# (S5:E7) Frog Eye-PM: Predictive Modeling Part 1 Page: https://stenobird.com/podcast/i-see-dead-plants-5462683/s5-e7-frog-eye-pm-predictive-modeling-part-1 Text version: https://stenobird.com/podcast/i-see-dead-plants-5462683/s5-e7-frog-eye-pm-predictive-modeling-part-1.md Podcast: [I See Dead Plants](https://stenobird.com/podcast/i-see-dead-plants-5462683) Published: 2026-05-13T12:00:00+00:00 Episode link: https://08dbec9a-1b86-4c76-8583-04dba2d1cb2c.libsyn.com/s5e7-frog-eye-pm-predictive-modeling-part-1 Audio file: https://traffic.libsyn.com/secure/08dbec9a-1b86-4c76-8583-04dba2d1cb2c/Jose_FLS_predictive_modeling_attribution_fix_part_1.mp4?dest-id=3938148 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/i-see-dead-plants-5462683/episodes/s5-e7-frog-eye-pm-predictive-modeling-part-1 Duration seconds: 2794 ## Resource 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 00:44 Introduction to Jose's Academic Journey 03:13 The Path to Plant Pathology 13:45 Understanding Frog Eye Leaf Spot 18:55 Management Strategies for Frog Eye Leaf Spot 21:51 Fungicide Resistance and Its Implications 23:39 The Journey to Predictive Modeling 25:57 The Role of Predictive Models in Agriculture 28:49 Understanding Predictive Modeling 34:26 Types of Predictive Models 40:09 Logistic Regression and Machine Learning Models 45:36 outro with logo.mp4 Zaworski, E. (Host) and González-Acuña, J. (Interviewee). S5:E7 (Podcast). Frog Eye-PM: Predictive Modeling Part 1. 5/13/2026 . In I See Dead Plants . Crop Protection Network. Transcript ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/i-see-dead-plants-5462683/episodes/s5-e7-frog-eye-pm-predictive-modeling-part-1/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/i-see-dead-plants-5462683/s5-e7-frog-eye-pm-predictive-modeling-part-1.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.