1) The document is a summary of a webcast about using AgVeritas, a web-based yield analysis tool, to determine optimal input rates and test new products in different management zones within a field based on spatial analysis of yield data.
2) AgVeritas accounts for multiple factors that impact yield and identifies spatial effects not explained by known factors to provide more accurate analysis results.
3) An example analysis showed that seeding rates of 32K, 32K, and 35K were optimal in different yield zones within a field based on a seeding rate trial, and that compost provided benefits in some zones.
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Ag veritas™ webcast ppt final_12-05-14 rch1
1. Precision Ag Innovations to Maximize
your Management Zones
Hosted by:
To listen to the webcast:
• Use your computer's speakers (VoIP)
• Or call 1-877-568-4108 and enter Access Code: 314-000-597
2. Webcast Format
• Participant phones/computer
mics are muted
• Use “Questions” to chat with
presenters
• Share your thoughts in polls and
surveys
• A recording of today’s webcast
will be emailed to you next week.
Minimized
Controls
3. Speakers
• Angela Walker
AgVeritas Product Manager, XSInc
• Chad Godsey, PhD
Owner, Godsey Precision Ag
• Ben Gist
AgVeritas Account Manager, XSInc
4. Introduction to XSInc
• Founded in 1998
• Profitable and privately held
• 75 employees
• Located in Raleigh, NC
• Core technology and service offerings
– Data collection, cleaning and processing, including
sales data and production data
– Market research platforms
– Sales performance management tools
– Marketing program administration/fulfillment tools
– Production management systems
– Production analysis
• Clients include manufacturers, distributors,
retailers, and consultants
6. Registration Questions
What percentage of your
growers are using variable rate
technology on their fields?
0-20% 21-50% 51-80% 81-100%
What percentage of your
growers have expressed interest
in using variable rate technology
on their fields?
0-20% 21-50% 51-80% 81-100%
7. Challenges
• Determining optimum
rates in each
management zone
• Will a new product
work on my field? If so,
where?
Management zones
derived from yield
potential
8. Solutions
• Test input rates for each
zone
• Test new products
across all zones
Management zones
tested with a seeding
rate trial
10. What is AgVeritasTM?
• Web-based yield analysis tool
• Uses spatial statistics to analyze yield on a single field
• Analyzes all the factors that impact yield at the same time
– Planting choice / rate
– Treatment choice / rate
– Nutrient levels, soil types, elevation
– And many more
• Determines which factors impacted yield more and less
• Calculates if a certain management practice is profitable on a
field and where
11. Spatial Effects
Patterns in the yield data where yield is
unusually high or low even after
accounting for all the known factors.
• Almost always present
• Common examples: deer damage,
machine malfunction, broken pipe,
former turkey farm
Why is it important to identify and
account for spatial effects?
If these “outliers” are not identified and
accounted for, they may skew analysis
results.
SPATIAL EFFECTS MAP
Positive spatial effects
Negative spatial effects
15. What did we learn from this field?
• Seeding Rate
82 – 93% Yield Zone = 32K
106 – 117% Yield Zone =
32K
118 – 135% Yield Zone =
35K
• Compost provided a
positive response on part
of the field and will
provide an opportunity to
variably apply in future
years.
Shapefile export of compost profit map
16. AgVeritas: A Tool for Continuous
Improvement
• A more accurate analysis:
– Determine which management decisions and field
characteristics impact yield the most
– Leading edge spatial statistics
• Learn something each harvest season
– Optimum rates for inputs in your management zones
– If and where a new product is profitable to apply on a field
17. Free Data Analysis
• Give AgVeritas a test drive
• Send us yield data and any additional data
files you have for a single field
• Current or past years
19. Thank you for your time!
Angela Walker – AgVeritas Product Manager
awalker@xsinc.com
919-379-3669
www.xsinc.com
Editor's Notes
Good morning and welcome to today’s webcast on “Precision Ag Innovations to Maximize your Management Zones ”. I’m Angela Walker with XSInc; and I’ll be serving as your moderator.
As we get started, I’d like to thank all of you for joining us today. We have some great presenters online with us to tell you more about our AgVeritas yield analysis tool and how it can help you optimize your management zones and improve variable rate prescriptions
I want to quickly share with you the format for our webcast, which we’re planning to keep to 45-minutes long to be respectful of your time this morning. First, we have muted the phones and computer microphones for everyone listening in to reduce excess noise.
However, we do encourage you to actively participate with us throughout the webcast by using the “Questions” area of your webcast controls on the right side of your screen to send us any comments or questions you’d like us to address. If you webcast controls are minimized, simply click on the arrow to expand them so you can send us a question. We’ll be actively monitoring your questions and will have a Q&A session at the end of the webcast.
We are recording today’s session, and next week we’ll send you an email with links to the presentation and the recorded webcast so you can review them at your convenience and share them with your colleagues.
The presenters for today are Dr. Chad Godsey, owner of Godsey Precision Ag, and our AgVeritas Account Manager, Ben Gist.
Chad will be showing you a live demonstration of a field he analyzed with AgVeritas in just a few minutes, but first, I want to hand the presentation over to Ben so he can give you an overview of AgVeritas.
Thank you, Angela. I’ll get our session started today by sharing a little with you about XSInc, which is headquartered in Raleigh, NC. We were founded about 16 years ago, and we specialize “in all things data” for the ag industry – data collection, management, integration, analysis, reporting – you name it. Our clients are ag industry professionals just like all of you who are joining us today including: manufacturers, distributors, retailers, consultants, and agronomists.
Now that you have a little background about who we are, I want to start us off with this image from Google Maps taken just outside of Dekalb, IL - As you can all see in the image here, every field has tons of variation.
You guys know this variability exists on your growers fields, and that it impacts their yield - which is why we’ve been hearing more and more folks like yourselves are using var rate technology. We asked you when you registered for this webinar a few questions about using variable rate prescriptions and technology, so I want to go ahead and show you those results
Here are the results of the survey questions you all answered when you registered. We first asked you what % of your growers are currently using var rate tech, and then asked what % of your growers have expressed interest in adapting the technology. Based on your responses, it looks like a lot of you are already using variable rate prescriptions on some of your grower’s fields, and it seems like the general trend is that more of your growers are interested in adapting the technology in the future
Given the trend we just saw in the survey results that adoption of variable rate technology appears to be increasing, let’s look at some of the typical challenges that you might face when trying to optimize your management zones…
One of the main questions we’ve been hearing when talking to industry professionals like yourselves, is how do you know the optimum rate for whatever product it is that you are variably applying in each of your zones?
And another challenge we’ve been hearing more and more about is as new products and management techniques become available, growers want to know how well the new options will perform on THEIR fields. Will a trial on their fields produce the same results as a research trial? And where that product will pay to apply on their fields.
So given two challenges, One way we hear people address these tough questions is to run tests in their fields.
This first image shows a field that Chad will discuss in more detail shortly, but you can see that test blocks with various seeding rates were placed in each of his management zones. As we look at the results of this test later on, you’ll see how these checks can be used to determine the best rates in each zone.
This next image shows a compost strip trial ran on the same field. We’ve been hearing more and more that new products may not always preform the same in all areas of a field, so by testing the product across all zones, were able to see how well the product works in each of those management zones.
I want to bring this image back up because even when you put these tests out, the next question is how do you get the most accurate results of those tests?
Putting out these checks is a great way to turn every field into a test, and to learn something new each season to continually improve your fields. But even with these checks or trials in your management zones, with so many factors and variability impacting yield in a given field, its still difficult to determine the true impact a product has on your yield. This is the challenge that our software application, AgVeritas, was designed to help you solve.
So now I want to take a moment to give you all an overview of our precision yield analysis software AgVeritas, how it works, the types of results it produces. And then Chad’s going to go over an analysis he ran through AgVeritas, and walk us through what he learned.
Without accounting for spatial effects, one might make the conclusion that the Quilt Application had no impact, or a negative impact on yield for this specific soil type, regardless of elevation.
Once spatial effects are accounted for, the fungicide product appears to be having a positive impact on yield at lower elevations for this specific soil type.
So to wrap up with this last slide. AgVeritas shows you which field characteristics and applications are impacting your yield the most, and by how much; and by using the most in depth spatial statistic analysis available, you can feel confident basing your management recommendations on the analysis results.
Whether its finding an optimum rate of an input for each zone, or determining if and where a new product is profitable on your grower’s fields, AgVeritas can accurately provide you the answers to those tough questions.
And so I’ll conclude by saying that each harvest season is an opportunity to learn something about your field, and to continually improve your yields, and we are excited to help you do that with AgVeritas.
As you saw when you registered, we’d like to offer each of you an opportunity to give AgVeritas a test drive.
Send us yield data and any additional field data for which you have for a field. The data can be current or historical.
Once you send us the files, we’ll run the analysis and set up a time to discuss your data and results with you. You’ll get to see the added value and accuracy that AgVeritas can bring to how you review yield data for your growers, and you can then use that analysis to provide additional insight and propose recommendations to your growers.
A free data analysis gives you a great way to see how AgVeritas can help both you and your growers get started on a path of continuous improvement – field by field.