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@Huang-Group-UMICH

Huang-Group-UMICH

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CESM-cloud-radiative-kernels_CAM5_broadband

This repository contains monthly longwave and shortwave broadband cloud radiative kernels (bCRKs) derived from 10 years of 3-hourly CESM1.2.2 CAM5 AMIP simulations.

CESM-with-realistic-surface-spectral-emissivity

This repository contains the CESM2.1.1 model with treatment of realistic surface spectral emissivity. Reference: Huang et al., Improved representation of surface spectral emissivity in a global climate model and its impact on simulated climate, J. Climate, 31(9), 3711-3727, doi:10.1175/JCLI-D-17-0125, 2018.

Solar_forecast_LSTM

This repository contains the code for GHI forecast in the paper: Chen, X., X. Huang, Y. Cai, H. Shen, and J. Lu, 2020: Intra-day forecast of ground horizontal irradiance using long short-term memory network (LSTM). J. Meteor. Soc. Japan, 98, https://doi.org/10.2151/jmsj.2020-048