Faculty of Science Engineering and Technology

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Browsing Faculty of Science Engineering and Technology by Subject "Model"

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    Application of Simplex Lattice Designin Watermelon Production
    (Chuka University, 2019) Muriithi,Dennis K.
    This paper discusses the use of Simplex Lattice Design approach to plan the experiment for yield of watermelon with an overall objective of optimizing the multiple responses of watermelon to organic manure. Multiple linear regression models have been adopted to express the output parameters (responses) that are decided by the input process parameters. Poultry manure, cow manure and goat manure were the independent variables to optimizethe response values of interest that includes; watermelon fruit weight, number of fruits of watermelon per plant. Mixture experiments are appropriate to use when a researcher wishes to determine if synergism exists in mixing components which increases productivity. Three-component design presented in this study illustrated how to applymixture designs inagricultural research. Mathematical Model evolved for response showthe effect ofeach input parameter and its interaction with other parameters, depicting the trend of response. From, the equation of fruit weight and number of fruits, it canbe concluded that goat manure has a more important role on watermelon production in the current study. Conclusively, the current study attained the optimal condition of 17.68 ton/Ha, 11.69 ton/Ha and 19.16 ton/Ha of poultry manure, cow manure and goat manure respectively, would guarantee the farmer a maximumyield of22.13kgfruit weightof watermelonper plantand 7.74≈8 Fruitof watermelonper plant. The study exemplified that the development of statistical models for crop production can be useful for predicting and understanding the effects of experimental factors.