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results/alphaearth_coverage_report.txt

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+# AlphaEarth Embedding Integration Report
+# Provenance:
+#   Script: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/scripts/t05_alphaearth_integration_20260127_120000.py
+#   Input AE: /media/drn2/External/TARA-Oceans/PythiaTIfreeLA4SR_TARA/alphaearth_embeddings_gee_pfam_20260124_175558.tsv
+#   Input Meta: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/data/consolidated_metadata.tsv
+#   Input IDs: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/data/consolidated_sample_ids.npy
+#   Date: 2026-01-27 09:17:34
+#   Integrity Check: PASSED
+
+SUMMARY
+=======
+Total consolidated samples: 1810
+AlphaEarth coverage: 995 / 1810 (55.0%)
+Uncovered (all-NaN): 815 / 1810 (45.0%)
+Partial NaN rows: 0 (binary coverage -- complete or empty)
+Embedding dimensions: 64 (A00-A63)
+
+PER-BASIN COVERAGE
+==================
+  Arctic              :   13 /   38 ( 34.2%)
+  Atlantic            :  368 /  644 ( 57.1%)
+  Indian              :   77 /  195 ( 39.5%)
+  Mediterranean       :  242 /  242 (100.0%)
+  Pacific             :  277 /  617 ( 44.9%)
+  Red_Sea             :    4 /   24 ( 16.7%)
+  Southern            :   14 /   50 ( 28.0%)
+
+EMBEDDING STATISTICS (995 covered samples)
+==========================================
+  Value range: [-0.4550, 0.4444]
+  Per-dim mean range: [-0.1589, 0.1896]
+  Per-dim std range: [0.0677, 0.1859]
+  Degenerate dims (std < 1e-8): 0
+
+IMPLICATIONS FOR MODELING
+========================
+- 55% coverage means AlphaEarth can serve as primary features
+- Majority coverage (995/1810) enables AlphaEarth as a standard feature set
+- Fully covered basins: Mediterranean
+
+OUTPUT FILES
+============
+  alphaearth_aligned.npy: (1810 x 64) float64, NaN for uncovered samples
+  alphaearth_mask.npy: (1810,) boolean, True where AE available
+