FARM INTELLIGENCE 2. Mankato, MN. Jerry Johnson CEO & Founder
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1 FARM INTELLIGENCE 2 Mankato, MN Jerry Johnson CEO & Founder JJohnson@FarmIntelligence.com Control and manage your data, it s one of your biggest assets
2 Improve Decision Making & Preserve YIELD 600/200 Seed Placement Nitrogen Deficit Alert Economic threshold exceeded Seed Selection Yield Gap 200/60 Vegetation Growth VE V1 V2 V3 V4 V5 V6 V7 V8 V9 V10 V11 V12 VT Reproductive Growth R1 R2 R3 R4 R5 R6
3 Today we have a fourth BREAK-THROUGH technology Yield Improvement Transformational Events
4 Catalyst of the BREAK-THROUGH Technology Annual UAS Forecasted Sales (October 2013) Advanced Sensors Mounted on UAS (Unmanned Aerial System)
5 The plant is the SENSOR 30,000 sensors/a providing data We measure the plant to understand what the plant is telling us Stand (Population & Variability) Nitrogen Water Diseases Pests Seed selection Practices Operator performance Equipment performance Etc.
6 Unleash the KNOWLEDGE Leverage farmer s existing data Farmers have tons of data but don't know what to do with it. Not very useful or timely
7 Core Technology Imagery and Analysis Shape Size Color
8 The Plant is the Sensor Measuring what we can not see with our eyes What sensors see What our eyes see Sudden Death Syndrome Bacterial Wilt
9 Detect Yield Issues Earlier 1 Detected +30 Days +45 Days +60 Days Healthy Wavelength
10 Stand Original View June 20, 2013 ~V5, 20 rows 34,000ppa Cass County, ND
11 Stand Detected Crop June 20, 2013 ~V5, 20 rows 34,000ppa Cass County, ND Plant
12 Stand Gaps Quantified Gap Length (ft) Number of Gaps Total Feet of Row Missing Acreage Missing Percent 1 3 Gaps 2,413 3, % 3 7 Gaps 430 1, % > 7 Gaps 110 1, % Total 2,953 6, % Plants Per Acre Average Stand Across this Acreage (ppa) 26,520 Missing Stand (ppa) 7,480 June 20, 2013 ~V5, 20 rows 34,000ppa Cass County, ND >7 Gap 3-7 Gap 1-3 Gap
13 Stand Entire Field Quantified June 20, 2013 ~V5, 20 rows 34,000ppa Cass County, ND
14 Measure Seed Vigor/Emergence Variability Boss Laggard Runts Boss Laggard Boss Already there are differences that will be with the plant the full year, which will impact the yield
15 The Farmer Receives Answers. Not Data Not pretty pictures! Stand Alert: 63.2 acres on Wedinger 10 g g b g g g g g g b b r b b r g b r b b g r r r g r g b r b g g g g r b r r r g r r r r r g b b r g r b g g g g b g g g g b r r b b b r r r r r b r r r r r g g g b g g g g r b g b g r r g b r r b r r b b b g g g g g g g g g r r g r r r r r r r r r r r r g g r g g g g g g g g r r r r r r r r r r r r r r g r b g g g g g g g g g g r g b r r r r b r r r r r r r r r r b r r b r r g g g g g g g g r g r r r r r b r r b b r r r b r r r r r g b g r g g g g g g g g g b b g b r b r g b b r r r r r r b r g r r b b b g g g g g g g g g b b b b r b r g r r r r r r r g g b r r r r g b g g g g g g g g g b r g b r r r g g b r r r b g b g b b r r g r r g g g g g g g g g r g b b b r b r b r r r r r b g g b g r b r r r g g g g g g g g g g g g g g b r b r r r r r b g g b g g r r r r r g g g g g g g g g b g b g b b b r r r r r b g g b r b r g r r r r g g g g g g g g b b b b g g g g r r r r b b b b r b r r b r g r r g g g g g g g g b b b r b r r r r r b r b g b r b r r r r b r r r g g g g g g g b b r r b r r r r r r g g g b r r r b r r r b r r r g g g g g g g b r b r r r r r b r b g b b b r b r r r r r r r r r g g g g g g g b r r r r r r b r r b b r r r r b r r r r r r b r r g g b g g b b r r r r r r b r r b g b b r r b b r r b r r g r r b g g g g b b b r r b r r g b g g b b r r b r r r r r r r r r r b r g g g b g b r r r r r b r b b b r b r r r r r r r r b r r r r r r g g b b b r r r r r b g b g b r b r r b r r g r g b g r b r r b r g b b b r r r r r b r b g b b r r b r r b r g b g b r r r r b r r b b b r r b r r b g g b b b g r r r r b r r r g b g g r r r r r r Economic Threshold Exceeded Alert Crop Consultant Export Shape File to Planter
16 The Farmer Receives Answers. Not Data Not pretty pictures!
17 DECISION AGRICULTURE TM
18 DECISION AGRICULTURE TM
19 DECISION AGRICULTURE TM
20 DECISION AGRICULTURE TM
21 Crop Status UAV, Other Views Farm Intelligence 2 Data CLU NAIP Soils Satellite Weather Farmer Provided Exported As Planted Fertility Other Operations Yield INPUTS Farm Software APEX, Field Works, Ag Leader, etc. DATA SCIENCE DECISIONS g g b g g g g g g b b r b b r g b r b b g r r r g r g b r b g g g g r b r r r g r r r r r g b b r g r b g g g g b g g g g b r r b b b r r r r r b r r r r r g g g b g g g g r b g b g r r g b r r b r r b b b g g g g g g g g g r r g r r r r r r r r r r r r g g r g g g g g g g g r r r r r r r r r r r r r r g r b g g g g g g g g g g r g b r r r r b r r r r r r r r r r b r r b r r g g g g g g g g r g r r r r r b r r b b r r r b r r r r r g b g r g g g g g g g g g b b g b r b r g b b r r r r r r b r g r r b b b g g g g g g g g g b b b b r b r g r r r r r r r g g b r r r r g b g g g g g g g g g b r g b r r r g g b r r r b g b g b b r r g r r g g g g g g g g g r g b b b r b r b r r r r r b g g b g r b r r r g g g g g g g g g g g g g g b r b r r r r r b g g b g g r r r r r g g g g g g g g g b g b g b b b r r r r r b g g b r b r g r r r r g g g g g g g g b b b b g g g g r r r r b b b b r b r r b r g r r g g g g g g g g b b b r b r r r r r b r b g b r b r r r r b r r r g g g g g g g b b r r b r r r r r r g g g b r r r b r r r b r r r g g g g g g g b r b r r r r r b r b g b b b r b r r r r r r r r r g g g g g g g b r r r r r r b r r b b r r r r b r r r r r r b r r g g b g g b b r r r r r r b r r b g b b r r b b r r b r r g r r b g g g g b b b r r b r r g b g g b b r r b r r r r r r r r r r b r g g g b g b r r r r r b r b b b r b r r r r r r r r b r r r r r r g g b b b r r r r r b g b g b r b r r b r r g r g b g r b r r b r g b b b r r r r r b r b g b b r r b r r b r g b g b r r r r b r r b b b r r b r r b g g b b b g r r r r b r r r g b g g r r r r r r Problems Mapped Analysis & Benchmark In-season Proactive Alerts Stand Alert: 63.2 acres on Wedinger 10
22 Research Data Integrate University Research Farm
23 2014 Recommended Service Levels Corn Stage Reason for Data Collection Recommended Altitude Pre-Plant Soils, tillage, tile and drainage 400 feet V2 V3 Stand count and gap analysis 200 feet V6 Observe crop fertility for side dress options feet V8 V9 Observe crop for additional nitrogen needs 400 feet V12 R1 Observe tassel stage for maturity difference 400 feet Pre-Harvest Observe dry down and stand consistency 400 feet Post-Harvest Observe tillage practices 400 feet Post Storm Determine wind, hail, flood damage 200 feet Soybean Stage Reason for Data Collection Recommended Altitude Pre-Plant Soils, tillage, tile and drainage 400 feet V1 V2 Stand count and gap analysis 200 feet V4 R1 Stand count and gap analysis 300 feet R3 Observe growth variability 400 feet R3 Two weeks after stage Observe growth variability 400 feet Pre-Harvest Observe dry down and stand consistency 400 feet Post-Harvest Observe tillage practices 400 feet Post Storm Determine wind, hail, flood damage 200 feet
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26 What Matters! Sensors Accuracy Ease-of-use
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