Add gcm driven calibration setup

CliMA · Jun 20, 2024 · 8365fd9 · 8365fd9
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commit 8365fd9
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diff --git a/calibration/experiments/gcm_driven_scm/Manifest.toml b/calibration/experiments/gcm_driven_scm/Manifest.toml
diff --git a/calibration/experiments/gcm_driven_scm/Project.toml b/calibration/experiments/gcm_driven_scm/Project.toml
@@ -0,0 +1,15 @@
+[deps]
+CairoMakie = "13f3f980-e62b-5c42-98c6-ff1f3baf88f0"
+ClimaAnalysis = "29b5916a-a76c-4e73-9657-3c8fd22e65e6"
+ClimaAtmos = "b2c96348-7fb7-4fe0-8da9-78d88439e717"
+ClimaCalibrate = "4347a170-ebd6-470c-89d3-5c705c0cacc2"
+ClimaCore = "d414da3d-4745-48bb-8d80-42e94e092884"
+Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
+EnsembleKalmanProcesses = "aa8a2aa5-91d8-4396-bcef-d4f2ec43552d"
+Insolation = "e98cc03f-d57e-4e3c-b70c-8d51efe9e0d8"
+Interpolations = "a98d9a8b-a2ab-59e6-89dd-64a1c18fca59"
+JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
+NCDatasets = "85f8d34a-cbdd-5861-8df4-14fed0d494ab"
+NetCDF = "30363a11-5582-574a-97bb-aa9a979735b9"
+TOML = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
+YAML = "ddb6d928-2868-570f-bddf-ab3f9cf99eb6"
diff --git a/calibration/experiments/gcm_driven_scm/experiment_config.yml b/calibration/experiments/gcm_driven_scm/experiment_config.yml
@@ -0,0 +1,12 @@
+prior: prior.toml
+ensemble_size: 10
+n_iterations: 2
+observations: obs_mean.jld2
+noise: obs_noise_cov.jld2
+output_dir: output/gcm_driven_scm
+y_var_names: [thetaa, hus, clw]
+dims : 180 # num vertical levels x num variables 
+y_t_start_sec : 475200.0 # 5.5 days (LES length = 6 days)
+y_t_end_sec : 518400.0 # 6.0 days 
+g_t_start_sec : 216000.0 # 2.5 days(SCM length = 3 days)
+g_t_end_sec : 259200.0 # 3 days