Digitization: The Next Revolution in Agriculture · 2020. 3. 2. · Green Revolution Advanced ......
Transcript of Digitization: The Next Revolution in Agriculture · 2020. 3. 2. · Green Revolution Advanced ......
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Digitization: The Next Revolution in Agriculture
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Dan Wright Monsanto CanadaCanada trait Launch Lead
Dec 16, 2015
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Challenges Facing Farmers
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Challenges Facing Production Agriculture
GROWINGmiddle class
1980 2050TODAY
4.4B
7.1B
9.6B+RISINGpopulation
RISINGanimal protein consumption
Source: http://esa.un.org/unpd/wpp
9%in 1965
14%in 2030
2B 4.9BSource: http://www.reuters.com/middle‐class‐infographic
Source: UN FAO Food Balance Sheet, World Health Organization Global and regional food consumption patterns and trends”
1 ACREper person in
1961
less than1/3 ACRE
per person in2050
DECLININGarable land
Source: The World Bank, Food and Agriculture Organization of the United Nations (FAO‐STAT), Monsanto Internal Calculations
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It’s a Digital World
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Digital Data Represents the Real World
Hybrid planted vs. yield
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Technology Advancement Enables Data Science
Source: Wikipedia.org, anandtech.com, Intel, CNET.com, processortimeline.info, thocp.net
75%drop in wireless
data transfer price in
the past 4 years
97% drop in price per gigabyte of storage
in the past 10 years
32xincrease in
computing power for the same cost
in the past 10 years
Electronic Circuits Wireless Data Transfer Data Storage
Source: Cisco (global wireless data use) and Statista (global carrier data revenue estimate)
Source: Wayback Machine (Statistic Brain)
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The Green Data Revolution
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Adoption of Technology Can Optimize Yields and Sustainability
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Source: USDA NASS, 2014
0
50
100
150
200
1924 1940s Late 1960s Late 1980s Late 90s toEarly 2000s
U.S. Corn Yields
Green Revolution
Advanced Breeding and Biotechnology
Green DataRevolution
(in bushels/acre)
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How Data Science Powers Digital Agriculture
Software Engineering
DataScience
Scientific Expertise
Statistics
Data Models Insights
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Complex In-Field Interactions Determine Yield Potential
Seed Genetics Weather
AgronomicPractices
Diseases Pests
Field Variables
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Capturing Data
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SoilNutrientsHydrologyMicrobiome
FieldPlanting dataHybrid performanceCrop Health─ Disease─ PestsCrop Growth StageHarvest data
AtmosphereWeather─ Current, historical and future─ Combination of weather radar and gauge data
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Data Science Delivered Through Digital Tools
Optimizing inputs… To maximize production
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Climate FieldViewTM in the US
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Climate FieldView Digital Ag Platform
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Fertility
Weather Field Data Collaboration
Field InsightsSeeds & PlantingVER
TIC
ALS
FOU
ND
ATI
ON
Data Visualization
CLIMATE DIGITAL PLATFORM
Data Science
Software Engineering
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Climate FieldView Overview
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Note: Images are for illustrative purposes only.
Weather and Scouting
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Seamless Data Connectivity
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Data visualization and connectivity
• Pulls data from the field into the cloud
• Enables the viewing of data in digital form as they pass through the field
Visualization Connectivity
• Digital field maps• Integrates field data
from multiple machines
• Syncs with multiple iPads® to share activities
• Remote View, text alerts, and email reports
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Note: Images are for illustrative purposes only.
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Field-Level Nitrogen Management
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Note: Image is for illustrative purposes only.
Advanced monitoring and planning tools provide insights
that help farmers project nitrogen shortages before they occur and make application decisions with confidence.
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Opportunity for Proactive Fertility Management Through Modeling
Nitrogen Shortfall
>10% of fields1
experienced yield loss due to
insufficient nitrogen
Average impact of yield loss$54/acre
Nitrogen Surplus
>40% of fields1
could benefit from optimizing inputs
Average savings opportunity$13/acre
Sample of >3,800 Fields1
1Representative and random sample of >3,800 Nitrogen Advisor Fields where main Nitrogen application was mineral fertilizer. Assumes $4/bushel corn, $0.40 /lb-N fertilizer costs and average yield of 168 bushels per acre
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Nitrogen Management Use Case: Yield Opportunity
Northern Illinois, July 2015
With additional nitrogen:
217 bu/acre
Check strip – no additional nitrogen:
175 bu/acre
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Satellite Imagery
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In-season and historical field imaging helps
farmers address yield-robbing issues
Note: Image is for illustrative purposes only.
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Carroll, IA | Corn | 145 Acres
Use Case: Satellite ImageryDisease Management
Grey Leaf Spot7/10/14 9/14/14
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• Starts with subfield soil type zones
• Simple tools for zonecustomization, hybrid and population selection
Simple Prescription Creation
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Note: Image is for illustrative purposes only.
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The Science Behind the Platform
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Extensive Research Supports Tools
PUBLIC TRIALS
MONSANTO TRIALS
CLIMATE TRIALS
Climate Research Farms
FY16 Expansion
Fort Dodge, IA
Martinsville, ILNew Berlin,
IL
Wentworth, SD
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What’s Next
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The Future of Digital Ag
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Sub-field insights
Expanded crops
Expanded geography
Increasingly customized
insights
Expanded features
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Thank You
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www.climate.com@climatecorp