This work investigates the technological optimization of Theobroma Cacao harvesting based on integrating three research domains. The First, assessing cocoa productivity in a site-specific farm under different soil conditions, irrigation, fertilization, diseases, and environment, based on statistical and machine learning models. The Second is developing a mathematical model involving operational research techniques to improve managerial decision-making in cocoa field operations under uncertainty. The Third is deploying a knowledge-based technical management systems solution in cocoa farming, considering technological infrastructure constraints and user centered design.
Date of Award | 4 Feb 2020 |
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Original language | English |
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Awarding Institution | - Universidad Autónoma de Bucaramanga
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Sponsors | Ministerio de Ciencia y Tecnología (MINCIENCIAS) |
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Supervisor | Henry Lamos Díaz (Supervisor) & Antoni Granollers (Supervisor) |
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- Theobroma cacao
- Stochastic Optimization
- Software develpment
- Smart technologies
- Smart Farming
- Process optimization
An optimization model for Theobroma Cacao yield maximization based on smart farming technologies.
Talero-Sarmiento, L. (Author). 4 Feb 2020
Student thesis: Doctoral Thesis