Morphometric deterministic model for prediction of sediment yield index for selected watersheds in upper Narmada Basin

被引:11
|
作者
Meshram, Sarita Gajbhiye [1 ]
Meshram, Chandrashekhar [2 ]
Abul Hasan, Mohd [3 ]
Khan, Muhammad Arshad [4 ]
Islam, Saiful [3 ]
机构
[1] Water Resources & Appl Math Res Lab, Nagpur 440027, Maharashtra, India
[2] Chhindwara Univ, Jaywanti Haksar Govt PG Coll, Dept Math, Betul, MP, India
[3] King Khalid Univ, Coll Engn, Civil Engn Dept, POB 394, Abha 61321, Saudi Arabia
[4] King Khalid Univ, Coll Engn, Dept Chem Engn, POB 394, Abha 61321, Saudi Arabia
关键词
Unguaged watersheds; Morphological parameters; Sediment yield index; PCA; PRIORITIZATION; SUBWATERSHEDS; CATCHMENTS; AREA;
D O I
10.1007/s13201-022-01644-0
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
Soil erosion is common and has a wide range of spatiotemporal variability. It is crucial in determining sediment output, which is essential for proper watershed management. In this research, we propose morphometric deterministic models (MDM) for prediction of sediment yield index using morphometric parameters of 49 watersheds from Upper Narmada Basin of Madhya Pradesh state, India. For this purpose, Shuttle Radar Topography Mission generated Digital Elevation Model was used to extract and analyze 12 morphometric parameters including linear, aerial, and relief parameters. Principle Component Analysis has been applied for the most effective parameter estimation. The linear and nonlinear MDM were discovered to be suitable for the field of sediment research due to the high value of R-2 (over 70%). The sediment yield forecasting is critical for taking the appropriate management measures in the watershed to reduce the sediment load in the reservoir and extend the life of the structure.
引用
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页数:11
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