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ACKNOWLEDGMENTS

This book evolved from a series of Python workshops that I developed with the help of Eviatar Bach and Kriti Bhargava from the Department of Atmospheric and Oceanic Science at the University of Maryland. I am very grateful for their assistance providing feedback for the examples in this book and for leading several of these workshops with me.

This book would not exist without their support and contributions from others, including:

The many reviewers who took the time to read versions of this book, several of whom I have never met in person. Thanks to modern communication systems, I was able to draw from their expertise. Their constructive feedback and insights not only helped to improve this quality and breadth of the book but also helped me hone my technical writing skills.

Rituparna Bose, Jenny Lunn, Layla Harden, and the rest of the team at AGU and Wiley for keeping me informed, organized, and on track throughout this process. They were truly a pleasure to work with.

Nadia Smith and Chris Barnet, and my other colleagues at Science and Technology Corp., who provided both feedback and conversations that helped shape some of the ideas and content in this book.

Catherine Thomas, Clare Flynn, Erin Lynch, and Amy Ho for their endless encouragement and support.

Tracie and Farid Esmaili, my parents, who encouraged me to aim high even if they were initially confused when their atmospheric scientist daughter became interested in “snakes.”