期刊
GEOCARTO INTERNATIONAL
卷 31, 期 3, 页码 256-277出版社
TAYLOR & FRANCIS LTD
DOI: 10.1080/10106049.2015.1047414
关键词
total evaporation; remote sensing; land cover characteristics; patchiness; areal extent
类别
资金
- Water Research Commission (WRC)
Total evaporation is of importance in assessing and managing long-term water use, especially in water-limited environments. Therefore, there is need to account for water utilisation by different land uses for well-informed water resources management and future planning. This study investigated the feasibility of using multispectral Landsat 8 and moderate resolution imaging spectroradiometer (MODIS) remote sensing data to estimate total evaporation within the uMngeni catchment in South Africa, using surface energy balance system. The results indicated that Landsat 8 at 30m resolution has a better spatial representation of total evaporation, when compared to the 1000m MODIS. Specifically, Landsat 8 yielded significantly different mean total evaporation estimates for all land cover types (one-way ANOVA; F-4.964=87.011, p<0.05), whereas MODIS failed to differentiate (one-way ANOVA; F-2.853=0.125, p=0.998) mean total evaporation estimates for the different land cover types across the catchment. The findings of this study underscore the utility of the Landsat 8 spatial resolution and land cover characteristics in deriving accurate and reliable spatial variations of total evaporation at a catchment scale.
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