Author(s): Edangodage Duminda Pradeep Perera; Betty Namulunda Barasa
Linked Author(s):
Keywords: Remote sensing; Land use change; Urbanization; Urban floods; Hydrological modelling
Abstract: This paper investigates the impacts of land use changes on river peak discharges during floods and its contribution to flood occurrence in the Sosiani River basin in the Rift Valley province of Kenya. The land use maps used in the study were derived from the Landsat imagery employing remote sensing and GIS techniques. Two-dimensional Rainfall–Runoff–Inundation (RRI) model was utilized in simulating the flash flood events. The results indicated an increase in river peak discharge due to extensive deforestation in the past decades and increase in farmlands which covers up to 75% of the total watershed area. According to the observed discharge data and generated land use maps, expansion of farmlands from 15.3% (in the early 1970s) to 75.2% (2013) and urban areas from 0.4% (in the early 1970s) to 10% (2013) have triggered the observed river peak discharge to increase from 167 m 3 /s (1970) to 233 m 3 /s (2013). Two land use change scenarios were tested for urbanization and reforestation using the calibrated RRI model and modified land use maps accordingly. The obtained results indicated a high sensitivity for the variation in land use to the river peak discharges. The results of the study will be beneficial for future developments in the basin and its flood management activities.
DOI: https://doi.org/10.1080/15715124.2017.1411922
Year: 2018