Start with high-confidence weather & storms books, then narrow by subgenre or adjacent topics.
We Gather Together
Wendy Pfeffer
Water in the Park
Emily Jenkins
What Was the Ice Age?
Nico Medina
100 Most Destructive Natural Disasters Ever
Anna Claybourne
Hello, World! Snow
Jill McDonald
A World Without Summer
Nicholas Day
Why Does It Rain?
Eric Carle
Why Is It Hot?
How the World Works
Christian Dorian
Maisy's Wonderful Weather Book
Lucy Cousins
Arctic Lights, Arctic Nights
Debbie S. Miller
Drop
Emily Kate Moon
Frozen in Time
Carmella Van Vleet
The Kids' Book of Weather Forecasting
Mark Breen
Disasters
Brenda Z. Guiberson
National Geographic Kids Everything Weather
Kathy Furgang
When the Sky Glows
Nell Cross Beckerman
Water Is Water
Miranda Paul
All About Weather
Huda Harajli
Look Inside Wild Weather
Emily Bone