A. G. Hayes

The University of Arizona, Tucson, AZ, USA

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Publications (11)31.2 Total impact

  • Source
    Conference Proceeding: TOPOGRAPHIC MAPPING OF TITAN: COMPLETION OF A GLOBAL RADARGRAMMETRIC CONTROL NETWORK OPENS THE FLOODGATES FOR STEREO DTM PRODUCTION
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    ABSTRACT: Introduction: This abstract is one in a series of reports on our efforts to map the topography of Saturn's satellite Titan at resolutions as high as a few kilometres [1–4], based on radargrammetric analysis of stereo image pairs from the Cassini RADAR [5]. This instrument uses microwaves with 2.2-cm λ to form synthetic aperture (SAR) images with 350-1400 m resolution, as well as obtaining radiometric, scat-terometric, and altimetric data. To date, the instrument has obtained full resolution SAR swaths useful for stereomap-ping on 33 Titan flybys between Ta and T77. These images form 110 possible stereopairs, covering a combined area greater than 2% of Titan. In this abstract, we report on substantial recent progress in controlling the majority of the available SAR images and provide a first look at the most recent digital topographic models (DTMs), which are being produced rapidly now that the control is complete. Technical approach: To perform stereo analysis of Cas-sini SAR data, we use the software package SOCET SET (® BAE Systems) [6] for controlling sets of images so topo-graphic results are consistent with one another and with pri-ori data such as SAR topography elevations; creation of DTMs with powerful, highly adjustable image matching algorithms; and manual editing or even creation of DTMs. To apply these functions to Cassini data, we used the SOCET Developer's Toolkit to implement "sensor model" software that computes the transformations between pixel coordinates and ground coordinates by rigorous modeling of the physical process of SAR image formation [7]. The USGS in-house cartographic software package ISIS [8] is used to prepare the images and metadata for ingestion into SOCET SET. Figure 1. Cassini RADAR SAR image coverage of Titan through flyby T77, showing the clusters of overlapping images forming the northern (blue) and southern (red) control networks. A few images (gray) have yet to be connected to either network. Simple Cylindrical projection with north at top, centered on 180°W, with 30° grid.
    44th Lunar and Planetary Science Conference; 03/2013
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    Article: Rapid and extensive surface changes near Titan's equator: evidence of April showers.
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    ABSTRACT: Although there is evidence that liquids have flowed on the surface at Titan's equator in the past, to date, liquids have only been confirmed on the surface at polar latitudes, and the vast expanses of dunes that dominate Titan's equatorial regions require a predominantly arid climate. We report the detection by Cassini's Imaging Science Subsystem of a large low-latitude cloud system early in Titan's northern spring and extensive surface changes (spanning more than 500,000 square kilometers) in the wake of this storm. The changes are most consistent with widespread methane rainfall reaching the surface, which suggests that the dry channels observed at Titan's low latitudes are carved by seasonal precipitation.
    Science 03/2011; 331(6023):1414-7. · 31.20 Impact Factor
  • Article: La Sotra y las otras: Topographic evidence for (and against) cryovolcanism on Titan (Invited)
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    ABSTRACT: Determining whether cryovolcanism has occurred on Titan is of pressing interest because eruptions have been suggested to resupply atmospheric methane, replacing what is lost by photolysis. Cryovolcanism also has intrinsic interest as a posited but largely undocumented geologic process on Titan. Most candidate cryovolcanoes on Titan have been proposed based on photointerpretation (i.e., analogy between their morphology and that of volcanic features on the Earth and other silicate bodies) based on RADAR SAR images with 300-1500 m resolution (e.g., Rohe Fluctus, Ganesa Macula, Hotei Regio) or VIMS infrared images with multi-km resolution (Tortola Facula, Tui Regio). RADAR provides a higher resolution check of the VIMS candidates, weakening the case for Tortola and supporting that for Tui, but definitive determination may require even higher resolution imaging by a future mission. Fortunately, topography provides important additional clues. Digital topographic models (DTMs) produced by stereoanalysis of RADAR images are particularly valuable because they permit features to be visualized in 3D; other methods provide only isolated topographic profiles. RADAR stereo covers only a few percent of Titan but has provided compelling evidence for or against several candidate cryovolcanoes. Ganesa Macula was a leading early candidate because of its resemblance to steep-sided volcanic domes on Venus, but stereo mapping showed that the feature is irregular in relief, with a generally elevated eastern and low western margin. It is clearly not a dome; it may have started as one but has been drastically modified. Lobate radar-bright and -dark features in Hotei Regio were suggested as volcanic flows, but have also been interpreted as fluvial. Our DTM shows the flows to be 100-200 m thick, with bright tops and dark margins. Towering over nearby fluvial channels, they seem unlikely to be sedimentary deposits of fluvial origin. Thus, by elimination, the cryovolcanic hypothesis is strengthened. We recently mapped Sotra Facula (a 60 km subcircular feature near 40°W 15°S from which lobate flows radiate northward 180 km) and found even clearer evidence for volcanism. Unlike most dune-free areas in the equatorial sand seas (including Tortola), which are nondescript rises with only a few hundred m of relief, Sotra includes a 1000-m high peak and an adjacent 1500-m deep pit from which the flows appear to originate. The apparent thickness of the flows ranges from zero where they are locally crossed by dunes to 800 m, suggesting that they have been extensively modified. No fluvial features are found in the vicinity, but 450 km north of Sotra is a second 1000-m peak surrounded by smaller flow lobes that resemble an area of western Xanadu previously suggested to be volcanic. The Sotra area thus seems to be a leading candidate for a cryovolcanic field on Titan.
    AGU Fall Meeting Abstracts. 11/2010; -1:03.
  • Article: Observations and Modeling of Transient Lacustrine Features in Titan's South Polar Region (Invited)
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    ABSTRACT: Ephemeral hydrocarbon liquids have been observed in Titan's south polar region by the Cassini RADAR during southern summer. A collection of features, whose morphologies match that of previously identified partially-filled lakes, show more than an order of magnitude increase in backscatter. The morphologic boundaries of these features are transient between observations, suggesting surface change. Radiometrically, these changes are inconsistent with common scattering models. If not due to observational effects, the disappearance of these features represents volatile transport in Titan's hydrologic cycle. Lacustrine features identified on Titan have been grouped into three classes; empty lake basins, partially-filled lakes, and dark or liquid-filled lakes. Partially-filled lakes have radar returns consistent with incident radiation penetrating a liquid layer and interacting with the lakebed, while dark lakes completely reflect and absorb incident microwave energy. Empty lakes are brighter than their exteriors in both nadir and off-nadir observations, suggesting a strong volume scattering component. Backscatter models that include diffuse and quasi-specular scattering components are required to explain the incidence angle dependence of empty lakes. These scattering models are consistent with both individual empty lakes observed at multiple incidence angles and the collective set of empty lakes observed to date. Partially-filled lakes have lower backscatter, forbidding a significant diffusive component, and steeper slopes at lower angles. The increase in radar brightness between these feature classes suggests the exposure of diffusively scattering lakebeds that were previously covered by an attenuating liquid medium. A simple two-layer model is used to explain backscatter variations and estimate liquid depth changes in the ephemeral features. Changes in surface wave height may also be considered a possible explanation, but does not naturally explain the transient lake boundaries. In addition, the wave heights required to match radar returns are large compared with recent limits placed on the smoothness of Ontario Lacus and backscatter constraints from other lakes. Potential explanations for the observed surface changes include freezing, cryovolcanism, infiltration, and liquid evaporation. Freezing is thermodynamically discouraged during the summer season in Titan's south pole and there are no clearly observable cryovolcanic features in the study areas. Infiltration into a static hydrologic system is inconsistent with the observations. However, infiltration into a dynamic hydrologic system with a regionally varying phreatic surface is possible. Model results suggest evaporation rates are ~1 m/yr, similar to current GCM estimates of methane evaporation rates for the latitudes (60°S-65°S) and times (Ls between 309° and 360°) in question. An analysis of receding shorelines observed in Ontario Lacus also yield evaporation rates of ~1 m/yr and support the results of the two-layer model. These observations constrain volatile fluxes and hence, the seasonal evolution of Titan's hydrologic system.
    AGU Fall Meeting Abstracts. 11/2009; -1:02.
  • Article: Cassini ISS observations of seasonal changes in Titan's meteorology and surface features (Invited)
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    ABSTRACT: Since Cassini's arrival at Saturn the season has progressed from northern winter to just past the northern vernal equinox (the equivalent of ~mid-January to late March on Earth), driving changes in the weather patterns. Until shortly after Cassini arrived at Saturn, large convective cloud systems were common over the South Pole. Since 2005, such storms have been less common and elongated streaks of clouds have been observed further and further to the north, becoming common at high northern latitudes by 2007. Cassini's Imaging Science Subsystem (ISS) has also observed changes in surface features at high southern latitudes: a new large dark area appeared between July 2004 and June 2005 and may have subsequently faded; recent observations of Ontario Lacus suggest that its boundary may have receded somewhat as well. Such changes are interpreted to be the result of precipitation and ponding of liquid methane and the subsequent evaporation thereof. Intriguingly, Cassini RADAR observations of areas near Titan's south pole reveal far fewer lakes than are observed by RADAR at high northern latitudes and fewer than suggested by the number of dark features observed by ISS in this area. This apparent discrepancy may simply be a result of the fact that not all dark features identified by ISS are liquid-filled; however another possible explanation is that evaporation has occurred between the ISS observations in mid-2005 and RADAR observations of similar territory starting in 2007. Further investigation of comparison of ISS and RADAR observations is underway to better understand the implications of the differences observed. We will present observations of Titan's atmospheric behavior and surface features, documenting changes that have resulted from weather and seasonal change.
    AGU Fall Meeting Abstracts. 11/2009; -1:01.
  • Article: Titan's dunes and interdunes: new insights from Cassini Radar observations
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    ABSTRACT: Since 2004, the Cassini Titan RADAR Mapper instrument, a multimode microwave multiple-beam sensor has observed the surface of Titan at 13.78 GHz. This instrument can operate as a high-resolution synthetic- aperture radar (SAR) imager, profiling altimeter, scatterometer, and radiometer, the latter able to observe simultaneously with, or separately from, the active measurements. The comparison of the data collected in these different modes of operation addresses a number of compositional and geological questions. In particular, radiometry observations near closest approach provide a powerful complement to SAR reflectivity measurements, despite the difference in the resolution. Among the 23 flybys of the Cassini prime mission for which SAR measurements were performed, 14 provided observations of Titan's linear dunes. They revealed that the fields of dunes cover a large portion of Titan's surface, mainly in low-latitudes, within ± 30°. They are radar-dark and exhibit a very high emissivity (with brightness temperatures from 3 to 5 K above that of their surroundings), consistent with a smooth surface and a low dielectric constant. Yet, many questions remain relative to their composition and geometry. We will present the results of our investigation of the correlation between the radar backscatter and the brightness temperature of the dune fields that suggests that interdunes are flat and with a higher dielectric constant than the dunes. This interpretation is supported by data from scatterometry and altimetry. It also accounts for the fact that the look direction seems to have no significant importance in the identification of the dunes. Also, both the emissivity and the reflectivity of the dune fields depend on the incidence (or emission) angle and the look direction. A few dunes were observed with a variety of geometries, especially the ones at the overlap of several swaths. The backscatter properties of these dunes as a function of the look geometry are examined to provide an estimate of the dunes slopes.
    AGU Fall Meeting Abstracts. 11/2008; -1:1310.
  • Article: Transient surface liquid in Titan’s polar regions from Cassini
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    ABSTRACT: Cassini RADAR images of Titan’s south polar region acquired during southern summer contain lake features which disappear between observations. These features show a tenfold increases in backscatter cross-section between images acquired one year apart, which is inconsistent with common scattering models without invoking temporal variability. The morphologic boundaries are transient, further supporting changes in lake level. These observations are consistent with the exposure of diffusely scattering lakebeds that were previously hidden by an attenuating liquid medium. We use a two-layer model to explain backscatter variations and estimate a drop in liquid depth of approximately 1-m-per-year. On larger scales, we observe shoreline recession between ISS and RADAR images of Ontario Lacus, the largest lake in Titan’s south polar region. The recession, occurring between June 2005 and July 2009, is inversely proportional to slopes estimated from altimetric profiles and the exponential decay of near-shore backscatter, consistent with a uniform reduction of 4 ± 1.3 m in lake depth.Of the potential explanations for observed surface changes, we favor evaporation and infiltration. The disappearance of dark features and the recession of Ontario’s shoreline represents volatile transport in an active methane-based hydrologic cycle. Observed loss rates are compared and shown to be consistent with available global circulation models. To date, no unambiguous changes in lake level have been observed between repeat images in the north polar region, although further investigation is warranted. These observations constrain volatile flux rates in Titan’s hydrologic system and demonstrate that the surface plays an active role in its evolution. Constraining these seasonal changes represents the first step toward our understanding of longer climate cycles that may determine liquid distribution on Titan over orbital time periods.
    Icarus.
  • Article: Dune material budget and distribution on Titan using Cassini radar and radiometry observations (Invited)
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    ABSTRACT: Titan's equatorial regions are covered by vast fields of longitudinal dunes. Several observations point to solid hydrocarbons as the most likely candidate for the dune particle composition. Together with the polar lakes and seas, dune regions are thus the main reservoir of organic deposits on Titan. A refined estimate of the dune material volume and distribution is essential to constrain Titan total organic inventory and therefore to understand the carbon cycle on Titan. Using Cassini SAR observations we find that Titan's dune fields are generally hosted by basins and may cover ~12.5% of Titan's surface, which corresponds to an area of ~10 million km2 (roughly the area of the United States). Polarized radiometry observations indicate that dune particles are mainly composed of organic solids, consistent with spectroscopic measurements. This would imply that the dune particles were dominantly created by atmospheric photochemical production rather than fluvial erosion. However, it is not clear whether the aggregation occurred primarily during aerosol sedimentation from the stratosphere to the surface, or by subsequent sticking and growth during fluvial or eolian transport. Assuming that, everywhere, the dunes are 100m-high and that the interdunes spaces are clear of dune material and of equal area than the dunes, the volume of sand-sized sediments should approach ~250 000 km3, which is an order of magnitude higher than the current estimate of the volume of liquid hydrocarbons on Titan (Lorenz et al., 2008). However, the combined radar and radiometry measurements indicate regional variations among the dunes. In this paper we will show that differences in the microwave backscatter and emission of the dune regions can be well explained by various degrees of exposure of the icy bedrock of Titan in the interdunal corridors. In some regions, a thick sheet of sand-sized material covers the interdunes. In other places, the original substrate is peeking through. These variations need to be taken into account in order to estimate the volume of sand-sized sediments. Investigating them also bring new insights on the distribution of the available sand-sized sediments supply, which vary across Titan probably owing to differences in the ground humidity and wind patterns.
    American Geophysical Union, Fall Meeting 2010, abstract #P22A-06.
  • Article: The north polar lakes of Titan as observed by Cassini Radar
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    ABSTRACT: Over the course of a year, Cassini RADAR obtained Synthetic Aperture Radar images covering 69 percent of Titan's polar region north of 65 degrees; the region being 1.4E6 km3 in extent, greater than double the land area of the USA. We observe several hundred lakes with a range of morphological expression, including areally massive and morphologically distinctive "seas", covering ~15% of the polar region. Lakes are extremely radar dark, consistent with a lossy liquid hydrocarbon. Preliminary laboratory estimates suggest that loss tangents in the range 10E4 to 2x10E3 are reasonable, which implies that one can see through at least a few to many tens of m of liquids before the noise floor is reached, consistent with observed brightening towards many lake shores. North polar lake volumes are most likely in the 8E3 - 1.4E6 km3 range. Uncertainties will be reduced as more data, both image-based and experimental, are obtained but we can conclude with a high degree of confidence that hydrocarbon lakes on Titan are more voluminous than known terrestrial oil reserves; current estimates range from 2248 - 3896 billion barrels of oil (J. Hakes, 2000, Long Term World Oil Supply, Meeting of the Am. Ass. Pet. Geol., 18th April 2000, New Orleans, LA, http://www.eia.doe.gov/pub/oil_gas/petroleum/presentations/2000/long_term_supply.), hence 357 - 619 km3 . Small lakes often occupy steep-sided depressions, and although thermal and cryovolcanic origins cannot be completely ruled out, we are seeing growing geomorphologic evidence for dissolution chemistry, indicative of karst-like geology. The dichotomy between small lakes over slightly more than one half of the region, and seas on the other half, may be best explained by a topographic anomaly causing sub-surface flow of materials from the lakes to the seas. This may also explain observations by the Cassini ISS team (E. Turtle et al., in prep.) of a putative massive sea extending considerably further south than other observed north polar lakes.
    2007AGUFM.P23B1349M - American Geophysical Union, Fall Meeting 2007, abstract #P23B-1349.
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    Article: Transient surface liquid in Titan's polar regions from Cassini
    [show abstract] [hide abstract]
    ABSTRACT: Cassini RADAR images of Titan's south polar region acquired during southern summer contain lake features which disappear between observations. These features show a tenfold increases in backscatter cross-section between images acquired one year apart, which is inconsistent with common scattering models without invoking temporal variability. The morphologic boundaries are transient, further supporting changes in lake level. These observations are consistent with the exposure of diffusely scattering lakebeds that were previously hidden by an attenuating liquid medium. We use a two-layer model to explain backscatter variations and estimate a drop in liquid depth of approximately 1-m-per-year. On larger scales, we observe shoreline recession between ISS and RADAR images of Ontario Lacus, the largest lake in Titan's south polar region. The recession, occurring between June 2005 and July 2009, is inversely proportional to slopes estimated from altimetric profiles and the exponential decay of near-shore backscatter, consistent with a uniform reduction of 4 ± 1.3 m in lake depth.Of the potential explanations for observed surface changes, we favor evaporation and infiltration. The disappearance of dark features and the recession of Ontario's shoreline represents volatile transport in an active methane-based hydrologic cycle. Observed loss rates are compared and shown to be consistent with available global circulation models. To date, no unambiguous changes in lake level have been observed between repeat images in the north polar region, although further investigation is warranted. These observations constrain volatile flux rates in Titan's hydrologic system and demonstrate that the surface plays an active role in its evolution. Constraining these seasonal changes represents the first step toward our understanding of longer climate cycles that may determine liquid distribution on Titan over orbital time periods.
    Icarus.
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    Article: An asymmetric distribution of lakes on Titan as a possible consequence of orbital forcing
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    ABSTRACT: A set of lakes filled or partially filled with liquid hydrocarbon and empty lake basins have been discovered in the high latitudes of Saturn's moon Titan. These features were mapped by the radar instrument on the Cassini orbiter. Here we quantify the distribution of the lakes and basins, and show a pronounced hemispheric asymmetry in their occurrence. Whereas significant fractions of the northern high latitudes are covered by filled and empty lakes, the same latitudes in the southern hemisphere are largely devoid of such features. We propose that in addition to known seasonal changes, the observed difference in lake distribution may be caused by an asymmetry in the seasons on Titan that results from the eccentricity of Saturn's orbit around the Sun. We suggest that the consequent hemispheric difference in the balance between evaporation and precipitation could lead to an accumulation of lakes in one of Titan's hemispheres. This effect would be modulated by, and reverse with, dynamical variations in the orbit. We propose that much like in the Earth's glacial cycles, the resulting vigorous hydrologic cycle has a period of tens of thousands of years and leads to active geologic surface modification in the polar latitudes.