Multi-frequency and polarimetric quantitative analysis of the Gulf of Mexico oil spill event comparing different SAR systems

Latini, Daniele; Frate, Fabio Del; Jones, Cathleen E.

doi:10.1016/j.rse.2016.05.014

Cited by 36 publications

(25 citation statements)

References 28 publications

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“…Some empirical [9], [16], [19], [20] and simulation [15] studies in the literature support this. However, some studies have also found results in contradiction to this observation [21].…”

Section: A Sensor Parametersmentioning

confidence: 70%

“…For moderate incidence angles, the slick-sea contrast have been found to increase with θ in, e.g., [3], [15]. At higher θ, the signal-to-noise ratio (SNR), i.e., the ratio between backscatter level and the sensor noise equivalent sigma zero (NESZ), is reduced, limiting the use of these data for oil spill observation [3], [4], [10], [16]. The HH polarization channel (horizontal transmit and horizontal receive) decreases faster than the VV polarization channel with increasing incidence angle, i.e., from near range to far range, and hence approaches the noise floor more quickly.…”

Section: A Sensor Parametersmentioning

confidence: 99%

“…Only a few studies on this topic using multipolarization data can be found, e.g., [10], [16]. In [10], three pairs of near-coincident RS2 and TSX acquisitions were compared.…”

Section: A Sensor Parametersmentioning

confidence: 99%

“…Both measured and simulated oil slick damping ratios have been reported to decrease with increasing wind speed [9], [15], [16], [26]. In [9], the potential for slick characterization using multifrequency data was severely reduced at high wind speed (12 m/s) as only slight differences were measured in the damping behavior of different substances under these conditions.…”

Section: B Environmental Conditionsmentioning

confidence: 99%

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A Multisensor Comparison of Experimental Oil Spills in Polarimetric SAR for High Wind Conditions

Skrunes

Brekke

Jones

et al. 2016

IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing

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Abstract-In this paper we present the experimental setup and data collection during the NOrwegian Radar oil Spill Experiment 2015 (NORSE2015), followed by a comparison of a subset of the multisensory SAR imagery collected during the experiment. Multipolarization synthetic aperture radar (SAR) data acquired by Radarsat-2, TerraSAR-X and the Uninhabited Aerial Vehicle Synthetic Aperture Radar (UAVSAR) less than six minutes apart are investigated and compared. All three sensors detect the four slicks of varying physiochemical composition under challenging conditions posed by small slicks in high wind conditions of ∼12 m/s. The detectability is best in TerraSAR-X and UAVSAR. The high wind allows for large signal-to-noise ratios over the slicks, even in the satellite data and in cross-polarization channels. Although detection is possible, discrimination between slick types, using multipolarization parameters previously found useful for this purpose, is not possible under these conditions for the acquisitions in the instance studied.

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“…Some empirical [9], [16], [19], [20] and simulation [15] studies in the literature support this. However, some studies have also found results in contradiction to this observation [21].…”

Section: A Sensor Parametersmentioning

confidence: 70%

Section: A Sensor Parametersmentioning

confidence: 99%

“…Only a few studies on this topic using multipolarization data can be found, e.g., [10], [16]. In [10], three pairs of near-coincident RS2 and TSX acquisitions were compared.…”

Section: A Sensor Parametersmentioning

confidence: 99%

Section: B Environmental Conditionsmentioning

confidence: 99%

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A Multisensor Comparison of Experimental Oil Spills in Polarimetric SAR for High Wind Conditions

Skrunes

Brekke

Jones

et al. 2016

IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing

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“…The noise floor, related to the noise equivalent sigma zero (NESZ), is extremely low for the UAVSAR instrument (NESZ in the range -48 to -33 dB [5]) compared to other sensors like Radarsat-2 (NESZ in the range -27.5 to -43 dB [60]), and TerraSAR-X (NESZ in the range -19 to -26 dB [61]). Several studies of the effect of the NESZ on radar-dark surfaces like oil slicks have been conducted using spaceborne SAR sensors [2] [3] [62], and have shown that a large part of the cross-polarization return and also some part of the copolarization return from oil slicks are near or even below the instrument noise floor. RISAT-1 is the first spaceborne satellite that offers the circular or HP imaging mode.…”

Section: A Noise Analysismentioning

confidence: 99%

Analysis of Evolving Oil Spills in Full-Polarimetric and Hybrid-Polarity SAR

Espeseth

Skrunes

Jones

et al. 2017

IEEE Trans. Geosci. Remote Sensing

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Abstract-Oil spill detection using a time series of images acquired off Norway in June 2015 with the Uninhabited Aerial Vehicle Synthetic Aperture Radar (UAVSAR) is examined. The relative performance of a set of features derived from quadpolarization vs. hybrid-polarity modes in detection of various types of slicks as they evolve on a high wind driven sea surface is evaluated. It is shown that the hybrid-polarity mode is comparable to the full-polarimetric mode in its ability to distinguish the various slicks from open water for challenging conditions of high winds (9-12 m/s), small release volumes (0.2 -0.5m3 ), and during the period 0-9 hours following release. The features that contain the cross-polarization component are better for distinguishing the various slicks from open water at later and more developed stages. Although these features are not available in the hybrid-polarity mode, we identify alternative features to achieve similar results. In addition, a clear correlation between the results of individual features and their dependence on particular components within the two-scale Bragg scattering theory is identified. The features that show poor detectability of the oil slicks are those that are independent of the small-scale roughness, while the features resulting in good separability were dependent on several factors in the two-scale Bragg scattering model. We conclude that the hybrid-polarity mode is a viable alternative for SAR-based oil spill detection and monitoring that provides comparable results to those from quad-polarimetric SAR.

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Measurement and modeling of oil slick transport

et al. 2016

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Transport characteristics of oil slicks are reported from a controlled release experiment conducted in the North Sea in June 2015, during which mineral oil emulsions of different volumetric oil fractions and a look‐alike biogenic oil were released and allowed to develop naturally. The experiment used the Uninhabited Aerial Vehicle Synthetic Aperture Radar (UAVSAR) to track slick location, size, and shape for ∼8 h following release. Wind conditions during the exercise were at the high end of the range considered suitable for radar‐based slick detection, but the slicks were easily detectable in all images acquired by the low noise, L‐band imaging radar. The measurements are used to constrain the entrainment length and representative droplet radii for oil elements in simulations generated using the OpenOil advanced oil drift model. Simultaneously released drifters provide near‐surface current estimates for the single biogenic release and one emulsion release, and are used to test model sensitivity to upper ocean currents and mixing. Results of the modeling reveal a distinct difference between the transport of the biogenic oil and the mineral oil emulsion, in particular in the vertical direction, with faster and deeper entrainment of significantly smaller droplets of the biogenic oil. The difference in depth profiles for the two types of oils is substantial, with most of the biogenic oil residing below depths of 10 m, compared to the majority of the emulsion remaining above 10 m depth. This difference was key to fitting the observed evolution of the two different types of slicks.

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Multi-frequency and polarimetric quantitative analysis of the Gulf of Mexico oil spill event comparing different SAR systems

Cited by 36 publications

References 28 publications

A Multisensor Comparison of Experimental Oil Spills in Polarimetric SAR for High Wind Conditions

A Multisensor Comparison of Experimental Oil Spills in Polarimetric SAR for High Wind Conditions

Analysis of Evolving Oil Spills in Full-Polarimetric and Hybrid-Polarity SAR

Measurement and modeling of oil slick transport

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