skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Machine learning to classify animal species in camera trap images: Applications in ecology

Authors:
ORCiD logo [1];  [2];  [3];  [3];  [4]; ORCiD logo [4];  [4];  [3];  [5];  [6];  [6];  [7];  [7];  [8];  [8];  [9];  [9];  [9];  [10];  [11] more »;  [11];  [12];  [2];  [3]; « less
  1. Center for Epidemiology and Animal Health, United States Department of Agriculture, Fort Collins Colorado, Department of Zoology and Physiology, University of Wyoming, Laramie Wyoming
  2. Computer Science Department, University of Wyoming, Laramie Wyoming
  3. Center for Epidemiology and Animal Health, United States Department of Agriculture, Fort Collins Colorado
  4. National Wildlife Research Center, United States Department of Agriculture, Fort Collins Colorado
  5. College of Integrative Sciences and Arts, Arizona State University, Mesa Arizona
  6. Tejon Ranch Conservancy, Lebec California
  7. Savannah River Ecology Laboratory, Warnell School of Forestry and Natural Resources, University of Georgia, Aiken South Carolina
  8. Range Cattle Research and Education Center, Wildlife Ecology and Conservation, University of Florida, Ona Florida
  9. Colorado Parks and Wildlife, Fort Collins Colorado
  10. Department of Animal and Poultry Science, University of Saskatchewan, Saskatoon SK Canada
  11. Wildlife Biology Program, Department of Ecosystem and Conservation Sciences, W.A. Franke College of Forestry and Conservation, University of Montana, Missoula Montana
  12. Department of Zoology and Physiology, University of Wyoming, Laramie Wyoming, Department of Botany, University of Wyoming, Laramie Wyoming
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1483425
Grant/Contract Number:  
EM0004391
Resource Type:
Journal Article: Publisher's Accepted Manuscript
Journal Name:
Methods in Ecology and Evolution (Online)
Additional Journal Information:
Journal Name: Methods in Ecology and Evolution (Online); Journal ID: ISSN 2041-210X
Publisher:
Wiley-Blackwell
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Tabak, Michael A., Norouzzadeh, Mohammad S., Wolfson, David W., Sweeney, Steven J., Vercauteren, Kurt C., Snow, Nathan P., Halseth, Joseph M., Di Salvo, Paul A., Lewis, Jesse S., White, Michael D., Teton, Ben, Beasley, James C., Schlichting, Peter E., Boughton, Raoul K., Wight, Bethany, Newkirk, Eric S., Ivan, Jacob S., Odell, Eric A., Brook, Ryan K., Lukacs, Paul M., Moeller, Anna K., Mandeville, Elizabeth G., Clune, Jeff, Miller, Ryan S., and Photopoulou, ed., Theoni. Machine learning to classify animal species in camera trap images: Applications in ecology. United Kingdom: N. p., 2018. Web. doi:10.1111/2041-210X.13120.
Tabak, Michael A., Norouzzadeh, Mohammad S., Wolfson, David W., Sweeney, Steven J., Vercauteren, Kurt C., Snow, Nathan P., Halseth, Joseph M., Di Salvo, Paul A., Lewis, Jesse S., White, Michael D., Teton, Ben, Beasley, James C., Schlichting, Peter E., Boughton, Raoul K., Wight, Bethany, Newkirk, Eric S., Ivan, Jacob S., Odell, Eric A., Brook, Ryan K., Lukacs, Paul M., Moeller, Anna K., Mandeville, Elizabeth G., Clune, Jeff, Miller, Ryan S., & Photopoulou, ed., Theoni. Machine learning to classify animal species in camera trap images: Applications in ecology. United Kingdom. doi:10.1111/2041-210X.13120.
Tabak, Michael A., Norouzzadeh, Mohammad S., Wolfson, David W., Sweeney, Steven J., Vercauteren, Kurt C., Snow, Nathan P., Halseth, Joseph M., Di Salvo, Paul A., Lewis, Jesse S., White, Michael D., Teton, Ben, Beasley, James C., Schlichting, Peter E., Boughton, Raoul K., Wight, Bethany, Newkirk, Eric S., Ivan, Jacob S., Odell, Eric A., Brook, Ryan K., Lukacs, Paul M., Moeller, Anna K., Mandeville, Elizabeth G., Clune, Jeff, Miller, Ryan S., and Photopoulou, ed., Theoni. Mon . "Machine learning to classify animal species in camera trap images: Applications in ecology". United Kingdom. doi:10.1111/2041-210X.13120.
@article{osti_1483425,
title = {Machine learning to classify animal species in camera trap images: Applications in ecology},
author = {Tabak, Michael A. and Norouzzadeh, Mohammad S. and Wolfson, David W. and Sweeney, Steven J. and Vercauteren, Kurt C. and Snow, Nathan P. and Halseth, Joseph M. and Di Salvo, Paul A. and Lewis, Jesse S. and White, Michael D. and Teton, Ben and Beasley, James C. and Schlichting, Peter E. and Boughton, Raoul K. and Wight, Bethany and Newkirk, Eric S. and Ivan, Jacob S. and Odell, Eric A. and Brook, Ryan K. and Lukacs, Paul M. and Moeller, Anna K. and Mandeville, Elizabeth G. and Clune, Jeff and Miller, Ryan S. and Photopoulou, ed., Theoni},
abstractNote = {},
doi = {10.1111/2041-210X.13120},
journal = {Methods in Ecology and Evolution (Online)},
number = ,
volume = ,
place = {United Kingdom},
year = {Mon Nov 26 00:00:00 EST 2018},
month = {Mon Nov 26 00:00:00 EST 2018}
}

Journal Article:
Free Publicly Available Full Text
This content will become publicly available on November 26, 2019
Publisher's Accepted Manuscript

Save / Share: