Monsoon
Overview
The PMP currently can be used to produce baseline metrics on the overall pattern and evolution of regional monsoons.
Spatial pattern
These pattern results are based on the work of Wang et al. (2011), examining the annual cycle of precipitation in observations and CMIP for six monsoon-related domains.
Temporal evolution
These evolution results are based on the work of Sperber and Annamalai (2014). Climatological pentads of precipitation in observations and CMIP5 for six monsoon-related domains (AIR: All-India Rainfall, AUS: Australian Monsoon, GoG: Gulf of Guinea, NAM: North American Monsoon, SAM: South American Monsoon, and Sahel). In the Northern Hemisphere the 73 climatological pentads run from January-December, while in the Southern Hemisphere the climatological pentads run from July-June. For each domain the precipitation is accumulated at each subsequent pentad and then divided by the total precipitation to give the fractional accumulation of precipitation as a function of pentad. Except for GoG, onset (decay) of monsoon occurs for a fractional accumulation of 0.2 (0.8). Between these fractional accumulations the accumulation of precipitation is nearly linear as the monsoon season progresses.
Demo
PMP demo Jupyter notebook (spatial pattern) (Wang et al. 2011)
PMP demo Jupyter notebook (temporal evolution) (Sperber and Annamalai 2014)
References
Wang, B., Kim, HJ., Kikuchi, K. et al. 2011. Diagnostic metrics for evaluation of annual and diurnal cycles. Clim Dyn 37, 941–955. https://doi.org/10.1007/s00382-010-0877-0
Sperber, K.R. and Annamalai, H., 2014. The use of fractional accumulated precipitation for the evaluation of the annual cycle of monsoons. Climate Dynamics, 43, 3219-3244, https://doi.org/10.1007/s00382-014-2099-3