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results/phase5_sensitivity_summary.txt

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+# Phase 5 Sensitivity Analysis Summary
+# Generated: 2026-01-27 12:47:04
+# Script: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/scripts/t26_sensitivity_analysis_20260127_200000.py
+# Integrity Check: PASSED
+
+N_samples: 1810
+N_env_variables: 24
+N_bio_targets: 3
+Latent_dim: 32
+N_folds: 6
+Perturbation: +/- 1 SD (raw space)
+
+SENSITIVITY RANKING BY LATENT SPACE L2 DISPLACEMENT
+============================================================
+  # 1  bathymetry_m               L2=0.8891  chl-a_rank=1
+  # 2  solar_rad_mj_m2            L2=0.6716  chl-a_rank=3
+  # 3  sst_range_c                L2=0.5492  chl-a_rank=18
+  # 4  modis_sst_mean_c           L2=0.5414  chl-a_rank=2
+  # 5  rrs_443                    L2=0.5108  chl-a_rank=5
+  # 6  rrs_555                    L2=0.5080  chl-a_rank=20
+  # 7  sst_max_c                  L2=0.5010  chl-a_rank=6
+  # 8  rrs_469                    L2=0.4924  chl-a_rank=8
+  # 9  rrs_645                    L2=0.4644  chl-a_rank=9
+  #10  rrs_412                    L2=0.4580  chl-a_rank=4
+  #11  sst_min_c                  L2=0.4563  chl-a_rank=15
+  #12  distance_to_coast_km       L2=0.4484  chl-a_rank=12
+  #13  air_temp_range_c           L2=0.4422  chl-a_rank=21
+  #14  rrs_667                    L2=0.4421  chl-a_rank=11
+  #15  rrs_547                    L2=0.4360  chl-a_rank=17
+  #16  air_temp_max_c             L2=0.4215  chl-a_rank=22
+  #17  air_temp_min_c             L2=0.4209  chl-a_rank=10
+  #18  rrs_488                    L2=0.4126  chl-a_rank=7
+  #19  elevation_m                L2=0.4083  chl-a_rank=23
+  #20  precip_mean_mm             L2=0.4017  chl-a_rank=13
+  #21  rrs_531                    L2=0.4008  chl-a_rank=16
+  #22  rrs_678                    L2=0.4003  chl-a_rank=19
+  #23  sst_mean_c                 L2=0.3998  chl-a_rank=14
+  #24  air_temp_mean_c            L2=0.3813  chl-a_rank=24
+
+TOP-5 MOST SENSITIVE VARIABLES (LATENT SPACE):
+  bathymetry_m: L2=0.8891
+    chl_mean_mg_m3: abs_delta=0.420274, abs_pct=43.78%
+    poc_mean_mg_m3: abs_delta=48.749703, abs_pct=53.55%
+    nflh_mean: abs_delta=0.006535, abs_pct=7.14%
+  solar_rad_mj_m2: L2=0.6716
+    chl_mean_mg_m3: abs_delta=0.292494, abs_pct=37.81%
+    poc_mean_mg_m3: abs_delta=31.833777, abs_pct=46.52%
+    nflh_mean: abs_delta=0.003976, abs_pct=5.01%
+  sst_range_c: L2=0.5492
+    chl_mean_mg_m3: abs_delta=0.078112, abs_pct=36.71%
+    poc_mean_mg_m3: abs_delta=4.071014, abs_pct=24.96%
+    nflh_mean: abs_delta=0.004081, abs_pct=5.71%
+  modis_sst_mean_c: L2=0.5414
+    chl_mean_mg_m3: abs_delta=0.296633, abs_pct=36.93%
+    poc_mean_mg_m3: abs_delta=30.575024, abs_pct=37.08%
+    nflh_mean: abs_delta=0.006341, abs_pct=7.75%
+  rrs_443: L2=0.5108
+    chl_mean_mg_m3: abs_delta=0.252866, abs_pct=19.34%
+    poc_mean_mg_m3: abs_delta=30.197152, abs_pct=40.05%
+    nflh_mean: abs_delta=0.007242, abs_pct=9.01%
+
+TOP-5 MOST SENSITIVE VARIABLES (CHL-A PRODUCTIVITY):
+  bathymetry_m: abs_delta_chla=0.420274, abs_pct=43.78%
+  modis_sst_mean_c: abs_delta_chla=0.296633, abs_pct=36.93%
+  solar_rad_mj_m2: abs_delta_chla=0.292494, abs_pct=37.81%
+  rrs_412: abs_delta_chla=0.265271, abs_pct=48.73%
+  rrs_443: abs_delta_chla=0.252866, abs_pct=19.34%
+
+OCEANOGRAPHIC CONTEXT:
+  SST/Temperature: L2 ranks = [23, 7, 11, 3, 4, 24, 16, 17, 13], mean rank = 13.1
+  Light/Radiation: L2 ranks = [2], mean rank = 2.0
+  Geographic/Physical: L2 ranks = [19, 1, 12], mean rank = 10.7
+  Precipitation: L2 ranks = [20], mean rank = 20.0
+  Remote Sensing Reflectance: L2 ranks = [10, 5, 8, 18, 21, 15, 6, 9, 14, 22], mean rank = 12.8