1. Forecast skill of the Indian monsoon and its onset in the ECMWF seasonal forecasting system 5 (SEAS5).
- Author
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Chevuturi, Amulya, Turner, Andrew G., Johnson, Stephanie, Weisheimer, Antje, Shonk, Jonathan K. P., Stockdale, Timothy N., and Senan, Retish
- Subjects
MONSOONS ,FORECASTING ,ABILITY ,CLIMATOLOGY ,LONG-range weather forecasting ,TREND analysis - Abstract
Accurate forecasting of variations in Indian monsoon precipitation and progression on seasonal time scales remains a challenge for prediction centres. We examine prediction skill for the seasonal-mean Indian summer monsoon and its onset in the European Centre for Medium-Range Weather Forecasts (ECMWF) seasonal forecasting system 5 (SEAS5). We analyse summer hindcasts initialised on 1st of May, with 51 ensemble members, for the 36-year period of 1981โ2016. We evaluate the hindcasts against the Global Precipitation Climatology Project (GPCP) precipitation observations and the ECMWF reanalysis 5 (ERA5). The model has significant skill at forecasting dynamical features of the large-scale monsoon and local-scale monsoon onset tercile category one month in advance. SEAS5 shows higher skill for monsoon features calculated using large-scale indices compared to those at smaller scales. Our results also highlight possible model deficiencies in forecasting the all India monsoon rainfall. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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