|
Precision farming is an art and science of utilizing advanced
technologies to enhance grain yields in an economic and environmentally
sensible manner.
Our goal is to maximize ag-input use efficiency, or in other
words maximize net dollar return per acre from the fields, increase grain
yields, protect environment, and enhance farm profitability.
We have been practicing crop production
for centuries. And during this time period we all have realized that when
we harvest our crops year after year, the grain yields harvested from
different areas of a field are not uniform (Figure 1). For example, you
have a 160-acre cornfield or a quarter section center pivot cornfield,
there are areas within the same field that produces different levels of
grain yield. The grain yield variability in one field can range from to
300 bushels/acre. Well we all have observed that for a long time. The
question is, what can we do about it?
Is there something we can do to enhance our production and
bottom line?
In the past, we did not have the technology to quantify
these differences in grain yield. Thanks to precision farming technology
we can now locate, measure and record such areas in the field that produce
below or above the average grain yield of the whole field (Figures 2 &
3). Not only that but precision farming provides us the tools and the
opportunity to manage the grain yield variability that exist in our fields.
|
The big question is: “How do we manage this grain
yield variability that exists in our farm fields to maximize our
net $$ return?”
Managing grain yield variability
The first approach that we all started practicing and evaluating
as researchers and consultants was Grid Soil Sampling (Figure 4).
However, very soon we realized that grid soil sampling is time-,
labor- and cost-intensive. Besides, it needs to be performed on
each field and almost every year or so and therefore becomes cost
prohibitive.
There has been a need for a method of managing variability
in our farm fields that is stable, less cost- and labor-intensive
that can be used for several years and can still manage grain yield
variability in a profitable manner.
|
 |
| Figure 2. Yield Monitor used to locate, measure, and record
yield. |
|
 |
In the last few years, ongoing research conducted
by scientists from CSU, USDA-ARS, Colorado has created a system
to divide farm fields into different sections or areas that are
referred to as productivity level management zones.
This was accomplished based on:
- Farmer’s personal experience and grain yield history,
- Aerial imagery of bare soil and other stable soil properties,
such as organic matter content, and
- Topography of the land.
|
Using this method we can divide our fields into at least
three different management zones based on the productivity potential
of each area. They are:
Management Zone 1--high yielding
Management Zone 2--medium yielding
Management Zone 3--low yielding
Our ongoing research has shown that these management
zones are real and there are significant differences in the grain
yield across management zones.
|
|
 |
Concept of Management Zones
I think the concept of management zone is easy to understand. If
we look at the fingers of our hand, they all belong to the same
hand, but their sizes are different. The three management zones
can exist in the same field, but their production potentials are
different (see Figure 5.) No matter how much water and nutrients
we may add, the grain yield in each region is limited to the productivity
potential of that zone. You can estimate the maximum yield potential
of each zone through years of farming experience and yield monitoring.
Going back to the “fingers of our hand example” above, no matter
how much we may stretch our fingers they are not going to increase
in size. I am not suggesting that there is no further potential
for our crop yields to increase, I am suggesting that the three
management zones “Low, Medium, and High” are based on the productivity
potential of the soil.
The question then becomes: Should we be applying
the same amount of nutrients across the field? For example, if
- Zone 1 has the potential to produce 200 bushels,
- Zone 2 has the potential to produce 175 bushels and
- Zone 3 has the potential to produce 150 bushels or more.
It is quite logical that we do not need to apply the same amount
of nutrients across the field when we know that the nutrient needs
are different for different areas of the field. If your inputs are
based on the highest yield goal, you know you are over applying
in Zone 2 & 3. If you target your input application based on
the average yield goal, you know you are under-applying for Zone
1 and over-applying in Zone 3.
|
Managing nutrients within zones
It is a general feeling among folks I have talked to that
if they apply more inputs (water and nutrients) to low yield management
zones they will be able to bring the grain yield level up to the level
of the most productive management zone.
This
is similar to saying there are three people, “Big & Strong”, “Medium-built”
and “Short & Puny” and that if we feed a lot (a huge meal) to the
“Short and Puny” person, we will be able to get the same amount of work
done out of the “Short and Puny” person as compared to the “Big &
Strong”. We all know that’s not going to happen. There may be some exceptions,
but generally speaking, if we feed the “Short & Puny” guy the same
huge meal as the “Big & Strong” person, the “short guy” most likely
will be running back and forth to the bathroom.
The point I am trying to make is that different
areas of the field have different productivity levels, and merely applying
more inputs to low productivity areas are not going to translate into
more grain yields. Instead we may lose or leach that extra water and nutrients
out of the soil below the root zone and increase the potential for leaching
of nutrients to ground water slowly over time. Instead of applying the
same amount over the field, the nutrients should be tailored to fit the
potential of the management zone, just as you would tailor a coat to fit
the size of the person’s body.
The key to managing variability that exists in our farm
fields is to optimize the application of our agricultural inputs to different
regions or “management zones” of the field based on their inherent productivity
potential.
For more information, please feel free to contact me at
970-491-1920, or by e-mail at Raj.Khosla@colostate.edu.
by Raj Khosla
Extension Specialist for Precision Agriculture
Dept. Soil and Crop Sciences
Colorado State University
|