Daily rainfall forecasting using artificial neural networks for early warning of landslides

2014 ◽  
Author(s):  
S. Renuga Devi ◽  
C. Venkatesh ◽  
Pranay Agarwal ◽  
P. Arulmozhivarman
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Early Warning ◽  
Daily Rainfall ◽  
Rainfall Forecasting ◽  
Artificial Neural

scholarly journals Estimation of Rainfall from Climatology Data Using Artificial Neural Networks in Palembang City South Sumatera

2021 ◽  
Vol 930 (1) ◽  
pp. 012062
Author(s):  
E Suhartanto ◽  
S Wahyuni ◽  
K M Mufadhal
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Early Warning ◽  
Rainfall Data ◽  
Climatological Data ◽  
Data Requirement ◽  
Floods And Droughts ◽  
Artificial Neural

Abstract Estimation of climatological parameters, especially rainfall is a data requirement for all regions of Indonesia. The availability of rainfall data is used for early warning of flood or drought disasters. The study location is in Palembang City, South Sumatra Province, where floods and droughts often occur and lack of availability of rainfall data. This study aims to obtain the best model in estimating rainfall from climatological data. The analysis was carried out to estimate the rainfall from the climatological data using the Artificial Neural Networks method. The Artificial Neural Networks were applied and showed some results with the best calibration was at 16 years using TRAINLM with 1500 epochs that is the performances NSE = 0.54, RMSE = 99.37, and R = 0.74. Whereas the best validation was at 1 year that is the performances NSE = 0.41, RMSE = 87.32, and R = 0.65.

scholarly journals Artificial neural networks for daily rainfall—runoff modelling

2002 ◽  
Vol 47 (6) ◽  
pp. 865-877 ◽  
Author(s):  
M. P. RAJURKAR ◽  
U. C. KOTHYARI ◽  
U. C. CHAUBE
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Daily Rainfall ◽  
Rainfall Runoff ◽  
Artificial Neural

Rainfall forecasting by relevant attributes using artificial neural networks - a comparative study

2016 ◽  
Vol 3 (2) ◽  
pp. 111 ◽  
Author(s):  
Saroj Kr. Biswas ◽  
Leniency Marbaniang ◽  
Biswajit Purkayastha ◽  
Manomita Chakraborty ◽  
Heisnam Rohen Singh ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Comparative Study ◽  
Rainfall Forecasting ◽  
Artificial Neural
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