File Geodatabase Feature Class
Tags
elk, Cervus canadensis, home range, GPS, Brownian bridge movement model, migration mapper, Siskiyou, Trinity, telemetry, connectivity, California
Home range contours for elk (Cervus canadensis roosevelti) developed by the California Department of Fish and Wildlife (CDFW) for the Marble Mountain herd in Siskiyou and Trinity counties, California. The population-level home range was developed in Migration Mapper with Brownian bridge movement models using GPS locations from collared elk. High use (50%) and full home range use (99%) contours are presented.
The project leads for the collection of most of this data were Robert Schaefer and his colleagues at Rocky Mountain Elk Foundation. Elk (11 adult females, 3 adult males) from the Marble Mountain herd were captured and equipped with GPS collars (G2110B/D Advanced Telemetry Systems), transmitting data from 2006-2013. Two study areas were used to collect collar data from the same mountain range (Klamath Mountains), including within the Klamath National Forest and Marble Mountain Wilderness in the north and adjacent to the town of Cecilville in the Shasta-Trinity National Forest to the south. The Marble Mountain herd contains short distance, elevation-based migrants, but this herd generally does not migrate between traditional summer and winter seasonal ranges. Instead, much of the herd displays a somewhat nomadic migratory tendency, slowly moving up or down elevational gradients. Some individuals used higher elevation areas throughout the summer, though this pattern was not ubiquitous. Therefore, annual home ranges were modeled using year-round data to demarcate high use areas in lieu of modeling the specific winter ranges commonly seen in other ungulate analyses in California. GPS locations were fixed at 2-10 hour intervals in the dataset. To improve the quality of the data set as per Bjrneraas et al. (2010), the GPS data were filtered prior to analysis to remove locations which were: i) further from either the previous point or subsequent point than an individual elk is able to travel in the elapsed time, ii) forming spikes in the movement trajectory based on outgoing and incoming speeds and turning angles sharper than a predefined threshold , or iii) fixed in 2D space and visually assessed as a bad fix by the analyst.
The methodology used for this analysis allowed for the mapping of the herds home range based on a small sample. Brownian Bridge Movement Models (BBMMs; Sawyer et al. 2009) were constructed with GPS collar data from 11 elk in total, including 12 sequences, location, date, time, and average location error as inputs in Migration Mapper to assess home range. Elk were separated into 3 distinct subherds (north - Ukonom; central - Wooley Creek subherd; south South Fork subherd) due to non-overlapping data points among regions. North subherd had 2 individuals and 2 home range sequences, central had 2 elk and 3 home range sequences, and the south subherd had 7 individuals and 7 home range sequences. Home range BBMMs were produced at a spatial resolution of 50 m using a sequential fix interval of less than 27 hours. Population-level home range designations for this herd may expand with a larger sample, filling in some of the gaps between home range polygons in the map. Large water bodies were clipped from the final outputs. Home range is visualized as the 50 th percentile contour (high use) and the 99 th percentile contour of the year-round utilization distribution.
Migration Mapper: https://migrationinitiative.org/content/migration-mapper Bjrneraas, K., Van Moorter, B., Rolandsen, C. M., and Herfindal, I. (2010). Screening global positioning system location data for errors using animal movement characteristics. The Journal of Wildlife Management, 74(6), 1361-1366. Sawyer, H., Kauffman, M. J., Nielson, R. M., and Horne, J. S. (2009). Identifying and prioritizing ungulate migration routes for landscapelevel conservation. Ecological Applications, 19(8), 2016-2025.
The user accepts sole responsibility for the correct interpretation of this report and the correct use of its accompanying dataset. Prior to using this dataset, please contact Erin Zulliger, Axel Hunnicutt, or Julie Garcia to ensure correct interpretation of the data. The data is best interpreted at a scale of 1:100,000 or larger. Given the small sample size used to construct home range utilization distributions from this herd, home range for elk likely extends beyond the borders of what is considered high use home range in our analysis, and likely does not represent the true extent of the home range for this herd. This analysis represents home range from one elk population, and is one of a suite of datasets being developed for Californias ungulate herds by CDFW.
CDFW makes no warranty of any kind regarding these data, express or implied. By downloading these datasets, the user understands that these data are subject to change at any time as new information becomes available. The user will not seek to hold the State or the Department liable under any circumstances for any damages with respect to any claim by the user or any third party on account of or arising from the use of data or maps. CDFW reserves the right to modify or replace these datasets without notification. No statement or dataset shall by itself be considered an official response from a state agency regarding impacts to wildlife resulting from a management action subject to the California Environmental Quality Act (CEQA).
License: This work is licensed under Creative Commons Attribution 4.0 International License ( https://creativecommons.org/licenses/by/4.0/ ). Using the citation standards recommended for BIOS datasets ( https://www.wildlife.ca.gov/Data/BIOS/Citing-BIOS ) satisfies the attribution requirements of this license.
Disclaimer: The State makes no claims, promises, or guarantees about the accuracy, completeness, reliability, or adequacy of these data and expressly disclaims liability for errors and omissions in these data. No warranty of any kind, implied, expressed, or statutory, including but not limited to the warranties of non-infringement of third party rights, title, merchantability, fitness for a particular purpose, and freedom from computer virus, is given with respect to these data.
Extent
| West | -123.571330 | East | -122.972370 |
| North | 41.731603 | South | 41.015044 |
| Maximum (zoomed in) | 1:5,000 |
| Minimum (zoomed out) | 1:150,000,000 |
The user accepts sole responsibility for the correct interpretation of this report and the correct use of its accompanying dataset. Prior to using this dataset, please contact Erin Zulliger, Axel Hunnicutt, or Julie Garcia to ensure correct interpretation of the data. The data is best interpreted at a scale of 1:100,000 or larger. Given the small sample size used to construct home range utilization distributions from this herd, home range for elk likely extends beyond the borders of what is considered high use home range in our analysis, and likely does not represent the true extent of the home range for this herd. This analysis represents home range from one elk population, and is one of a suite of datasets being developed for Californias ungulate herds by CDFW.
CDFW makes no warranty of any kind regarding these data, express or implied. By downloading these datasets, the user understands that these data are subject to change at any time as new information becomes available. The user will not seek to hold the State or the Department liable under any circumstances for any damages with respect to any claim by the user or any third party on account of or arising from the use of data or maps. CDFW reserves the right to modify or replace these datasets without notification. No statement or dataset shall by itself be considered an official response from a state agency regarding impacts to wildlife resulting from a management action subject to the California Environmental Quality Act (CEQA).
License: This work is licensed under Creative Commons Attribution 4.0 International License ( https://creativecommons.org/licenses/by/4.0/ ). Using the citation standards recommended for BIOS datasets ( https://www.wildlife.ca.gov/Data/BIOS/Citing-BIOS ) satisfies the attribution requirements of this license.
Disclaimer: The State makes no claims, promises, or guarantees about the accuracy, completeness, reliability, or adequacy of these data and expressly disclaims liability for errors and omissions in these data. No warranty of any kind, implied, expressed, or statutory, including but not limited to the warranties of non-infringement of third party rights, title, merchantability, fitness for a particular purpose, and freedom from computer virus, is given with respect to these data.