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New research in Scientific Reports finds that the El Niño-Southern Oscillation cycle predicts cacao harvests up to two years ahead. The method pairs machine learning with farmer-level yield data and could also apply to coffee and olives.
Better long-range crop forecasts reduce uncertainty for tropical tree crops, but the study has no immediate effect on feed commodity supply or prices.
alliancebioversityciat.orgApr 29, 2021After 2,467 past weather events, Corn moved a median +0.1% over 5 sessions (51% higher; middle half -1.5% to +1.7%), and +0.6% over 20.
After 1,964 past weather events, Soybeans moved a median +0.1% over 5 sessions (51% higher; middle half -1.7% to +1.8%), and +0.3% over 20.
After 1,773 past weather events, Wheat (SRW) moved a median +0.1% over 5 sessions (52% higher; middle half -1.5% to +2.1%), and +0.2% over 20.
After 361 past weather events, Palm Oil moved a median +0.0% over 5 sessions (51% higher; middle half -1.3% to +1.3%), and -0.2% over 20.
Moves of each commodity's benchmark from the last close before the event. Historical reads pool past events of the same kind; they describe what happened, not what will. Not investment advice.
