Using Ensemble of Neural Networks to Learn Stochastic Convection Parameterizations for Climate and Numerical Weather Prediction Models from Data Simulated by a Cloud Resolving Model

Table 4

Bulk statistics for CLD and PREC outputs for CAM, CAM-NN, and pseudo-observations (PO).

	Mean	Standard deviation	Min	Max
PREC in mm/day
PO	9.22	11.24	0.	80.8
CAM-NN	8.50	8.14	0.	63.6
CAM	6.41	7.23	0.	43.5
CLD in fraction
PO	0.072	0.154	0.	1.00
CAM-NN	0.104	0.240	0.	1.00
CAM	0.159	0.256	0.	1.00