Empirical Scientific Evaluation: Out-of-sample verification framework against IMD observations.
DEMO DATA — ILLUSTATIVE BENCHMARK
CONTINUOUS & CATEGORICAL METRICS
BIAS CORRECTION BENCHMARK
NWP Bias Correction & Skewed Distribution Handling
Evaluating Raw NWP vs Global Conventional Correction vs ATMOS with two-part hurdle modeling.
OUT-OF-SAMPLE BENCHMARKS
Comprehensive Multi-Condition Verification
Quantitative benchmarks across continuous, categorical, probabilistic, and spatial verification metrics.