Evaluation of modified CN methods for watershed runoff estimation using a GIS-based interface

被引:52
作者
Patil, J. P. [1 ]
Sarangi, A. [1 ]
Singh, A. K. [1 ]
Ahmad, T. [2 ]
机构
[1] Indian Agr Res Inst, Water Technol Ctr, New Delhi 110012, India
[2] Indian Agr Res Inst, Div Agr Stat, New Delhi 110012, India
关键词
D O I
10.1016/j.biosystemseng.2008.02.001
中图分类号
S2 [农业工程];
学科分类号
0828 ;
摘要
Accurate surface runoff estimation techniques suitable for ungauged watersheds are relevant to areas such as India where hydrologic gauging stations are not widely available. The natural resources conservation services curve number (NRCS-CN) method is one of the most widely used methods for quick and accurate estimation of surface runoff from ungauged watersheds. In this study, an interface in geographic information system (GIS) was developed using the in-built macro-programming language Visual Basic for Applications (VBA) of the ArcGIS (R) tool to estimate the surface runoff by adopting the NRCS-CN technique and its three modifications. The developed interface, or interface for surface runoff estimation using curve number techniques (ISRE-CN), was validated using the recorded data for the periods from 1993 to 2001 of a gauged watershed, Banha, in the Upper Damodar Valley, Jharkhand, India. The observed runoff depths for different rainfall events in this study watershed were compared with the predicted values of NRCS-CN methods and its three modifications using statistical significance tests. It was found that using all the rainfall data for different antecedent moisture conditions (AMCs), the modified CN I performed the best (R-2 = 0.92; E = 0.89), followed by the modified CN III method (R-2 = 0.88; E = 0.87), while the modified CN II (R-2 = 0.42; E = 0.36) failed to predict accurately the surface runoff from the Banha watershed. Moreover, under AMC-based conditions, the modified CN I method also performed the best (R-2 = 0.95; E = 0.95) for the AMC II condition, while the modified CN II performed the worst under all the AMC conditions. Overall, it was observed that the application of the modified CN I method in the ungauged watersheds that are hydrologically similar to the Banha watershed would result in an accurate surface runoff estimation. (c) 2008 IAgrE. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:137 / 146
页数:10
相关论文
共 26 条
  • [1] Bhuyan SJ, 2003, T ASAE, V46, P303, DOI 10.13031/2013.12981
  • [2] Bhuyan SJ, 2001, SOIL EROSION RESEARCH FOR THE 21ST CENTURY, PROCEEDINGS, P287
  • [3] Chattopadhyay GS, 2006, APPL GIS REMOTE SENS
  • [4] Chow T.V., 1988, APPL HYDROLOGY
  • [5] DE JQ, 2005, COMPUT GEOSCI, V31, P1270
  • [6] GEETHA K, 2005, RECENT ADV WATER RES, P477
  • [7] JAMES ID, 1982, HYDROLOGICAL MODELIN, P215
  • [8] Interfacing GIS with water resource models: A state-of-the-art review
    Martin, PH
    LeBoeuf, EJ
    Dobbins, JP
    Daniel, EB
    Abkowitz, MD
    [J]. JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION, 2005, 41 (06): : 1471 - 1487
  • [9] Mishra S. K., 2002, Acta Geophysica Polonica, V50, P457
  • [10] Field applicability of the SCS-CN-based Mishra-Singh general model and its variants
    Mishra, SK
    Jain, MK
    Bhunya, PK
    Singh, VP
    [J]. WATER RESOURCES MANAGEMENT, 2005, 19 (01) : 37 - 62