insar and lidar lecture 10. 1. interferometric synthetic aperture radar (insar or ifsar) is a...

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InSAR and LIDAR Lecture 10

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Page 1: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

InSAR and LIDAR

Lecture 10

Page 2: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)

Is a process whereby radar images of the same location on the ground are recorded by Two antennas of one platform separated by a few meters (single pass),

or The same radar system at different times (multi-pass or repeat-pass)

Applications on Elevation (DEM) derivation (single or multi pass)

Can be as accurate as DEM from traditional optical photogrammetric techniques. However, InSAR operate through clouds, day or night.

The first worldwide DEM (99.97%) was acquired in 2000 by SRTM in 2000, not by the photogrammetry

Surface displacement study (multi-pass only)

Page 3: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Examples One SAR with 2 antennas (single-pass)

AIRSAR/TOPSAR Along track interferometric mode (ATI)

(L and C) Ocean current and waves

Cross track interferometric mode (TXI) (L or C) DEM (3-5 m or 1 m)

Shutter Radar Topographic Mission (SRTM) C band and X band antennas separated by

60 m

One SAR in different times (multi-pass) SIR-C ERS 1,2

Page 4: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Phase of the wave is the total number of cycles of the wave at any given distance (or target) from the transmitter, including the fractional part. One cycle of phase is equal to 360 degrees (or 2π).

Page 5: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

The phase difference is called the “interferometric phase” and is determined by effectively subtracting the measured phase at each end of the baseline, and is actually the distance difference from each receiver to the same target.

Page 6: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Calculate altitude

)sin(2)90cos(2)( 22222 BBBB

cos)sin(2

)2

()(

22

B

Bhyz

cos)( hyz (1)

(2)

(3)(4)

is the fractional phase (value 0-2 radians), λ is wavelength

2

(Phase difference)

Page 7: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 8: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 9: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

AIRSAR/TOPSAR

Operates from a NASA DC-8 jet. When AIRSAR is used to create topographic map (DEM), it is called TOPSAR.

Fully polarimetric imagery (HH, VV, HV, VH) in three bands: C (5.6 cm, 5.26 GHz) L (24 cm, 1.22 GHz) P (60 cm, 0.45 GHz)

Spatial resolution of 10 m for 20 MHz radar data and 5 m for 40 MHz data. Multilook post-processing can be applied to the radar imagery to reduce speckle at the expense of decreased spatial resolution

Page 10: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Xie, 2002; Xie and Keller, 2006

Page 11: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 12: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 13: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 14: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Both C (5.6 cm) and X (3 cm) bands in the Main Antenna transmit and receive radar signals, but in the Outboard Antenna only receive signals.

http://www2.jpl.nasa.gov/srtm/instr.htm

Page 15: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

http://www2.jpl.nasa.gov/srtm/alaska.htm

Glaciers are sensitive indicators of climatic change. They can grow and thicken with increasing snowfall and/or decreased melting. Conversely, they can retreat and thin if snowfall decreases and/or atmospheric temperatures rise and cause increased melting. Landsat imaging has been an excellent tool for mapping the changing geographic extent of glaciers since 1972. The elevation measurements taken by SRTM in February 2000 now provide a near-global baseline against which future non-polar region glacial thinning or thickening can be assessed.

Page 16: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 17: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Source for SRTM data

USGS gallery: gahttp://srtm.usgs.gov/srtmimagegallery/index.html

JPL gallery: http://photojournal.jpl.nasa.gov/mission/SRTM

USGS seamless distribution system (USA 30 m, globe 90 meter) http://seamless.usgs.gov/

Page 18: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

SRTM coverage map

To download from here http://seamless.usgs.gov/

Page 19: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Displacement Interferogram of Landers

earthquake 7.3 magnitude on June 18, 1992. This is a remarkable new tech gained recognition thereafter.

This is from ERS-1 Average displacement along

the fault rupture was 3-4 m, maximum was 6m.

Each color cycle represents additional 2.8 cm ground motion or displacement.

Page 20: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Side info: ASTER Global DEM v2

This is not from INSAR tech, but It has an along-track stereoscopic capability using its near infrared spectral band and its nadir-viewing and backward-viewing telescopes to acquire stereo image data with a base-to-height ratio of 0.6. the improved version 2 was just released on October 17, 2011

30 m in pixel size 30 m accuracy in horizontal and 20 m accuracy in

vertical Free downloaded from

http://demex.cr.usgs.gov/DEMEX/ http://reverb.echo.nasa.gov/reverb/

Page 21: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

2. LIDAR LIght Detection And Ranging uses the same principle as RADAR.

The lidar instrument transmits laser out to a target. The transmitted light interacts with atmosphere and target. Some of this light is reflected / scattered back to the instrument where it is analyzed.

Use UV, visible, and infrared Transmitter (laser) and receiver Distance = C x T /2 Four types

Ranger finders: it is the simplest lidars, it measures the distance, then create the topographic map

DIAL: Differential Absorption Lidar is used to measure chemical concentrations (such as ozone, water vapor, pollutants) in the atmosphere.

Doppler Lidars: it’s used to measure the velocity of a target Raman LIDAR: can measure gaseous species

Page 22: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Airborne Lidar System

ALTMS (TerraPoint, USA) FLI-MAP (John Chance, USA) ALTM (USA) TopoEye (USA) ATLAS (USA)

Page 23: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Lidar elevation data of Bristol, UKhttp://www.npagroup.co.uk/engenv/engineering/lidar_img1.htm

Page 24: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

These data are collected with aircraft-mounted lasers capable of recording elevation measurements at a rate of 2,000 to 5,000 pulses per second and have a vertical precision of 15 centimeters (6 inches). After a baseline data set has been created, follow-up flights can be used to detect shoreline changes.

Page 25: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Surface and digital terrain model (DTM)

http://www.gisdevelopment.net/technology/rs/ma03234a.htm

Page 26: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

digital surface model (DSM) and DTM

DSM DTM (bare)

Page 27: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Airborne Lidar

http://www.etl.noaa.gov/et2/data/data_pages/texaqs/air_aerosol.html

Page 28: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

DIAL laser measures water vapor, clouds, and aerosols by comparing the absorption and scattering of different laser pulses on these atmospheric species

http://oea.larc.nasa.gov/PAIS/LASE.html

Page 29: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

ICESat

The first LIDAR satellite for Earth launched 1/12/2003 The Ice, Cloud, and Elevation Satellite (ICESat) The Geoscience Laser Altimeter System (GLAS)

Two wavelengths: 532 nm and 1064 nm 532 nm channel: vertical distribution of clouds

and aerosols 1064 nm channel: surface elevation of ice sheets

and sea ice thickness, 15 cm in vertical accuracy.

Page 30: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Ice, Cloud, and Land Elevation Satellite (ICESat)

Instrument: Geoscience Laser Altimeter System (GLAS)

Orbit Height: 600 km

Inclination: 94

Laser Wavelengths: 1064 nm and 532 nm

Orbit Repeat: 8 day and 91 day

Transmitted Pulse FWHM : 5 ns

Laser Footprint Diameter on the ground: 70 m

Sample interval on the ground: 170 m

Sample Rate: 40 laser shots per second.

Animation

Page 31: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 32: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

http://nsidc.org/data/icesat/laser_op_periods.html

Page 33: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 34: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 35: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 36: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 37: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

ICESat used to validate the SRTM- and photogrammtry-derived DEMs

Huang et al. 2011

Page 38: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the
Page 39: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Fig. 5. Elevation profiles along an ICESat ground track over a plateau lake surface. (a) ICESat ground tracks through the Nam Co Lake (centered at 30.42ºN/90.33 ºE) in 2003. (b) The profiles of ICESat and the two DEMs on September 27. (c) The elevation difference between DEM and ICESat (DEM minus ICESat) on September 27.

Page 40: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

ICESAT study lake level change

Zhang et al., 2011

Page 41: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Location of Lake Qinghai, and rivers, hydrological and meteorological station sites

Lake Qinghai

Page 42: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

The 47 ICESat tracks through Lake Qinghai.

Page 43: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Lake level change

Zhang et al., 2011b

Page 44: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Lake level from in-situ station vs. ICESat data

Absolute average difference=0.06 mRMSD=0.08 m

Page 45: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

ICESat in SIMBA 2007

-0.20

0.30

0.80

1.30

1.80

2.30

-72.0-71.8-71.6-71.4-71.2-71.0-70.8-70.6-70.4-70.2-70.0-69.8-69.6-69.4-69.2-69.0

Latitude (degree)

Sn

ow

Fre

ebo

ard

or

Ice

Th

ickn

ess

(m)

Freeboard: footprint Freeboard: 1 km running meanFreeboard: 12.5 km running mean Ice thickness: 1 km running mean

0

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.2 0.8 1.4 2 2.6 3.2 3.8 4.4 5 5.6

Ice thickness (m)

Fre

qu

en

cy

All tracks Track 0011

Xie et al. 2011

Page 46: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

CALIPSO

Cloud-Aerosol Lidar and Infrared Pathfinder Satellite Observations (CALIPSO), launched 4/28/2006.

Provide a global set of data on aerosol and cloud properties, radiative fluxes, and atmospheric state.

Equipment: Lidar: 632 nm and 1064 nm Radiometer Camera

http://www-calipso.larc.nasa.gov/

Page 47: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

Calipso instrument

Page 48: InSAR and LIDAR Lecture 10. 1. Interferometric Synthetic Aperture Radar (InSAR or IFSAR)  Is a process whereby radar images of the same location on the

MOLA

Mars Orbiter Laster Altimeter (MOLA), the first satellite-based Lidar system, launched on November 7, 1996 on board the Mars Global Surveyor.

Wavelength 1064 nm, 130 m footprint and 330 m along track spacing (vary with latitude)

To construct a precise topographic map of Mars

Mars’ south pole has a higher elevation than the north pole by ~6 km.

N

S