第一届未来大气科学论坛

Under global warming, summer precipitation over East China was projected to increase by current state-of-the-art climate models, but large inter-model spread exists. Here we try to reduce the projection uncertainty by imposing constraints. Our procedure consists of firstly decomposing the projected future precipitation into inter-model principal components. The two leading modes (region-wide uniform monopole and north-south dipole, accounting for 55% of variability), by emergent constraints, are then linked to the simulation of historical precipitation in the northwest Pacific and the tropical Pacific (constraining areas). This allows us to reduce the uncertainties by 23% and obtain a smaller increase of projected precipitation in East China, relative to previous multi-model ensemble projections. Quasi-uniform increases, although weak, are obtained for the first mode, while the second mode shows a contrast pattern with decrease in the south and increase in the north, which both contribute to the spatial structure of constrainted projection. It is also shown that the emergent relations of both modes are physically consistent, with an enhancement of future zonal land-sea thermal contrast and a La Niña-like pattern, respectively. The use of emergent constraints inspires more confidence in the future regional precipitation projection, and helps policymakers and stakeholders adjust their management policies.
 

Regional Precipitation, Constrained Projection