Inicio  /  Atmósfera  /  Vol: 21 Núm: 3 Par: 0 (2008)  /  Artículo
ARTÍCULO
TITULO

Multi-model ensemble forecasting of rainfall over Indian monsoon region

S. K. ROY BHOWMIK    
V. R. DURAY    

Resumen

In the present study, a method is proposed for the ensemble forecasting of rainfall over the Indian monsoon region based on daily outputs of four operational numerical weather prediction (NWP) models in the short-range time scale (up to 48 hours). The method is applied to prepare 24 and 48 hours ensemble forecastings of rainfall in the test mode daily during the summer monsoon 2006, using the rainfall prediction of constituent models with the pre-assigned grid point weights. The prediction skill of the ensemble forecasts is examined against observations and corresponding outputs of each constituent model. The intercomparison reveals that the method is capable to improve the forecast by taking the strength of each constituent model. The method has the potential for operational application.  

 Artículos similares

       
 
Jingyun Zhang, Lingyu Xu and Baogang Jin    
The multi-model ensemble (MME) forecast for meteorological elements has been proved many times to be more skillful than the single model. It improves the forecast quality by integrating multiple sets of numerical forecast results with different spatial-t... ver más
Revista: Information

 
Tesfaye Dessu Geleta, Diriba Korecha Dadi, Chris Funk, Weyessa Garedew, Damilola Eyelade and Adefires Worku    
Projections of future climate change trends in four urban centers of southwest Ethiopia were examined under a high Representative Concentration Pathways (RCP8.5) scenario for near- (2030), mid- (2050), and long-term (2080) periods based on high-resolutio... ver más
Revista: Climate

 
Xuan Wu and Yafei Song    
In recent years, the presence of malware has been growing exponentially, resulting in enormous demand for efficient malware classification methods. However, the existing machine learning-based classifiers have high false positive rates and cannot effecti... ver más
Revista: Information

 
Amin Minaei, Sara Todeschini, Robert Sitzenfrei and Enrico Creaco    
Climate change increasingly is affecting every aspect of human life on the earth. Many regional climate models (RCMs) have so far been developed to carefully assess this important phenomenon on specific regions. In this study, ten RCMs captured from the ... ver más
Revista: Water

 
Kenji Taniguchi    
Future variations in the ocean wave climate caused by global warming could affect various coastal issues. Using a third-generation wave model, this study produced projections of the ocean wave climate for winter around Japan, focusing on the Japan Sea si... ver más