Identifying presence or absence of grizzly and polar bear cubs from the movements of adult females with machine learning
July 4, 2025
Background
Citation Information
| Publication Year | 2025 |
|---|---|
| Title | Identifying presence or absence of grizzly and polar bear cubs from the movements of adult females with machine learning |
| DOI | 10.1186/s40462-025-00577-y |
| Authors | Erik Andersen, Justin Clapp, Milan Vinks, Todd C. Atwood, Daniel D. Bjornlie, Cecily M. Costello, David Gustine, Mark A. Haroldson, Lori L. Roberts, Karyn D. Rode, Frank T. van Manen, Ryan H. Wilson |
| Publication Type | Article |
| Publication Subtype | Journal Article |
| Series Title | Movement Ecology |
| Index ID | 70268864 |
| Record Source | USGS Publications Warehouse |
| USGS Organization | Alaska Science Center; Northern Rocky Mountain Science Center |
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Movement Metrics of Adult Female Grizzly Bears and Polar Bears Used to Identify Cub Presence with Machine Learning Movement Metrics of Adult Female Grizzly Bears and Polar Bears Used to Identify Cub Presence with Machine Learning
These data represent movement metrics of adult female grizzly bears and polar bears with and without cubs-of-the-year at seven temporal scales after den departure. Grizzly bear data were collected in the Greater Yellowstone Ecosystem during 2000–2021 and in the Northern Continental Divide Ecosystem during 2003–2022. Polar bear data were collected in the Southern Beaufort Sea during 1986...
Frank T van Manen, Ph.D.
Scientist Emeritus
Scientist Emeritus
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Movement Metrics of Adult Female Grizzly Bears and Polar Bears Used to Identify Cub Presence with Machine Learning Movement Metrics of Adult Female Grizzly Bears and Polar Bears Used to Identify Cub Presence with Machine Learning
These data represent movement metrics of adult female grizzly bears and polar bears with and without cubs-of-the-year at seven temporal scales after den departure. Grizzly bear data were collected in the Greater Yellowstone Ecosystem during 2000–2021 and in the Northern Continental Divide Ecosystem during 2003–2022. Polar bear data were collected in the Southern Beaufort Sea during 1986...
Frank T van Manen, Ph.D.
Scientist Emeritus
Scientist Emeritus
Email
Phone