Bias correction and uncertainty characterization of Dead-Reckoned paths of marine mammals

作者: Yang Liu , Brian C Battaile , Andrew W Trites , James V Zidek , None

DOI: 10.1186/S40317-015-0080-5

关键词:

摘要: Background Biologgers incorporating triaxial magnetometers and accelerometers can record animal movements at infra-second frequencies. Such data allow the Dead-Reckoned (DR) path of an to be reconstructed high resolution. However, poor measures speed, undocumented caused by ocean currents, confounding between movement gravitational acceleration measurement error in sensors, limits accuracy precision DR paths. The conventional method for calculating paths attempts reduce random errors systematic biases using GPS observations without rigorous statistical justification or quantification uncertainty derived swimming

参考文章(24)
Bart Kranstauber, Roland Kays, Scott D. LaPoint, Martin Wikelski, Kamran Safi, A dynamic Brownian bridge movement model to estimate utilization distributions for heterogeneous animal movement. Journal of Animal Ecology. ,vol. 81, pp. 738- 746 ,(2012) , 10.1111/J.1365-2656.2012.01955.X
Yoko Mitani, Katsufumi Sato, Shinichiro Ito, Michael F. Cameron, Donald B. Siniff, Yasuhiko Naito, A method for reconstructing three-dimensional dive profiles of marine mammals using geomagnetic intensity data: results from two lactating Weddell seals Polar Biology. ,vol. 26, pp. 311- 317 ,(2003) , 10.1007/S00300-003-0487-Y
K Shiomi, T Narazaki, K Sato, K Shimatani, N Arai, PJ Ponganis, N Miyazaki, Data-processing artefacts in three-dimensional dive path reconstruction from geomagnetic and acceleration data Aquatic Biology. ,vol. 8, pp. 299- 304 ,(2010) , 10.3354/AB00239
Zhong Liu, Nhu D. Le, James V. Zidek, An empirical assessment of Bayesian melding for mapping ozone pollution Environmetrics. ,vol. 22, pp. 340- 353 ,(2011) , 10.1002/ENV.1054
K. M. Foley, M. Fuentes, A statistical framework to combine multivariate spatial data and physical models for Hurricane surface wind prediction Journal of Agricultural, Biological, and Environmental Statistics. ,vol. 13, pp. 37- 59 ,(2008) , 10.1198/108571108X276473
Mevin B. Hooten, Martha J. Garlick, James A. Powell, Computationally Efficient Statistical Differential Equation Modeling Using Homogenization Journal of Agricultural Biological and Environmental Statistics. ,vol. 18, pp. 405- 428 ,(2013) , 10.1007/S13253-013-0147-9
Julia Hazel, Evaluation of fast-acquisition GPS in stationary tests and fine-scale tracking of green turtles Journal of Experimental Marine Biology and Ecology. ,vol. 374, pp. 58- 68 ,(2009) , 10.1016/J.JEMBE.2009.04.009
Hall Sawyer, Matthew J. Kauffman, Ryan M. Nielson, Jon S. Horne, Identifying and prioritizing ungulate migration routes for landscape-level conservation. Ecological Applications. ,vol. 19, pp. 2016- 2025 ,(2009) , 10.1890/08-2034.1
Sujit K. Sahu, Alan E. Gelfand, David M. Holland, Fusing point and areal level space-time data with application to wet deposition. Journal of The Royal Statistical Society Series C-applied Statistics. ,vol. 59, pp. 77- 103 ,(2010) , 10.1111/J.1467-9876.2009.00685.X
Grace Wahba, None, A Least Squares Estimate of Satellite Attitude Siam Review. ,vol. 7, pp. 409- 409 ,(1965) , 10.1137/1007077