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Sampling design workflows and tools to support adaptive monitoring and management
Author
Stauffer, N.G.
Duniway, M.C.
Karl, J.W.
Nauman, T.W.
Publisher
Society for Range Management
Publication Year
2022-02
Body

• 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. © 2021 The Rangelands archives are made available by the Society for Range Management and the University of Arizona Libraries. Contact lbry-journals@email.arizona.edu for further information.

Language
en
Resource Type
Text
Document Type
Journal Issue/Article
Digital Object Identifier (DOI)
10.1016/j.rala.2021.08.005
Additional Information
Nelson G. Stauffer, Michael C. Duniway, Jason W. Karl, and Travis W. Nauman "Sampling Design Workflows and Tools to Support Adaptive Monitoring and Management," Rangelands 44(1), 8-16, (8 March 2022). https://doi.org/10.1016/j.rala.2021.08.005
ISSN
0190-0528
OAI Identifier
oai:repository.arizona.edu:10150/675724
Journal Volume
Rangelands
Journal Number
44
Journal Pages
1
Collection
Rangelands
Journal Name
Rangelands
Keywords
data collection
monitoring
monitoring workflow
sample design
spatially balanced sampling
stratification
  • Practical, non-technical peer-reviewed articles published by the Society for Range Management. Access articles on a rolling-window basis from vol 1, 1979 up to 3 years from the current year. More recent content is available by subscription from SRM.