Datasets generated in the ConvAE-RF modelling of grain yield in the mid-lower Yangtze plains
收藏资源简介:
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.



