In a largely rain fed agriculture country like Ethiopia, understanding the spatial and temporal variability of rainfall provides an understanding to improving rainfall water productivity and operational water managements of reservoirs. This book describes the methods with their application on quantifying the spatial and temporal variability of daily rainfall at Tekeze river basin, Ethiopia. We hope this book greatly adds perspective to researchers and planners working in the areas of agriculture, water resources management and civil engineering.