Journal Articles
2023
W Gronnemose, B Rabus. 3D FDTD Framework for Simulating SAR Imagery of Realistic Near Earth Surface Volumes (Soil, Snow, Vegetation). IEEE Transactions on Geoscience and Remote Sensing.
Brent George, Terri Bateman, Mckay Formica, Wyatt Gronnemose, Nicholas Hilke, Usman Iqbal, BJ Kirschoffer, Bernhard Rabus, Tom Smith, Jeff Stacey, Lucas Stock, Evan Zaugg, David Long. On evaluating the efficacy of air-borne synthetic aperture radar for detecting polar bears: A pilot study. Ursus 2023 (34e6), 1-17.
Davide Donati, Doug Stead, Bernhard Rabus, Jeanine Engelbrecht, John J Clague, Stephen D Newman, Mirko Francioni. Characterization of the Fels Landslide (Alaska) Using Combined Terrestrial, Aerial, and Satellite Remote Sensing Data. Remote Sensing 16 (1), 117.
J Haas, W Yolland, B Rabus. Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization. arXiv preprint arXiv:2306.04072.
J Haas, W Yolland, B Rabus. Simple High Quality OoD Detection with L2 Normalization. CoRR.
Giovanni Corti, Bernhard Rabus, Gwenn Elizabeth Flowers. Detection and Characterization of Discontinuous Motion on Thompson Glacier, Canadian High Arctic, Using Synthetic Aperture Radar Speckle Tracking and Ice-Flow Modeling. EarthArXiv, 2023.
2022
Jarrod Haas, William Yolland, Bernhard Rabus. Inducing Early Neural Collapse in Deep Neural Networks for Improved Out-of-Distribution Detection. arXiv preprint arXiv:2209.08378, 2022. Journal is TMLR, Transactions on Machine Learning Research
Bernhard Rabus, Jeanine Engelbrecht, John J Clague, Davide Donati, Doug Stead, Mirko Francioni. Response of a large deep-seated gravitational slope deformation to meteorological, seismic, and deglaciation drivers as measured by InSAR. Frontiers in Earth Science, 2022.
Jarrod Haas, William Yolland, Bernhard Rabus. Inducing Early Neural Collapse in Deep Neural Networks for Improved Out-of-Distribution Detection. arXiv preprint arXiv:2209.08378, 2022.
Jayson Eppler, Bernhard T Rabus. Adapting InSAR Phase Linking for Seasonally Snow-Covered Terrain. IEEE Transactions on Geoscience and Remote Sensing, 2022.
Jayson Eppler, Bernhard Rabus, Peter Morse. Snow water equivalent change mapping from slope-correlated synthetic aperture radar interferometry (InSAR) phase variations. The Cryosphere, 2022.
Jayson Eppler, Bernhard T Rabus, Peter Morse. Snow Water Equivalent Change Mapping from Slope Correlated InSAR Phase Variations. The Cryosphere Discussions, 2021.
2021
Donati D, Rabus B, Engelbrecht J, Stead D, Clague J, Francioni M. A Robust SAR Speckle Tracking Workflow for Measuring and Interpreting the 3D Surface Displacement of Landslides. Remote Sensing. 2021; 13(15):3048. (link: https://doi.org/10.3390/rs13153048)
J. Eppler and B. T. Rabus, "The Effects of Dry Snow on the SAR Impulse Response and Feasibility for Single Channel Snow Water Equivalent Estimation," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2021.3089131.
Haas, J., & Rabus, B. (2021). Uncertainty Estimation for Deep Learning-Based Segmentation of Roads in Synthetic Aperture Radar Imagery. Remote Sensing, 13(8), 1472.
2019
Roberts, N. J., Rabus, B. T., Clague, J. J., Hermanns, R. L., Guzmán, M.-A., and Minaya, E. Changes in ground deformation prior to and following a large urban landslide in La Paz, Bolivia, revealed by advanced InSAR, Nat. Hazards Earth Syst. Sci., 19, 679–696, https://doi.org/10.5194/nhess-19-679-2019, 2019.
2018
S. Stettner, H. Lantuit, B. Heim, J. Eppler, A. Roth, A. Bartsch, and B. Rabus. TerraSAR-X time series fill a gap in spaceborne snowmelt monitoring of small Arctic catchments - a case study on Qikiqtaruk (Herschel Island), Canada. Remote Sens., 10(7), 1155, 2018. (link: https://www.mdpi.com/2072-4292/10/7/1155)
B. Rabus, and M. Pichierri. A new InSAR phase demodulation technique developed for a typical example of a complex, multi-lobed landslide displacement field, Fels Glacier Slide, Alaska. Remote Sens., 10(7), 995, 2018. (link: https://www.mdpi.com/2072-4292/10/7/995)
F. Hosseini, M. Pichierri, J. Eppler, and B. Rabus. Staring Spotlight TerraSAR-X SAR interferometry for identification and monitoring of small-scale landslide deformation. Remote Sens., 10(6), 844, 2018. (link: https://www.mdpi.com/2072-4292/10/6/844)
M. Pichierri, I. Hajnsek, S. Zwieback, and B. Rabus. On the potential of Polarimetric SAR Interferometry to characterize the biomass, moisture and structure of agricultural crops at L-, Cand X-Bands. Rem. Sens. Env., 204, 596–616, 2018. (link:https://www.sciencedirect.com/science/article/pii/S0034425717304613)
2016
A. Gilbert, G. E. Flowers, G. H. Miller, B. T. Rabus, W. Van Wychen, A. S. Gardner, and L. Copland. Sensitivity of Barnes Ice Cap, Baffin Island, Canada, to climate state and internal dynamics. J. Geophys. Res. Earth Surf., 121, 1516–1539, 2016. (link:https://agupubs.onlinelibrary.wiley.com/doi/full/10.1002/2016JF003839)
2014
N.J. Roberts, B.T. Rabus, R.L. Hermanns, M.A. Guzmán, J.J. Clague, and E. Minaya. Recent Landslide Activity in La Paz, Bolivia. Landslide Science for a Safer Geoenvironment 2014, pp 431-437.
2012
D.H. Shugar, B.T. Rabus, J.J. Clague, and D.M. Capps. The response of Black Rapids Glacier, Alaska, to the Denali earthquake rock avalanches. Journal of Geophysical Research – Earth Surface, 117:F01006, 2012.
K. Woo, E. Eberhardt, B. Rabus, D. Stead, and A. Vyazmensky. Integration of field characterization, mine production and InSAR monitoring data to constrain and calibrate 3-D numerical modelling of block caving-induced subsidence. International Journal of Rock Mechanics and Mining Sciences, June 2012.
2010
D.L. Capps, B.T. Rabus, J.J. Clague, and D.H. Shugar. Identification and characterization of alpine sub-glacial lakes using InSAR, Brady Glacier, Alaska. Journal of Glaciology, 56(199): 861-870, 2010.
D.H. Shugar, B.T. Rabus, and J.J. Clague, Elevation changes (1949-1995) of Black Rapids Glacier, Alaska, derived from a multi-baseline InSAR DEM and historical maps. Journal of Glaciology, 56(198): 625-634, 2010.
2009
B. Rabus, and P. Ghuman. A simple robust Two Scale Phase Component Inversion Scheme for persistent scatterer interferometry (dual-scale-PSI). Canadian Journal of Remote Sensing, 35(4): 399-410, 2009.
B. Rabus, H. Wehn, M. Nolan. The effect of soil moisture and soil structure on InSAR Phase and Backscatter, as determined by FDTD Modeling. Transactions on Geoscience and Remote Sensing, 48(5): 2421-2429, 2009.
2008
R. Muskett, C. Lingle, J.M. Sauber, B. Rabus, and W. Tangborn. Acceleration of surface lowering on the tidewater glaciers at Icy Bay, Alaska, U.S.A., from InSAR DEMs and ICESat altimetry. Earth and Planetary Science Letters, 265, 3-4, 345-359, 2008.
2007
J. Elliott, J. Freymueller, and B. Rabus. Coseismic deformation of the 2002 Denali fault earthquake: Contributions from synthetic aperture radar range offsets. Journal of Geophysical Research, 112, B06421, 2007.