Modernise agricultural land monitoring with drone data

Governments and municipalities trust FEDS to inspect thousands of square kilometres in days, not weeks. Access accurate crop health data, detect boundary violations, and reveal land-use insights with NDVI sensors and in-house AI classification, all without setting foot in the field.

A drone flying over a green agricultural field next to a dense forest.

Why monitoring agricultural land at scale is so challenging

Manual inspections are slow, inconsistent, and labor-intensive.

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Land misuse and violations are difficult to detect early.

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Boundary changes often go unnoticed until disputes arise.

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Pest outbreaks are detected too late for effective control.

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Irrigation issues are not visible at scale.

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Soil health is hard to assess remotely with accuracy.

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Data is fragmented across multiple contractors.

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Decisions are delayed due to outdated or incomplete reports.

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Everything You Need to Monitor Agricultural Land - from the air, in-house, and on time

Built for teams who need reliable data, not contractor complexity. FEDS combines precision agricultural drone surveys, in-house data processing, and AI-powered analysis to provide complete visibility into land use and crop health.

01

Large-Scale Farmland Surveys, Completed in Days

Drone flying over large green farmland with neatly planted crop rows under a partly cloudy sky.

We execute missions across hundreds and thousands of square kilometers with minimal personnel. From permits to flight plans and execution, everything is handled by our team, allowing you to inspect more land in less time.

02

Aerial Data That Flags Misuse, Violations, and Risk Areas

Man wearing a safety helmet and high-visibility vest operating a drone over a green field during daytime.

Our drones for crop inspection use NDVI, RGB, and thermal sensors to capture detailed imagery of farmland. This data reveals issues like poor irrigation, illegal waste burning, unapproved boundary changes, pest infestation, and compliance violations. All visible in a single aerial layer.

03

AI-Powered Classification for Faster, Smarter Decision-Making

Six aerial maps of a forested area showing different vegetation indices: RGB, NDVI, GNDVI, LCI, NDRE, and OSAVI, each with distinct color-coded data.

Once collected, data is processed using customised AI models we’ve trained and fine-tuned with our own regional datasets and quality controls. The result: clear insights on crop health, land use patterns, and compliance risks. No raw footage. No guesswork. Just actionable outputs.

04

100% In-House Operations with Faster, More Secure Turnarounds

Three men standing in a green field operating a drone visible in the sky, with clear blue sky and trees in the background.

Unlike many providers, FEDS doesn’t outsource or subcontract any part of the workflow. All data collection, processing, and reporting is done by our internal team. That means tighter control, faster delivery, and higher data security. This approach ensures that the drone agriculture services you receive are not only efficient but also secure and reliable.

Built for Scale, Precision, and Government
Benchmarks

FEDS uses rigorously tested drone platforms and advanced sensors selected through real-world field validation. We only deploy equipment that meets our standards for reliability, data quality, and mission success.

Drone Platforms and Payloads

Robust commercial drones equipped with NDVI and RGB sensors
End-to-end solutions tailored to client requirements, including sensor selection, flight planning, and AI powered data processing
Mission planning adapted to field size, terrain, and regulatory zones

Data Accuracy and Coverage

Centimeter-level mapping accuracy using ground control points (GCPs)
Coverage of up to 1,100 square kilometers per project
Support for long-duration flights and multi-mission campaigns

Processing and Analysis

Data processed in-house using FEDS-trained AI models
Feature classification (crop types, vegetation health, water features, boundaries, etc.)
Delivery of GIS-ready data in formats compatible with the client’s requirements and internal systems

Security and Compliance

Compliant with UAE Aviation, Commercial Drones and Municipal Regulations.
FEDS Drone-powered Solutions is certified on international UAS operational procedures (ISO 21384-3:2023), quality management (ISO 9001), OH&S (ISO 14001, ISO 45001) and for secure data storage and encrypted delivery (ISO 27001).

Mapping 1,100 km² of Farmland

CLIENT

Ministry of Climate Change & Environment (MoCCaE)

THE CHALLENGE

Map 1,100 km² of agricultural land fast enough that the information wouldn’t go stale while also accounting for livestock (including camels), trees, wells, pipelines, and structures. Satellite imagery lacked the needed clarity, and terrestrial surveys were too slow and costly.

FEDS SOLUTIONS

Deployed senseFly eBeeX fixed-wing drones to survey across six emirates and completed data capture in 64 working days (about 17 km² per day). Built and trained a semi-supervised ML model—validated with human QC—to identify and classify flora, fauna, and key assets from orthomosaics.

Aerial view of a rectangular building with open roof sections, surrounded by dry land with scattered trees and rocks.
Results
Delivered orthomosaic maps and asset-survey reports covering 1,100 km² in 64 working days.
Automated, validated counts and classifications of trees (by age), livestock, greenhouses, wells, and pipelines.
Actionable insights helped MoCCaE guide farmers on resource needs and crop choices for sustainable planning.
Analysis of Plant Compounds showing structure and analytical data on a dark background.