climate-analytics-lab / climate-analytics-lab/ClimateBench2

Tier II: Extended variables — OHC, surface fluxes, clouds, IWV

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Description

## Description
Implement scoring for extended (optional) Tier II variables.

## Variables and datasets
- **Ocean heat content** (0–100m, 0–2000m): Argo, Cheng et al., Levitus
- **Surface fluxes** (latent, sensible, LW, SW): CERES SYN, Ameriflux, BSRN, OceanSITES
- **Cloud properties** (LWP, cloud fraction, CTP): CERES, MODIS, CloudSat/CALIPSO, ISCCP
- **Integrated water vapor**: RSS, ERA5, radiosondes

## Specification
- Same CRPS/NRMSE/spatial correlation framework as core variables
- Optional but contributes additional credit to overall score

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