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Mastering the Mesonet

A Comprehensive Guide to Environmental Data Acquisition and Analysis

Author

Jonathan Sailor

Published

March 2026

Preface

Mastering the Mesonet cover — glowing map of Iowa overlaid with weather data visualizations

Mastering the Mesonet
A Comprehensive Guide to Environmental Data Acquisition and Analysis

Author: Jonathan Sailor
Date: March 2026
License: CC BY-NC 4.0
Source: mesonet.agron.iastate.edu


This guide is a comprehensive reference to the Iowa Environmental Mesonet (IEM), a free public weather and climate data platform operated by Iowa State University that most weather enthusiasts have only begun to explore.

The IEM ingests data from dozens of observing networks, preserves records that in some cases extend back to the 1800s, and makes them available through hundreds of tools, download portals, and data services. Most regular users still rely on only a small fraction of what it offers. This guide maps the whole thing.

How to Use This Book

The chapters follow a logical progression from orientation to detailed reference, but each one is also designed to stand alone. Practical workflows are embedded directly in the chapters where the relevant tools are introduced, so that when you finish reading about a tool, you immediately see it applied to a real problem.

The back matter is designed as working reference material:

  • The Glossary defines 39 IEM-specific terms used throughout the book
  • Appendix A is a network quick reference table you will return to repeatedly
  • Appendix B is a complete URL directory — 166 verified links organized by category
  • Appendix C is the full Autoplot chart reference — all 260 charts across 10 categories
  • Appendix D covers the GIS shapefile download endpoints

A Note on Data Quality

Throughout the book you will encounter callout boxes flagging data quality issues at the exact point where they are relevant. These are not buried in a later chapter; they appear when you first encounter the data they affect. Chapter 10 provides the full technical treatment; the callout boxes are the early warning signs.

A Note on URLs

Every URL in this guide was verified against the live IEM site in March 2026. In the HTML and EPUB versions, all URLs are live hyperlinks.

License

This work is licensed under the Creative Commons Attribution-NonCommercial 4.0 International license. You may share and adapt it for non-commercial purposes with attribution to Jonathan Sailor. Commercial use is prohibited.

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