Regional Flood Frequency Analysis Using Fuzzy c-Means Clustering Algorithm for West-Flowing Rivers in Kerala, India

2021 ◽  
Author(s):  
V. Jothiprakash ◽  
T. K. Drissia ◽  
A. B. Anitha
Keyword(s):  
Frequency Analysis ◽  
Clustering Algorithm ◽  
Flood Frequency ◽  
Flood Frequency Analysis ◽  
Fuzzy C Means ◽  
Regional Flood Frequency Analysis ◽  
Fuzzy C Means Clustering ◽  
Regional Flood Frequency

scholarly journals Regional flood frequency analysis of Tripura based on L-moment

2012 ◽  
Vol 4 (1) ◽  
pp. 36-41 ◽  
Author(s):  
Abhijit Bhuyan ◽  
Munindra Borah
Keyword(s):  
Frequency Analysis ◽  
Regional Growth ◽  
Growth Curves ◽  
Flood Frequency ◽  
Flood Frequency Analysis ◽  
Ungauged Catchments ◽  
Discharge Data ◽  
Pearson Type ◽  
Regional Flood Frequency Analysis ◽  
Regional Flood Frequency

The annual maximum discharge data of six gauging sites have been considered for L-moment based regional flood frequency analysis of Tripura, India. Homogeneity of the region has been tested based on heterogeneity measure (H) using method of L-moment. Based on heterogeneity measure it has been observed that the region consist of six gauging sites is homogeneous. Different probability distributions viz. Generalized extreme value (GEV), Generalized Logistic (GLO), Generalized Pareto (GPA), Generalized Normal (GNO), Pearson Type III (PE3) and Wakebay (WAK) have been considered for this investigation. PE3, GNO and GEV have been identified as the candidate distributions based on the L-moment ratio diagram and ZDIST -statistics criteria. Regional growth curves for three candidate distributions have been developed for gauged and ungauged catchments. Monte Carlo simulations technique has also been used to estimate accuracy of the estimated regional growth curves and quantiles. From simulation study it has been observed that PE3 distribution is the robust one.

scholarly journals Regionalization of Watersheds Using a Type of ANNs to Regional Flood Frequency Analysis

2017 ◽  
Vol 7 (14) ◽  
pp. 118-106
Author(s):  
Ali Ahani ◽  
Samad Emamgholizadeh ◽  
Seyyed Saeid Mousavi Nadoushani ◽  
Khalil Azhdari
Keyword(s):  
Frequency Analysis ◽  
Flood Frequency ◽  
Flood Frequency Analysis ◽  
Regional Flood Frequency Analysis ◽  
Regional Flood Frequency
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