
Cryosphere
Nicole is inventing radar techniques to measure ice properties at scales previously unexplored. The systems she develops provide measurements that better constrain ice sheet models to improve the accuracy of sea level rise predictions.
Processing-Based Synchronization Approach for Bistatic Radar Glacial Tomography
2020, Conference Paper
This novel processing based synchronization approach allows coherent long-offset radar processing. This is a key enabling technology for radar tomography of glaciers.
N. Bienert, D.. Schroeder, S. Peters, M. Siegfried
Prize Paper Award

2023, Journal Article
Bistatic Radar Tomography of Shear Margins: Simulated Temperature and Basal Material Inversions
We develop Newton’s method and alternating direction method of multipliers’ inversions for estimating temperature distribution and basal material across ice stream shear margins. We evaluate the performance of these inversion techniques on simulated bistatic radar-sounding data. Our results suggest that bistatic radar tomography experiments should be able to produce temperature maps on 50 m ×50 m grids with 0.83∘C ± 0.084 ∘C mean temperature error, 3.58∘C ± 0.20∘C maximum temperature error, and an error in relative basal permittivity of 0.63 ± 0.08 for a 4-km transect.
N. Bienert, D. Schroeder, and P. Summers

2022, Ph.D. Dissertation
Distributed ice penetrating radar sounding using passive synchronization
A passive wireless synchronization approach is presented for distributed radar arrays, and the application to bistatic radar tomography and orthogonal wave beamforming is investigated.
N. Bienert

2022, Journal Article
Post-Processing Synchronized Bistatic Radar for Long Offset Glacier Sounding
We present a post-processing synchronization technique and our long offset bistatic radar system. We validated our system at Whillans Ice Stream, West Antarctica, with a walk-away survey up to 1300 m (797 m thick) and at Store Glacier, Greenland, up to 1450 m (1028 m thick). At both field sites, we measured the basal echo at angles beyond the point of total internal reflection (TIR), whose previous literature had set as a hard physical limit. We support our experimental results with high-frequency structure simulation, which shows that ground-based radar systems capture evanescent waves and are not hindered by TIR. Our analysis and experiments demonstrate a system capable of executing wide-angle bistatic radar surveys for improved geometric and radiometric resolution of inversions for englacial and subglacial properties.
N. Bienert, D. Schroeder, S. Peters, E. MacKie, E. Dawson, M. Siegfried, R. Sanda, and P. Christoffersen

2022, Conference Presentation & Paper
SFMCW Orthogonal Wave Beamforming Concept for Distributed Orbital Sounding
Studies of sea level rise, ice sheet mass loss, and other glacial processes are hindered by the sparsity of observational measurements. Orbital radar sounding of the Martian ice caps has been successfully conducted, showing the promise for orbital sounding of terrestrial glaciers for improved coverage. Concepts for terrestrial orbital radar sounders, such as the Distributed Element Beamformer Radar for Ice and Subsurface Sounding (DEBRIS) mission concept, use an array of CubeSats to obtain narrow beam patterns and reduce cross-track clutter. To loosen wireless synchronization requirements, we investigate the application of orthogonal wave beamforming to DEBRIS. We compare orthogonal wave beamforming to traditional phased arrays and investigate Sinusoidal Frequency Modulated Continuous Waves (SFMCW) as an orthogonality scheme for beamforming.
N. Bienert, M. Haynes, D. Schroeder, and R. Beauchamp

2022, Conference Paper
Processing and Detecting Artifacts in Multi-Input Multi-Output Phase-Sensitive ICE Penetrating Radar Data
Surface crevasses impact ice sheet mass loss by initiating hydrofracturing and calving at the margins and transporting supraglacial meltwater to the subglacial drainage sys-tem. This process subsequently modulates basal sliding and glacier motion. However, the development of robust models for calving and hydrofracture has been limited by a lack of field observations of crevasse formation and geometry. In this paper, we analyze a two-year Multi-Input Multi-Output Autonomous Phase-Sensitive Radio-Echo Sounder (MIMO ApRES) dataset collected at Store Glacier in West Greenland, which documents the formation of a crevasse that opened under the instrument. We present methods for processing the data as well as identifying and removing artifacts, including clipping, radio frequency interference (RFI), receiver failure events such as elevated thermal noise, and signal leakage between channels. Specifically, we perform a mean squared error (MSE) analysis, clipping detection and quantification, and calculations of total power over time in the frequency domain and the time domain. After characterizing and min-imizing these artifacts, we find that the bottom of a crevasse can be detected in the processed images. Our results suggest that, with appropriate data processing, the MIMO ApRES is a promising geophysical system for investigating future crevasse evolution.
A. McLeod, S. Peters, R. Culberg, D. Schroeder, N. Bienert, W. Chu, T. Young, and P. Christoffersen

2021, Journal Article
Inferring ice fabric from birefringence loss in airborne radargrams: Application to the eastern shear margin of Thwaites Glacier, West Antarctica
We present evidence supported by theory that these depth-periodic patterns are consistent with a modulation of the received radar power due to the birefringence of polar ice, and therefore indicate the presence of bulk fabric anisotropy. Here, we investigate the periodic component of birefringence-induced radar power recorded in airborne radar data at the eastern shear margin of Thwaites Glacier and quantify the lateral variation in azimuthal fabric strength across this margin. We find the depth variability of birefringence periodicity crossing the shear margin to be a visual expression of its shear state and its development, which appears consistent with present-day ice deformation.
T. J. Young, D. M. Schroeder, T. M. Jordan, P. Christoffersen, S. M. Tulaczyk, R. Culberg, and N. Bienert,

2021, Conference Paper
Glaciological Constraints on Link Budget for Orbital Radar Sounding of Earth’s Ice Sheets
Orbital radar sounding of terrestrial ice sheets is an area of increasing research interest with mission concepts at 45 MHz, P-Band, and L-Band under development. However, large uncertainties remain in impact of glacial conditions and platform altitude on their link budgets. Here, we present a collection of empirically and glaciologically informed constraints on orbital sounder link budgets using airborne radar sounding data. We also analyze the effects of geometric spreading and englacial water. Finally, we discuss link-budget considerations for investigations beyond bed mapping including observing basal reflectivity, englacial hydrology, ice-shelf thickness, englacial layers, and estimating vertical ice velocity.
D. Schroeder, N. Bienert, R. Culberg, E. MacKie, T. Teisberg, W. Chu, and D. Young

2021, Conference Paper
Debris: Distributed Element Beamformer Radar for Ice and Subsurface Sounding
The innovations in high-performance, low-power electronics and low-cost space access are unlocking affordable distributed radar systems and new remote sensing opportunities. The Distributed Element Beamformer Radar for Ice and Subsurface sounding (DEBRIS) is a concept to implement a 2D sparse radar aperture to improve the radar's spatial resolution and sounding investigation depth through the reduction of surface clutter. Here, we introduce this system and highlight its applications, orbital configurations, and the implementation considerations to achieve state-of-the-art performance for spaceborne radar sounders.
M. Haynes, R. Beauchamp, A. Khazendar, R. Mazouz, M. Quadrelli, P. Focardi, R. Hodges, W. Bertiger, and N. Bienert

Biosphere
2022, Conference Paper
Vegetation water stress is a key control on wildfire risk, tree mortality, and ecosystem water and carbon fluxes. Although active microwave remote sensing methods have been used to estimate vegetation water, they remain poorly validated because of the immense mismatch between the scale of radar pixel resolutions (100 m to 25 km) and field measurements (individual trees). In this study, we present a new plot-scale vegetation water measurement technique using a side-facing bistatic radar. Using field experiments and a matched filtering technique to isolate the radar signal from noise, we show that radar amplitude is sensitive to xylem water potential (a measure of tree water status). However, our results are affected by periodic noise (period of~12 hours), which may be due to radio frequency interference. We discuss potential pathways to isolate the signal and the implications of the new tree water status measurement system for global validation of microwave remote sensing.
Side-Facing UHF-Band Radar System to Monitor Tree Water Status
K. Rao, Y. Uloa, N. Bienert, N. Chiariello, N. Holtzman, G. Quetin, S. Peters, K. Winstein, D. Castelletti, D. Schroeder, and A. Konings


Near-subsurface

2018, Undergraduate Thesis
Resonance Radar Imaging
Resonance Radar Imaging (RRI) is a novel imaging technique which could unlock aquifer volume measurements. This work advances resonant imaging by estimating the volume and properties of buried spheres using a genetic optamization inversion of Mie Theory. Resonance peaks determine cross sectional area, the Physical Optics Regime yields information about shape and the backscatter strength in the Rayleigh region determines the objects volume.
N. Bienert, D. Arumugam, J. Bush, T. Kane, R. Manthena

Computational Photography
Nicole is developing equitable imaging algorithms that generate amazing photographs regardless of skin tone, and signal processing techniques that increase the speed and accuracy of autofocus.