A "Multi" Case Study - Ground Truth; The "Multi" Concept; Imaging Spectroscopy - Remote Sensing Tutorial - facegis.com
A "Multi" Case Study

On this page we will try to summarize the several meanings associated with the "multi" concept covered in the preceding three pages. We will choose a single part of the Earth where a sequence of recent natural events associated with one locality have been attracting worldwide attention. Using primarily numerous ground and space images, this event will be examined using multiplatforms, multisensors, and multitemporal coverage.

The event is the repeated series of eruptions of one of the world's most famous volcanoes - Mt. Etna near the northeast tip of Sicily where that island lies west of the Straits of Messina at the toe of the "boot" of Italy. This volcano, of the Strombolian type (the island hosting the Stromboli volcano lies just to the north), is the most active in Europe and, for that matter, is the oldest timewise in Man's historical (recorded) knowledge of active, erupting volcanoes. The earliest documented mention goes back to about 2000 BCE; Etna has erupted 192 time since. Two series of eruptions, in 2002 and in 2002, will be studied here.

First, let us establish a general geologic setting, shown in this map; the exposed volcano itself covers about 1200 square kilometers:

Generalized geologic-tectonic map of northeast Sicily.

Being a part of the great alpine system of folds and faults that resulted in the northward movement of the African tectonic plate against the Mediterranean and the European plate to its north that resulted in the Alps and Apennines, the rocks exposed in Sicily are strongly deformed into folds, nappes, and faults. The dominant rock type here, and throughout much of the alpine system, is limestone. Mt. Etna seems to overlie a "hot spot" where plumes of molten rock approach or reach the surface (Vesuvius and Vulcano in southern Italy are other examples). Etna's volcanic rock is intermediate silicic (trachyandesite; some basalt) and many lava flows have aa surfaces; scoria and bombs are common. Both pyroclastic (ash) and flow eruptions are the usual mode. The lavas come from at least two shallow magma chambers, each of which seems to be fed by a deeper large magma reservoir at a depth of greater than 50 kilometers.

Mount Etna has a conelike structure but with gentler slopes than characteristic of stratovolcanoes; it resembles somewhat the shield volcano that makes up Mauna Loa on the Island of Hawaii. The summit, which has a caldera, reaches to 3350 meters (10991 ft). Of that, only the upper 2000 meters are volcanic; this edifice of interleaved pyroclastics and flows rests on a sedimentary rock base. Here is a view of this snow-capped peak as seen from near Messina, looking west-southwest.

Mount Etna looking WSW.

The chances are better than even that at any visit, smoke will be issuing from the vent.

A look at Etna's summit, with smoke and gases being expelled.

Most of the upper half of Mt. Etna is relatively barren of vegetation; its surfaces show evidence of many previous flows and channeling.

Slope of Mt. Etna above the treeline.

The summit itself is shown first in an aerial photo and then in a ground photo:

Vertical aerial photo showing upper part of Mt. Etna and its summit crater.
View of the summit area of Mt. Etna, looking northeast.

The next six photos were taken from the ground at various times during eruptions that took place intermittently between 1999 and the end of 2001. The first shows the ash-steam cloud at sunset.

Ash and lapilli clouds, with steam and SO<sup>2</sup> coming from Mt. Etna.

Here is a nighttime view of crater eruption; the yellow spots are lights in small villages and individual homes.

Lava shooting out of an Etna crater; yellow in background denotes lights from homes, etc.

Lava flows down the sides of Etna were common.

Lava flows coalescing on a slope on Mt. Etna

Again, night brings on spectacular scenes such as this one showing large blobs of lava being tossed from Etna that make a fireworks-like arcuate pattern
Patterns created by incandescent bombs ejected from Etna crater.

Fire fountains are jets of lava pushed upward by gases during an eruption. The first below comes from a curtain of lava ejected along a fissure; the second is a fountain coming from a spatter cone.

Fire fountains from a fracture zone on Mt. Etna flank.
This, and the preceding image courtesy Juerg Alean - Volcanoes of the World
Close-up ground photo of small fire fountain emanating from a spatter cone at Mt. Etna.

After an eruption involving lava flow, the surface is typically one of "aa" (clinker-like individual fragments), as seen here:

aa lava surface on a recent flow at Mt. Etna.

Now we are ready to study Mt. Etna from space. Most of the scenes below result from July-August, 2001 and October-November, 2002 eruptions; a few scenes were acquired in 1999-2000.

For a regional perspective, look first at this October, 2002 SeaWiFS image

SeaWiFS image of the Mediterranean basin, with Mt. Etna in eruption

This view of actively-erupting Mt. Etna was obtained by the Orbview-2 satellite

Orbview2 image of Mt. Etna in eruption

The Atmospheric InfraRed Sounder on EOS's Aqua is capable of making regional imagery; look for the black smoke plume:

Aqua's AIRS view of the Etna eruption in 2002.

The ATRS (Along Track Scanning Radiometer) can provide different aspects of a ground scene. Here the island of Sicily is dark but the plume from Etna has been colored yellow.

ATRS image of the smoke plume from Etna in late 2002.

Or, the scene can be presented by ATRS in a quasi-true color mode

ASTR near-true color image of Sicily and nearby southern Italy, with the eruption plume from Mt. Etna quite easy to see.

The Medium Resolution Imaging Spectrometer (MERIS) on Envisat can produce images with different colorations. The two scenes below, focusing on Mt. Etna, show differing renditions:

Envisat MERIS image of Sicily and surroundings; brown is the dominant color assigned.
MERIS image of Sicily, with an approximation to natural color.

SeaStar, a European satellite that concentrates on oceanographic conditions, also produces adequate displays of land surfaces, here showing all of Sicily with an active Mt. Etna.

SeaStar image of Sicily.

Satellites used in meteorological studies can be processed to highlight small areas. Here is a DMSP (Defense Meteorological Satellite Program) image of the area around Mt. Etna.

Defense Mapping Satellite image of Mt Etna region.

An Etna eruption was seen and photographed by an astronaut on the International Space Station as it passed just south of Sicily. The result is much like an aerial oblique photo but covers a much larger viewing area.

Mount Etna during its October 2002 eruption, as photographed from the ISS.

Here is another ISS astronaut image taken with a different camera on July 22, 2001.

ISS image of the Mt. Etna area.

On another occasion, an astronaut took this downwind view concentrating on the smoke plume itself.

Smoke plume from Mt. Etna as photographed from the International Space Station.

Landsats have passed over Mt. Etna many times since 1973. This is a false color composite subscene obtained by the TM on Landsat-5.

Landsat5 fcc image of the Mt. Etna region.

Individual TM bands can be instructive. Here is a Band 5 subscene image of Mt. Etna as imaged by Landsat-7. The light tones highlight areas where vegetation is prominent.

Landsat-7 TM Band 4 image of Mt.Etna.

Some of the Etna images on this page attempt to render the scene in natural color. Here is a Landsat TM version:

Landsat TM image of Mt Etna during a quiet phase with 321 as RGB.

Using longer wavelength bands to include in the color composite yields colorful images, such as this one made with Bands 4, 5, and 3 as red, green, and blue respectively:

Mt Etna viewed by Landsat TM, with bands 453 as RGB.

This interesting subscene was taken using the thermal band on Landsat-7 during a night pass on August 5, 2001. The hot lava flows stand out.

Ls-7 night thermal image of Mt. Etna, highlighting the active flows in white.

Meteorological satellites are effective at placing Mt. Etna into context. Those with a thermal channel can also pinpoint the active hot spots on the summit and flanks. These two images were gathered during the nights of October 28 and 29, 2002 respectively.

Metsat view of Sicily, Oct. 28, 2002
Metsat, Oct. 29, 2002

This Metsat (this term is used for any meteorological satellite whose specific identity is not given) image has been processed to show Sicily in the night as dark except for the bright orange of surface lava, with its strong thermal signal.

Metsat view of Sicily on the night of November 22, 2002.

A daytime Metsat image has been reprocessed to give a color version in which the land is green and the Mt. Etna smoke plume is red.

A metsat image in which Etna smoke is a bright red.

A thermal channel on the ERS-2 ATSR (described above) produced the next two images, both taken at night.

ATSR image of the thermal state of the surface at Mt. Etna.
Another night ATSR image.

An experimental aircraft-mounted hyperspectral sensor (see following pages in this Section) called MIVIS produced this image of the surface temperatures near the summit of Mt. Etna.

MIVIS image indicating surface temperature variations at Mt. Etna.

Radar is also quite useful for studying land surface conditions, such as topography (and changes thereof), around Mt. Etna. This next image is a SIR-C C-Band and X-Band color composite of Mt Etna and surrounding terrain. North is to the right.

SIR-C color composite of Mt. Etna.

As was discussed in Sections 8 and 11, perspective views of surface topography, in this case Mt. Etna as imaged by SIR-C, can be produced using either elevation data from maps or from onboard altimeters.

SIR-C Radar perspective of Mt. Etna; acquired November 1, 1995.

The SAR radar on ERS-2 provided both scene and altimetric data needed to generate this perspective view:

ERS-2 radar perspective view of Mt. Etna, using DEM data obtained from an altimeter.

As was explained on pages 11-8 through 11-10, radar interferometry is capable of indicating changes in surface heights or elevations. Here is the interference ring pattern that was determined from ERS-1 data acquired in 1995. This suggests some ground swelling.

Interference rings determined from ERS-1 radar data acquired in 1995.

One of the hallmarks of the smoke plumes from most Mt. Etna eruptions is a relatively high SO2 content, mixed with steam and ash. This is an ERS-2 image of an eruption on July 21, 2001 at Mt. Etna. Bands 7, 5, 2 (RGB) were combined to make the image.

ESA ERS-2 bands 752 image of Mt Etna erupting on July 21, 2001.

On board that spacecraft is the GOME (Global Ozone Monitoring Experiment) sensor which can provide quantitative measurements of SO2 content. The map below shows the distribution of SO2 summed over the period between July 22 and 24, 2001.

GOME SO<sub>2</sub> distribution in the smoke plume from Etna, as measured and integrated for the period 22-24 July, 2001

Another ESA satellite, PROBA (Project for Onboard Autonomy) monitored Mt. Etna during the first stages of eruption in 2002. The next two images show both the CHRIS and the HRS sensor products obtained then.

PROBA CHRIS image of Mt. Etna, Oct. 2002
PROBA HRS image of Mt. Etna, Oct. 30, 2002.

We come now to images generated from several sensors on the EOS program's Terra and Aqua satellites. These satellites are described in detail in Section 16. They are among the most versatile earth-observing satellites now in orbit.

The first image from Terra was made by the MISR sensor which is capable of looking at the scene simultaneously at several fixed angles.

Terra MISR images of Mt. Etna.

An earlier monitoring of this eruption, in early August of 2001, produced this striking view of the hot lava fields, as imaged by Terra's ASTER.

ASTER image acquired in August, 2001.

In this next ASTER image, one of the thermal bands is included in making the false color composite.

ASTER image that includes a thermal channel.

ASTER can pinpoint the hot lava extruding from its sources high up on Etna. This set of views shows a color composite for context and two thermal band views showing these hot spots:

ASTER images of thermal activity locations during the 2001 eruptions.

We will now use the MODIS sensor on Terra to do a time sequence study of the changes in smoke plume directions over a short span between November 3 and October 28, 2002. See the captions for details:

MODIS Nov. 3, 2002 image of eastern Sicily and Mt. Etna.
MODIS Nov.1 image made from a Terra observation
Nov 1 image obtained several hours later by the MODIS on Aqua.
MODIS Oct 30 image; note wind shift steering the plume to the northwest.
MODIS Oct 28 image, with the smoke plume now billowing to the south.

In late October of 2002 Etma was imaged at high resolution during a pass by Digital Globe's Quickbird-2. The view shown here is somewhat degraded so as to fit the screen. The image downloaded from the DigitalGlobe site, as shown with many megabytes, is remarkable for its detail - comparable to high quality aerial photography.

Quickbird image of Mt. Etna in eruption.

Space Imaging's IKONOS has obtained a number of Mt. Etna images, but only one was found through the Internet. Here it is, at a resolution of 4 meters.

IKONOS image of Mt. Etna, obtained July 31, 2001.

Later on in this Section we will concentrate on the relatively new technology of Hyperspectral sensors. For now, we show a scene (shown again and explained on page 13-10 made of Mt. Etna by a European hyperspectral system called DAIS (see page 13-9).

DAIS hyperspectral image of Mt. Etna.

A thorough review of Mt Etna's behavior is posted in the April 2003 Scientific American article entitled "Mount Etna's Ferocious Future".

Etna then is one of the more active, and often spectacular, erupting volcanoes in the world. Its repeatability and its photogenic appearance from space, air, and ground have guaranteed frequent coverage, as the above images confirm. However, most recorded eruptions cannot be marked as violent (like Krakatoa or Thera), yet at least one having that savage nature did occur in the past and some volcanologists predict another catastrophic eruption in the future.

We alluded to the other famous volcano in Italy - Vesuvius, perilously close to Naples. Its role in destroying ancient Roman towns in the infamous eruption of 79 A.D. was covered on page 4-5. Here we re-examine Vesuvius just to compare it with Etna. This still active stratocone lies just inland between Naples and Pompei. The next two images establish the geographic context of this volcano:

ERS-1 image of the Naples region
SIR-C color composite image of Naples and surroundings.

Much more detail is evident in these ASTER true and false color images. They show both a partial outer rim and a small volcanic cone with the depression at the top of Vesuvius.

Vesuvius in near-true color
ASTER image of Vesuvius, Pompeii, and the south end of Naples.

In 79 A.D., everyone in towns like Herculaneum and Pompeii were buried alive by these "nues ardentes" (hot ash that hugs the surface, moving downslope much like an avalanche). Both towns have been exposed as they were by archeological digs that removed the ash cover. But today much of Herculaneum has been rebuilt over unexcavated areas.

View of the now partially destroyed top of Vesuvius from the modern town of Herculaneum (destroyed in the 79 A.D. earthquake but rebuilt).

We take leave now of this part of Section 13 that has dealt with ground truth and the "multi" concept to advance to an introduction to hyperspectral remote sensing after some principles of spectroscopy are espoused.

Source: http://rst.gsfc.nasa.gov