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.
Citation Information
Publication Year | 2022 |
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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 |