One of the things I love most about my work is making periodic treks into the field – more often than not actual fields – to better understand the irrigation problems growers are facing.
Many attribute the military truism, “No plan survives contact with the enemy” to Helmuth Karl Bernhard Graf von Moltke, but I have my own spin on that same sentiment when it comes to digital agriculture products. From my perspective: “No digital ag product survives first contact with the grower’s field.”
What does that mean, you ask?
Well, we all have grand ideas that often begin in climate-controlled rooms with warm (sometimes even good) coffee as seemingly perfect ag solutions come together in a flurry of ideas on a whiteboard, followed by copious design documents. Diverse teams of agronomic professionals, scientists, engineers, and business professionals gather to identify the one idea that will make a grower’s life easier. It’s the thing movies are made of about revolutionary technologies taking some sector of the economy by storm.
Unfortunately, once the field is encountered, not only do these products not solve the grower’s problem, they may have created new ones. Maybe the irrigation system constraints were not taken into account, such as pumping capacity, for a specific region. Or, maybe there was an assumption that a certain amount of labor in using our product is acceptable when in reality it’s a non-starter for the grower. Worse still, perhaps the proposed solution is for a problem the grower isn’t even facing – it’s just something that came up in a brilliant whiteboard session.
Either way, a digital ag product is doomed from the start if it doesn’t find its beginnings in the midst of the gravel roads, wind turbines, and center pivots that dot the rural landscape.
If it has first contact with the field in a “finished” form, it’s likely trash-bin material. Instead, the product should start on sheets of notebook paper and open dialogue with those who are struggling to make the yield happen. So, yes, a digital ag product can provide outstanding results, but only when it’s crafted with context that comes from getting face to face with those who are solving problems every day in their fields, with or without a digital tool.
So, back to trekking across the country.
Irrigation before the storm?
On a recent drive through portions of south central Nebraska for some field visits, I saw a curious sight. To my right were fields with corn progressing through or entering into stage v3 being irrigated by center pivots. To my left was this foreboding sight:
Running sprinklers on the right, impending downpours on the left – color me confused. Why would growers, who are much more knowledgeable about their crops, put down water when thunderstorms are rumbling on the horizon? Are the soil moisture conditions so bad in this area that the impending rainfall needs to be augmented by additional watering? Do they not trust the forecast despite dark clouds and high chances of rain on the horizon? There must be more to this.
My first stop was to assess soil moisture conditions in this region. I created a typical corn field with a planting date of May 6, 2018. Utilizing our virtual sensor technology, I generated this plot for a location near my visual observation above:
For reference, the y-axis represents root zone soil moisture depletion, as estimated by our model. A value of 0% depletion represents field capacity and values of 100% depletion represent the wilting point. The blue line is the actual root zone soil moisture depletion on a daily basis. The orange “Max Soil Depletion” line represents the point at which plants are going to become stressed, based on the soil conditions and crop growth stage. You can see that though the field is approaching stress as evidenced by it coming close to the “Max Soil Depletion” level on May 27th, it is still well above the critical value of 46%. Additionally, significant rainfall events (water drop icons in the future) are forecast that meshes with the dark skies I saw to the west on the 28th. These forecast rainfall events are expected to create a full soil moisture profile very soon, as evidenced by the depletion line rising to and hovering around field capacity through May 31st. No crop water issues here!
A Deeper Dive
To find out what was going on, I turned to some experts who collectively bring more than 20 years of precision ag experience. One theory they had was that the soil temperatures may have been really warm and some growers may have felt that it could be damaging to the emerging crop (mind you they did not agree with that line of thought). I then took a look at soil temperatures using our virtual sensor tool, WeatherPlot, for the same field and indeed, things were quite hot as 0-10cm average soil temperatures approached 95F by late afternoon:
Therefore, if the practice of keeping the emerging plants and their root zone “cool” has merit, this would seem to be a good time to do it. However, after speaking to the professionals in Nebraska as well as some of my agronomic colleagues, it sounds like this is not really a threat to emerging crops. They are rather resilient under such sweltering conditions. I suppose corn plants don’t sweat for a reason! (Ok, ok, they transpire, which is kind of like sweating, but I digress.)
What about the possibility of a faulty forecast? Most sources of weather information on this day were hinting at a high probability of measurable rainfall in the region on May 28th. If a grower was to look at any public weather forecasting offering it would have been clear that rain chances were fairly high across the region.
Therefore, this leaves me with the following speculative thoughts on what went down in Nebraska:
Growers in that region follow a practice of keeping emerging plants “cool” and will water under hot conditions regardless of the rainfall forecast because that will mitigate the risk of crop loss.
Growers were dependent on irrigation tools that did not consider the effect of forecast rainfall on the water budget for their plants.
Growers had irrigation tools which indicated that forecast rainfall was to occur, but felt it was too high risk to trust the forecast and went with the safe bet of watering despite what the tool said.
Are any of these thoughts the driver behind what actually occurred on those fields? Honestly, I have no idea. I just know there are tools that exist to ensure watering is done only when it really needs to occur based on physical data within the field, married with advanced forecasting techniques.
The whole scenario though does make me think of what one of my professional colleagues said to me during this trip:
“What’s important in irrigation scheduling is having a sound technical reason for performing the action you are performing, not just following locally adopted practices that may actually have no beneficial effect.”
The irrigation management practices that I observed may have had sound rationale behind them, but it’s a good example of the need to make irrigation decisions based on all data points available to the grower. Why? Well, unnecessary watering can lead to higher energy costs, depleted water reserves, anaerobic root environments, nutrient leaching, and disease pressures.
Tools exist to minimize these negative effects and hit the mark on optimal irrigation and subsequent higher yields. Why not take the informed approach?
‘Till next time from the road, happy watering!
This article was originally published on PrecisionAg.
About the Author:
Caleb Midgley is scientific software project manager at Iteris.
Connect with Caleb on LinkedIn.