SlideShare una empresa de Scribd logo
1 de 10
Descargar para leer sin conexión
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

Más contenido relacionado

La actualidad más candente

Ta2.07 betemariam.capetown land health_shepherd _ betemariam1
Ta2.07 betemariam.capetown land health_shepherd _ betemariam1Ta2.07 betemariam.capetown land health_shepherd _ betemariam1
Ta2.07 betemariam.capetown land health_shepherd _ betemariam1Statistics South Africa
 
Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...
Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...
Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...Decision and Policy Analysis Program
 
Farming systems analysis and modelling in the Livestock Systems and Environm...
Farming systems analysis and modelling in the  Livestock Systems and Environm...Farming systems analysis and modelling in the  Livestock Systems and Environm...
Farming systems analysis and modelling in the Livestock Systems and Environm...ILRI
 
Using typologies for technology targeting
Using typologies for technology targetingUsing typologies for technology targeting
Using typologies for technology targetingafrica-rising
 
2 50000&1 webinar_ekodoma_230217
2 50000&1 webinar_ekodoma_2302172 50000&1 webinar_ekodoma_230217
2 50000&1 webinar_ekodoma_230217covenant7
 
Julian R - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...
Julian R  - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...Julian R  - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...
Julian R - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...Decision and Policy Analysis Program
 
Lwasa ews project poster2 1
Lwasa ews project poster2 1Lwasa ews project poster2 1
Lwasa ews project poster2 1cenafrica
 

La actualidad más candente (8)

Ta2.07 betemariam.capetown land health_shepherd _ betemariam1
Ta2.07 betemariam.capetown land health_shepherd _ betemariam1Ta2.07 betemariam.capetown land health_shepherd _ betemariam1
Ta2.07 betemariam.capetown land health_shepherd _ betemariam1
 
Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...
Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...
Metadata for the Global Evaluation Trial Repository of CCAFS and interoperabi...
 
Farming systems analysis and modelling in the Livestock Systems and Environm...
Farming systems analysis and modelling in the  Livestock Systems and Environm...Farming systems analysis and modelling in the  Livestock Systems and Environm...
Farming systems analysis and modelling in the Livestock Systems and Environm...
 
Using typologies for technology targeting
Using typologies for technology targetingUsing typologies for technology targeting
Using typologies for technology targeting
 
2 50000&1 webinar_ekodoma_230217
2 50000&1 webinar_ekodoma_2302172 50000&1 webinar_ekodoma_230217
2 50000&1 webinar_ekodoma_230217
 
Julian R - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...
Julian R  - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...Julian R  - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...
Julian R - Assessing the Impacts of Climate Change on SSAn and SEAn Agricult...
 
MT6702 Unit 4 Analysis of Data
MT6702 Unit 4 Analysis of DataMT6702 Unit 4 Analysis of Data
MT6702 Unit 4 Analysis of Data
 
Lwasa ews project poster2 1
Lwasa ews project poster2 1Lwasa ews project poster2 1
Lwasa ews project poster2 1
 

Similar a How Subseasonal to Seasonal Forecasts Drive Analytics in the Cattle Industry

Usda production estimates honig (1)
Usda production estimates honig (1)Usda production estimates honig (1)
Usda production estimates honig (1)AddisuBezabehAli
 
Comprehensive Risk Management
Comprehensive Risk ManagementComprehensive Risk Management
Comprehensive Risk ManagementUNDP Climate
 
Research + Private Sector Partnerships - Climate information for social and e...
Research + Private Sector Partnerships - Climate information for social and e...Research + Private Sector Partnerships - Climate information for social and e...
Research + Private Sector Partnerships - Climate information for social and e...UCAR - Atmospheric & Earth System Science
 
PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...
PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...
PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...NAP Events
 
Sustainable irrigation: the missing link in Africa’s green revolution
Sustainable irrigation: the missing link in Africa’s green revolutionSustainable irrigation: the missing link in Africa’s green revolution
Sustainable irrigation: the missing link in Africa’s green revolutionWater, Land and Ecosystems (WLE)
 
Climate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, Thailand
Climate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, ThailandClimate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, Thailand
Climate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, Thailandapaari
 
Tangible Approaches to Quantify Climate Change - APWA Conference
Tangible Approaches to Quantify Climate Change - APWA Conference Tangible Approaches to Quantify Climate Change - APWA Conference
Tangible Approaches to Quantify Climate Change - APWA Conference OHM Advisors
 
Monitoring & Evaluation of Climate Change Adaptation in the agriculture sectors
Monitoring & Evaluation of Climate Change Adaptation in the agriculture sectorsMonitoring & Evaluation of Climate Change Adaptation in the agriculture sectors
Monitoring & Evaluation of Climate Change Adaptation in the agriculture sectorsNAP Events
 
State of investment in integrated landscape management
State of investment in integrated landscape managementState of investment in integrated landscape management
State of investment in integrated landscape managementWorld Agroforestry (ICRAF)
 
GIS and agriculture
GIS and agricultureGIS and agriculture
GIS and agricultureMOHTISHIM CH
 
Crops yield estimation through remote sensing
Crops yield estimation through remote sensingCrops yield estimation through remote sensing
Crops yield estimation through remote sensingCIMMYT
 

Similar a How Subseasonal to Seasonal Forecasts Drive Analytics in the Cattle Industry (20)

Usda production estimates honig (1)
Usda production estimates honig (1)Usda production estimates honig (1)
Usda production estimates honig (1)
 
Session I hannah kim
Session I hannah kimSession I hannah kim
Session I hannah kim
 
Developing a Measurement and Evaluation Plan for RCPP
Developing a Measurement and Evaluation Plan for RCPPDeveloping a Measurement and Evaluation Plan for RCPP
Developing a Measurement and Evaluation Plan for RCPP
 
Daran Rudnick-NWC-Retreat-3-4-19
Daran Rudnick-NWC-Retreat-3-4-19Daran Rudnick-NWC-Retreat-3-4-19
Daran Rudnick-NWC-Retreat-3-4-19
 
Strategies to scale up demand driven climate and environmental services
Strategies to scale up demand driven climate and environmental servicesStrategies to scale up demand driven climate and environmental services
Strategies to scale up demand driven climate and environmental services
 
Comprehensive Risk Management
Comprehensive Risk ManagementComprehensive Risk Management
Comprehensive Risk Management
 
Webinar: Climate Services for Smallholder Farmers and Pastoralists in Africa
Webinar: Climate Services for Smallholder Farmers and Pastoralists in AfricaWebinar: Climate Services for Smallholder Farmers and Pastoralists in Africa
Webinar: Climate Services for Smallholder Farmers and Pastoralists in Africa
 
Towards climate-smart decision support systems in the Philippines
Towards climate-smart decision support systems in the PhilippinesTowards climate-smart decision support systems in the Philippines
Towards climate-smart decision support systems in the Philippines
 
Overview of the 2016 Annual Trends and Outlook Report (ATOR)
Overview of the 2016 Annual Trends and Outlook Report (ATOR)Overview of the 2016 Annual Trends and Outlook Report (ATOR)
Overview of the 2016 Annual Trends and Outlook Report (ATOR)
 
Research + Private Sector Partnerships - Climate information for social and e...
Research + Private Sector Partnerships - Climate information for social and e...Research + Private Sector Partnerships - Climate information for social and e...
Research + Private Sector Partnerships - Climate information for social and e...
 
PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...
PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...
PAGASA's Climate Products and Services for Risk Management and Adaptation Pla...
 
Sustainable irrigation: the missing link in Africa’s green revolution
Sustainable irrigation: the missing link in Africa’s green revolutionSustainable irrigation: the missing link in Africa’s green revolution
Sustainable irrigation: the missing link in Africa’s green revolution
 
Water Accounting Team and Reporting Framework
 Water Accounting Team and Reporting Framework Water Accounting Team and Reporting Framework
Water Accounting Team and Reporting Framework
 
Climate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, Thailand
Climate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, ThailandClimate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, Thailand
Climate Change vis-à-vis Underutilized Crops by Anshul Agrawal, RIMES, Thailand
 
Tangible Approaches to Quantify Climate Change - APWA Conference
Tangible Approaches to Quantify Climate Change - APWA Conference Tangible Approaches to Quantify Climate Change - APWA Conference
Tangible Approaches to Quantify Climate Change - APWA Conference
 
Monitoring & Evaluation of Climate Change Adaptation in the agriculture sectors
Monitoring & Evaluation of Climate Change Adaptation in the agriculture sectorsMonitoring & Evaluation of Climate Change Adaptation in the agriculture sectors
Monitoring & Evaluation of Climate Change Adaptation in the agriculture sectors
 
SIGSSA Initiative by Tim Williams, IWMI
SIGSSA Initiative by Tim Williams, IWMISIGSSA Initiative by Tim Williams, IWMI
SIGSSA Initiative by Tim Williams, IWMI
 
State of investment in integrated landscape management
State of investment in integrated landscape managementState of investment in integrated landscape management
State of investment in integrated landscape management
 
GIS and agriculture
GIS and agricultureGIS and agriculture
GIS and agriculture
 
Crops yield estimation through remote sensing
Crops yield estimation through remote sensingCrops yield estimation through remote sensing
Crops yield estimation through remote sensing
 

Más de UCAR - Atmospheric & Earth System Science

National Water Model: First Comprehensive Framework for Predicting Streamflow
National Water Model: First Comprehensive Framework for Predicting StreamflowNational Water Model: First Comprehensive Framework for Predicting Streamflow
National Water Model: First Comprehensive Framework for Predicting StreamflowUCAR - Atmospheric & Earth System Science
 
Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...
Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...
Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...UCAR - Atmospheric & Earth System Science
 
Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...
Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...
Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...UCAR - Atmospheric & Earth System Science
 
Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...
Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...
Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...UCAR - Atmospheric & Earth System Science
 

Más de UCAR - Atmospheric & Earth System Science (19)

Computer Modeling Capabilities + Challenges for Earth System Predictions
Computer Modeling Capabilities + Challenges for Earth System PredictionsComputer Modeling Capabilities + Challenges for Earth System Predictions
Computer Modeling Capabilities + Challenges for Earth System Predictions
 
The Role of the Oceans in Seamless Prediction, from Days to Seasons
The Role of the Oceans in Seamless Prediction, from Days to SeasonsThe Role of the Oceans in Seamless Prediction, from Days to Seasons
The Role of the Oceans in Seamless Prediction, from Days to Seasons
 
Advancing Weather Prediction to Address Critical Societal Needs
Advancing Weather Prediction to Address Critical Societal NeedsAdvancing Weather Prediction to Address Critical Societal Needs
Advancing Weather Prediction to Address Critical Societal Needs
 
Big Science, Big Data, and Big Computing for Advanced Hurricane Prediction
Big Science, Big Data, and Big Computing for Advanced Hurricane PredictionBig Science, Big Data, and Big Computing for Advanced Hurricane Prediction
Big Science, Big Data, and Big Computing for Advanced Hurricane Prediction
 
Science Enabling Industry: Federal Investment Propels the Economy
Science Enabling Industry: Federal Investment Propels the EconomyScience Enabling Industry: Federal Investment Propels the Economy
Science Enabling Industry: Federal Investment Propels the Economy
 
Wildfires past, present, and future
Wildfires past, present, and futureWildfires past, present, and future
Wildfires past, present, and future
 
Fire Modeling - Understanding Wildland Fires
Fire Modeling - Understanding Wildland FiresFire Modeling - Understanding Wildland Fires
Fire Modeling - Understanding Wildland Fires
 
Decision Support for Wildland Fire Management
Decision Support for Wildland Fire ManagementDecision Support for Wildland Fire Management
Decision Support for Wildland Fire Management
 
Transforming NOAA Water Prediction for a Water-Prepared Nation
Transforming NOAA Water Prediction for a Water-Prepared NationTransforming NOAA Water Prediction for a Water-Prepared Nation
Transforming NOAA Water Prediction for a Water-Prepared Nation
 
Community WRF-Hydro & Its Implementaton as the NOAA National Water Model
Community WRF-Hydro & Its Implementaton as the NOAA National Water ModelCommunity WRF-Hydro & Its Implementaton as the NOAA National Water Model
Community WRF-Hydro & Its Implementaton as the NOAA National Water Model
 
National Water Model: First Comprehensive Framework for Predicting Streamflow
National Water Model: First Comprehensive Framework for Predicting StreamflowNational Water Model: First Comprehensive Framework for Predicting Streamflow
National Water Model: First Comprehensive Framework for Predicting Streamflow
 
Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...
Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...
Water for Ecosystems & Society: Mutual Benefits of the National Water Model &...
 
Using National Water Model Results to Benefit Industry
Using National Water Model Results to Benefit IndustryUsing National Water Model Results to Benefit Industry
Using National Water Model Results to Benefit Industry
 
Research Frontiers in Space Weather, Part I
Research Frontiers in Space Weather, Part IResearch Frontiers in Space Weather, Part I
Research Frontiers in Space Weather, Part I
 
Research Frontiers in Space Weather, Part II
Research Frontiers in Space Weather, Part IIResearch Frontiers in Space Weather, Part II
Research Frontiers in Space Weather, Part II
 
Space Weather Prediction - Next Steps: An industry and military perspective
Space Weather Prediction - Next Steps: An industry and military perspectiveSpace Weather Prediction - Next Steps: An industry and military perspective
Space Weather Prediction - Next Steps: An industry and military perspective
 
Quick History and Notable Successes in Aviation Weather Safety
Quick History and Notable Successes in Aviation Weather SafetyQuick History and Notable Successes in Aviation Weather Safety
Quick History and Notable Successes in Aviation Weather Safety
 
Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...
Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...
Forecasting Changing Sea Ice Conditions, Months to Years in Advance - State o...
 
Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...
Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...
Challenges, Risks & Opportunities in a Changing Arctic Environment - State of...
 

Último

Botany 4th semester series (krishna).pdf
Botany 4th semester series (krishna).pdfBotany 4th semester series (krishna).pdf
Botany 4th semester series (krishna).pdfSumit Kumar yadav
 
American Type Culture Collection (ATCC).pptx
American Type Culture Collection (ATCC).pptxAmerican Type Culture Collection (ATCC).pptx
American Type Culture Collection (ATCC).pptxabhishekdhamu51
 
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 60009654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000Sapana Sha
 
Conjugation, transduction and transformation
Conjugation, transduction and transformationConjugation, transduction and transformation
Conjugation, transduction and transformationAreesha Ahmad
 
FAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and SpectrometryFAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and SpectrometryAlex Henderson
 
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Bookingroncy bisnoi
 
GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)Areesha Ahmad
 
Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.Silpa
 
Connaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verified
Connaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verifiedConnaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verified
Connaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verifiedDelhi Call girls
 
Forensic Biology & Its biological significance.pdf
Forensic Biology & Its biological significance.pdfForensic Biology & Its biological significance.pdf
Forensic Biology & Its biological significance.pdfrohankumarsinghrore1
 
Botany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdfBotany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdfSumit Kumar yadav
 
Pests of mustard_Identification_Management_Dr.UPR.pdf
Pests of mustard_Identification_Management_Dr.UPR.pdfPests of mustard_Identification_Management_Dr.UPR.pdf
Pests of mustard_Identification_Management_Dr.UPR.pdfPirithiRaju
 
Bacterial Identification and Classifications
Bacterial Identification and ClassificationsBacterial Identification and Classifications
Bacterial Identification and ClassificationsAreesha Ahmad
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Sérgio Sacani
 
Chemistry 4th semester series (krishna).pdf
Chemistry 4th semester series (krishna).pdfChemistry 4th semester series (krishna).pdf
Chemistry 4th semester series (krishna).pdfSumit Kumar yadav
 
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)Joonhun Lee
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​kaibalyasahoo82800
 
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxCOST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxFarihaAbdulRasheed
 
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts ServiceJustdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Servicemonikaservice1
 

Último (20)

Botany 4th semester series (krishna).pdf
Botany 4th semester series (krishna).pdfBotany 4th semester series (krishna).pdf
Botany 4th semester series (krishna).pdf
 
American Type Culture Collection (ATCC).pptx
American Type Culture Collection (ATCC).pptxAmerican Type Culture Collection (ATCC).pptx
American Type Culture Collection (ATCC).pptx
 
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 60009654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
9654467111 Call Girls In Raj Nagar Delhi Short 1500 Night 6000
 
Conjugation, transduction and transformation
Conjugation, transduction and transformationConjugation, transduction and transformation
Conjugation, transduction and transformation
 
FAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and SpectrometryFAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
FAIRSpectra - Enabling the FAIRification of Spectroscopy and Spectrometry
 
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Alandi Call Me 7737669865 Budget Friendly No Advance Booking
 
GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)GBSN - Microbiology (Unit 2)
GBSN - Microbiology (Unit 2)
 
Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.Proteomics: types, protein profiling steps etc.
Proteomics: types, protein profiling steps etc.
 
Clean In Place(CIP).pptx .
Clean In Place(CIP).pptx                 .Clean In Place(CIP).pptx                 .
Clean In Place(CIP).pptx .
 
Connaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verified
Connaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verifiedConnaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verified
Connaught Place, Delhi Call girls :8448380779 Model Escorts | 100% verified
 
Forensic Biology & Its biological significance.pdf
Forensic Biology & Its biological significance.pdfForensic Biology & Its biological significance.pdf
Forensic Biology & Its biological significance.pdf
 
Botany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdfBotany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdf
 
Pests of mustard_Identification_Management_Dr.UPR.pdf
Pests of mustard_Identification_Management_Dr.UPR.pdfPests of mustard_Identification_Management_Dr.UPR.pdf
Pests of mustard_Identification_Management_Dr.UPR.pdf
 
Bacterial Identification and Classifications
Bacterial Identification and ClassificationsBacterial Identification and Classifications
Bacterial Identification and Classifications
 
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
Discovery of an Accretion Streamer and a Slow Wide-angle Outflow around FUOri...
 
Chemistry 4th semester series (krishna).pdf
Chemistry 4th semester series (krishna).pdfChemistry 4th semester series (krishna).pdf
Chemistry 4th semester series (krishna).pdf
 
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
Feature-aligned N-BEATS with Sinkhorn divergence (ICLR '24)
 
Nanoparticles synthesis and characterization​ ​
Nanoparticles synthesis and characterization​  ​Nanoparticles synthesis and characterization​  ​
Nanoparticles synthesis and characterization​ ​
 
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptxCOST ESTIMATION FOR A RESEARCH PROJECT.pptx
COST ESTIMATION FOR A RESEARCH PROJECT.pptx
 
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts ServiceJustdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
Justdial Call Girls In Indirapuram, Ghaziabad, 8800357707 Escorts Service
 

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