Presentation Transcript
Combine Yield Monitors : Combine Yield Monitors
Current Yield Monitors : Current Yield Monitors Mass-flow sensor
Volumetric-flow sensor
Conveyor belt load sensor
Trailer load sensor
Torque transducer
Basics of Yield Monitoring : Basics of Yield Monitoring Possible Crops to Monitor
Wheat and other grains
Cotton
Potato and Sugar Beets
Beans
Rice
Specialty Crops
Grapes, Tomatoes, Carrots, etc.
Impulse Yield Sensors : Impulse Yield Sensors John Deere
Case
Ag Leader Micro Trak
Impulse Flow Meter Force Vectors : Impulse Flow Meter Force Vectors
Dynamincs of an Impulse Flow Meter : Dynamincs of an Impulse Flow Meter
Non-Impulse Yield Sensors : Non-Impulse Yield Sensors Nuclear -
Massey Ferguson - Europe
High Frequency Radio Waves
New Holland - Not marketed
Capacitance Moisture Sensors : Capacitance Moisture Sensors John Deere Micro Track Ag Leader
Case
Yield Mapping Trailer(Sugar Beet Harvest) : Yield Mapping Trailer (Sugar Beet Harvest)
Yield Mapping Trailer : Yield Mapping Trailer Measures change in weight in the trailer while allowing for comparison at different times.
Can be used for any crop that is loaded into a trailer continuously while harvested.
Conveyor Yield Monitor : Conveyor Yield Monitor
Corn Silage : Corn Silage The drive shaft of the base unit powering the cutterhead, feedrolls, and front attachment, are instrumented with strain gauge torque transducers.
Cutting power is linearly related to material feedrate.
Material flow can be expressed as:
Fr(t)=Yi(t)Sp(t)W
Capacitance Moisture Sensors : Capacitance Moisture Sensors
Sources of Yield Map Error : Sources of Yield Map Error Unknown swath width
Time lag of grain through combine
GPS error
Multiple paths through combine
Surging of grain through combine
Grain losses
Sensor Calibration
Sources of Impulse Yield Sensor Error : Sources of Impulse Yield Sensor Error Grain Moisture
Grain Test Weight
Grain Temperature
Grain Cultivar
Grain Species
Contamination
Dirt
Plant oils, sap, etc.
Effect of Lag Time on Combine Yield Measurements : Effect of Lag Time on Combine Yield Measurements P P t t t0 Crop Yield Along Swath Actual Grain Yield Yield Monitor Measured Grain Yield Yield Yield
Grain Flow Rate : Grain Flow Rate
Comparison on Raw and Filtered Combine Flowrate Data : Comparison on Raw and Filtered Combine Flowrate Data
Smoothing Effect of the Straw Walkers : Smoothing Effect of the Straw Walkers
Combine Yield Monitor and Satellite Estimated Wheat Yield Maps : Combine Yield Monitor and Satellite Estimated Wheat Yield Maps
GPS Error in Corn – Loss of Differential Correction Signal : GPS Error in Corn – Loss of Differential Correction Signal Oklahoma Panhandle, 1998
Two Combines in the Field with only One Equipped with GPS : Two Combines in the Field with only One Equipped with GPS Oklahoma Panhandle, 1997
Corn Yield Surface with Krieging : Corn Yield Surface with Krieging Oklahoma Panhandle, 1997
Corn Yield Surface with Krieging : Corn Yield Surface with Krieging Oklahoma Panhandle, 1998
Wheat Yield Under a Center Pivot Irrigation System : Wheat Yield Under a Center Pivot Irrigation System Oklahoma Panhandle, 1998
Wheat Yield Under a Center Pivot Irrigation System : Wheat Yield Under a Center Pivot Irrigation System Oklahoma Panhandle, 1997
Wheat Yield Under a Center Pivot Irrigation System : Wheat Yield Under a Center Pivot Irrigation System Oklahoma Panhandle, 1997
Wheat Yield Under a Center Pivot Irrigation System : Wheat Yield Under a Center Pivot Irrigation System Oklahoma Panhandle, 1998
Data Misaligned Because of the Lag in the Combine : Data Misaligned Because of the Lag in the Combine
Error Caused by the Lag in the Combine : Error Caused by the Lag in the Combine
Missing Data : Missing Data
English Wheat Field - Single Soil Type : English Wheat Field - Single Soil Type
Southwest Iowa Corn Field : Southwest Iowa Corn Field Yield Moisture
AgLeader Cotton Yield Monitor : AgLeader Cotton Yield Monitor Developed by John Wilkerson – University of Tennessee
Peanut Yield Monitor University of Georgia : Peanut Yield Monitor University of Georgia
Slide44 : Lime Streaking
Yield Map NDVI Map
Lime Streaking not evident 5 Class Krieg Courtesy of Tim Sharp Jackson State C.C.
Slide45 : Yield Surface
With Lime Streaking NDVI surface
With lime streaking 5 Class Krieg Courtesy of Tim Sharp Jackson State C.C.
Slide46 : Fertilizer Streaking
5 Class Krieg
Spinner Applicator Yield Surface NDVI Surface Courtesy of Tim Sharp Jackson State C.C.
Major Challenge : Major Challenge Correlate NDVI surface data with yield surface data Courtesy of Tim Sharp Jackson State C.C.
Cotman Sample Points : Cotman Sample Points Medium Low High Courtesy of Tim Sharp Jackson State C.C.
Slide49 : NDVI 5 Class
Surface of Cotton Red is Bad
Green is Good Note Image of
Surrounding
Fields, they were
Top-dressed with
A spreader buggy
By the grower Severe
Streaking Courtesy of Tim Sharp Jackson State C.C.
Slide50 : 5 Class NDVI with
Fertilizer streaking Green, Red, NIR image
Composite Courtesy of Tim Sharp Jackson State C.C.
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