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Featured researches published by W. D. Miller.


Remote Sensing | 2013

Surface Imprints of Water-Column Turbulence: A Case Study of Tidal Flow over an Estuarine Sill

George O. Marmorino; Geoffrey B. Smith; W. D. Miller

Turbulent mixing in the ocean can, in some cases, be so intense as to leave surface imprints, or “boils”, that are detectable from space. Examples include turbulent flow over a submerged obstacle and instability of large-amplitude internal waves. In this paper we examine the particular case of tidal flow over a ~60-m-deep sill, which forms a barrier for the flow of dense water from the Pacific Ocean into the Strait of Georgia. The flow response during flood tide is illustrated using visible and thermal-band satellite and airborne imagery, the latter having high-resolution multi-looks that capture the formative stage of the boils. The image examples capture aspects of the expected flow response based on in situ measurements reported in the literature, but they also suggest differences, and they reveal the level of complexity of the surface structure. A new result is that, after the front is pushed well off the sill, boils emerge several hundred meters downstream from the sill crest, grow at a rate of ~60 m2/s, and attain a size of 3,800 m2 (an equivalent diameter of 70 m) after one minute. These boils appear to arise from vorticity generated by vertical shear at the sill crest, and provide an additional source of vertical mixing and (through wave breaking) air-sea gas exchange.


Journal of Applied Remote Sensing | 2007

Airborne hyperspectral imaging of cyanobacteria accumulations in the Potomac River

Karl H. Szekielda; George O. Marmorino; Shelia Maness; Timothy F. Donato; Jeffrey H. Bowles; W. D. Miller; W.J. Rhea

High-resolution spectroscopy using the Portable Hyperspectral Imager for Low-Light Spectroscopy (PHILLS) was applied to the problem of detecting potentially harmful algae blooms in the coastal environment. Data were collected on two aircraft passes, 30-min apart, over the tidally influenced part of the Potomac River. Use of two wavelengths, 0.676 and 0.700 μm, permitted the detection of surface algae accumulations while avoiding the need for atmospheric corrections, which are problematic in Case-2 water. The analysis identified algal accumulations derived from frontal processes, and narrow, linearly coherent streaks, derived from Langmuir circulation. The streaks increased markedly in number between the two passes and formed a two-dimensional pattern across the river, consistent with the advection time of surface material into windrows. The effect of wind on the patches is primarily a local reorganization of the algal material into new streaks. Spectra from within the streaks compared to those from ambient water showed absorption characteristics consistent with the presence of cyanobacteria. This interpretation is reinforced by available in-situ data. This study illustrates the value of high spectral and temporal resolutions in observing the spatial distribution of the algae, in identifying dominant functional groups, and in understanding the response of the algae to physical forcing.


IEEE Geoscience and Remote Sensing Letters | 2015

Lidar-Measured Bernoulli Response to Tidal Flow Over a Sill

George O. Marmorino; John M. Brozena; Geoffrey B. Smith; Robert T. Liang; Michael Vermillion; W. D. Miller

An airborne scanning topographic lidar is shown to detect a local sea-level change induced by tidally forced flow over a 60-m-deep estuarine sill. As the flow speeds up over the sill, the sea level can be expected to decrease to conserve total flow energy according to the Bernoulli equation. The measurements resolve this decrease, showing a drop in sea level over the sill crest of about 0.1 m near the start of flood tide, increasing to about 0.25 m an hour later. These values are shown to be consistent with the Bernoulli effect, but only if a fraction (about 60%) of the upstream water column flows over the sill. By inference, the remaining fraction must deflect horizontally around the sill to flow through an adjacent channel, an effect consistent with laboratory studies of stratified flow past a three-dimensional (3-D) barrier with a gap. The lidar measurements, therefore, provide some insight into the 3-D flow response.


Remote Sensing | 2018

Airborne Remote Sensing of the Upper Ocean Turbulence during CASPER-East

Ivan Savelyev; W. D. Miller; Mark A. Sletten; Geoffrey B. Smith; Dana K. Savidge; Glendon Frick; Steven Menk; Trent Moore; Tony de Paolo; Eric Terrill; Qing Wang; Robert Kipp Shearman

This study takes on the challenge of resolving upper ocean surface currents with a suite of airborne remote sensing methodologies, simultaneously imaging the ocean surface in visible, infrared, and microwave bands. A series of flights were conducted over an air-sea interaction supersite established 63 km offshore by a large multi-platform CASPER-East experiment. The supersite was equipped with a range of in situ instruments resolving air-sea interface and underwater properties, of which a bottom-mounted acoustic Doppler current profiler was used extensively in this paper for the purposes of airborne current retrieval validation and interpretation. A series of water-tracing dye releases took place in coordination with aircraft overpasses, enabling dye plume velocimetry over 100 m to 10 km spatial scales. Similar scales were resolved by a Multichannel Synthetic Aperture Radar, which resolved a swath of instantaneous surface velocities (wave and current) with 10 m resolution and 5 cm/s accuracy. Details of the skin temperature variability imprinted by the upper ocean turbulence were revealed in 1–14,000 m range of spatial scales by a mid-wave infrared camera. Combined, these methodologies provide a unique insight into the complex spatial structure of the upper ocean turbulence on a previously under-resolved range of spatial scales from meters to kilometers. However, much attention in this paper is dedicated to quantifying and understanding uncertainties and ambiguities associated with these remote sensing methodologies, especially regarding the smallest resolvable turbulent scales and reference depths of retrieved currents.


Deep-sea Research Part I-oceanographic Research Papers | 2011

Airborne imagery of a disintegrating Sargassum drift line

George O. Marmorino; W. D. Miller; Geoffrey B. Smith; Jeffrey H. Bowles


IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | 2013

Infrared Remote Sensing of Surf-Zone Eddies

George O. Marmorino; Geoffrey B. Smith; W. D. Miller


Journal of Applied Remote Sensing | 2010

Detection of a buoyant coastal wastewater discharge using airborne hyperspectral and infrared imagery

George O. Marmorino; Geoffrey B. Smith; W. D. Miller; Jeffrey H. Bowles


Geophysical Research Letters | 2018

Aerial Observations of Symmetric Instability at the North Wall of the Gulf Stream

Ivan Savelyev; Leif N. Thomas; Geoffrey B. Smith; Qing Wang; R. K. Shearman; Tracy Haack; Adam J. Christman; B. W. Blomquist; Mark A. Sletten; W. D. Miller; H. J. S. Fernando


Continental Shelf Research | 2017

Turbulence characteristics inferred from time-lagged satellite imagery of surface algae in a shallow tidal sea

George O. Marmorino; Geoffrey B. Smith; W. D. Miller


IEEE Transactions on Geoscience and Remote Sensing | 2018

Airborne Remote Sensing of Surface Velocities in a Tidal River

Richard P. Mied; Wei Chen; Geoffrey B. Smith; Ellen J. Wagner; W. D. Miller; Charlotte M. Snow; George O. Marmorino; W.J. Rhea

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Geoffrey B. Smith

United States Naval Research Laboratory

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George O. Marmorino

United States Naval Research Laboratory

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Ivan Savelyev

United States Naval Research Laboratory

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Jeffrey H. Bowles

United States Naval Research Laboratory

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Mark A. Sletten

United States Naval Research Laboratory

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Qing Wang

Naval Postgraduate School

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B. W. Blomquist

Cooperative Institute for Research in Environmental Sciences

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Charlotte M. Snow

United States Naval Research Laboratory

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