Browsing College of Agricultural and Environmental Sciences (CAES) by Subject "Machine Learning"

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Assessing the effect of crop production drivers on maize yield in Lake Kyoga Basin Using Machine Learning

Kisakye, Angella (Makerere University, 2024-12)

Agriculture is a crucial economic activity in Uganda, with maize serving as a priority crop for both food security and income generation. Even though over 80% of households in Lake Kyoga Basin are cultivating maize, ...
Estimating Carbon Stock using field data, Satellite Imagery, and Cloud-Based Machine Learning Algorithms: case study of Mubende District

Kemigyisha, Fortunate (Makerere University, 2023-01)

Quantifying carbon stock is a good step in pursuit to mitigate GreenHouse Gases (GHGs). The purpose of this research was to estimate carbon stock changes in Mubende District as a consequence of Land Cover Change (LCC) ...