Effect of landcover/land-use changes on water availability in and around Ruti Dam in Nyazvidzi catchment, Zimbabwe

被引:13
作者
Gumindoga, W. [1 ]
Rwasoka, D. T. [2 ]
Ncube, N. [3 ]
Kaseke, E. [4 ]
Dube, T. [5 ]
机构
[1] Univ Zimbabwe, Dept Civil Engn, POB MP 167, Harare, Zimbabwe
[2] Upper Manyame Subcatchment Council, Box 1892, Harare, Zimbabwe
[3] Chinhoyi Univ Technol, Dept Environm Engn, POB 7724, Chinhoyi, Zimbabwe
[4] ZAMCOM, Samora Machel Ave, Harare, Zimbabwe
[5] Univ Western Cape, Private Bag X17, ZA-7535 Bellville, South Africa
关键词
HEC-HMS; land-use; landcover; Mann-Kendall; Nyazvidzi; remote sensing; Ruti Dam; LAND-USE CHANGES; UPPER MANYAME CATCHMENT; RAINFALL PRODUCT; SOIL-MOISTURE; RIVER-BASIN; RUNOFF; SIMULATION; MODEL; EVAPOTRANSPIRATION; CLASSIFICATION;
D O I
10.4314/wsa.v44i1.16
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
The aim of this study was to quantify the upstream land-use and landcover changes and assess their effect on Ruti Dam levels and water availability in Nyazvidzi catchment. Remote-sensing techniques, hydrologic modelling and statistical inference were applied. Spatial landcover dynamics were derived from Landsat satellite data for the years 1984, 1990, 1993, 1996, 2003, 2008, and 2013 using the maximum likelihood classification technique. Results showed that forests and shrubs decreased by 36% between 1984 and 2013 whilst cultivated areas increased by 13% over the same period. The HEC-HMS rainfall-runoff model was used to simulate steamflow for the Nyazvidzi catchment, Zimbabwe. For the calibration period (2000-2001), a satisfactory Nash-Sutcliffe efficiency (NSE) model peformance of 0.71 and relative volume error (RVE) of 10% were obtained. Model validation (1995-1997) gave a NSE of 0.61 and RV E of 12%. We applied the Mann-Kendall trend test to assess for monotonic trends in runoff over the study period and the results showed that there were significant decreases in observed runoff at Station E140 (monthly time scale) and at Stations E62 and E140 (seasonal time scale). Results showed that the wet season (Nov-Feb) had higher mean water balance values with an excess runoff of 8.12 mm/month. The dry season (April-Sept) had lower mean water balance values, with the lowest at 0.04 mm/month. Strong positive relationships (r(2)) between dam levels and land-use changes were obtained as follows: bare (0.95), cultivation (0.76) and forests (0.98). The relationship between runoff generated and land-use changes was found to be relatively weaker (0.54 for forests, 0.51 for bare and 0.14 for cultivation). Findings of this study underscore the relevance of applying hydrological models, remote sensing and statistical inference in quantifying and detecting environmental changes, as well as how they affect the availability and the quality of water resources in space and time.
引用
收藏
页码:136 / 145
页数:10
相关论文
共 36 条
[1]   Simulation of the impacts of land-use change on surface runoff of Lai Nullah Basin in Islamabad, Pakistan [J].
Ali, Muhammad ;
Khan, Sher Jamal ;
Aslam, Irfan ;
Khan, Zahiruddin .
LANDSCAPE AND URBAN PLANNING, 2011, 102 (04) :271-279
[2]  
[Anonymous], 1975, RANK CORRELATION MEA
[3]   GIS tools applied to the sustainable management of water resources -: Application to the aquifer system 08-29 [J].
Belmonte, AC ;
González, JM ;
Mayorga, AV ;
Fernández, SC .
AGRICULTURAL WATER MANAGEMENT, 1999, 40 (2-3) :207-220
[4]   Impacts of land use change scenarios on storm-runoff generation in Xitiaoxi basin, China [J].
Chen, Ying ;
Xu, Youpeng ;
Yin, Yixing .
QUATERNARY INTERNATIONAL, 2009, 208 :121-128
[5]  
CIHLAR J, 2005, LAND COVER CANADA VE
[6]   Detection of land cover changes around Lake Mutirikwi, Zimbabwe, based on traditional remote sensing image classification techniques [J].
Dube, T. ;
Gumindoga, W. ;
Chawira, M. .
AFRICAN JOURNAL OF AQUATIC SCIENCE, 2014, 39 (01) :89-95
[7]   Toward intelligent training of supervised image classifications: directing training data acquisition for SVM classification [J].
Foody, GM ;
Mathur, A .
REMOTE SENSING OF ENVIRONMENT, 2004, 93 (1-2) :107-117
[8]   Predicting streamflow for land cover changes in the Upper Gilgel Abay River Basin, Ethiopia: A TOPMODEL based approach [J].
Gumindoga, W. ;
Rientjes, T. H. M. ;
Haile, A. T. ;
Dube, T. .
PHYSICS AND CHEMISTRY OF THE EARTH, 2014, 76-78 :3-15
[9]   Simulation of streamflow using TOPMODEL in the Upper Save River catchment of Zimbabwe [J].
Gumindoga, W. ;
Rwasoka, D. T. ;
Murwira, A. .
PHYSICS AND CHEMISTRY OF THE EARTH, 2011, 36 (14-15) :806-813
[10]   Ungauged runoff simulation in Upper Manyame Catchment, Zimbabwe: Application of the HEC-HMS model [J].
Gumindoga, Webster ;
Rwasoka, Donald T. ;
Nhapi, Innocent ;
Dube, Timothy .
PHYSICS AND CHEMISTRY OF THE EARTH, 2017, 100 :371-382