Datasets generated in the ConvAE-RF modelling of grain yield in the mid-lower Yangtze plains

formatted_grid.zip is the preprocessed input meteorological dataset to a ConvAE-RF model proposed by the author.

final_output.zip is 2016-2100 output yield projections from ScenarioMIP experiments SSP126, SSP245, SSP370 and SSP585 of 25 AMES NEX GDDP CMIP6 GCMs downscaled by Thrasher et al., 2022.

coldwave_order.csv contains 4 lists of 25 AMES NEX GDDP CMIP6 GCMs (one for each ScenarioMIP experiment) ranked according to mean coldwave frequency predicted in a unit area (0.25° * 0.25°) in the mid-lower Yangtze plain provinces.

heatwave_order.csv contains 4 lists of 25 AMES NEX GDDP CMIP6 GCMs (one for each ScenarioMIP experiment) ranked according to mean heatwave frequency predicted in a unit area (0.25° * 0.25°) in the mid-lower Yangtze plain provinces.

tmax_thr90.nc is 2d and records the threshold daily maximum temperature for each point on the spatial grid above which a day would be qualified as a heatwave candidate.

tmax_thr90.nc is 2d and records the threshold daily minimum temperature for each point on the spatial grid below which a day would be qualified as a coldwave candidate.

Please reference the README in this GitHub Repository for data usage.