Hatfield, Missouri is a small town located in the northwest corner of the state. The climate in Hatfield is classified as humid continental, with hot summers and cold winters. The area receives an average of 38 inches of rainfall per year, with the wettest months being May and June.

The hydrology constituents in Hatfield are primarily made up of the One Hundred and Two River and its tributaries. The river is popular for fishing, with species such as catfish, bass, and crappie being commonly caught.

Outdoor recreation opportunities in Hatfield include hunting, hiking, and camping in the nearby state parks and conservation areas. Weston Bend State Park, Squaw Creek National Wildlife Refuge, and Nodaway Valley Conservation Area are all located within a 30-minute drive of Hatfield and offer a variety of outdoor activities.