Prediction of Atmospheric varibilities in North East India during Tropical Cyclones: Use of Numerical Weather Prediction Model and back propagation Artificial Neural Network (ANN)

The precurssive atmospheric features induced in temperature, precipitation and wind by cyclones generated at Bay of Bengal (BoB), are extracted by using numerical weather prediction model VARSHA. The track of the cyclones are also projected through wind circulation pattern from the model output. Further, back propagation Artificial Neural Network (ANN) technique is adopted for identifying predictive features in temperature for translation these information in forecasting precipitation over North East India. The reliability of both approaches are discussed.

[1]  Z. Pu,et al.  The Impact of Trmm Data on Mesoscale Numerical Simulation of Super Typhoon Paka , 2013 .

[2]  W. Lau,et al.  Observed recent trends in tropical cyclone rainfall over the North Atlantic and the North Pacific , 2012 .

[3]  N. Raja,et al.  ANN Approach for Weather Prediction using Back Propagation , 2012 .

[4]  Munindar P. Singh,et al.  Weather Forecasting Model using Artificial Neural Network , 2012 .

[5]  S. Santhosh Baboo,et al.  An Efficient Temperature Prediction System using BPN Neural Network , 2011 .

[6]  S. Santhosh Baboo,et al.  An Efficient Weather Forecasting System using Artificial Neural Network , 2010 .

[7]  Shuyi S. Chen,et al.  Effects of Vertical Wind Shear and Storm Motion on Tropical Cyclone Rainfall Asymmetries Deduced from TRMM , 2006 .

[8]  M. Kafatos,et al.  Changes in ocean properties associated with Hurricane Isabel , 2005 .

[9]  R. Gautam,et al.  Characteristics of meteorological parameters associated with Hurricane , 2005 .

[10]  J. Janowiak,et al.  CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution , 2004 .

[11]  A. Douglas,et al.  The role of eastern North Pacific tropical storms in the rainfall climatology of western Mexico , 2001 .

[12]  J. S. Godfrey,et al.  Coupled Ocean-Atmosphere Response Experiment (COARE): An interim report , 1998 .

[13]  U. Sinha Monsoon forecasting on parallel computers , 1994 .

[14]  J. Amorocho,et al.  Mathematical Models for the Simulation of Cyclonic Storm Sequences and Precipitation Fields , 1977 .

[15]  V. F. Dvorak Tropical Cyclone Intensity Analysis and Forecasting from Satellite Imagery , 1975 .