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Open AccessFeature PaperArticle

Evaluating and Predicting the Effects of Land Use Changes on Hydrology in Wami River Basin, Tanzania

United Nations University, Institute for Integrated Management of Material Fluxes and of Resources (UNU-FLORES), Ammonstrasse 74, 01067 Dresden, Germany
Institute for Cartography, Technische Universität Dresden, 01062 Dresden, Germany
Dar es Salaam Institute of Technology, P.O. Box 2958 Dar es Salaam, Tanzania
Global Programs, Penn State University, State College, PA 16801, USA
Author to whom correspondence should be addressed.
Hydrology 2020, 7(1), 17;
Received: 1 February 2020 / Revised: 13 March 2020 / Accepted: 14 March 2020 / Published: 19 March 2020
Understanding the variation in the hydrological response of a basin associated with land use changes is essential for developing management strategies for water resources. The impact of hydrological changes caused by expected land use changes may be severe for the Wami river system, given its role as a crucial area for water, providing food and livelihoods. The objective of this study is to examine the influence of land use changes on various elements of the hydrological processes of the basin. Hybrid classification, which includes unsupervised and supervised classification techniques, is used to process the images (2000 and 2016), while CA–Markov chain analysis is used to forecast and simulate the 2032 land use state. In the current study, a combined approach—including a Soil and Water Assessment Tool (SWAT) model and Partial Least Squares Regression (PLSR)—is used to explore the influences of individual land use classes on fluctuations in the hydrological components. From the study, it is evident that land use has changed across the basin since 2000 (which is expected to continue in 2032), as well as that the hydrological effects caused by land use changes were observed. It has been found that the major land use changes that affected hydrology components in the basin were expansion of cultivation land, built-up area and grassland, and decline in natural forests and woodland during the study period. These findings provide baseline information for decision-makers and stakeholders concerning land and water resources for better planning and management decisions in the basin resources’ use. View Full-Text
Keywords: hydrology; land use change; PLSR; SWAT model; Wami river basin hydrology; land use change; PLSR; SWAT model; Wami river basin
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Twisa, S.; Kazumba, S.; Kurian, M.; Buchroithner, M.F. Evaluating and Predicting the Effects of Land Use Changes on Hydrology in Wami River Basin, Tanzania. Hydrology 2020, 7, 17.

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