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GEOG 482: Nature of Geographic Information(Spring 2007)
Project 3: Topic C: Shuttle Radar Topography Mission
Kent StantonJune 19, 2007
The Mission:
In February of 2000 the Space Shuttle Endeavour flew an earth sciences mission called
the Shuttle Radar Topography Mission (SRTM) designed to produce a high-resolution
near-global elevation data set. The eleven-day mission used a single-pass
interferometric synthetic aperture radar sensor to image the continental areas of the
earth between 60 degrees north latitude and 54 degrees south latitude. This provided
coverage of roughly 80% of the earth's land surface. (NASA, Shuttle Radar Topography
Mission Overview)
The Shuttle Radar Topography Mission (SRTM) was a cooperative effort of NASA, the
National Geospatial-Intelligence Agency (NGA - formerly NIMA, the National Imagery
and Mapping Agency), The German Aerospace Center (DIR), and the Italian Space
Agency (ASI).
The SRTM goals called for the creation of digital elevation model (DEM) with a horizontal
resolution of 30 meters. Prior to the SRTM the best global DEM was the GTOPO30 DEM
compiled by the USGS from a variety of existing topographic data sources. Completed in
1996, GTOPO30 has a horizontal spacing of approximately one kilometer with
topographic accuracy dependant on the quality of the original data. (GTOPO30)
Portions of the GTOPO30 data set had been gathered using space borne interferometric
radar, but The SRTM improved on previous efforts to gather topographic data from
space in several important ways. Previous efforts including the use of satellites capable
of collecting elevation data, and two previous shuttle missions in the mid-1990s, relied
on the use of multiple-pass interferometry while the SRTM used a single pass approach.
Radar Interferometry refers to processing two complementary radar signals to derive
additional information by analyzing phase difference between the two signals. Combining
two images to derive elevation data makes interferometry sound very much like
photogrammetry, and there are conceptual similarities. But the derivation of topographic
data from overlapping photographs is based on angle measurements (parallax). Radar
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interferometry derives topography from an analysis of the phase difference between the
two radar signals. (Hannsen 2001, p. 17)
Multi-pass interferometry (the type used prior to the SRTM) relies on the space vehicle
imaging an area on multiple orbits. The data from these separate passes is correlated
and processed to create the 3D representation. But this technique suffers from thedifficulty of precisely correlating data from different passes. Also, changing atmospheric
conditions can introduce variation into the phase comparison that is not easily removed
during processing. The SRTM overcame these problems by capturing the two data sets
at the same time using two physically separated antennae; one in the shuttle cargo bay
and the other at the end of a 60-meter mast.
The use of radar (as opposed to imaging systems that measure other types of
electro-magnetic radiation) provided an additional significant benefit. Because
radar emits the radiation used by the sensor (active sensing), it can be used at
night and without regard to cloud cover (radar penetrates clouds). This was critical
to the mission goal of capturing a topographic snapshot of the earth because in
just 159 orbits. Even with the instrument capturing a a 225 kilometer wide swath,
the mission approached the limit of how long the shuttle can operate in this
manner. For this reason radar is the only way to get this level of coverage in a
short period of time.
JSC2000E-01557 (January 2000) --- This partially computer-generated scene depicts
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anticipated coverage by the Shuttle Radar Topography Mission (SRTM) of topographicfeatures on Earth. Heavy cloud cover, hurricanes and cyclonic storms can prevent opticalcameras on satellites or aircraft from imaging some areas. SRTM radar, with its long
wavelength, will penetrate clouds as well as providing its own illumination, making itindependent of daylight. NASA, Human Space Flight Images
But radar also has limitations as an imaging sensor. The wavelength of the radiation
that we call radar is relatively long, falling in the microwave area of the electromagnetic
spectrum. One outcome of this characteristic of radar is that the size of the antenna
determines the imaging resolution (the larger antenna the higher the resolution). Since
the physical size of the antennas used on the SRTM were limited by the practicalities of
launching and deploying the instruments, an approach called synthetic aperture radar
was used to improve the resolution of the system. Synthetic aperture radar uses a
pulsed radar signal to simulate a larger antenna. Instead of basing a measurement on a
single instantaneous signal, synthetic aperture radar combines multiple signals --
captured in rapid succession while the platform is moving to simulate a larger
antenna. This synthetic antenna produces higher resolution.
The mission also made use of radars operating at two different frequencies; a C-band
system provided by NASA and an X-band system provided by the DIR. The German X-
band system yielded higher resolution but at the cost of imaging a much narrower
ground swath on each pass (providing approximately half the coverage of the C-band
instrument). However, the data produced by the X-band system was needed to fill voids
in areas not captured effectively by the C-band sensor. (Hanssen, 2001)
The Shuttle Radar Topography Mission presented NASA with significant engineering
challenges and resulted in several important space firsts. In particular, using the
distance from the tip of the shuttle's opposite wing to the edge of the outboard antenna
(the mast), the structure spanned 83 meters (272 feet). This made it the largest rigid
structure ever flown in space. (NASA Shuttle Radar Topography Mission FAQs) And the
characteristics of this mast in a large part determined the horizontal resolution of the
data. Because the mast was not perfectly rigid, and flexed when the shuttle thrusters
were fired, special instrumentation was used to constantly measure and track the
location of the mast radar sensor. The resolution of the system depended on knowing
the exact position of the mast borne radar antenna relative to the main sensor in the
Shuttle's cargo bay, so an additional system called the AODA was used to track and
continuously record the positional data as well. This AODA data was used during post
mission processing of the data to remove noise caused by variation in the relative
positions of the two radar sensors. (Farr 2007)
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JSC2000E01559 (January 2000) -- An artist's concept depicts the Space Shuttle Endeavourwith its 200-ft. (60 meter) mast deployed in Earth orbit. NASA, Human Space Flight Images
The Data:
With the mast deployed, and the sensor activated, the radar system captured data
continuously while over land resulting in the accumulation of over ten terabytes of data
over the course of the mission. The data capture rate of the sensors exceeded the
maximum data transfer capability of the shuttle by a factor of six so it was not possible
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to transmit the bulk of this data to earth in real-time (NASA Shuttle Radar Topography
Mission FAQs). Instead the data was stored on the shuttle --on 330 high-density
magnetic tapes-- and became available for processing only after the shuttle had landed.
During the mission limited amounts of the data were transferred to earth for verification
and alignment purposes. (Farr 2007)
After the shuttle returned to earth the C-band data tapes were transferred to the Jet
Propulsion Laboratory in Pasadena California for preliminary processing and the X-band
data was sent to the DIR for processing. It took nearly two years for the JPL to fully
process the raw radar echoes to produce what is called the unfinisheddata set. This
step consisted of the interferometric processing --comparing the phase relationship of
the two signals to produce a 3D data set-- while at the same time correlating the data
with the AODA data. Considerable error checking and correction was also applied and
the raw data was cross-checked with a variety of existing topographic data sources to
detect and correct errors. (Farr 2007)
The data was processed on a continent-by-continent basis to create one-degree by one-
degree tiles that are named using the coordinates of the southwest corner of the tile.
The tiles, formatted according to the Digital Terrain Elevation Data (DTED) specification,
were then forwarded to the NGA for further refinement. The raw data set is at a
resolution of 1 arc second (30 meters), but tiles using this resolution have been released
only for United States and its territories. All other areas of the world are limited to three
arc second resolution (90 meter). ( Shuttle Radar Topography Mission)
One limitation of the system was that the broad swath imaged by the C-band radar
resulted in radar shadows in areas of high relief. This was especially true near the edges
of a swath where the beam struck the earth at an angle. In these areas mountains and
canyons sometimes created radar shadows that resulted in data voids. In some cases
these voids could be filled using data from other passes (the swaths captured on each
pass overlapped), or using data captured by the X-band system. However, for some
areas no SRTM data was available and the voids were filled using alternative data
sources and/or interpolation. These areas amount to less than .2% of the total area
covered but tend to be concentrated. Considerable post-processing effort has been
applied to fill these voids with accurate data. (Farr 2007)
From a paper in the March 2006 edition of Photogrammetric Engineering & Remote
Sensing, "Some of these voids can be attributed to the complex nature of IFSAR
technology, while topographic shadowing can cause others." This paper, Filling SRTM
ftp://e0srp01u.ecs.nasa.gov/srtm/version2/Documentation/MIL-PDF-89020B.pdfftp://e0srp01u.ecs.nasa.gov/srtm/version2/Documentation/MIL-PDF-89020B.pdf -
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Voids, the Delta Surface Fill Method, describes both the issues that cause data voids and
the ways in which the problems were be fixed. This paper is detailed, but readable, and
provides an excellent introduction to the issues encountered in processing the SRTM
data set. (Grohman, 2006)
An example of an unedited tile and the finished version of the same tile. Notice the data void the topcenter portion of the left image. The void has been filled in the edited image.
(EROS SRTM Topo Documentation)
A second enhancement of the data done by the NGA was the use of existing water
boundary files to create distinct and accurate water boundaries in the DEM. The radar
used on the SRTM does not generally show bodies of water as smooth even-elevation
surfaces. So, existing boundaries were used to improve the accuracy of water body
boundaries. The SRTM data was then averaged to associate a single elevation with the
body of water boundary. A by-product of this process was the creation of an SRTM water
body data file -- essentially a 30-meter resolution water mask. This data has been made
available to the user community along with the other SRTM data sets. (Gesch 2006)
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(A comparison of water boundaries before and after the water boundary enhancementprocessing. Slater, The Generation and Dissemination of "Finished" SRTM Data Products byNGA National Geospatial-Intelligence Agency, Slide Presentation at the SRTM Data Validation
and Applications Workshop,June 14-16,2005 Slide 9)
An additional distinction that separates the SRTM based DEM from other digital elevation
models is that the SRTM radar produced elevations based on the height of man-made
structures and the vegetative canopy. This is known as first return and it is opposed to
bare earth elevations that some other types of systems produce. This sometimes
results in discrepancies when the SRTM data is matched up with other topographic data
sets and it greatly complicated the use of external data to fill voids in the SRTM data.
The volume of data in the SRTM data set has also created challenges for researchers
attempting to use the data for spatial analysis. Toma noted that software that has been
used to successfully process lower resolution DEMs --like the GTOPO30 data-- can be
overwhelmed by the number of points in SRTM based data products. For example, whenused with the SRTM data, commonly used algorithms for applying flow routing analysis
to large areas were too slow to be of practical use and Toma describes new algorithms
developed to apply this kind of analysis to the SRTM data set. (Toma, 2001)
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Data Quality:
The SRTM mission data quality requirements were very specific:
1. The linear vertical absolute height error shall be less than 16 m for 90% of
the data.
2. The linear vertical relative height error shall be less than 10 m for 90% of
the data.
3. The circular absolute geolocation error shall be less than 20 m for 90% of
the data.
4. The circular relative geolocation error shall be less than 15 m for 90% of the
data.
The 90% figure cited in the requirement is a confidence level in keeping the National
Map Accuracy Standards. It means that at least 90% of the data meets the statedaccuracy requirement.
To verify that the requirements had been met NASA and the NGA compared data from
the SRTM with data from a variety of sources and from ground measurements called
ground truth data. This review showed that in general the data collected during the
SRTM exceeded the performance requirements of the mission by a factor of 2. As part of
this verification process, and to aid in the alignment and processing of the data, GPS
equipped vehicles were driven over long distances to create transects of location and
elevation data that could be compared with the SRTM data set. (Rodrguez)
The Data Products:
The SRTM produced a highly-accurate global-scale digital elevation model (DEM). A DEM
is a regular grid of location points with associated elevations that can be used for a
variety of mapping, map generation, and map analysis purposes. Because a DEM
consists of a regular array of points, the topography encoded in the DEM can be directly
represented as a raster by associating a pixel (or a regularly shaped group of pixels)
with each point. However, it is also possible to create a vector representation of a DEM
by creating a triangulated irregular network (TIN).
As discussed previously, processing the raw data to create usable data products was in
itself a sizeable project and in the seven years since the shuttle flight the raw data
gathered on the mission has been processed for use in a variety of ways. To understand
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what SRTM based data is available its helpful to first the put the different kinds of data
into classes:
SRTM Data Product Classes:
Class: Comments:
Unfinished (raw) The data as processed by the JPL without extra processing. The raw form data i
generally used by researchers.
Finished The finished class data sets have been enhanced by filling voids and fixing errors know
as spikes and wells. In addition, water boundaries have been enhanced. The finishe
data sets are most appropriate for map making and analysis using GIS.
Enhanced Enhanced data is based on the finished SRTM data but with additions and enhancemen
added by commercial data vendors. Enhanced DEMs based on the SRTM data ar
available from a variety of vendors.
Combined The SRTM DEM combined with other data sets
SRTM Based Data Sets:
Source: Comments:
National Elevation
Data (NED)
Class: combined
The SRTM has been
used to fill-in and
enhance the other
data sets used to
create the NED.
USGS
Online Access:
http://seamless.usgs.gov/
For Information:
http://eros.usgs.gov/products/elevation/ned.html
Also available on DVD at minimal cost
As of November of 2006 theNED replaced a variety ofdigital elevation data setsprevious offered by the USGSand simply called DEMs. TheDEMs were available atvarious levels of spatiaresolution and with varyinglevels of accuracy.
SRTM DETD Level 1
Class: finished
EROS
Online Access:
http://seamless.usgs.gov/
For Information:
http://eros.usgs.gov/products/elevation/ned.html
Also available on DVD at minimal cost
3 arc second (90 meter)
global coverage
Where ever the level 1 and
level 2 data sets coincide they
have been aligned so that the
elevations on the two grids
match
http://eros.usgs.gov/products/elevation/ned.htmlhttp://eros.usgs.gov/products/elevation/ned.htmlhttp://eros.usgs.gov/products/elevation/ned.html -
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SRTM DETD Level 2
Class: finished
EROS
Online Access:
http://seamless.usgs.gov/
For Information:
http://eros.usgs.gov/products/elevation/ned.html
Also available on DVD at minimal cost
1 arc second (30) coverage ofthe United States andterritories
(Source: USGS SRTM Products Page - http://edc.usgs.gov/products/elevation.html, retrieved on June 182007)
One potential frustration of working with the SRTM data is that numerous references on
the Internet to the data and its availability are no longer valid. For example, the initia
release of the finished data set (in 2003 and 2004) was via an FTP server at the USGSs
EROS data center. Many journal articles and web resources refer to obtaining the data
from this source, but that server is no longer available.
The primary source for acquiring SRTM based data sets is now USGS seamless
distribution system found on the web athttp://seamless.usgs.gov/.
A good place to find an overview of the digital elevation data available from the USGS is:
http://eros.usgs.gov/products/elevation.html
Additional Sources for SRTM based data sets:
USGS U.S. Geological Survey (USGS)viewing, download, andmedia copies (http://seamless.usgs.gov/ or http://eros.usgs.gov/products/elevation.html or ftp://e0srp01u.ecs.nasa.gov/srtm/
University of Maryland Global LandCover Facility
http://glcf.umiacs.umd.edu/data/srtm/
Consultative Group for InternationalAgriculture Research
http://srtm.csi.cgiar.org/
German Aerospace Center http://www.dlr.de/srtm/index_en.html
Integrated Committee on EarthObservation Satellites(CEOS) European Data Server
http://iceds.ge.ucl.ac.uk/
(Gesch 2006)
http://eros.usgs.gov/products/elevation/ned.htmlhttp://eros.usgs.gov/products/elevation/ned.htmlhttp://seamless.usgs.gov/http://seamless.usgs.gov/http://seamless.usgs.gov/http://eros.usgs.gov/products/elevation.htmlhttp://eros.usgs.gov/products/elevation.htmlhttp://glcf.umiacs.umd.edu/data/srtm/http://glcf.umiacs.umd.edu/data/srtm/http://glcf.umiacs.umd.edu/data/srtm/http://www.dlr.de/srtm/index_en.htmlhttp://www.dlr.de/srtm/index_en.htmlhttp://www.dlr.de/srtm/index_en.htmlhttp://www.dlr.de/srtm/index_en.htmlhttp://glcf.umiacs.umd.edu/data/srtm/http://eros.usgs.gov/products/elevation.htmlhttp://seamless.usgs.gov/http://eros.usgs.gov/products/elevation/ned.html -
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Using the Data:
The USGS Seamless Data Distribution system can be used to view SRTM data online
using a web browser and data sets can also be selected and downloaded. This site allows
data sets to be defined by selecting map boundary features or by dragging out a
selection rectangle to define the extent of the desired area. Using this site you can select
and download data from the finished Version Two 1 Arc Second (30 meter) or 3 Arc
Second (90 meter) data sets among many others.
A screen capture of the USGS Seamless Data Distribution system user interface. This map shows NewYork State's Catskill Mountains. The Hudson River is visible in the lower right corner. (retrieved on June21, 2007)
ftp://e0srp01u.ecs.nasa.gov/srtm/. In addition to the data itself, files found on this
server provide a good overview of how to use the data with popular GIS software suchas ArcView. Both the version one (unfinished) and version two (finished) data sets are
available from this server.
The data on this site is provided in the .HGT file format and can be opened directly the
the Global Mapper Application.
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A one degree square data SRTM DEM tiledisplayed in Global Mapper.
However, using the SRTM data in this format with GIS software like ArcView requires the
use of add-in software and/or special techniques. One approach, which involves the
creation of header file to allow a DEM tile to be opened and used in ArcView directly, is
described in detail on the FTP server referenced above. And a variety of tools to facilitate
using this data with both AcrView and other GIS software are readily available on theInternet.
But the easiest way to put the SRTM to use is download it from the Seamless Data
Distribution site. Files from this site are provided in the Arc shapefile format and can be
opened directly in ArcView.
The seamless DEM daThis file was downloDistribution site andshriking the image fosignificant loss of reso
Conclusion:
The Shuttle Radar Topography Mission is regarded by many as the most important
science mission ever flown by the Space Shuttle. The consistent coverage and accuracy
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of the SRTM data set has made it useful in research endeavors ranging from the
mapping and discovery of ancient irrigation channels in Mesopotamia (Hritz 2006) to the
creation of new algorithms for dealing with high resolution DEMs as the basis for spatia
analysis (Toma 2001).
The total value of the SRTM lies not only in the initial results, in this case the SRTM dataset, but also in the engineering and research done to support the project. There is every
reason to expect that new uses for the SRTM data will continue to be found for years to
come. And the snapshot of global topography that the mission produced might well
prove to be invaluable at some future time, possibly for reasons not yet even imagined.
Sources:
EROS SRTM Topo Documentation,
ftp://e0srp01u.ecs.nasa.gov/srtm/version2/Documentation/SRTM_Topo.pdf, retrieved June 19, 2007
Farr, T. G., et al. (2007)The Shuttle Radar Topography Mission, Rev. Geophys., 45, RG2004,doi:10.1029/2005RG000183.http://www2.jpl.nasa.gov/srtm/SRTM_paper.pdf - retrieved June 19, 2007
Farr, Tom G.; Gesch, Dean B., Muller, Jan-Peter, The Shuttle Radar Topography Mission Data Validationand ApplicationsPHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING, VOLUME 72, NUMBER 3, March 2006
Grohman, Greg; George Kroenung, and John Strebeck, Filling STRM Voids, the Delta Surface Fill Method,VOLUME 72, NUMBER 3PHOTOGRAMMETRIC ENGINEERING & REMOTE SENSING March 2006http://www.asprs.org/publications/pers/2006journal/march/ retrieved June 19, 2007
GTOPO30 Project Home Page, http://edc.usgs.gov/products/elevation/gtopo30/gtopo30.html, retrievedon June 18, 2007
Hanssen, Ramon F.; Radar Interferometry. Data Interpretation and Error Analysis, Kluwer AcademicPublishers 2001
Hritz, Carrie; Wilkinson, T. J.. Using Shuttle Radar Topography to map ancient water channels inMesopotamia. Antiquity, Jun2006, Vol. 80 Issue 308, p415-424, 10p; (AN 21735723)
Meade, Charles; Sandwll David T., Synthetic Aperture Radar for Geodesy, Science, New Series, Vol.273, No. 5279. (Aug. 30, 1996), pp. 1181-1182. JSTOR Stable URL: http://links.jstor.org/sici?sici=0036-8075%2819960830%293%3A273%3A5279%3C1181%3ASARFG%3E2.0.CO%3B2-N
NASA, Human Space Flight Images, keyword search: SRTMhttp://spaceflight.nasa.gov/gallery/search.cgi
NASA, Shuttle Radar Topography Mission Overview, NASA SRTM Websitehttp://www2.jpl.nasa.gov/srtm/missionoverview.html - retrieved on June 10, 2007
NASA, Shuttle Radar Topography Mission FAQs, NASA SRTM Website,http://www2.jpl.nasa.gov/srtm/faq.html - retrieved on June 9, 2007
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NASA, What Part of the Earth was Mapped?, NASA SRTM Websitehttp://www2.jpl.nasa.gov/srtm/coverage.html - retrieved on June 9, 2007
Slater, J.; The Generation and Dissemination of "Finished" SRTM Data Products by NGA NationalGeospatial-Intelligence Agency, Slide Presentation at the SRTM Data Validation and ApplicationsWorkshop, June 14-16 2005,The Generation and Dissemination of "Finished" SRTM Data Products by NGA
Toma, Laura; Rajiv Wickremesinghe, Lars Arge, Jeffery S. Chase, Jeffery Scott Vitter, Patrick N. Halpin,Dean Urban., Proceedings of the 9th ACM international symposium on Advances in geographic informationsystems GIS '01, November 2001,ACM Press
Wikipedia, Interferometric_synthetic_aperture_radar,
http://en.wikipedia.org/wiki/Interferometric_synthetic_aperture_radar, retrieved on June 18, 2007
Wikipedia, Shuttle Radar Topography Mission, http://en.wikipedia.org/wiki/SRTM, retrieved on June18, 2007
This document is published in fulfillment of an assignment by a student enrolled in an
educational offering of The Pennsylvania State University. The student, named above, retains
all rights to the document and responsibility for its accuracy and originality.
Page Modified: June 3, 2011
http://www.personal.psu.edu/kas667/geog482/project3/project3.html
http://eros.usgs.gov/conferences/SRTM/presentations/Slides02_Slater.pdfhttp://eros.usgs.gov/conferences/SRTM/presentations/Slides02_Slater.pdfhttp://www.personal.psu.edu/kas667/geog482/project3/project3.htmlhttp://www.personal.psu.edu/kas667/geog482/project3/project3.htmlhttp://www.personal.psu.edu/kas667/geog482/project3/project3.htmlhttp://eros.usgs.gov/conferences/SRTM/presentations/Slides02_Slater.pdf -
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Cuestionario:
A. Responda: Valor 4.0
1. Cules son los Principales objetivos de la Misin topogrfica Radar Shuttle (SRTM)2. Qu instituciones trabajan en la SRTM?3. Qu modelo de elevacin previo (A escala mundial) exista antes de la SRTM?, Qu resolucin espacial tiene
este modelo?
4. El tamao de la antena determina alguna caracterstica en la SRTM? Por qu? Como corregirlo?5. Describa los problemas presentados en la transferencia y conservacin de los datos captados.6. Porque hay vacios en algunos modelos de elevacin?, cmo corregir esos vacios?7. Una segunda mejora en la informacin es realizada por la NGA debido a cuerpos de agua. Comente los
incidentes.
8. Que especificaciones en la calidad de los datos, cumple la SRTM9. Cual es la resolucin de los datos en la SRTM? (30 metros, 90 metros, los dos?)Que tipo de productos genera
la SRTM? quienes pueden usarlos?
B. Argumente Valor 1.0
10.Explique el principio usado en la adquisicin de datos, por el cual se genera el modelo de elevaciones. Quclase de sensor fue usado en esta misin? Estos sensores son activos o pasivos?
11.Qu importancia cree usted que tiene la SRTM en los estudios relacionados con la Geologa?
+