Effect of terraces in controlling erosion:

Posted on at


Effect of terraces in controlling erosion:

• Terracing changes the landscape. Therefore, they directly affect local hydrology and consequently runoff characteristics. In addition, terraces indirectly affect soil moisture and soil characteristics (Chow et al. 1999). Terracing has only an effect on water erosion, it does not stop or reduce the impacts of wind erosion. The advantages and disadvantages of terracing; firstly the direct effects and secondly the indirect effects.
• Generally, very effective! They intercept rainfall runoff as it starts down a slope, thus preventing a large accumulation of flow on the surface. This reduces the potential for sheet and rill erosion.
• In effect, terraces break up one long slope into a number of short ones. PTO terraces also give soil particles that do erode a chance to settle out in the basin behind the terrace ridge, while the excess water is slowly discharged through a subsurface drain.img src="data:image/png;base64,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



About the author

160