Climate
Investigating climate, weather, and Earth system data
Cerrado Precipitation & VegetationCorrelates 24 years of CHIRPS precipitation against MODIS NDVI across Brazil's Cerrado biome, finding a delayed vegetation response to rainfall, evidence of ecological memory in the biome.
PythonPrecipitationVegetation
ENSO Seasonal ForecastingCNN + Ridge + RF ensemble that forecasts the El Niño–Southern Oscillation from tropical Pacific sea surface temperature anomalies. Achieves Pearson correlation 0.94 at 1-month lead, degrading to 0.65 at 6-month lead.
PythonENSOSST
Climate Downscaling with a ResNetTrained a ResNet to downscale ERA5 2m temperature from 5.625° to 2.8125° resolution. Test RMSE 3.64K, Pearson correlation 0.989.
PythonSSTDeep Learning