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Please use this identifier to cite or link to this item: http://repository.iitr.ac.in/handle/123456789/18669
Title: Landuse change prediction and its impact on surface run-off using fuzzy C-mean, markov chain and curve number methods
Authors: Mondal A.
Khare, Deepak
Kundu S.
Mishra P.K.
Meena P.K.
Deep K.
Nagar A.
Pant M.
Bansal J.C.
Published in: Proceedings of Advances in Intelligent Systems and Computing
Abstract: The landuse change has considerable impact on the surface run-off of a catchment. With the changing landuse there is reduction in the initial abstraction which results in increasing run-off. This also has effect on future because of constant change in landuse due to urbanization. The Soil Conservation Service Curve Number (SCS-CN) model was used in the study for calculating run-off in a sub-catchment of Narmada River basin for the years 1990, 2000 and 2011 which was further validated with the observed data from the gauges. Stream flow of future for 2020 and 2030 was estimated by this method to observe the impact of landuse change on run-off. The landuse classification was done by Fuzzy C-Mean algorithm. The future landuse prediction for 2020 and 2030 was performed with the Markov Chain Model with 2011 validation. Future run-off was generated on the basis of changing landuse which shows increasing rate of run-off. © Springer India 2014.
Citation: Proceedings of Advances in Intelligent Systems and Computing, (2014), 365- 376
URI: https://doi.org/10.1007/978-81-322-1768-8_33
http://repository.iitr.ac.in/handle/123456789/18669
Issue Date: 2014
Publisher: Springer Verlag
Keywords: Fuzzy C-mean
Landuse change
Markov chain model
Prediction
Run-off
SCS curve number
ISBN: 9.79E+12
ISSN: 21945357
Author Scopus IDs: 56185631400
14060295600
56185410500
57201865282
56513694100
Author Affiliations: Mondal, A., Department of Water Resources Development and Management, Indian Institute of Technology, Roorkee, India
Khare, D., Department of Water Resources Development and Management, Indian Institute of Technology, Roorkee, India
Kundu, S., Department of Water Resources Development and Management, Indian Institute of Technology, Roorkee, India
Mishra, P.K., Water Resources Systems Division, National Institute of Hydrology, Roorkee, India
Meena, P.K., Department of Water Resources Development and Management, Indian Institute of Technology, Roorkee, India
Corresponding Author: Mondal, A.; Department of Water Resources Development and Management, Indian Institute of TechnologyIndia; email: arun.iirs@gmail.com
Appears in Collections:Conference Publications [WR]

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