{"action":"created","issue":{"url":"https://api.github.com/repos/StrikeNP/trac_test/issues/730","repository_url":"https://api.github.com/repos/StrikeNP/trac_test","labels_url":"https://api.github.com/repos/StrikeNP/trac_test/issues/730/labels{/name}","comments_url":"https://api.github.com/repos/StrikeNP/trac_test/issues/730/comments","events_url":"https://api.github.com/repos/StrikeNP/trac_test/issues/730/events","html_url":"https://github.com/StrikeNP/trac_test/issues/730","id":332199768,"node_id":"MDU6SXNzdWUzMzIxOTk3Njg=","number":730,"title":"Compare new SAM budgets and covariances with CLUBB for lba and arm_97 (Trac #730)","user":{"login":"StrikeNP","id":2577059,"node_id":"MDQ6VXNlcjI1NzcwNTk=","avatar_url":"https://avatars0.githubusercontent.com/u/2577059?v=4","gravatar_id":"","url":"https://api.github.com/users/StrikeNP","html_url":"https://github.com/StrikeNP","followers_url":"https://api.github.com/users/StrikeNP/followers","following_url":"https://api.github.com/users/StrikeNP/following{/other_user}","gists_url":"https://api.github.com/users/StrikeNP/gists{/gist_id}","starred_url":"https://api.github.com/users/StrikeNP/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/StrikeNP/subscriptions","organizations_url":"https://api.github.com/users/StrikeNP/orgs","repos_url":"https://api.github.com/users/StrikeNP/repos","events_url":"https://api.github.com/users/StrikeNP/events{/privacy}","received_events_url":"https://api.github.com/users/StrikeNP/received_events","type":"User","site_admin":false},"labels":[{"id":963997231,"node_id":"MDU6TGFiZWw5NjM5OTcyMzE=","url":"https://api.github.com/repos/StrikeNP/trac_test/labels/Migrated%20from%20Trac","name":"Migrated from Trac","color":"FFFFFF","default":false},{"id":963997516,"node_id":"MDU6TGFiZWw5NjM5OTc1MTY=","url":"https://api.github.com/repos/StrikeNP/trac_test/labels/clubb_src","name":"clubb_src","color":"FFFFFF","default":false},{"id":963997380,"node_id":"MDU6TGFiZWw5NjM5OTczODA=","url":"https://api.github.com/repos/StrikeNP/trac_test/labels/task","name":"task","color":"FFFFFF","default":false},{"id":964088481,"node_id":"MDU6TGFiZWw5NjQwODg0ODE=","url":"https://api.github.com/repos/StrikeNP/trac_test/labels/weberjk@uwm.edu","name":"weberjk@uwm.edu","color":"FFFFFF","default":false}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":{"url":"https://api.github.com/repos/StrikeNP/trac_test/milestones/20","html_url":"https://github.com/StrikeNP/trac_test/milestone/20","labels_url":"https://api.github.com/repos/StrikeNP/trac_test/milestones/20/labels","id":3423400,"node_id":"MDk6TWlsZXN0b25lMzQyMzQwMA==","number":20,"title":"Improve CLUBB's representation of deep convection","description":null,"creator":{"login":"StrikeNP","id":2577059,"node_id":"MDQ6VXNlcjI1NzcwNTk=","avatar_url":"https://avatars0.githubusercontent.com/u/2577059?v=4","gravatar_id":"","url":"https://api.github.com/users/StrikeNP","html_url":"https://github.com/StrikeNP","followers_url":"https://api.github.com/users/StrikeNP/followers","following_url":"https://api.github.com/users/StrikeNP/following{/other_user}","gists_url":"https://api.github.com/users/StrikeNP/gists{/gist_id}","starred_url":"https://api.github.com/users/StrikeNP/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/StrikeNP/subscriptions","organizations_url":"https://api.github.com/users/StrikeNP/orgs","repos_url":"https://api.github.com/users/StrikeNP/repos","events_url":"https://api.github.com/users/StrikeNP/events{/privacy}","received_events_url":"https://api.github.com/users/StrikeNP/received_events","type":"User","site_admin":false},"open_issues":7,"closed_issues":13,"state":"open","created_at":"2018-06-13T21:50:36Z","updated_at":"2018-06-15T20:47:41Z","due_on":null,"closed_at":null},"comments":87,"created_at":"2018-06-13T23:24:33Z","updated_at":"2018-06-16T02:39:02Z","closed_at":null,"author_association":"OWNER","body":"\n**Introduction**\n\nJustin has created diagnostics that output several new budgets and correlations from SAM.  Let's compare these to CLUBB.  The goal is to see where CLUBB is deficient.\n\nWe particularly want to focus on the transition from shallow to deep convection.\n\n**Technical spec**\n\nLet's simulate the lba and arm_97 cases, because those have periods of transition.  Let's output all available budgets from SAM and CLUBB, including budgets based on SAM variables and CLUBB variables.  Let's also output budgets from the Morrison microphysics.   We can look at the budgets in side-by-side plotgen plots.\n\nLet's also output all available moments, including covariances.  Let's overplot these in plotgen.  \n\n**Tests**\n\nSomehow we'll have to make sure that we're comparing apples to apples, i.e. that we're overplotting the same variables from CLUBB and SAM.  \n\nAttachments:\n\n[lba_clubb_and_sam_fields_and_budgets_by_period.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_clubb_and_sam_fields_and_budgets_by_period.maff)\n[storer_et_al_plots.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/storer_et_al_plots.maff)\n[clubb_case_budget_plots.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_case_budget_plots.maff)\n[CLUBB_SILHS_16384_pts.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/CLUBB_SILHS_16384_pts.maff)\n[lba_16384_cloud_weighted_sampling_scatter_chi_rr.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_16384_cloud_weighted_sampling_scatter_chi_rr.png)\n[scatter_chi_rr_180min_980m.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/scatter_chi_rr_180min_980m.png)\n[scatter_chi_rr_180min_1802m.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/scatter_chi_rr_180min_1802m.png)\n[scatter_chi_rr_180min_1802m_w_marginals.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/scatter_chi_rr_180min_1802m_w_marginals.png)\n[scatter_chi_rr_180min_921m_w_marginals.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/scatter_chi_rr_180min_921m_w_marginals.png)\n[rr_rcm_and_rr_terms_compare_120min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/rr_rcm_and_rr_terms_compare_120min.png)\n[rr_rcm_and_rr_terms_compare_180min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/rr_rcm_and_rr_terms_compare_180min.png)\n[clubb_sam_including_covars.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_sam_including_covars.maff)\n[joint_pdf_chi_w_715m_119min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/joint_pdf_chi_w_715m_119min.png)\n[joint_pdf_chi_w_1028m_179min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/joint_pdf_chi_w_1028m_179min.png)\n[joint_pdf_chi_w_1394m_179min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/joint_pdf_chi_w_1394m_179min.png)\n[joint_pdf_chi_w_2263m_179min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/joint_pdf_chi_w_2263m_179min.png)\n[double_gamma_reduce_c2rtthl.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/double_gamma_reduce_c2rtthl.maff)\n[double_gamma_compare.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/double_gamma_compare.png)\n[clubb_lba_prescribe_various_moments_fluxes.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_lba_prescribe_various_moments_fluxes.maff)\n[clubb_prescribe_wpthlp_wp2.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_prescribe_wpthlp_wp2.maff)\n[precribe_thlm_case_plots.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/precribe_thlm_case_plots.maff)\n[input_thlm_wp2_wpthlp_sep.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/input_thlm_wp2_wpthlp_sep.maff)\n[thlm_case_plots_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/thlm_case_plots_and_budgets.maff)\n[wp2_case_plots_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/wp2_case_plots_and_budgets.maff)\n[wpthlp_case_plots_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/wpthlp_case_plots_and_budgets.maff)\n[input_means_varce_covars_wnd_thl_rt_case_plots_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/input_means_varce_covars_wnd_thl_rt_case_plots_and_budgets.maff)\n[w_rr_1500m_224min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/w_rr_1500m_224min.png)\n[w_rr_2500m_224min.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/w_rr_2500m_224min.png)\n[RICO_w_rr_t4260_z1524.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/RICO_w_rr_t4260_z1524.png)\n[RICO_wprrp_t4260.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/RICO_wprrp_t4260.png)\n[compare_seifert_beheng.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/compare_seifert_beheng.maff)\n[compare_sb_kk_all_moments.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/compare_sb_kk_all_moments.maff)\n[sb_all_moments_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/sb_all_moments_case_and_budgets.maff)\n[kk_all_moments_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/kk_all_moments_case_and_budgets.maff)\n[input_fields_w_rain_beta_1p4_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/input_fields_w_rain_beta_1p4_case_and_budgets.maff)\n[PDFs_at_max_prc_t225.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/PDFs_at_max_prc_t225.png)\n[lba_middle_wprrp_input_fields.jpg](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_middle_wprrp_input_fields.jpg)\n[reduce_khm_and_rr_Nr_corr_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/reduce_khm_and_rr_Nr_corr_case_and_budgets.maff)\n[kk_warm_rain_physics_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/kk_warm_rain_physics_case_and_budgets.maff)\n[sam_no_breakup_morr_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/sam_no_breakup_morr_budgets.maff)\n[clubb_no_breakup_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_no_breakup_case_and_budgets.maff)\n[LBA.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/LBA.png)\n[ARM9707.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/ARM9707.png)\n[ARM_case1.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/ARM_case1.png)\n[sam_case1_warm_phase.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/sam_case1_warm_phase.maff)\n[clubb_arm_97_warm_phase.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_arm_97_warm_phase.maff)\n[180to260min_sigma2onmu2_fromSAMforNrandrr.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/180to260min_sigma2onmu2_fromSAMforNrandrr.png)\n[rainsinks_180to260minLBA_compareBestwithDiffsigma2mu2Ratios.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/rainsinks_180to260minLBA_compareBestwithDiffsigma2mu2Ratios.png)\n[lba_corrs_and_sigma2_on_mean2_rain.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_corrs_and_sigma2_on_mean2_rain.png)\n[sigma2_on_mu2_rr_t_259_different_thresholds.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/sigma2_on_mu2_rr_t_259_different_thresholds.png)\n[compare_domain_and_incloud_correlations_and_sigma2_on_mu2_for_diff_thresholds.pdf](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/compare_domain_and_incloud_correlations_and_sigma2_on_mu2_for_diff_thresholds.pdf)\n[overlay_in_out_cloud_correlations_and_covariances.pdf](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/overlay_in_out_cloud_correlations_and_covariances.pdf)\n[01152014_Clubb_Sep_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_Clubb_Sep_case_and_budgets.maff)\n[01152014_add_nr_and_rr_to_input_fld_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_add_nr_and_rr_to_input_fld_case_and_budgets.maff)\n[01152014_counter_gradient_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_counter_gradient_case_and_budgets.maff)\n[01152014_decrease_beta_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_decrease_beta_case_and_budgets.maff)\n[01152014_reduce_gamma_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_reduce_gamma_case_and_budgets.maff)\n[01152014_reduce_gamma_and_beta_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_reduce_gamma_and_beta_case_and_budgets.maff)\n[01152014_comp_mean_2_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_comp_mean_2_case_and_budgets.maff)\n[01162015_reduce_sigma2_on_mu2_rr.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01162015_reduce_sigma2_on_mu2_rr.maff)\n[01162015_increase_sigma2_on_mu2_Nr.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01162015_increase_sigma2_on_mu2_Nr.maff)\n[01162015_reduce_corr_rr_Nr.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01162015_reduce_corr_rr_Nr.maff)\n[01152014_SAM_case_and_budget_plots.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01152014_SAM_case_and_budget_plots.maff)\n[01192015_sam_clubb_rr_nr_reduce_corr.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01192015_sam_clubb_rr_nr_reduce_corr.png)\n[01192015_sam_clubb_rr_nr_sigma2_on_mu2_flip_newcorr.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01192015_sam_clubb_rr_nr_sigma2_on_mu2_flip_newcorr.png)\n[01192015_sam_clubb_rr_nr_orig.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01192015_sam_clubb_rr_nr_orig.png)\n[01192015_reduce_corr_rr_Nr_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01192015_reduce_corr_rr_Nr_case_and_budgets.maff)\n[01192015_flip_sigma2_on_mu2_reduce_corrs_case_and_budgets.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01192015_flip_sigma2_on_mu2_reduce_corrs_case_and_budgets.maff)\n[01202015_sam_clubb_rr_nr_joint_pdf_more_pts.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01202015_sam_clubb_rr_nr_joint_pdf_more_pts.png)\n[01202015_compare_sam_clubb_warm_rain_morr_budgets.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01202015_compare_sam_clubb_warm_rain_morr_budgets.png)\n[01202015_sam_clubb_rr_nr_joint_pdf_more_pts_decrease_varnce.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01202015_sam_clubb_rr_nr_joint_pdf_more_pts_decrease_varnce.png)\n[01202015_compare_sam_clubb_warm_rain_morr_budgets_decrease_varnce.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01202015_compare_sam_clubb_warm_rain_morr_budgets_decrease_varnce.png)\n[01212015_beta_1p4_chi_rr.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_beta_1p4_chi_rr.png)\n[01212015_compare_chi_hist.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_compare_chi_hist.png)\n[01212015_beta_1p4_morr_budgets.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_beta_1p4_morr_budgets.png)\n[20150121_beta_2p4_chi_rr.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/20150121_beta_2p4_chi_rr.png)\n[20150121_beta_2p4_morr_budgets.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/20150121_beta_2p4_morr_budgets.png)\n[01212015_corr_chi_eta_1_morr_budget.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_corr_chi_eta_1_morr_budget.png)\n[01212015_corr_chi_eta_p6_morr_budget.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_corr_chi_eta_p6_morr_budget.png)\n[01212015_corr_chi_eta_0_morr_budget.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_corr_chi_eta_0_morr_budget.png)\n[01212015_corr_chi_eta_m1_morr_budget.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_corr_chi_eta_m1_morr_budget.png)\n[01212015_corr_chi_eta_mp6_morr_budget.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01212015_corr_chi_eta_mp6_morr_budget.png)\n[01222015marginal_of_chi_beta_1p4.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01222015marginal_of_chi_beta_1p4.png)\n[01222015marginal_of_chi_beta_2p4.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01222015marginal_of_chi_beta_2p4.png)\n[01222015_compare_default_ice_latent_non_local.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01222015_compare_default_ice_latent_non_local.maff)\n[rico_compare_kk_morrison_lba_corrs.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/rico_compare_kk_morrison_lba_corrs.maff)\n[01302015_reduce_gamma_coef_test.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/01302015_reduce_gamma_coef_test.maff)\n[02022015_lba_sam_clubb_t_189_249_prc.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02022015_lba_sam_clubb_t_189_249_prc.png)\n[02022015_lba_sam_clubb_t_249_360_prc.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02022015_lba_sam_clubb_t_249_360_prc.png)\n[02022015_lba_sam_clubb_t_189_249_pra.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02022015_lba_sam_clubb_t_189_249_pra.png)\n[02032015_LBA_hist_lnrr_t_225_alt_2100m_input_fields_no_rain.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02032015_LBA_hist_lnrr_t_225_alt_2100m_input_fields_no_rain.png)\n[02032015_LBA_warm_rain_budgets_t_189_249_input_fields_no_rain.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02032015_LBA_warm_rain_budgets_t_189_249_input_fields_no_rain.png)\n[02032015_LBA_hist_lnrr_t_225_alt_2100m_input_fields_no_rain_increase_rrsigma2etc.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02032015_LBA_hist_lnrr_t_225_alt_2100m_input_fields_no_rain_increase_rrsigma2etc.png)\n[02032015_LBA_warm_rain_budgets_t_189_249_input_fields_no_rain_increase_rr_sigma2etc.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02032015_LBA_warm_rain_budgets_t_189_249_input_fields_no_rain_increase_rr_sigma2etc.png)\n[02032015_input_fields_norain_compare_control_and_incr_rrsigma2etc_case.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02032015_input_fields_norain_compare_control_and_incr_rrsigma2etc_case.maff)\n[02052015_clubb_warm_rain_budgets.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02052015_clubb_warm_rain_budgets.png)\n[02052015_clubb_warm_rain_budgets_incr_sigma2etc_from_1_to_4.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02052015_clubb_warm_rain_budgets_incr_sigma2etc_from_1_to_4.png)\n[02062015_prescribe_various_moments.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02062015_prescribe_various_moments.maff)\n[02112015_arm97_inputfields_first_event_warmrain_budgets.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02112015_arm97_inputfields_first_event_warmrain_budgets.png)\n[02112015_lba_prescribe_thl_thlp2_rt_rtp2_wp2_wp3_w_wo_rain.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02112015_lba_prescribe_thl_thlp2_rt_rtp2_wp2_wp3_w_wo_rain.maff)\n[02112015_joint_pdf_chi_rr_input_thlm_thlp2_rtm_rtp2_wp2_wp3_nrm_rrm.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02112015_joint_pdf_chi_rr_input_thlm_thlp2_rtm_rtp2_wp2_wp3_nrm_rrm.png)\n[02112015_lba_hist_chi_input_thlm_thlp2_rtm_rtp2_wp2_wp3_nrm_rrm.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02112015_lba_hist_chi_input_thlm_thlp2_rtm_rtp2_wp2_wp3_nrm_rrm.png)\n[02112015_lba_warmrain_input_thlm_thlp2_rtm_rtp2_wp2_wp3_nrm_rrm.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02112015_lba_warmrain_input_thlm_thlp2_rtm_rtp2_wp2_wp3_nrm_rrm.png)\n[joint_pdf_chi_rr.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/joint_pdf_chi_rr.png)\n[02112015_lba_hist_chi_input_thlm_thlp2_rtm_rtp2_wp2_wp3.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02112015_lba_hist_chi_input_thlm_thlp2_rtm_rtp2_wp2_wp3.png)\n[02112015_LBA_warmrain_input_thlm_thlp2_rtm_rtp2_wp2_wp3.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/02112015_LBA_warmrain_input_thlm_thlp2_rtm_rtp2_wp2_wp3.png)\n[clubb_moments_w_wo_rain_fluxes.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_moments_w_wo_rain_fluxes.maff)\n[clubb_moments_w_wo_rain_wpthlp.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_moments_w_wo_rain_wpthlp.maff)\n[clubb_moments_w_wo_rain_rtthlp.maff](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_moments_w_wo_rain_rtthlp.maff)\n[lba_clubb_moments_wprtp_wpthlp_rtpthlp_hist_chi.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_clubb_moments_wprtp_wpthlp_rtpthlp_hist_chi.png)\n[clubb_moments_wprtp_wpthlp_rtpthlp_lba_warmrain.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_moments_wprtp_wpthlp_rtpthlp_lba_warmrain.png)\n[lba_clubb_moments_rain_wprtp_wpthlp_rtpthlp_hist_chi.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_clubb_moments_rain_wprtp_wpthlp_rtpthlp_hist_chi.png)\n[clubb_moments_rain_wprtp_wpthlp_rtpthlp_lba_warmrain.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/clubb_moments_rain_wprtp_wpthlp_rtpthlp_lba_warmrain.png)\n[joint_pdf_chi_rr.2.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/joint_pdf_chi_rr.2.png)\n[phase_space_alpha_beta.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/phase_space_alpha_beta.png)\n[lba_default_hist_chi_1600m.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_default_hist_chi_1600m.png)\n[lba_default_hist_chi_1800m.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_default_hist_chi_1800m.png)\n[lba_default_hist_chi_2000m.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/lba_default_hist_chi_2000m.png)\n[LBA_rt_thl_z1953_t225.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/LBA_rt_thl_z1953_t225.png)\n[ADG1_ADG2_rt_LBA_225min_2000m.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/ADG1_ADG2_rt_LBA_225min_2000m.png)\n[ADG1_ADG2_thetal_LBA_225min_2000m.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/ADG1_ADG2_thetal_LBA_225min_2000m.png)\n[ADG2_lba_beta_3_hist_chi.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/ADG2_lba_beta_3_hist_chi.png)\n[ADG1_lba_beta_2p4_hist_chi.png](https://github.com/larson-group/trac_attachment_archive/blob/master/clubb/ADG1_lba_beta_2p4_hist_chi.png)\n\nMigrated from http://carson.math.uwm.edu/trac/clubb/ticket/730\n```json\n{\n    \"status\": \"closed\", \n    \"changetime\": \"2015-07-16T14:44:01\", \n    \"description\": \"\\n'''Introduction'''\\n\\nJustin has created diagnostics that output several new budgets and correlations from SAM.  Let's compare these to CLUBB.  The goal is to see where CLUBB is deficient.\\n\\nWe particularly want to focus on the transition from shallow to deep convection.\\n\\n'''Technical spec'''\\n\\nLet's simulate the lba and arm_97 cases, because those have periods of transition.  Let's output all available budgets from SAM and CLUBB, including budgets based on SAM variables and CLUBB variables.  Let's also output budgets from the Morrison microphysics.   We can look at the budgets in side-by-side plotgen plots.\\n\\nLet's also output all available moments, including covariances.  Let's overplot these in plotgen.  \\n\\n'''Tests'''\\n\\nSomehow we'll have to make sure that we're comparing apples to apples, i.e. that we're overplotting the same variables from CLUBB and SAM.  \", \n    \"reporter\": \"vlarson@uwm.edu\", \n    \"cc\": \"vlarson@uwm.edu, raut@uwm.edu, betlej@uwm.edu, bmg2@uwm.edu\", \n    \"resolution\": \"worksforme\", \n    \"_ts\": \"1437057841262487\", \n    \"component\": \"clubb_src\", \n    \"summary\": \"Compare new SAM budgets and covariances with CLUBB for lba and arm_97\", \n    \"priority\": \"major\", \n    \"keywords\": \"\", \n    \"time\": \"2014-08-22T20:01:20\", \n    \"milestone\": \"Improve CLUBB's representation of deep convection\", \n    \"owner\": \"weberjk@uwm.edu\", \n    \"type\": \"task\"\n}\n```\n"},"comment":{"url":"https://api.github.com/repos/StrikeNP/trac_test/issues/comments/397780737","html_url":"https://github.com/StrikeNP/trac_test/issues/730#issuecomment-397780737","issue_url":"https://api.github.com/repos/StrikeNP/trac_test/issues/730","id":397780737,"node_id":"MDEyOklzc3VlQ29tbWVudDM5Nzc4MDczNw==","user":{"login":"StrikeNP","id":2577059,"node_id":"MDQ6VXNlcjI1NzcwNTk=","avatar_url":"https://avatars0.githubusercontent.com/u/2577059?v=4","gravatar_id":"","url":"https://api.github.com/users/StrikeNP","html_url":"https://github.com/StrikeNP","followers_url":"https://api.github.com/users/StrikeNP/followers","following_url":"https://api.github.com/users/StrikeNP/following{/other_user}","gists_url":"https://api.github.com/users/StrikeNP/gists{/gist_id}","starred_url":"https://api.github.com/users/StrikeNP/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/StrikeNP/subscriptions","organizations_url":"https://api.github.com/users/StrikeNP/orgs","repos_url":"https://api.github.com/users/StrikeNP/repos","events_url":"https://api.github.com/users/StrikeNP/events{/privacy}","received_events_url":"https://api.github.com/users/StrikeNP/received_events","type":"User","site_admin":false},"created_at":"2018-06-16T02:39:02Z","updated_at":"2018-06-16T02:39:02Z","author_association":"OWNER","body":"**Trac update on 2014/10/01 at 02:11**\n**bmg2@uwm.edu commented:**\n\nReplying to [comment:51 raut@…]:\n> Replying to [comment:50 weberjk@…]:\n> > The points that are being plotted are simply the raw sample points, I think. Eric, correct me if I am wrong.  If that is true, would there be a way to plot the 'weighted' sample points? That is, the weighted points that CLUBB uses for the pdf? \n>\n> \n> I'm sorry; I didn't quite understand your question.\n> \n> The reason that the scatter plot is misleading if `l_lh_cloud_weighted_sampling = .true.` is that weighting will cause the sample points to move around. For example, even if `cloud_frac = 1%`, there would still faithfully be 50% of points in cloud. This is balanced out by the cloudy points having less weight, but a scatterplot doesn't model these weights.\n> \n> Is your question how to make the scatterplot be non-misleading even when `l_lh_cloud_weighted_sampling = .true.`? I don't know how to do this. It is hard to show weight in a scatterplot. Maybe you could make the higher-weight points bigger? Or draw angry red faces on them? :)\n> \n> But you could model the distribution accurately using a histogram, if you apply the weights to the points before counting up the points inside each bucket (though I don't know how you would obtain the weights; maybe they are included in one of the 2D output files). With enough sample points, this histogram would accurately represent the distribution regardless of the `l_lh_cloud_weighted_sampling` flag, I think.\n> \n> That probably didn't even come close to answering your question.\n\n\nHow about this kind of plot? ...\n\n\n"}}
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