spatiotemporal-autocorrelation

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1Popov / environmentally_stratified_ncv

Environmentally stratified spatiotemporal nested cross-validation - honest, leakage-robust performance estimates for spatially autocorrelated marine data; reproduces the paper's Black Sea dissolved-oxygen results.

lightgbm nested-cross-validation black-sea machine-learning-validation spatiotemporal-autocorrelation environmental-stratification oceanographic-modeling dissolved-oxygen-prediction

Updated Aug 27, 2026
MATLAB

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