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Data for "A Library of Large-eddy Simulations Forced by Global Climate Models"

https://doi.org/10.22002/D1.20052

Shen, Zhaoyi ( January 2022 , Unknown)

This dataset provides LES data in the paper "A Library of Large-eddy Simulations Forced by Global Climate Models". The naming convention of the netcdf files is Stats.cfsite[sitenumber]_[gcm]_[experiment]_2004-2008.[month].nc. Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_zhaoyi_v2/
Stats.cfsite10_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite10_CNRM-CM5_amip4K_2004-2008.04.nc Download
Stats.cfsite10_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite10_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite10_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite10_CNRM-CM5_amip_2004-2008.04.nc Download
Stats.cfsite10_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite10_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite10_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite10_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite10_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite10_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite10_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite10_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite10_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite10_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite10_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite10_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite10_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite10_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite10_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite10_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite10_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite10_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite11_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite11_CNRM-CM5_amip4K_2004-2008.04.nc Download
Stats.cfsite11_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite11_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite11_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite11_CNRM-CM5_amip_2004-2008.04.nc Download
Stats.cfsite11_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite11_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite11_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite11_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite11_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite11_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite11_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite11_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite11_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite11_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite11_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite11_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite11_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite11_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite11_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite11_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite11_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite11_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite12_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite12_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite12_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite12_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite12_CNRM-CM5_amip_2004-2008.04.nc Download
Stats.cfsite12_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite12_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite12_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite12_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite12_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite12_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite12_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite12_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite12_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite12_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite12_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite12_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite12_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite12_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite12_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite12_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite12_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite12_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite13_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite13_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite13_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite13_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite13_CNRM-CM5_amip_2004-2008.04.nc Download
Stats.cfsite13_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite13_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite13_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite13_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite13_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite13_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite13_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite13_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite13_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite13_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite13_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite13_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite13_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite13_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite13_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite13_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite13_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite13_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite14_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite14_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite14_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite14_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite14_CNRM-CM5_amip_2004-2008.04.nc Download
Stats.cfsite14_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite14_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite14_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite14_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite14_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite14_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite14_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite14_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite14_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite14_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite14_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite14_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite14_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite14_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite14_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite14_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite14_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite14_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite15_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite15_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite15_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite15_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite15_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite15_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite15_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite15_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite15_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite15_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite15_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite15_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite15_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite16_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite16_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite17_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite17_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite17_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite17_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite17_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite17_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite17_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite17_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite17_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite17_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite17_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite17_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite17_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite17_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite17_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite17_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite18_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite18_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite18_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite18_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite18_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite18_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite18_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite18_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite18_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite18_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite18_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite18_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite18_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite18_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite18_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite18_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite19_CNRM-CM5_amip4K_2004-2008.04.nc Download
Stats.cfsite19_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite19_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite19_CNRM-CM5_amip_2004-2008.04.nc Download
Stats.cfsite19_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite19_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite19_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite19_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite19_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite19_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite19_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite19_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite19_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite19_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite19_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite19_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite19_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite19_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite19_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite19_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite20_CNRM-CM5_amip4K_2004-2008.04.nc Download
Stats.cfsite20_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite20_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite20_CNRM-CM5_amip_2004-2008.04.nc Download
Stats.cfsite20_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite20_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite20_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite20_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite20_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite20_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite20_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite20_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite20_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite20_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite20_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite20_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite20_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite20_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite20_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite20_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite21_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite21_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite21_CNRM-CM5_amip4K_2004-2008.10.nc Download
Stats.cfsite21_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite21_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite21_CNRM-CM5_amip_2004-2008.10.nc Download
Stats.cfsite21_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite21_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite21_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite21_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite21_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite21_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite21_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite21_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite21_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite21_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite21_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite21_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite21_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite21_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite21_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite21_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite22_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite22_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite22_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite22_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite22_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite22_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite22_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite22_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite22_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite22_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite22_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite22_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite22_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite22_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite22_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite22_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite22_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite22_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite22_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite22_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite23_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite23_CNRM-CM5_amip4K_2004-2008.07.nc Download
Stats.cfsite23_CNRM-CM5_amip_2004-2008.01.nc Download
Stats.cfsite23_CNRM-CM5_amip_2004-2008.07.nc Download
Stats.cfsite23_CNRM-CM6-1_amip4K_2004-2008.01.nc Download
Stats.cfsite23_CNRM-CM6-1_amip4K_2004-2008.04.nc Download
Stats.cfsite23_CNRM-CM6-1_amip4K_2004-2008.07.nc Download
Stats.cfsite23_CNRM-CM6-1_amip4K_2004-2008.10.nc Download
Stats.cfsite23_CNRM-CM6-1_amip_2004-2008.01.nc Download
Stats.cfsite23_CNRM-CM6-1_amip_2004-2008.04.nc Download
Stats.cfsite23_CNRM-CM6-1_amip_2004-2008.07.nc Download
Stats.cfsite23_CNRM-CM6-1_amip_2004-2008.10.nc Download
Stats.cfsite23_HadGEM2-A_amip4K_2004-2008.01.nc Download
Stats.cfsite23_HadGEM2-A_amip4K_2004-2008.04.nc Download
Stats.cfsite23_HadGEM2-A_amip4K_2004-2008.07.nc Download
Stats.cfsite23_HadGEM2-A_amip4K_2004-2008.10.nc Download
Stats.cfsite23_HadGEM2-A_amip_2004-2008.01.nc Download
Stats.cfsite23_HadGEM2-A_amip_2004-2008.04.nc Download
Stats.cfsite23_HadGEM2-A_amip_2004-2008.07.nc Download
Stats.cfsite23_HadGEM2-A_amip_2004-2008.10.nc Download
Stats.cfsite2_CNRM-CM5_amip4K_2004-2008.01.nc Download
Stats.cfsite2_CNRM-CM5_amip4K_2004-2008.04.nc Download
Stats.cfsite2_CNRM-CM5_amip4K_2004-2008.07.nc Download
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Cite this record as:
Shen, Z. (2022). Data for "A Library of Large-eddy Simulations Forced by Global Climate Models" (Version 2.0) [Data set]. Unknown. https://doi.org/10.22002/D1.20052
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Large-eddy simulations with ClimateMachine v0.2.0: a new open-source code for atmospheric simulations on GPUs and CPUs

https://doi.org/10.5194/gmd-15-6259-2022

Sridhar, Akshay ; Tissaoui, Yassine ; Marras, Simone ; Shen, Zhaoyi ; Kawczynski, Charles ; Byrne, Simon ; Pamnany, Kiran ; Waruszewski, Maciej ; Gibson, Thomas H. ; Kozdon, Jeremy E. ; et al ( January 2022 , Geoscientific Model Development)

Abstract. We introduce ClimateMachine, a new open-source atmosphere modeling framework which uses the Julia language and is designed to be scalable on central processing units (CPUs) and graphics processing units (GPUs). ClimateMachine uses a common framework both for coarser-resolution global simulations and for high-resolution, limited-area large-eddy simulations (LESs). Here, we demonstrate the LES configuration of the atmosphere model in canonical benchmark cases and atmospheric flows using a total energy-conserving nodal discontinuous Galerkin (DG) discretization of the governing equations. Resolution dependence, conservation characteristics, and scaling metrics are examined in comparison with existing LES codes. They demonstrate the utility of ClimateMachine as a modeling tool for limited-area LES flow configurations.
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Full Text Available
Statistically Steady State Large‐Eddy Simulations Forced by an Idealized GCM: 1. Forcing Framework and Simulation Characteristics

https://doi.org/10.1029/2019MS001814

Shen, Zhaoyi ; Pressel, Kyle G. ; Tan, Zhihong ; Schneider, Tapio ( February 2020 , Journal of Advances in Modeling Earth Systems)
null (Ed.)
Full Text Available
Seasonal Cycle of Idealized Polar Clouds: Large Eddy Simulations Driven by a GCM

https://doi.org/10.1029/2021MS002671

Zhang, Xiyue ; Schneider, Tapio ; Shen, Zhaoyi ; Pressel, Kyle G. ; Eisenman, Ian ( January 2022 , Journal of Advances in Modeling Earth Systems)

Abstract
The uncertainty in polar cloud feedbacks calls for process understanding of the cloud response to climate warming. As an initial step toward improved process understanding, we investigate the seasonal cycle of polar clouds in the current climate by adopting a novel modeling framework using large eddy simulations (LES), which explicitly resolve cloud dynamics. Resolved horizontal and vertical advection of heat and moisture from an idealized general circulation model (GCM) are prescribed as forcing in the LES. The LES are also forced with prescribed sea ice thickness, but surface temperature, atmospheric temperature, and moisture evolve freely without nudging. A semigray radiative transfer scheme without water vapor and cloud feedbacks allows the GCM and LES to achieve closed energy budgets more easily than would be possible with more complex schemes. This enables the mean states in the two models to be consistently compared, without the added complications from interaction with more comprehensive radiation. We show that the LES closely follow the GCM seasonal cycle, and the seasonal cycle of low‐level clouds in the LES resembles observations: maximum cloud liquid occurs in late summer and early autumn, and winter clouds are dominated by ice in the upper troposphere. Large‐scale advection of moisture provides the main source of water vapor for the liquid‐containing clouds in summer, while a temperature advection peak in winter makes the atmosphere relatively dry and reduces cloud condensate. The framework we develop and employ can be used broadly for studying cloud processes and the response of polar clouds to climate warming.

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A Library of Large‐Eddy Simulations Forced by Global Climate Models

https://doi.org/10.1029/2021MS002631

Shen, Zhaoyi ; Sridhar, Akshay ; Tan, Zhihong ; Jaruga, Anna ; Schneider, Tapio ( March 2022 , Journal of Advances in Modeling Earth Systems)

Abstract
Advances in high‐performance computing have enabled large‐eddy simulations (LES) of turbulence, convection, and clouds. However, their potential to improve parameterizations in global climate models (GCMs) is only beginning to be harnessed, with relatively few canonical LES available so far. The purpose of this paper is to begin creating a public LES library that expands the training data available for calibrating and evaluating GCM parameterizations. To do so, we use an experimental setup in which LES are driven by large‐scale forcings from GCMs, which in principle can be used at any location, any time of year, and in any climate state. We use this setup to create a library of LES of clouds across the tropics and subtropics, in the present and in a warmer climate, with a focus on the transition from stratocumulus to shallow cumulus over the East Pacific. The LES results are relatively insensitive to the choice of host GCM driving the LES. Driven with large‐scale forcing under global warming, the LES simulate a positive but weak shortwave cloud feedback, adding to the accumulating evidence that low clouds amplify global warming.

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Spatially similar surface energy flux perturbations due to greenhouse gases and aerosols

https://doi.org/10.1038/s41467-018-05735-y

Persad, Geeta G. ; Ming, Yi ; Shen, Zhaoyi ; Ramaswamy, V. ( August 2018 , Nature Communications)

Abstract
Despite distinct geographic distributions of top-of-the-atmosphere radiative forcing, anthropogenic greenhouse gases and aerosols have been found to produce similar patterns of climate response in atmosphere-and-ocean coupled climate model simulations. Understanding surface energy flux changes, a crucial pathway by which atmospheric forcing is communicated to the ocean, is a vital bridge to explaining the similar full atmosphere-and-ocean responses to these disparate forcings. Here we analyze the fast, atmosphere-driven change in surface energy flux caused by present-day greenhouse gases vs aerosols to elucidate its role in shaping the subsequent slow, coupled response. We find that the surface energy flux response patterns achieve roughly two-thirds of the anti-correlation seen in the fully coupled response, driven by Rossby waves excited by symmetric changes to the land–sea contrast. Our results suggest that atmosphere and land surface processes are capable of achieving substantial within-hemisphere homogenization in the climate response to disparate forcers on fast, societally-relevant timescales.

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