Agronomy + Data

Practical guides on precision ag, variable-rate application, and soil data from the Soilynx team.

Corn field with variable-rate nitrogen application zone map overlay
8 min read

Variable-Rate Nitrogen vs. Uniform Rate: What the Numbers Actually Show

We looked at input cost data from 14 Iowa corn farms that switched from uniform to variable-rate nitrogen application. The average input reduction was 19%.

NDVI false-color satellite map showing corn stress zones
10 min read

Reading NDVI Maps During Corn Vegetative Stages: What the Colors Mean

A dark-red patch on your NDVI map doesn’t always mean nitrogen deficiency. Walk through how to distinguish stress types from multispectral bands.

Soil moisture sensor installed in agricultural field
9 min read

Where to Place Soil Moisture Sensors in a Variable-Soil Field

Sensor placement is the difference between representative data and expensive noise. Our guide to choosing sensor locations in fields with high texture variability.

Agricultural display terminal showing prescription map file loaded in field computer
12 min read

Prescription File Formats Explained: ISOXML, John Deere Operations Center, and Trimble

If you’ve ever tried to load a prescription file and gotten a format error, this is the guide you needed.

Dryland corn field in Iowa showing dry soil conditions between rows
7 min read

Managing Dryland Corn Water Use Efficiency with Soil Moisture Data

Iowa dryland corn faces increasing pressure from irregular rainfall patterns. Here’s how in-field soil moisture monitoring changes irrigation and replanting decisions.

Winter cover crop growing on Iowa corn stubble field in early spring
8 min read

How Cover Crops Show Up in Your NDVI Data — and What to Do About It

Cover crop biomass shows up as high NDVI signal in late winter / early spring satellite passes. If you’re not accounting for this, your spring prescription zones may be wrong.

Sentinel-2 satellite orbit path over Midwest agricultural region
6 min read

Satellite Revisit Frequency: How Often Is Your Field Actually Being Imaged?

Sentinel-2 has a 5-day revisit time — but cloud cover means your actual clear-image frequency is more like every 10–25 days in the Midwest.

Soybean field with variable crop emergence zones visible
9 min read

Variable-Rate Seeding for Soybeans: Building Yield Zones from Soil Data

Variable-rate seeding for corn gets most of the attention, but soybean VRS has a strong ROI case in fields with high soil variability.

GPS field boundary map overlay on agricultural fields
7 min read

Getting Your Field Boundaries Right Before the Season Starts

Inaccurate or overlapping field boundaries cause more prescription problems than any other setup issue. A guide to digitizing boundaries correctly.

Abstract visualization of farm data flowing through secure pathways
11 min read

Who Owns Your Field Data? What Growers Should Demand From Ag Software Contracts

When a precision ag platform is owned by an agrochemical company, your field data may be informing their pricing and product decisions.

Corn yield map and soil sample point data overlaid on field
10 min read

Using Yield Maps and Soil Samples Together to Draw Better Management Zones

Neither yield maps nor soil tests alone give you the full picture. The combination produces management zones that hold up across multiple seasons.

Soil zone sampling grid over agricultural field showing sampling locations
9 min read

Zone Sampling for P and K: How to Cut Soil Test Costs Without Losing Precision

Grid sampling at 2.5-acre grids is expensive. Zone sampling using management zones from satellite + soil EC data can reduce your sample count by 50%.

Iowa cornfield in winter with snow dusting showing stubble rows and planning documents
9 min read

Building Your 2026 Input Budget from Last Season’s Field Data

Winter is the right time to use yield maps and soil test results to find where you can cut fertilizer pounds without cutting yield — before pre-pay deadlines arrive.

Farmer reviewing prescription map on tablet in equipment shed next to planter in late winter
8 min read

Pre-Season Prescription Review: What to Verify Before the Planter Leaves the Shed

Zone boundary drift, ISOXML format mismatches, unit-of-measure errors — a practical checklist for catching prescription problems before they happen in the field.

Satellite false-color NDVI image showing early corn emergence across Iowa field in April
7 min read

Early-Season NDVI: Why the First Satellite Passes of the Year Are Worth Saving

The earliest clear-sky image after emergence sets your monitoring baseline for the whole season. Here’s how to use pre-canopy imagery to spot soil variability and emergence issues early.

High-clearance applicator applying liquid nitrogen sidedress to V8 corn in Iowa June
10 min read

Timing Your Sidedress Pass: Using Satellite Imagery and Soil Moisture to Build a Variable-Rate N Prescription

At V6–V10 corn, the crop is already showing you where nitrogen is limiting. How to read early-vegetative NDVI alongside soil moisture to build a sidedress prescription before the window closes.