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How Subseasonal to Seasonal Forecasts
Drive Analytics in the Cattle Industry
Hosted by the University Corporation for Atmospheric Research • April 24, 2018
Chad McNutt
Cofounder, Livestock Wx
THE OCEANS & FORECASTING • 2018
v Translate weather and climate
information for livestock producers
v Founded 2017
v Subseasonal to seasonal predictions can
play an important role in reducing cattle
producers’ exposure to weather and
climate variability
v Forecast value limited by the extent it can
be contextualized
Livestock Wx
THE OCEANS & FORECASTING • 2018
Subseasonal to Seasonal Forecasts
Driving Analytics
Drought in the Southern
Plains
Hurricane Harvey
THE OCEANS & FORECASTING • 2018
Grazing & Winter Wheat in Southern
Plains
THE OCEANS & FORECASTING • 2018
Winter Wheat Production & La Niña
THE OCEANS & FORECASTING • 2018
Standardized Precipitation Index Forecast
• Probabilistic forecasts of the
Standardized Precipitation Index
(SPI) based on monthly precipitation
predictions from 6 NMME models
• SPI is an important indicator,
computed on subseasonal to
interannual time scales
• Useful in both short-term and long-
term applications because different
time scales reflect different impacts
THE OCEANS & FORECASTING • 2018
Modeling Risk
Monthly Forecast
Demographic/production data
THE OCEANS & FORECASTING • 2018
Tactical Planning for Hurricane
Harvey
August 27, 2017 Dayton, TX
THE OCEANS & FORECASTING • 2018
“1.2 million head of cattle could be
affected by the storm”
THE OCEANS & FORECASTING • 2018
• Need sustained support of S2S efforts like the NMME
• Has real economic implications for ag sectors like the cattle industry
• Drought accelerating cattle supply
• Cattle Futures were up ~2.5% following Harvey’s landfall
• Two simple examples. S2S predictions could be extended to other
analytics, e.g.
• Seasonal forage growth
• Timing of pests and commercial pesticide pre-deployment
• Improved estimates of fed cattle carcass weights
Summary

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How Subseasonal to Seasonal Forecasts Drive Analytics in the Cattle Industry

  • 1. How Subseasonal to Seasonal Forecasts Drive Analytics in the Cattle Industry Hosted by the University Corporation for Atmospheric Research • April 24, 2018 Chad McNutt Cofounder, Livestock Wx
  • 2. THE OCEANS & FORECASTING • 2018 v Translate weather and climate information for livestock producers v Founded 2017 v Subseasonal to seasonal predictions can play an important role in reducing cattle producers’ exposure to weather and climate variability v Forecast value limited by the extent it can be contextualized Livestock Wx
  • 3. THE OCEANS & FORECASTING • 2018 Subseasonal to Seasonal Forecasts Driving Analytics Drought in the Southern Plains Hurricane Harvey
  • 4. THE OCEANS & FORECASTING • 2018 Grazing & Winter Wheat in Southern Plains
  • 5. THE OCEANS & FORECASTING • 2018 Winter Wheat Production & La Niña
  • 6. THE OCEANS & FORECASTING • 2018 Standardized Precipitation Index Forecast • Probabilistic forecasts of the Standardized Precipitation Index (SPI) based on monthly precipitation predictions from 6 NMME models • SPI is an important indicator, computed on subseasonal to interannual time scales • Useful in both short-term and long- term applications because different time scales reflect different impacts
  • 7. THE OCEANS & FORECASTING • 2018 Modeling Risk Monthly Forecast Demographic/production data
  • 8. THE OCEANS & FORECASTING • 2018 Tactical Planning for Hurricane Harvey August 27, 2017 Dayton, TX
  • 9. THE OCEANS & FORECASTING • 2018 “1.2 million head of cattle could be affected by the storm”
  • 10. THE OCEANS & FORECASTING • 2018 • Need sustained support of S2S efforts like the NMME • Has real economic implications for ag sectors like the cattle industry • Drought accelerating cattle supply • Cattle Futures were up ~2.5% following Harvey’s landfall • Two simple examples. S2S predictions could be extended to other analytics, e.g. • Seasonal forage growth • Timing of pests and commercial pesticide pre-deployment • Improved estimates of fed cattle carcass weights Summary