Environmental Challenges · 2023 · 10 citations · 58 references
AgricultureAgronomyCrop SciencesCrop ImprovementCrop ProductionCropping SystemsClimate Impact AssessmentCrop-environment InteractionsEvapotranspiration ChangesEvapotranspiration EstimationEvapotranspiration ModelingRainfed Crop ProductionClimate Change Impacts On CropsClimate Change Impacts On YieldClimatic Variability EffectsClimatic Variability ResponseCrop Adaptation To Climate VariabilityEvapotranspirationEvapotranspiration VariabilityQuantile Regression
Ghana's agriculture is primarily rain-fed, making it vulnerable to the impact of climate variability and climate change. This study examined the trends and impact of climatic variability and evapotranspiration on the crop evapotranspiration of selected staple crops across three districts in the Upper East region of Ghana over a 19-year period. Data on agro-climatic conditions (rainfall, temperature, relative humidity, and sunlight) in the Upper East region were obtained from the Ghana Meteorological Agency (GMet) from 2000 to 2018. Given the non-conformity of the response variables to the normality assumption, the Quantile Regression (QR) was employed to examine the impact of climatic variability on different crop evapotranspiration scenarios (low = 10%, typical = 50%, and high = 90%) of the selected crops. The analyses disclosed a significant difference in crop evapotranspiration between the districts, except for maize, which remained consistent. There was an increase in crop evapotranspiration trend for all, but the maize crop informs the potential improvement of crop evapotranspiration notwithstanding the climatic variability. The study offers a vital insight into the complex dynamics of crop evapotranspiration in response to climatic variability and evapotranspiration. It is recommended, therefore, to consider advances in crop varieties through continuous investment in crop breeding research programmes to improve drought tolerance crops and develop regional water balance techniques.
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Nonparametric Tests Against Trend
Henry B. Mann · Econometrica · 1945 · 16.7K citations
An Analysis of Variance Test for Normality (Complete Samples)
Samuel S. Shapiro, M. B. Wilk · Biometrika · 1965 · 5.9K citations
Influence of extreme weather disasters on global crop production
Corey Lesk, Pedram Rowhani, Navin Ramankutty · Nature · 2016 · 3.7K citations · Full text
Agriculture, Agronomy, Crop Sciences +14