Daily Nitrogen Recommendations
Daily N Rec
Once a field has been fully configured and activated, you can then begin running daily nitrogen recommendations for that field. At the top of the Field Recommendation page, you can manually enter the date of your choosing or click the "Go" button to run a recommendation for the current day. When the rec is finished, you will see the recommendation displayed in a minimum/average/maximum/total format and the recommendation displayed on the map.
From this page, you also have the option to export the recommendation or view a PDF report of the recommendation.
Zone Recommendation Statistics
The Zone Recommendation Statistics show the minimum, average, and maximum values across all active zones in the field.
Zone Recommendation Details
To further understand the nitrogen recommendation and view detailed statistics on each zone in the field you can click an individual grid cell or zone then click "view details".
The following page will be displayed:
Here you will see a number of details about that specific zone in the field.
Sidedress N Recommendation is calculated by Adapt-N using the following equation:
"Expected N in crop at Harvest" - "N in crop now" - "N in soil now" - "Future Net N credits" - "Partial N credit from soybean" + "Expected future fertilizer loss" - "Profit Factor"
Explanation of Terms
Expected N in crop at harvest is the amount of N estimated to be in the corn crop at harvest time. This is calculated from the "Expected Yield" input combined with the Recommendation Parameter for Pounds of N per Expected Bushel of Yield. Estimates of N contents of grain, stover and roots are used.
N mineralization so far is plant-available N derived from soil organic matter or organic amendments from simulation start date until the current date.
N loss since planting / since simulation start date reflects all nitrogen losses since the beginning of the simulation or since the planting date. This includes all nitrogen lost from manure applications, overwinter leaching losses, lost nitrogen from organic matter mineralization, as well as losses from all types of N applications (ammonia volatilization, etc.).
Additional N Credits includes credits from previous crops as well as from manure applications. This is supplemental to the simulated effects of N mineralization or immobilization from incorporation of previous-crop residues.
N in crop now is the amount of N that is already in the crop for the day you run the model (or on the season end date you selected if you are running on a prior season). This is determined by simulations using the corn growth routines in the model, and incorporates information from the high resolution weather data and soil N availability for the field location.
Expected Future Fertilizer Loss represents the N loss risk specifically for the recommended fertilizer application. This basically is a time-dependent fertilizer use efficiency factor. Values represent the fraction of the fertilizer to be applied that can be expected to be lost due to weather events following application, based on probabilistic estimates from 30 year simulations. Values are proportional to the recommended fertilizer rate, and they will generally decrease as the growing season progresses and the risk of N losses from weather events is reduced
Future Net N Credits represents the combined nitrogen credits and debits that are expected for the remainder of the growing season. Credits include future mineralization from soil organic matter, manure applications, previous crop, etc. They are generally higher with soils with high organic matter contents and when organic amendments have been applied. Debits include the risks associated with future leaching and denitrification losses, which are mostly based on current nitrate levels in the soil, potential future mineralized N, and the time in the growing season. In general, debits from future losses are greater for simulations done in early spring, as the N loss risk from high rainfall events in the following weeks is higher. Also, debits are higher for cases where high N rates have been applied prior to planting, as this generates greater potential for early-season losses. As the growing season progresses and weather events are playing out, the recommendations become more precise and the N loss risk is reduced. Values are probabilistic and based on 30 year simulations.
N in soil now is the amount of mineral N available to the crop from the soil for the day you run the model. This is determined from model simulations based on input information on soil type, rooting depth, slope, organic matter content, tillage system, previous organic and inorganic N applications, rotations (sod, soybean, etc.), and corn variety, maturity class, and population, where mineralization and losses are similarly affected by weather to date.
Rainfall since planting / since simulation start date reflects climate data which is updated several times per day. (estimates may slightly change in following 2 days as more precise precipitation data become available).
Current Nitrate / Virtual PSNT represent simulated nitrate levels in the top 12” of the soil on a daily basis throughout the season. The virtual PSNT is presented as a convenient comparison but is not used directly to make a recommendation. Our field trial data show the virtual PSNT simulated by Adapt-N to generally be within 5 ppm of the measured value. See this article for further details and recommended sampling protocol.
Profit Factor is a correction factor to optimize profits to N application from the combined effects of the fertilizer-to-grain price ratio and the uncertainty of Adapt-N predictions. The price ratio correction accounts for the cost of fertilizer relative to the returns from additional yield with higher N inputs. This results in lower recommended N rates with more expensive fertilizer or lower corn grain prices. The uncertainty correction accounts for the fact that nonlinear yield response to N inputs entails a greater profit penalty (risk) for under-prediction than over-prediction of the optimum N rate, and therefore the need for an adjustment of the recommended N rate. In all, the Profit Factor is adjusted based on (i) the price of fertilizer, (ii) the price of corn (grain, silage, or sweet), and (iii) the primary N source (manure or fertilizer). View this article for information on how to modify these parameters.
The Sidedress N Recommendation is therefore the difference between net N availability (a function of N inputs, weather-affected mineral N gains and losses, and management) and the final expected N content of the crop. This difference needs to be made up by sidedressing to achieve full yield. The Adapt-N model does not include estimates of atmospheric N deposition as it makes a very minor contribution to corn N needs.
For more insights to how your nitrogen recommendation has been determined, click on the Graphs link below the map in the recommendation details screen.
Here you can view how nitrogen losses, uptake, and mineralization have been affected by whether patterns throughout the season.
A multi-year nitrogen recommendation analysis can be a powerful tool in understanding how specific nitrogen management practices have performed historically under different actual weather conditions of a field.
After configuring, activating, and running a recommendation, you have the ability to run a multi-year analysis with the current field configuration for any set of seasons in the previous 10 years. Click Create Multi-Year Analysis in the field recommendation page to begin.
You will then need to select a simulation date and which previous years you would like to run in the analysis. This analysis is available in both training mode and live, billable mode. In training mode activations, the current year will not be available. In all cases when including the current year, simulation dates only through "yesterday" are available.
The multi-year analysis will then use your current field configuration to compare the recommendation for the most recent season selection (only as recent as the previous season if generated in training mode) to the other selected growing seasons. The analysis will include the N recommendation, N loss, N mineralization, and rainfall totals for each season. This allows you to more accurately evaluate the current nitrogen management for that field and understand why recommendations change from year to year.
In this example, we see an analysis for June 1st. This field received 100 lbs of fall anhydrous ammonia. On June 1, 2018 Adapt-N called for an average of 67 lbs of additional nitrogen for a total of 10,363 lbs of additional N across the field. As of June 1st, the field had received 9.7" of rainfall contributing to an average of 27 lbs of N loss. There was also an average of 22 lbs of N mineralized.
For comparison, on June 1, 2012 Adapt-N called for an average of 53 lbs of additional nitrogen for a total of 8,155 lbs of additional N across the field. A 21% decrease compared to the recommendation for 2018.
However, on June 1, 2016 there was a 147% increase in the amount of additional N needed compared to 2018. Taking a look at the total rainfall of 25.3", you can see there was a substantial increase in the amount of rainfall compared to the 9.7" in 2018. These wet conditions contributed to an average of 126 lbs of N loss.
In this example, the 100 lbs of anhydrous ammonia in the fall worked okay for the grower in 2018 and 2012 but resulted in substantial nitrogen losses in 2016. Using this analysis helps illustrate how an adaptive nitrogen approach could pay dividends for this grower by planning for and reacting to changing weather conditions in their field.
Field Recommendation Export
Zone and Grid-based field recommendations can be exported as Shapefiles or in some cases back to source systems, such as the agX Platform. From the Field Recommendation page, click Export Recommendation.
- When multiple formats or destinations are available, an "Export Type" option will be displayed. Otherwise, the export will be as a Shapefile.
- Optionally specify one or more nitrogen products. Selected products will be converted to the appropriate units in the recommendation. Optionally choose a rounding option, which will round the product rate to the nearest rounding value.
- Optionally, indicate a maximum application rate for a given nitrogen product, by selecting the "Cap Rate" option in the Percentage box. You will then be given the opportunity to specify the product application rate (e.g. gallons/acre for a liquid product, pounds/acre for a non-liquid product) that should not be exceeded. If you specify a "Remaining Nitrogen Product," that product will be utilized for parts of the field in which the Adapt-N N rec has exceeded the Cap Rate value specified for the Primary Nitrogen Product.
- Optionally modify the rates for the exported recommendation, either by modifying the entire recommendation (setting minimum/maximum or adjusting by percentage or fixed amount), or by manually adjusting individual rates.
In the above example, the custom fertilizer called "Sidedress" will be applied but only up to a maximum application rate of 5 gallons/acre. Parts of the field which are calling for more than the nitrogen supplied by that application rate will also include a product rate for the standard UAN 28% product, specified as the Remaining Nitrogen Product. The downloaded shapefile will be named "Sidedress_rec.zip".
In the above example:
- UAN (28-0-0) was selected, with the product rate to be rounded to the nearest 5 gal/acre value
- A minimum value of 30 pounds N per acre was set
- The rate originally at 50 pounds N per acre was manually lowered to 30
- The rates originally at 95 and 120 pounds N per acre were raised to 125 pounds N per acre
Below is the resulting Shapefile based on the above export parameters:
- In the below example, a single zone is highlighted, for which the N rate is 125 lbs N per acre and the product rate is 40 gallons/acre.
- Users have the ability to manage which columns they want to appear in exported shapefiles: Pounds of N (z100_0_0) and Product Rate (zN_P_K) To do this, simply click Adjust Shapefile Columns in the Optional Rate Modifications window and check the box of the columns you would like.
- Whenever one or more products are selected, a pair of additional columns will be included for each product: z28_0_0 represents the UAN 28% rate, and uz28_0_0 represents the units for that product.
If two N products are selected, and both product rates are of the same unit (e.g. gallons/acre), then the resulting shapefile will contain individual product rates, as well as a TotalProd column, which contains the combined rate of a pre-blended fertilizer:
All Shapefile exports also include a Summary PDF in the resulting zip file, which indicates the total amount of product required to fulfill the recommendation as modified.
Bulk Field Recommendation Export
Users also have the ability to export multiple fields by switching to the Multi-Field Export Tool.
Within the Multi-Field Export Tool you can select whether you want to execute a bulk shapefile export or bulk PDF report export. Product and rates can then be designated.
On the right-hand side, check the box of the fields you wish to export.
Note: Only fields activated for the current season are shown and only fields with recent recommendations are available for export.