The study revealed further a direct relationship between fish consumption and age of consumers due to knowledge and health reasons and an inverse relationship between fish consumption and family size due to economic reasons. In order to determine the actual human health risks associated with consumption of fish products from Lake Victoria for consumers dotted around the lake, it is therefore necessary to employ the actual per capita fish consumption of 0.37 kg established herein for risk computation rather than the hypothetical per capita fish consumption rate of 0.02 kg reported in literature. Data generated from this study will therefore help decision makers to devise more appropriate and cost effective risk mitigation measures that will minimize the build-up of these organochlorine compounds in the aquatic ecosystems to safeguard consumer's health and the environment. The results will also help to create awareness of the actual adverse effects associated with the established organochlorine compounds among stakeholders in the fisheries sector

    Incidence and molecular characterization of common bean (Phaseolus vulgaris L.) viruses in Tanzania

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    A Dissertation 2019Common bean (Phaseolus vulgaris L.) is an important crop grown worldwide. It serves as a main source of protein and starch for over 300 million people in East Africa and Latin America. Despite its importance, production of common bean is constrained by viruses which cause important diseases of common bean. It is also known that different common bean genotypes respond differently to different viruses. In order to ascertain this information, the following specific objectives were established: (1) to characterize common bean viruses isolated from common bean using sequencing molecular techniques, (2) to determine the incidence and distribution of major viruses of common beans in Tanzania, (3) to characterize at molecular level and identify the wild plants harbouring the viruses infecting common beans in Tanzania, (4) to determine the suitable sizes of reads from deep sequenced small RNAs data for VirusDetect software-based detection of common bean viruses using low capability computers, (5) to determine genetic diversity of common bean cultivars and landraces using diversity array technology (DArT) in Tanzania, and (6) to evaluate the response of selected common bean genotypes to four common bean viruses in Tanzania. A total of 7756 common bean samples were collected during survey from five agricultural research zones, while 1340 wild plants samples were collected in four zones except western zone. Total RNAs were extracted using Cetyl trimethyl ammonium bromide method (CTAB). The symptomatic and asymptomatic common bean and wild plant samples were selected and pooled according to their respective zone. Nine and 10 pooled common bean and wild plants, respectively, including the wild plant samples (AIVN-1, AIVN-2 and AIVN-3) that were used in virus mechanical transmission study were sent to Fasteris SA (Switzerland) sequencing company, where small RNAs were sequenced using Illumina HiSeq 2500 platform. However, in wild plants was done on Illumina HiSeq 3000/4000 or Illumina NextSeq platform. Analysis of NGS sequences using VirusDetect Software revealed, 15 viruses, belonging to 11 genera, in the nine pooled common beans RNA samples. Two viruses namely, SBMV and Tomato leaf curl Uganda virus related Begomovirus were detected for the first time in common bean in Tanzania. In wild plants, NGS detected 122 viruse species in 20 genera. Out of these 122 viruses, 23 viruses from 12 genera were related to viruses known to infect common beans. Peanut mottle virus (PeMoV) and Yam bean mosaic virus (YBMV) were some of the viruses that were detected by RT-PCR in Senna occidentalis and Senna hirsuta, respectively. In mechanical inoculation study, out of 25 symptomatic wild plants samples only four wild plants which belonged to two plant species: Ocimum basilicum L. and Bolusafra bituminosa (L.) Kuntze, were able to infect common beans with Cucumber mosaic virus and a bromovirus closely related Cowpea chlorotic mottle virus, respectively. The wild plants RNA (collected from zones and those used fro mechanical inoculation), were identified by DNA barcoding. However, attempts to sequence 134 PCR products were only successful in only 89 (66.4% success rate). The DNA barcoded plants (89) belonged to 50 plant species. Using RT-PCR, detection of BCMV, BCMNV, CPMMV and SBMV viruses in common bean samples was done. The amplicon were scored to determine the incidence of viruses. Visually assessed field incidence of common bean viral diseases was as high 98%, in Missenyi district. The highest RT-PCR based incidence of BCMV and BCMNV were 36.7% and 76.7%, respectively. The incidence of SBMV ranged from 0 to 90.9%. In northern zone, the highest RT- PCR based SBMV incidence was 10%. The RT-PCR-based CPMMV incidence was highest in eastern zone where the incidence was as high as 46.7%. Also, using primers designed to NGS-based sequences, incidence of five viruses from wild plant (BCMV, BCMNV, CPMMV, YBMV and PeMoV) was determined in 1 430 wild plant samples by RT-PCR. Contrary to NGS results, BCMV, BCMNV and CPMMV were not detected in any wild plant samples. On the other hand, YBMV and PeMoV were detected in three and one wild plant samples, respectively. Genetic diversity of isolates of BCMV, BCMNV and CPMMV from common bean RNA samples was achieved through Sanger sequencing. The obtained nucleotide sequences encoding coat proteins of BCMV, BCMNV and CPMMV isolates revealed they were 90.2 to 100%, 97.1 to 100% and 82.9 to 99.1% similar to each other, respectively. Some isolates, e.g., TZ:Mor 533:2015, had hallmarks of recombination events. In separate study a total of 360 common bean genotypes were grown in screenhouse and DNAs extracted using a CTAB method for genetic diversity analysis using the Diversity array technology (DArT). A total of 35 047 markers were identified of which 558 (1.6%) markers were highly informative. The genetic diversity dendrogram showed that, 278 and 82 common bean genotypes grouped in the Andean and Mesoamerican gene pools, respectively. Principal component analysis (PCA) based on genetic similarity confirmed that the genotypes belonged to two groups (252 genotypes) and their variation was 82.2%. When PCA was determined separately for the Andean and Mesoamerican gene pools, the within similarities were 82.94% and 84.60%, respectively. The response of common bean genotypes to BCMV, BCMNV, SBMV and CPMMV was studied in screen house using a Complete Randomized Design (CRD). Data on disease severity and area under disease progress curve (AUDPC) were subjected to one-way analysis of variance (ANOVA) and post-hoc analysis was done by using Tukey’s test. Depending on the common bean genotype assessed, the symptoms appeared between 7 th and 12 th days post inoculation for all four viruses. Across all viruses used, disease severity was less than 50% in most common bean genotypes. The AUDPC ranged from 414 – 2 667, 0 – 1 586.7, 105.6 – 1 561.7 and 506 – 2 037 for BCMNV, BCMV, CPMMV and SBMV, respectively. Resistance to all four viruses ranged from susceptible to moderate resistance in inoculated common bean genotypes. However, Fibea and Selian 05 did not develop any symptoms when were inoculated with BCMV (AUDPC = 0). This work represents the first comprehensive surveys of common bean viruses in Tanzania using the of state-of-the-art next generation sequencing technique to simultaneously detect all viruses in common bean samples from five agricultural research zones in Tanzania. Using molecular information, primers were developed, optimized and used to detect viruses – including BCMV, BCMNV, CPMMV, and SBMV – in common bean and wild plants. The incidence of different viruses was determined and the distribution of common bean viruses was mapped

    Rodent diversity and habitat association in Handeni Hill Forest Reserve, North Eastern Tanzania

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    A Dissertation 2019The distribution and diversity of rodents is influenced by various factors such as vegetation characteristics, climatic conditions, disease, predation and habitat modification due to anthropogenic activities and food abundance. This study was conducted in Handeni Hill Forest Reserve from November 2018 to March 2019 with the aim of assessing the influence of habitat characteristics on the abundance and distribution of rodent species. Four permanent grids of 70 m by 70 m with 49 Sherman live traps were established in miombo woodland and evergreen forest habitats respectively. In each habitat type one pitfall drift fence was also established. A total of 102 individuals of 8 rodent species from 4704 traps nights were captured namely Praomys sp, Gerbilliscus vicinus, Grammomys dolichurus, Rattus rattus, Mastomys natalensis, Acomys wilsonii, Lemniscomys rosalia and Mus minutoides. Species such as G. dolichurus were restricted to the thickets in the evergreen forest and Praomys sp was restricted in a higher altitude of the Miombo woodland habitat. The canonical correspondence analysis (CCA) was used in showing a relationship among species, grids and habitat characteristics. The CCA ordination plot revealed factors such as shrub height, moisture and ground cover to have influence in species diversity and distribution. The study concludes that habitat factors such as ground cover and shrub height have strong influence on the species abundance in the area followed by moisture content

    Members' participation and financial performance of wheat producers' cooperative societies in southern Ethiopias

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    Currently, cooperative enterprises in Ethiopia are growing in terms of numbers and membership. However, despite growing policy attention and researchers‟ interest on cooperatives, the issue of members‟ participation, in relation to performance of cooperatives has not been adequately addressed. The overall objective of this study was to determine the influence members‟ participation in their cooperative financial performance of cooperatives. The study used a cross-sectional research design. Questionnaires and key informant interview checklist were used for data collection. The study covered 371 members from 27 primary cooperatives. Participation attitudes were assessed using likert- scale items, while members‟ evaluative perceptions about their cooperatives performance were measured by using five score scale measurement. Multiple linear regression were employed to analyze the relationship between participation and financial performance of wheat growers‟ cooperatives. The study results show that majority of respondents have positive attitude of participation in their cooperatives. Years in membership, number of shares, quantity of seed purchased and quantity of wheat supplied were statistically significant relationship with performance. Overall, on average members evaluated their societies‟ functioning as good performance. Majority of respondents agreed that they are better off in the market after joining cooperatives. It is recommended that since members‟ attitude and behavior of participation is affected by the level of information and education, launching of a continuous cooperative extension education is critical. Strengthening those participation aspects having influence on the financial performances. The good performance of agricultural inputs provision service should be considered as best practice of lesson and internal strength. Cooperatives should be able encouraging members to supply more quality produce to their cooperatives by giving them tangible benefits in price reward and patronage dividend. The study indicates issues for further study such as how to address the financial capacity limitation of primary cooperatives and how to explore and implement tri-modal arrangement in the form of public-cooperative-private partnership model. Key words: cooperatives, members, participation, performanceSasakawa Africa Fund for Extension Education (SAFE

    Fuelwood efficient stoves as strategies to adapt the effects of climate change in Muheza district, Tanzania

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    A Dissertation 2019The study was conducted in Muheza district, Tanzania to assess the fuelwood efficient stoves (FWES) as strategies to adapt to climate change effects. Specifically, the study assessed the extent of adoption of fuelwood efficient stoves, examined the direct and indirect benefits of the stoves in the context of climate change adaptation and determined the challenges of adoptions and up-scaling the FWES technology. Data were collected through household’s questionnaire survey, checklists, and direct observations. Descriptive statistics and logistic regression model were used in the study. Findings showed that about 77% of households adopted the fuelwood efficient stoves. Five types of cooking stoves were observed in the area; improved stove with and without chimney, gas stoves, charcoal and three stones-traditional open stoves. Firewood consumption, low emission of smoke and restoration of landscapes were among the direct and indirect benefit of using the fuelwood efficient stoves in adapting to climate change effect in the area. Binary Logistic Regression Model Analysis (R 2 =0.73, F=9.57, p<0.05) revealed that age and fuelwood scarcity significantly showed a positive linear relationship with FWES adoption. T-sample test show that the average of the head load of fuelwood used per week by households after and before the introduction of stoves were statistically different. Results also revealed that adoption of stoves is the best strategy for communities in order to adapt to climate change effects in the area by reducing disturbances on the forest resources. Nevertheless, limited knowledge about the stoves and its usefulness in relation to climate change effects was among of the challenges for adoptions of the stoves in the area. Therefore, the adoption of fuelwood efficient stoves by the local communities in the area has assisted them to adapt on the effects of climate change while addressing the scarcity of fuelwood in the area and improving their livelihoods

    Cassava value chain: willingness to pay for improved cassava planting material in coastal and Lake Victoria areas of Tanzania

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    Masters DissertationLack of clean planting materials and use of Cassava Mosaic Disease (CMD) and Cassava Brown Streak Disease (CBSD) infected planting materials has been the major constraints to cassava production thus communities need to be empowered to have a self-sustaining clean seed production system. Therefore, agricultural policies of the countries in Sub- Saharan Africa should therefore emphasize seed system strategies which would result in good quality seed of the right varieties being available. There are many factors that hinder cassava production among them is the unavailability of clean quality improved planting material. To overcome the challenge of unavailability of clean quality improved planting materials, it is envisaged that its production in large quantity and dissemination in affordable manner is imminent. The production of such planting materials could be done on commercial basis. Therefore, objective of this study was to assess i) the cassava demand for industrial consumption; ii) the supply base of cassava planting materials; iii) the cost of planting materials incurred by smallholding farmers in the study areas and iv) to determine willingness of smallholding farmers to pay for clean quality improved planting material (improved cassava seeds) when produced and made available to them on commercial basis. The study found that 0 percent of the respondents obtain cassava planting materials from formal seed system, 89 percent do use seed-system approved and released planting materials and 99 percent obtain planting materials from their own source. Also, it was not easy to directly determine the cost of planting materials per hectare, though based on the survey conducted to determine willingness to pay for clean quality improved cassava planting materials it was estimated that smallholding farmers in the study areas would pay TZS 62 500 per hectare to obtain clean quality improved cassava planting materials. It was also found that factors influencing the willingness to pay were age, household monthly income, agronomic cost and residential location. The study also revealed wide range of cassava varieties which are grown in the surveyed areas whereby some of them take long time to mature. The research implications of this study are that the demand for improved cassava seeds creates opportunity for further research into the area whilst the practical implications are that entrepreneurial opportunity is available for investment into commercial production. Socially the results of this study increase the knowledge that smallholding farmers are now willing to pay for improved cassava seeds. It was thus concluded that, although smallholding farmers showed willingness to pay for clean quality improved cassava planting materials when disseminated on commercial setting, the price they are willing to pay is much less compared to what is currently charged by commercial cassava planting materials producers under a pilot project are charging. Also, factors influencing willingness to pay were age, household monthly income, area under cassava cultivation, agronomic cost, CBSD disease attack, revenue from selling cassava, cassava selling price, industrial demand awareness, getting extension services, need for training and farming group membership. Smallholding farmers at Muheza district were more willing to pay compared to Kwimba and lastly Sengerema respectively. It was recommended that community based or commercial planting materials farms be established to ensure smallholding farmers obtain clean quality improved planting materials affordably and timely. It was recommended that a proper governance of the cassava value chain be put in place with measures such as establishing a cassava governing board and policy framework such as a Cassava Master Plan

    Optimizing p and k for improving biological nitrogen fixation and productivity of bambara groundnut (v igna Subterranea ) in South-Eastern Tanzania

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    A DissertationBambara groundnut (Vigna subterranea (L) Verde) is a pulse crop cultivated by smallholder farmers in Tanzania, ranked the third most important legume in the SEZ after pigeon pea (Cajanus cajan) and cowpea (Vigna unguiculata). Farmers in south-eastern Tanzania grow Bambara groundnut primarily for food and sell part of the produce to supplement income of their household. However, the productivity of Bambara groundnut is below the potential yield (< 2 t ha -1 ), and is considered a threat to their livelihood. Among the factors causing low yields of Bambara groundnut include insect pests and disease incidences, poor agronomic practices and low soil fertility. Low soil fertility is amplified by continual mining of nutrient elements from the soil and reduction of soil organic matter content, through the removal and burning of crop residues and without applying balanced nutrients. Balanced supply of plant nutrients is important in order to improve and sustain yields of Bambara groundnut in South-Eastern Zone (SEZ). However, the establishment of the technologies of soil fertility management is hindered by inadequate information on soil characterization and classification of soils. These agronomic experiments would lead to establish technology that would be transferred to other areas of similar soil conditions for Bambara groundnut production, particularly in Tanzania. Furthermore, all developed interventions concentrated on improving Bambara groundnut varieties; plant spacing, morphology and diversity of the crop are known. The information on soil nutrient status including phosphorus (P) and potassium (K) for SEZ is not well known, and the required optimum rates are not yet established. Therefore, the intention of this study was to determine the status of soil fertility and optimum rates of N, P and K for Bambara groundnut production in the SEZ. A standard survey was carried out in the Bambara groundnut growing areas of SEZ, to establish representative experimental sites on the basis of agro-ecological settings and soils. The morphology, genesis, physio-chemical properties and classification of soils based on two international soil classification systems, namely USDA Keys to Soil Taxonomy and the World Reference Base (WRB), were assessed. Three pedons were characterized, namely NNL-P1 at Nannala village in Tandahimba district, MKG-P1 at Mikangaula village and NWJ-P1 at Nawaje village in Nanyumbu district. Disturbed and undisturbed soil samples from genetic soil horizons were analyzed for physico-chemical properties. Soil nutrient status for macro-nutrients (N, P, K, Ca, Mg and S) and micro-nutrients (Fe and Zn) were assessed from 22 soil samples from Bambara groundnut growing areas of south-eastern Tanzania. Field experiments were established on two pedons, namely NNL-P1 and NWJ-P1. The experiments were used to establish optimum rates of P and K for N 2 fixation and yields of Bambara groundnut in south-eastern Tanzania. The treatments for the field experiments were varied rates and combinations of P (0, 20, 40, or 60 kg P ha -1 ), K (0, 40 or 80 kg K ha -1 ) and N (0, 20 or 80 kg N ha -1 ), as sub-plots, in a split plot design replicated three times. The main plots were two varieties of Bambara groundnut (local and improved). The characterization results indicated that two pedons NNL-P1 and MKG-P1 were classified to great group level using the USDA Keys to Soil Taxonomy as Dystrustepts and Haplustepts, respectively, and these translated into Cambisols in the WRB for Soil Resources. Pedon NWJ-P1 was classified as Argiustolls and translated into Phaeozems in the WRB. Over 60% of 22 soil samples analyzed for nutrient status, the limiting nutrients for productivity were N, P K, S, Mg and Zn, which were rated as being very low to low, while Ca was rated as medium in >80% of the soils of the studied areas. It was concluded that low nutrient status especially N, P, K, S, Mg and Zn, needs proper management to improve soil fertility for Bambara groundnut production. Application of P increased N 2 fixation and Bambara groundnut yield significantly. Thus, use of P at the rates of 20 – 40 kg P ha -1 is deemed necessary for high yields in the study area

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