Publications

In Review

Oram, J., K.M. Banner, Stratton, C., Andrew Hoegh, and K.M. Irvine. “Leveraging the observed-data likelihood improves using machine learning labels in a Bayesian hierarchical model for bioacoustic data.” In review in Annals of Applied Statistics.

Published

Stratton, C., A. Hoegh, T.J. Rodhouse, J.L. Green, K.M. Banner, K.M. Irvine. 2024. “Clustering and unconstrained ordination with Dirichlet process mixture models.”

Stratton, C., K.M Irvine, K.M. Banner, E.S. Almberg, D. Bachen, and K. Smucker. 2024. “Joint spatial modeling bridges the gap between disparate disease surveillance and population monitoring efforts informing conservation of at-risk bat species.”

Stratton, C., K.M. Banner, and K.M. Irvine. 2023. “Code vignette for application of the spatially misaligned regression model described in ‘Joint spatial modeling bridges the gap between disparate disease surveillance and population monitoring efforts informing conservation of at-risk bat species,’ U.S. Geological Survey software release”

Stratton, C., B.R. Straw, J.H. Cox, K.M. Irvine, F.C. Tousley, and B.E. Reichert. 2023. “Attributed North American Grid-Based Offshore Sampling Frames: U.S. Geological Survey data release.”

Stratton, C., K.M. Irvine. 2022. Summertime analysis statistical report for Little Brown, Northern Long-eared, and Tricolored bat species status assessment. Chapter B in Straw, B.R, J. A. Martin, J.D Reichard, and B.E Reichert, editors. “Analytical assessments in support of the U.S. Fish and Wildlife Service 3-Bat species status assessment. Cooperator report prepared in cooperation with the U.S. Geological Survey, United States Fish and Wildlife Service and Bat Conservation International.”

Stratton, C., K.M. Irvine, K.M. Banner, W.J. Wright, C. Lausen, J. Rae. 2022. “Coupling validation effort with in situ bioacoustic data improves estimating relative activity and occupancy for multiple species with cross-species misclassifications.” Methods in Ecology and Evolution, 13(6), p. 1288 – 1303.

Stratton, C., J.L. Green, and A. Hoegh. 2021. “Not just normal: Exploring power with Shiny apps.” Technology Innovations in Statistics Education, 13(1), p. 1 – 37.

Stratton, C., A.J. Sepulveda, and A. Hoegh. 2020. “msocc: Fit and analyze computationally efficient multi-scale occupancy models in R.” Methods in Ecology and Evolution, 11(9), p. 1113 – 1120.

Stratton, C., A. Hoegh, K. M. Irvine, K. Legg, K. McCloskey, E. Shanahan, M. Tercek, and D. Thoma. 2019. “Assessing spatial and temporal patterns in sagebrush steppe vegetation communities, 2012-2018: Grand Teton National Park.” Natural Resource Report NPS/GRYN/NRR-2019/2020. National Park Service, Fort Collins, Colorado.

Hoegh, A., K. Flagg, and Stratton, C.. 2018. Contributed comment on Article by Bradley, Holan, and Wikle Invited commentary on “Computationally efficient multivariate spatio-temporal models for high-dimensional count-valued data” by Jonathan R. Bradley, Scott H. Holan, and Christopher K. Wikle. Bayesian Data Analysis, 13(1), p. 253 – 310.

Irvine, K.M., K.M. Banner, Stratton, C., W.M. Ford, and B.E. Reichert. 2022. “Statistical assessment on determining local presence of rare bat species.” Ecosphere, 13(6), p. e4142.

Irvine, K.M., and C. Stratton. 2021. “Rangewide summertime model predictions for three bat species (Myotis lucifigus, Myotis septentrionalis, and Perimyotis subflavus) from acoustic and mist net data 2010 to 2019: US Geological Survey data release.”

Khalighifar, A., B.S. Gotthold, E. Adams, J. Barnett, L.O. Beard, E.R. Britzke, P.A. Burger, K. Chase, Z. Cordes, P.M. Cryan, E. Ferrall, C.T. Fill, S.E. Gibson, G.S. Haulton, K.M. Irvine, L.S. Katz, W.L. Kendall, C.A. Long, O.M. Aodha, T. McBurney, S. McCarthy, M.W. McKown, J. O’Keefe, L.D. Patterson, K.A. Pitcher, M. Rustand, J.L. Segers, K. Seppanen, J.L. Simers, Stratton, C., B.R. Straw, T.J. Weller, and B.E. Reichert. 2022. “NABat ML: Utilizing deep learning to enable crowdsourced development of automated, scalable solutions for documenting North American bat populations.” Journal of Applied Ecology, 56(11), p. 2849 – 2862.

Sepulveda, A.J., A. Hoegh, J.A. Gage, S.L Caldwell-Eldridge, J.M. Birch, Stratton, C., P.R. Hutchins, E.P. Barnhart. 2021. “Integrating environmental DNA results with diverse data sets to improve biosurveillance of river health.” Frontiers in Ecology and Evolution, 9, p. 1 – 13.

Sepulveda, A. J., C. Schmidt, J. Amberg, P. Hutchins, Stratton, C., C. Mebane, M. B. Laramie, and D. S. Pilliod. 2019. “Adding invasive species biosurveillance to the U.S. Geological Survey streamgage network.” Ecosphere, 10(8), p. 1 – 17.

Udell, B.J., C. Stratton, B.R. Straw, K.M. Irvine, J.D. Reichard, S.M. Gaulke, J.T.H. Coleman, F. Tousley, R.D. Inman, A.N. Schuhmann, R. Shively, and B.E. Reichert. 2023. “North American Bat Monitoring Program (NABat) Integrated Summer Species Distribution Model: Predicted Tricolored Bat Occupancy Probabilities: U.S. Geological Survey data release.”

Udell, B.J., B.R. Straw, T.L. Cheng, K. Enns, W.F. Frick, B. Gotthold, K.M. Irvine, C. Lausen, S. Loeb, J.D. Reichard, T.J. Rodhouse, D. Smith, C. Stratton, W.E. Thogmartin, and B.E. Reichert. 2022. “Status and trends of North American bats: Summer occupancy analysis 2010-2019.” U.S. Fish and Wildlife Service.

Wessel, S.A., L. Jones, E. Kramer, C. Stratton, L. Shoemaker, and D. Laughlin. 2020. “Predictability and stability of sagebrush-steppe restoration in a changing climate.” National Park Service Annual Report Vol. 43.