Built for growers · citrus-proven
Agroview: tree counts, gap analysis, and nutrient maps for your grove
Agroview is Agriculture Intelligence's (AgIntel) per-plant inventory for tree crops. It turns drone (UAV) imagery, or aircraft imagery enhanced by Agrozoom, into tree counts, gap (missing-tree) counts, and per-tree height, canopy area, leaf density and health, plus citrus nutrient maps. Count accuracy is 95%+ with under 5% mean absolute bias against ground truth. Proven in citrus. Almonds are in market. Annual inventory starts at $1,353/yr for under 100 acres.
Agroview is a tree-level analytics platform for tree crops: every tree is its own record with height, canopy area, leaf density and health.
Gap loss estimator
Every gap is lost revenue
Missing trees drain yield every season. Dial in your grove below and see what gaps may be costing you. Works for citrus and other tree crops: no tree, no yield.
How this is calculated: acres × trees per acre × gap rate = missing trees; missing trees × boxes per tree × price per box = revenue lost each year.
The 6% default is deliberately conservative. Across the millions of Florida citrus tree spaces Agroview has assessed, the average gap rate is 19.8%. More on orchard gap analysis.
How it works
1. Bring or collect imagery
Upload your own imagery, arrange a drone (UAV) flight, or use aircraft + Agrozoom for scale and history.
2. Count and measure every tree
Cloud ingest and models turn pixels into per-plant and per-field metrics.
3. Act and share
Maps, reports, and exports your team, advisors, or buyers can use.
Tree counts use drone (UAV) and/or aircraft + Agrozoom imagery, not satellite.
Need ground-level data too? Agrosense (early access) adds trunk diameter and visible fruit, tree by tree, from the row.
Grove view
In Agroview a block is a field. A grove is the fields that belong to it. The grove view lists those fields and their acres, and it adds up the released inventory: trees, gaps, rows, trees per acre, and average height, canopy area, and density. A field with no released inventory is left out of those totals. Capture dates roll up to the grove. The yield estimate stays on the field.
Yield estimate
On one field, the yield estimate is counted trees times a rate you enter or adjust. Citrus is boxes per tree. Other tree crops are units per tree. There is no default rate. The figure is an estimate of boxes or units. A measured harvest is a different output, and the estimate is not shown as one rate across a grove.
Gaps are for replant targeting and for identifying underperforming blocks. The yield estimate above is a separate output: your rate times the tree count on one field.
- Deficient
- Low
- Optimum
- High
- Excess
Beyond the census
Nutrients mapped across the whole field
Nutrient status shows in the canopy. Agroview reads it from multispectral drone imagery, RGB plus two bands beyond what the eye can see, and zones the whole block from deficient through optimum to excess. You get every non-optimal zone on the map, not just the trees you sampled, so corrections go where they bring the balance back. NPK plus eight micronutrients, each as its own map. Available for citrus today.
Macronutrients · NPK
- NNitrogen
- PPhosphorus
- KPotassium
Micronutrients
- Magnesium
- Calcium
- Sulfur
- Boron
- Zinc
- Manganese
- Iron
- Copper
Quoted separately from the inventory package; needs a multispectral flight, not RGB. More on nutrient mapping.
Accuracy and research
- 95%+ count accuracy, under 5% mean absolute bias, validated against ground truth before insurer deployment.
- 97% tree count accuracy across 175,977 commercial citrus trees on 1,871 acres (Computers and Electronics in Agriculture, 2020).
- 99.8% tree detection F-score. Gap detection at 100% precision and 94.6% recall (Remote Sensing, 2019).
- Tree counts vary under 3% across repeat flights (Smart Agricultural Technology, 2024).
- Patented: US 12,008,730.
All five papers are on About.
From crop insurers who use Agroview
“In Agroview, we found proven, accurate, and consistent results.”
“We have tried or used multiple AI platforms and Agroview is the most accurate and best value we have found.”
Pricing
One annual inventory price by acre band. Aircraft imagery + Agrozoom, then Agroview analysis: tree count, gap count and report, and per-tree metrics (height, canopy area, leaf density).
Small
Under 100 acres
$1,353/yr
- Aircraft + Agrozoom imagery
- Tree count and gap count / report
- Per-tree height, canopy area, leaf density
Medium
101–850 acres
$3,498/yr
- Aircraft + Agrozoom imagery
- Tree count and gap count / report
- Per-tree height, canopy area, leaf density
Large
851–2,500 acres
$6,748/yr
- Aircraft + Agrozoom imagery
- Tree count and gap count / report
- Per-tree height, canopy area, leaf density
Pay-as-you-go analytics
Need nutrients, extra analysis, or a different collection path? We quote those separately. Talk to us when the inventory package is not the whole job.
Larger operations and crop insurers: see the insurer path or talk to us.
Questions
What does Agroview measure?
Tree count and gap count per block. Per-tree height, canopy area, leaf density and health. For citrus, nutrient maps for N, P, K, Mg, Ca, S, B, Zn, Mn, Fe and Cu.
What imagery does Agroview use?
Your own imagery, an arranged drone (UAV) flight, or aircraft imagery enhanced by Agrozoom. Satellite imagery is not used for tree counts.
How accurate is Agroview?
95%+ count accuracy with under 5% mean absolute bias against ground truth. Peer-reviewed results include 97% accuracy on 175,977 commercial citrus trees.
How much does Agroview cost?
Annual inventory: $1,353/yr under 100 acres, $3,498/yr for 101 to 850 acres, $6,748/yr for 851 to 2,500 acres. Larger operations, insurers, nutrients and custom collection are quoted.
Do nutrient maps need a special flight?
Yes. They need a multispectral drone flight (not RGB), are available for citrus today, and are quoted separately.
What is the yield estimate?
Agroview's yield estimate is our accurate tree count multiplied by a per-tree rate you enter or adjust (boxes per tree for citrus, units per tree for other tree crops). It is an estimate, not a measured harvest, but helps you get an idea of the field's yield.
Ready to put a number on your gaps?
Dial the estimator above, or talk to us about a free analysis on your acres.