### Southern Ocean Monthly Climatology ### Data downloaded from https://doi.org/10.25959/M0S0-V722 on 2026-08-16 Yamazaki, K., Bindoff, N., Phillips, H., Nikurashin, M., Herraiz-Borreguero, L., & Spence, P. (2025). Southern Ocean Monthly Climatology [Data set]. Institute for Marine and Antarctic Studies. https://doi.org/10.25959/M0S0-V722 ### Processing steps: 1. Download Yamazaki_SO-Monthly-Climatology_v20240604.nc and Yamazaki_SO-Monthly-Climatology_v20240604_MLD.nc from https://doi.org/10.25959/M0S0-V722 and file in cwd/input 2. Run 02_extract_mixedLayer_tifs.py from cwd * Extract monthly mixed-layer depth, temperature and salinity climatologies, calculate annual mean and standard deviation bands * Reproject to EPSG:3031 (bilinear resampling), set NoData to -9999, output as COGs 3. Run 03_extract_depth_tifs.py from cwd * Extract monthly temperature and salinity mean and standard deviation bands at selected depths * Reproject to EPSG:3031 (bilinear resampling), set NoData to -9999, output as COGs 4. Run 04_extract_bottom_climatology.py from cwd * Extract monthly bottom-water temperature and salinity using the deepest common valid depth at each pixel, and calculate annual mean and standard deviation bands * Reproject to EPSG:3031 (bilinear resampling), mask seabed deeper than 2000 m using IBCSO, set NoData to -9999, output as COGs