Browsing by Author "Patrick, Sabas"
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Sensitivity analysis and uncertainty quantification of climate change effects on Tanzanian banana crop yield
Patrick, Sabas; Mirau, Silas; Mbalawata, Isambi; Leo, Judith (Elsevier B. V., 205-01-09)Concerns about the impact of climate change on agricultural systems have heightened, par ticularly in regions where crop cultivation is essential for economic stability and sustenance. This research addresses a critical ... -
Time series and ensemble models for forecasting Tanzanian banana crop yield under various effects of Climate change
Patrick, Sabas (NM-AIST, 2024-07)Amid escalating global worries about climate change’s impact on agriculture, this study thor oughly explores how climate shifts might affect Tanzania’s vital bananas. The study employed a multiple regression model to ... -
Time series and ensemble models to forecast banana crop yield in Tanzania, considering the effects of climate change
Patrick, Sabas; Mirau, Silas; Mbalawata, Isambi; Leo, Judith (Elsevier, 2023-12-01)Banana cultivation plays a pivotal role in Tanzania’s agricultural landscape and food security. Precisely forecasting banana crop yield is essential for resource optimization, market stability, and informed policymaking, ...