North American Breeding Bird Survey (BBS) stop-level uncertainty code
September 24, 2024
The North American Breeding Bird Survey (BBS) (https://www.pwrc.usgs.gov/bbs/) has counted birds annually for over fifty year. Survey 'routes' each consist of 50 'stops' (counts) placed along a line. Inter-stop distances can vary from route to route and from year to year, and precise locations of each stop are not typically recorded.
This script quantifies uncertainty in BBS stop locations using digitized stop locations from the central United States, calculates the resulting habitat uncertainty for each stop, based on the National Land Cover Database (NLCD; https://www.usgs.gov/centers/eros/science/national-land-cover-database), and incorporates this uncertainty into Bayesian multi-species hierarchical models to predict stop-level BBS bird detections. It can be used to repeat the authors analyses, or to produce additional analyses of BBS data from other regions, for other bird species, or for other covariates.
This script quantifies uncertainty in BBS stop locations using digitized stop locations from the central United States, calculates the resulting habitat uncertainty for each stop, based on the National Land Cover Database (NLCD; https://www.usgs.gov/centers/eros/science/national-land-cover-database), and incorporates this uncertainty into Bayesian multi-species hierarchical models to predict stop-level BBS bird detections. It can be used to repeat the authors analyses, or to produce additional analyses of BBS data from other regions, for other bird species, or for other covariates.
Citation Information
Publication Year | 2024 |
---|---|
Title | North American Breeding Bird Survey (BBS) stop-level uncertainty code |
DOI | 10.5066/P1HY6LDF |
Authors | Ryan C Burner |
Product Type | Software Release |
Record Source | USGS Asset Identifier Service (AIS) |
USGS Organization | Upper Midwest Environmental Sciences Center |
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Informative priors can account for location uncertainty in stop-level analyses of the North American Breeding Bird Survey (BBS), allowing fine-scale ecological analyses
Ecological inferences are often based on the locations at which species are present, but many species records have substantial uncertainty in spatial metadata, limiting their utility for fine-scale analyses. This is especially prevalent in historical records such as museum specimens, and in some citizen-science data. For example, the North American Breeding Bird Survey (BBS) has 55+...
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Related
Informative priors can account for location uncertainty in stop-level analyses of the North American Breeding Bird Survey (BBS), allowing fine-scale ecological analyses
Ecological inferences are often based on the locations at which species are present, but many species records have substantial uncertainty in spatial metadata, limiting their utility for fine-scale analyses. This is especially prevalent in historical records such as museum specimens, and in some citizen-science data. For example, the North American Breeding Bird Survey (BBS) has 55+...
Authors
Ryan C. Burner, Alan Kirschbaum, Jeffrey A. Hostetler, David Ziolkowski, Nicholas M. Anich, Daniel Turek, Eli D. Striegel, Neal D. Niemuth