Skip to main content
U.S. flag

An official website of the United States government

Sampling design workflows and tools to support adaptive monitoring and management

September 30, 2021

On the Ground
• Adaptive land management requires monitoring of resource conditions, which requires choices about where and when to monitor a landscape.

• Designing a sampling design for a monitoring program can be broken down in to eight steps: identifying questions, defining objectives, selecting reporting units, deciding data collection methods, defining the sample frame, selecting an appropriate design type, deciding stratification and allocation, and identifying the required sampling effort.

• Here, we provide descriptions of each step in the process and identify tools and resources to complete each step.

Publication Year 2022
Title Sampling design workflows and tools to support adaptive monitoring and management
DOI 10.1016/j.rala.2021.08.005
Authors Nelson G. Stauffer, Michael C. Duniway, Jason W. Karl, Travis W. Nauman
Publication Type Article
Publication Subtype Journal Article
Series Title Rangelands
Index ID 70225571
Record Source USGS Publications Warehouse
USGS Organization Southwest Biological Science Center