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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/20019
Title: Activation soil moisture accounting (ASMA) for runoff estimation using soil conservation service curve number (SCS-CN) method
Authors: Verma S.
Singh P.K.
Mishra, Surendra Kumar
Singh V.P.
Singh V.
Singh A.
Published in: Journal of Hydrology
Abstract: In this study, the concept of activation soil moisture (ASM) has been conceptualised by coupling the Soil Moisture Accounting (SMA) concept with the static infiltration component (Fc) for simulating rainfall-runoff process. The ASM has been defined as the height of soil moisture barrier (or the amount of soil moisture deficit), which must be fulfilled before runoff can start. Most of the SCS-CN inspired methods, including the original one do not consider ASM in their formulation to simulate rainfall-runoff process. To account for ASM, here, we develop an activation soil moisture accounting (ASMA) based method (ASMA-SCS-CN) by coupling the SMA concept of Michel-Vazken-Perrin (MVP) method with the static infiltration (Fc) based Mishra-Singh (MS) method, which presents a fuller picture of SMA system. The performance of the ASMA-SCS-CN method is compared with the original SCS-CN method, MS method and MVP method by applying a large dataset of 56,343 storm events from 164 small to large watersheds in the United States using goodness-of-fit statistics in terms of Nash-Sutcliffe efficiency (NSE), the root mean square error (RMSE), normalized RMSE (nRMSE), percent bias (PBIAS), mean absolute error (MAE), standard error (SE) and RMSE-observations standard deviation ratio (RSR). The ASMA-SCS-CN method has the highest median value of NSE (0.71; varying from 0.11 to 0.97) with inter-quartile range (IQR) as (0.62–0.80) followed by MVP with NSE (0.67; varying from 0.10 to 0.0.96) and IQR as (0.57–0.74), MS with NSE (0.61; varying from 0.02 to 0.97) and IQR range as (0.46–0.72), and SCS-CN with NSE (0.58; varying from 0,01 to 0.92) and IQR as (0.44–0.69). The ASMA-SCS-CN method is found to have lowest mean and median values of RMSE, nRMSE, MAE, SE and RSR than the MVP, MS and SCS-CN method. The PBIAS values of the ASMA-SCS-CN and MVP methods are lower than that of MS and SCS-CN method. In addition, the performance of all four methods is further evaluated based on the watershed characteristics such as landuse, soil type, drainage area, and mean rainfall and the results show that in all cases the ASMA-SCS-CN method performs much better than the rest of the methods. Overall, the improved performance of ASMA-SCS-CN can be attributed to the inclusion of SMA along with the static infiltration component for representing the complete picture of SMA system in modelling rainfall-runoff process.
Citation: Journal of Hydrology(2020), 589
URI: https://doi.org/10.1016/j.jhydrol.2020.125114
http://repository.iitr.ac.in/handle/123456789/20019
Issue Date: 2020
Publisher: Elsevier B.V.
Keywords: Activation soil moisture
Rainfall-runoff process
SCS-CN method
Soil moisture accounting
Static infiltration
Threshold soil moisture
Chemical activation
Error statistics
Errors
Large dataset
Mean square error
Rain
Runoff
Soil conservation
Soil moisture
Goodness-of-fit statistics
Inter quartile ranges
Mean absolute error
Rainfall-runoff process
Root mean square errors
Soil
ISSN: 221694
Author Scopus IDs: 57190604391
57208371734
55463271000
57211219633
57207729179
56003116400
Author Affiliations: Verma, S., National Institute of Hydrology, Roorkee, Uttarakhand 247667, India
Singh, P.K., National Institute of Hydrology, Roorkee, Uttarakhand 247667, India
Mishra, S.K., Dept. of WRD&M, Indian Institute of Technology, Roorkee, Uttarakhand 247667,
Funding Details: .The authors are thankful to National Institute of Hydrology Roorkee and Indian Institute of Technology Roorkee for providing the necessary facilities to carry out this research work. The authors are also thankful to U.S. Department of Agriculture?Agricult.
Corresponding Author: Singh, P.K.; National Institute of HydrologyIndia; email: pushpendras123@gmail.com
Appears in Collections:Journal Publications [WR]

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