NECCTON Nitrate Emulator

ML-derived Surface Nitrate Bias Correction for the Northwest European Shelf (1993–2020)

Contents:

• model/auto.py — AutoKeras training
• expdir/files_tobe/pred_NO3_optm_1core.py — year-wise prediction (NetCDF)
• expdir/copy_run.sh — SLURM staging
• notebooks/ — baseline + demo
• environment.yml, LICENSE, CODEOWNERS, .github/workflows/ci.yml
• Create env with: conda env create -f environment.yml && conda activate neccton_no3