Skip to content
(S5:E8) Frog Eye-PM: Predictive Modeling Part 2 episode artwork

May 20, 2026 38 min

(S5:E8) Frog Eye-PM: Predictive Modeling Part 2

from I See Dead Plants Hosted by Crop Protection Network

In this episode Ed interviews Dr. José González-Acuña, recent Ph.D. graduate at Iowa State University. They discuss José's Thesis work on frogeye leaf spot and efforts to expand the ever growing library of plant disease predictive models. Additional Resources https://www.nature.com/articles/s41598-026-46975-z#Sec14 https://journals.ashs.org/view/journals/horttech/27/5/article-p710.xml https://cropprotectionnetwork.org/news/new-crop-risk-tool-enhances-disease-management-decisions Time Stamps 00:00 Understanding Machine Learning Models 03:23 Choosing the Right Model for the Project 06:13 Metrics for Model Evaluation 08:48 Challenges in Data Collection and Standardization 11:38 Insights on Frog Eye Leaf Spot Modeling 13:44 Future Directions and Improvements 17:40 Understanding Weather Data's Role in Disease Modeling 19:42 Data Collection and Analysis for Disease Severity 21:29 Introduction to Decision Support Systems (DSS) 22:27 The Importance of Decision Support in Agriculture 24:09 Future of Predictive Modeling and Decision Support Systems 28:44 The Role of Farmers in Utilizing Predictive Models 32:14 Economic Benefits of Decision Support Systems 34:29 Elevator Pitch: Explaining Predictive Modeling to the Public 37:58 outro with logo.mp4 Zaworski, E. (Host) and González-Acuña, J. (Interviewee). S5:E8 (Podcast). Frog Eye-PM: Predictive Modeling Part 2. 5/20/2026. In I See Dead Plants. Crop Protection Network. Transcript

Episode details come from the podcast's RSS feed.

Embed this episode

Ready to play

(S5:E8) Frog Eye-PM: Predictive Modeling Part 2

0:00 38:56

No transcript yet.

Requests help us decide what to transcribe next.

Share this episode

Similar podcasts

The Course Mentors Podcast The Course Mentors Hey there, future course creator! Ever feel like turning your know-how into an online course is like trying to solve a Rubik's cube blindfolded? Well, grab your headphones because "The Course Mentors Podcast" is here to be your secret weapon! Meet Aimee and Odette (that's us!), your new best friends in the course creation world. We've been in the trenches for over a decade, and for the last five years, we've been rocking the online course space. Now we're here to spill all our secrets in bite-sized, 15-20 minute episodes that'll fit perfectly in your coffee breaks. No fluff, no filler - just real, actionable advice that'll take you from "um, what's a landing page?" to "holy moly, I just hit six figures!". We're talking everything from crafting your course to marketing it like a pro and building a business that'll have you pinching yourself. Whether you're dreaming of ditching the 9-to-5 grind, adding a sweet extra income str

Frequently asked questions

How long is this episode of I See Dead Plants?

This episode is 38 minutes long.

When was this I See Dead Plants episode published?

This episode was published on May 20, 2026.

Can I download this I See Dead Plants episode?

Yes. Use the download control on the episode player to save the publisher-provided media file.