Bias correction and statistical downscaling of ocean climate systems

One or more non-transitory computer-readable storage media storing instructions that, when executed by one or more processors, cause the one or more processors to perform a method, the method comprising:

• converting ocean climate data into one or more climatology components and one or more anomaly time series;
• training one or more bias correction techniques using the one or more anomaly time series;
• generating, using the one or more trained bias correction techniques, an anomaly projection of the ocean climate data onto a future time period;
• generating a climate projection for the future time period using the anomaly projection and the one or more climatology components;
• and
• causing a visual representation of the climate projection for a geographic region associated with the ocean climate data to be outputted.

A system, comprising:

• one or more processors;
• and
• memory storing instructions that, when executed by the one or more processors, cause the system to perform operations comprising:
• converting ocean climate data into one or more climatology components and one or more anomaly time series;
• training one or more downscaling models using the one or more anomaly time series;
• generating, using the one or more trained downscaling models, an anomaly projection of the ocean climate data onto a future time period;
• generating a climate projection for the future time period using the anomaly projection and the one or more climatology components;
• and
• causing a visual representation of the climate projection for a geographic region associated with the ocean climate data to be outputted.