Getachew Birhan, Manjunatha Busnur Rachotappa
Geoinformatics Programme Department of Marine Geology Mangalore University Mangalagangothri Karnataka 574199 India.
Department of Geography and Environmental Studies Debre Tabor University P.O. Box 272 Ethiopia.
Glob Chall. 2022 Jun 11;6(8):2200041. doi: 10.1002/gch2.202200041. eCollection 2022 Aug.
Human activities impact hydrology through changes in land use and land cover. This study examins the effects of changing land use on hydrological processes using the soil and water assessment tool (SWAT) model. The data is acquired from Landsat 4-5 Thematic Mapper (TM) in 1989, Landsat 7 Enhanced Thematic Mapper Plus (ETM+) in 2005, and Landsat 8 Operational Land Inventory (OLI) in 2019. Image preprocessing, which includes georeferencing, radiometric and atmospheric correction, image enhancement, band composite, mosaicking, and sub-setting, are performed. After that, supervised classification, accuracy assessment, and change detection are carried out. The hydrological changes in 1989, 2005, and 2019 are analyzed using land-use maps. The SWAT model's calibration, validation, and sensitivity analysis are performed using the Integrated Parameter Estimation and Uncertainty Analysis Tool in the four main rivers of the basin. Farmlands and built-up lands are found to have steadily increased in the basin, while shrublands, grasslands, and bare lands declined. Due to an expansion of agricultural and built-up lands and a decrease in shrublands and grasslands, the basin's mean annual water yield and surface runoff increased in 2019, while evapotranspiration and lateral flow decreased compared to 1989 and 2005. Therefore, future watershed and basin management shall consider changing land use.
人类活动通过土地利用和土地覆盖的变化影响水文。本研究使用土壤和水评估工具(SWAT)模型研究土地利用变化对水文过程的影响。数据获取自1989年的陆地卫星4-5专题制图仪(TM)、2005年的陆地卫星7增强型专题制图仪Plus(ETM+)以及2019年的陆地卫星8业务陆地成像仪(OLI)。进行了包括地理配准、辐射和大气校正、图像增强、波段合成、镶嵌和子集提取在内的图像预处理。之后,进行监督分类、精度评估和变化检测。利用土地利用图分析1989年、2005年和2019年的水文变化。使用流域四条主要河流中的综合参数估计和不确定性分析工具对SWAT模型进行校准、验证和敏感性分析。研究发现,流域内农田和建设用地稳步增加,而灌木林、草地和裸地减少。由于农业用地和建设用地的扩张以及灌木林和草地的减少,2019年流域的年均产水量和地表径流量增加,而蒸散量和侧向流量与1989年和2005年相比有所减少。因此,未来的流域和盆地管理应考虑土地利用的变化。