Field intelligence

Field intelligence for row-crop growers

Technical articles on yield prediction, satellite NDVI interpretation, crop phenology, N timing, and yield monitor data integration — written by the Acreweave agronomy and data science team.

Yield Prediction Crop Science Field Management Business

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Corn field aerial view with data overlay comparing predicted and actual yield for 2023 season review
Yield Prediction Apr 12, 2025

How Accurate Are Corn Yield Forecasts? A 2023 Season Review

We compared our mid-season yield forecasts against combine yield monitor averages across 180 corn fields in the 2023 season. Here's where the model hit its stated accuracy band — and where it didn't.

Read article 7 min read
False-color satellite NDVI map showing crop health variation across agricultural fields
Crop Science Mar 3, 2025

What NDVI Actually Tells You About Your Fields (And What It Doesn't)

NDVI is the most-cited number in satellite ag platforms. But it's also frequently misread. A field-science primer on what the index measures, where it's useful, and where a different index does better.

Read article 8 min read
Corn field with variable-rate nitrogen application equipment in background at dusk
Field Management Jan 28, 2025

Timing Nitrogen Applications to Predicted Yield Potential

Flat-rate nitrogen calendars leave money on the table. How field-by-field yield potential estimates help growers size and time side-dress N applications to what the crop actually needs — not a fixed date in May.

Read article 6 min read
Close-up of soybean plant showing pods developing along main stem
Yield Prediction Dec 9, 2024

Building a Pod-Count Model: How We Validate Soybean Yield Estimates

Our soybean model integrates pod count estimates from canopy closure timing, GDD accumulation, and stress event history. Here's how we built and validated it across Yolo County fields.

Read article 9 min read
Corn field showing heat stress symptoms with rolled leaves and discoloration during Midwest summer
Crop Science Oct 22, 2024

Quantifying Heat Stress Yield Loss: Lessons from the 2024 Midwest Season

The 2024 Midwest corn season had a brutal heat event during pollination. We modeled the yield drag using our heat-stress index and validated against available harvest data.

Read article 8 min read
Aerial view of agricultural fields with precise GIS field boundary lines overlaid on satellite imagery
Yield Prediction Aug 14, 2024

Why Field Boundary Precision Matters More Than Satellite Resolution

Many growers ask about satellite resolution. The more important question is whether your field boundaries match your actual management zones. Here's why boundary precision wins.

Read article 7 min read
Winter wheat field at tillering stage with vivid green young wheat plants in rows
Field Management Jun 30, 2024

Early-Season Scoring for Winter Wheat: Catching Yield Drag Before Heading

Our early-season scoring identifies wheat fields already underperforming at tillering — giving growers time to intervene with nitrogen or fungicide before the window closes.

Read article 7 min read
Modern combine harvester in corn field with digital data overlay concept
Business May 5, 2024

Connecting Your Yield Monitor to Field Intelligence: A Practical Guide

How to export yield monitor data from John Deere Operations Center, Climate FieldView, or raw CSV — and load it into Acreweave to sharpen next season's forecasts.

Read article 6 min read

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