Ken Treloar
Making Sense of Drone-Derived Data for Perennial Crops
by Ken Treloar
Maps are not the goal. Management is.
Go from pixels to pruning; from insights to intelligent irrigation; from yield predictions to predictable profit.
Build a data-savvy orchard mindset without the guesswork.
Drone data can feel complex. It doesn’t have to be. In Drone Data Metrics for Orchard Farming, AgTech writer and strategist Ken Treloar outlines how you can effectively read RGB, DEMs, multispectral indices, thermal metrics, canopy statistics, and analyse plant census data with clarity.
Turning information from above into practical field actions with a simple, repeatable workflow. This drone-first handbook is the perfect guide for for UAV mapping management of perennial crops. Citrus, Macadamias, Avocados, Grapes, Berries, and more. Multi-season analysis where ROI-first decisions, not gadgets, create the value.
What you’ll learn:
How to choose survey timing that actually helps (early season; mid season; post-harvest).
How to layer data (RGB + DEM + NDVI/NDRE + Thermal) to diagnose why planted assets are underperforming.
How to use plant census and canopy metrics to target replanting, pruning, and VRA programs.
When NDVI is the right tool; when NDRE sees stress sooner in dense canopies.
How Transpiration Uniformity and Transpiration Variance surface irrigation issues before they cost you yield.
How to design Smart Sampling routes that cut walking time and remove bias.
How to compare seasons; measure variance; and track ROI with confidence.
Practical thresholds and rules-of-thumb for quick triage in the field.
Inside the book, you get a clear run-through of the drone data advantage, key metrics and UAVs, RGB, DEMs, NDVI and NDRE, plant census, canopy area metrics, thermal metrics, and precision sampling; plus simple workflows and a concise glossary for quick reference.
Each chapter ends with action steps and further reading options - while many sections include reference tables you can utilise, screenshot, or share with production teams.
Who is this book for?
Production managers. Agronomists. Farm owners. Drone pilots serving perennial crop clients. And anyone who needs to convert drone layers into timely, profit-first decisions.
Why this book. Why now?
Because important decisions cannot wait. Ken writes for busy teams and action biased leadership. Concise high-impact text. Clear language. Field-tested use cases. No fluff. Just the essentials to move you from scan to action.
Every copy includes a free link to Ken’s free Drone Data Metrics email-based mini-course for quick-reference access during the season, or to share with colleagues and peers. Also perfect for onboarding team members and aligning field crews.
You will also find QR codes at each chapter where you can dive a little deeper into each topic and browse applicable articles taken from his blog The AgTech Diaries.
Ken Treloar is a writer, consultant, speaker and strategist, focused on precision agriculture for perennial crops. He helps farmers and agribusiness teams to read drone data with clarity and act on insights with purpose. His work has appeared online, in industry publications, and at live presentations.
Make better decisions from your very next flight!
Get your copy of Drone Data Metrics for Orchard Farming today and grab a practical outline of the most important stats you can use for turning aerial data into stronger and more resilient orchards and a healthy ROI.
Writer focused on AgTech and drone-based solutions.
Ken writes about drone-based solutions in the agricultural context. With more than a decade's worth of hands-on Agricultural Technology (AgTech) experience, he shares critical ways in which these technologies add tangible value across farming operations. Ken supports agricultural enthusiasts all over the world with his insights and technical know-how: How to leverage the very best in AgTech solutions. His readers use actionable advice to bring in value to their businesses; optimising the very best in new-age digital solutions, and you can too! Ken holds an MBA in Business Administration, and a Bachelor's degree in Landscape Technology. He continues to study all that inspires him; enabling him to serve his readers more and to fuel his ongoing curiosity in the field of AgTech, farming, and business. You can find Ken online via his AgTech Diaries blog on Substack.