Plant health mapping comparison

Flown by Adam Shanks, Agriculture & Natural Resources Educator, Purdue Extension - Clinton County

Three plant health maps were compared alongside RGB to determine if additional sensors would result in a complete map for better decision-making. While the NDVI appears to showcase the most detail, we still need to conduct more research and ground-truthing. We will continue exploring different plant health indices to see how each tool fits into management strategies.

A true color image of a field using red, green and blue wavelengths RGB: A true color image using red, green and blue wavelengths. It is an affordable option and the most accessible sensor for producers. RGB images are similar to what can be seen by the human eye, making data easy to interpret.
Image of a Visible Atmospherically Resistant Index (VARI) VARI: Visible Atmospherically Resistant Index (VARI) is designed to work with RGB sensors to identify crop stress and generate variable rate prescriptions.
image of a cornfield with a combination of visual red light and near-infrared (NIR) light NDVI: Normalized Difference Vegetation Index (NDVI) uses a combination of visual red light and near-infrared (NIR) light and is a trusted indicator of plant health. It correlates with chlorophyll, and plants reflect more green light when they are healthy.
Image of a cornfield with a  combination of NIR light and a frequency band called Red Edge NDRE: Normalized Difference Red Edge (NDRE) is similar to NDVI but uses a combination of NIR light and a frequency band called Red Edge. It can be a valuable index when monitoring health of mature plants because the red edge band can measure further down into the canopy.

Corn, Soybean and Wheat Examples

Image of Three plant health maps were compared alongside RGB
Improved algorithms for corn stand assessment

Three plant health maps were compared alongside RGB to determine if additional sensors...

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 Image of visual red light and near-infrared (NIR) light and is a trusted indicator of plant health
Plant health mapping comparison

Three plant health maps were compared alongside RGB to determine if additional sensors would...

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Sprayer drone demonstration

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Weed suppression

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Flame weeding demonstration

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Green snap damage in corn

A severe storm passed through White County, Ind. in July 2020, causing...

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Image of a soil map that shows premature leaf drop triggered the detection of the fungus Cercospora kikuchii
Cercospora leaf blight in soybeans

Premature leaf drop triggered the detection of the fungus Cercospora kikuchii which attacks...

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Image of a tar spot discovered at a Purdue irrigation research plot
Tar spot in corn

Tar spot was discovered at a Purdue irrigation research plot and monitored by Darcy Telenko,...

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Image of a crop health map of the field taken around stage R3
Highlighter green soybeans and field management

A Warren County farmer was interested in understanding differences between tillage, other field...

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Image of a cornfield from high above, a red streak in the middle indicates problems with certain hybrid.
Comparing plant health in different corn hybrids

The red streak in the middle of this field near the Ivy Tech Community College site in Lafayette...

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Image from a field taken by a drone from up high
Fixed-wing trial

A map series was generated during testing of the Quantix fixed-wing UAV in 2019. The fixed-wing...

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aerial image of a wheat field
Wheat

Flown May 2018 by Mark Carter, Agriculture & Natural Resources Educator, Purdue Extension...

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Image of a plot showing differences in drained and undrained areas
Tile drain observation -- installation to harvest

Pattern tile installation occurred on this field during winter 2020-21 with 50-foot lateral spans...

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Elevation mapping demonstrates clear ridges and drops
Interaction of land features with developing crops

Drones are not only effective at recording plant health, but also at detecting how land features...

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