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          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               1 IEEE-IGARSS-2011b, Vancouver, BC, 110724 – 110729  Tuesday, 110726, IS TU.TO2, SAR Polarimetry-I – Theory & Applications Future perspectives of Radar Polarimetry with applications to Multiparameter POLSAR Remote Sensing applied to Earthquake & Volcano Eruption Disaster Prevention Wolfgang-Martin Boerner1, 2,  4 In coordination  with Yoshio Yamaguchi2, Akinobu Sato2, Roichi Sato2, Hiroyoshi Yamada2, Kun-Shan Chen3,  Chih-Tien Wang3, Motoyuki Sato4, Enrico-Camero Paringit5 and Mahmud Raimadoya6 1 University of Illinois at Chicago, UIC-ECE/CSN, Chicago, IL/USA 2 Niigata University, Electronic Information Engineering, Ikarashi, Niigata, Japan 3 National Central University, NCU-CSRSR/MRSL, Jhongli, Taoyuan, Taiwan ROC 4 Tohoku University, TU-CNEA, Aoba-ku, Sendai,  Miyagi-ken, Japan 5 UPD-GE, Diliman, Quezon City, Metro-Manila, Philippines, ecparingit@up.edu.ph 6 BAC-CEE/RAWG, Jalan Meranti Dramaga Campus, Bogor, Java, Indonesia, wgar.ipb@gmail.com
Exploitation of fully polarimetric ALOS-PALSAR mode for natural hazard detection and subsequent disaster reduction of SE-Asian/Pacific earthquakes, volcano eruptions and taiphoons – Japan, Taiwan, Philippines and Indonesia  Abstract: The outstanding performance capabilities of the ALOS-PALSAR imagery are well established; and in this exposition the exploitation of the fully polarimetric ALOS-PAL=PPL=SAR mode is demonstrated by implementing the NIIGATA-UNIVERSITY four-scatterer SAR image decomposition with coherency-matrix rotation proving the superior imaging capabilities of the fully polarimetric SAR modes not only for the ALOS-PALSAR L-Band and similarly to the S-Band, C-Band and X-Band. The novel fully polarimetric POL-SAR image processing techniques are then applied to natural hazard detection and subsequent disaster reduction of taiphoons with land-slides, volcano eruptions with plume aftereffects & landslides, and of earthquakes with drop-slips experienced within the SE-Asian/Pacific Ring-of-Fire including next to Japan in Taiwan, the Philippines and Indonesia.           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               2
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               3 Hydrologic cycle with volcanologic & seismic activity Volcano eruption  with smock Earthquake drop-slip
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               4 Taiwan From BBC news site
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               5 The terrestrial tectonology: Alfred Wegener’s tectonic plate theory and the two major seismic belts Belt 2,   Circum-Pacific belt
ALOS-PALSAR Polarimteric Mode 2009/5/1 Data no. PASL1100905011424530907020000 PASL1100905011424530907020001 PASL1100905011424530907020002 PASL1100905011424530907020003 PASL1100905011424530907020004 Ascending Chelengpu-fault Taiwan Taiwan 21.5° ©METI, ERSDAC Yoshio Yamaguchi           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               6 Sun Moon-lake Taitong
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               7 ALOS is one of the largest Earth observing satellites ever developed, at 3850 kg. It is in a near-exact 45-day repeat sun-synchronous orbit, 690 km altitude above the equator. The active phased array SAR antenna is obliquely Earth-facing, aligned with the spacecraft velocity vector. The solar array is arranged at right angles to the orbit plane, consistent with the near-mid-day orbit phasing. The X-band down-link must be shared with optical instruments, which constrains  SAR operation times.
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               8 3.4.5.6.7.8 Polarimetric mode Incident angle :23.1° Date:2009/05/01 Path:442 Frame:430(3),440(4)            450(5),460(6)            470(7),480(8)
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               9 Pd Pv Ps Luye Taitung
Pd Ps Pv Color-Composite POLSAR image analysis Scattering matrix = Quad. Pol. data HV Basis HH,  2HV,  VV VV HV HH Pauli Basis HH-VV, 2HV, HH+VV <Average> Eigenvalue Entropy, Alpha-angle, Anisotropy λ1 λ2 λ3 double  bounce Scattering Power Decomposition Covariance matrix Coherency matrix surface  scattering volume  scattering Pd,  Pv,   Ps,  Pc           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               10
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               11 The four-component decomposition of scattering powers Ps, Pd, Pv, and Pc
Pd Ps Pv  Taiwan N 2009/5/1 22.710N 121.091E Google earth optical image PASL1100905011424200907020000 N ©METI, ERSDAC Scattering power decomposition (Pd, Ps, Pv)           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               12 Taitong
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               13 Taitong
Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N Pauli-basis  Taiwan HV-basis HH-VV, 2HV, HH+VV 2009/5/1 N 22.710N 121.091E PASL11009050114242009070200 ©METI, ERSDAC HH,  2HV,  VV           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               14
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               15 4-compornent scattering power decomposition algorithm  using rotated coherency matrix Rader line of sight Deorientation Rotation of imsge
Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N T33 Rotation Pauli-basis  Taiwan HH-VV, 2HV, HH+VV HV-basis N 22.710N 121.091E HH,  2HV,  VV 2009/5/1 PASL11009050114242009070200 ©METI, ERSDAC           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               16
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               17 Pd Ps Pv Yushan Nlt. Park Luye
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               18 Yushan  Mountain
Pd Ps Pv  Taiwan N 2009/5/1 23.207N 120.983E Google earth optical image PASL1100905011424200907020001 N ©METI, ERSDAC Scattering power decomposition (Pd, Ps, Pv)           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               19
Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N Pauli-basis  Taiwan 23.207N 120.983E HH-VV, 2HV, HH+VV HV-basis N PASL1100905011424200907020001 ©METI, ERSDAC 2009/5/1 HH,  2HV,  VV           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               20
Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N T33 Rotation Pauli-basis 2009/5/1 HH-VV, 2HV, HH+VV HV-basis N  Taiwan 23.207N 120.983E PASL1100905011424200907020001 ©METI, ERSDAC HH,  2HV,  VV           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               21
Pd Ps Pv  Taiwan N 23.703N 120.875E PASL1100905011424200907020002 Google earth optical image Puli City ©METI, ERSDAC Jiji 2009/5/1 Sun Moon Lake Scattering power decomposition (Pd, Ps, Pv)
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               23 Sun-Moon Lake
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               24
Pd Ps Pv Scattering power decomposition Pd, Pv, Ps Pauli-basis  Taiwan 23.703N 120.875E HH-VV, 2HV, HH+VV HV-basis 2009/5/1 PASL1100905011424200907020002 ©METI, ERSDAC HH,  2HV,  VV
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               26 The destruction along the Cheleng-Pu fault caused by the Chi-Chi earthquake of 1999 September 21
Pd Ps Pv Scattering power decomposition Pd, Pv, Ps T33 Rotation Pauli-basis  Taiwan HH-VV, 2HV, HH+VV 23.703N 120.875E HV-basis 2009/5/1 PASL1100905011424200907020002 ©METI, ERSDAC HH,  2HV,  VV
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               28 Houlong River  Estuary
Pd Ps Pv  Taiwan N 24.200N 120.766E PASL1100905011424200907020003 Google earth optical image Miaoli City Houlong River  Jhonggang River  ©METI, ERSDAC 2009/5/1 Scattering power decomposition (Pd, Ps, Pv)
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               30 Houlong River  Estuary
Pd Ps Pv Scattering power decomposition Pd, Pv, Ps Pauli-basis  Taiwan 24.200N 120.983E HH-VV, 2HV, HH+VV 2009/5/1 HV-basis PASL1100905011424200907020003 ©METI, ERSDAC HH,  2HV,  VV
Pd Ps Pv Scattering power decomposition Pd, Pv, Ps T33 Rotation Pauli-basis  Taiwan 24.200N 120.983E HH-VV, 2HV, HH+VV HV-basis 2009/5/1 PASL1100905011424200907020003 ©METI, ERSDAC HH,  2HV,  VV
Pd Ps Pv N Jhonggang River Estuary  Taiwan 24.697N 120.656E Google earth optical image 2009/5/1 PASL1100905011424200907020004 ©METI, ERSDAC Jhonggang River Estuary Scattering power decomposition (Pd, Ps, Pv)
Pd Ps Pv Scattering power decomposition Pd, Pv, Ps Pauli-basis  Taiwan 24.200N 120.766E 2009/5/1 HH-VV, 2HV, HH+VV HV-basis PASL1100905011424200907020004 ©METI, ERSDAC HH,  2HV,  VV
Pd Ps Pv Scattering power decomposition Pd, Pv, Ps T33 Rotation  Taiwan Pauli-basis 24.200N 120.766E HH-VV, 2HV, HH+VV 2009/5/1 HV-basis PASL1100905011424200907020004 ©METI, ERSDAC HH,  2HV,  VV
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               36 Pd Ps Pv JAXA-ALOS PALSAR T33 Rotation Japan eruption of  Shin-Moedake 110119 Before eruption 2009 June  After eruption 2011 March 2011 February Mount Kirishima:  31*54’42”N, 130*53’00”E
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               37 ALOS-PALSAR Polarimetric Mode Philippines Ascending 13.501N 123.551E 2009/5/30 Data no. ALPSRP178330260 © METI, JAXA Yoshio Yamaguchi
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               38 Mt. Mayon – The pearl of the Orient
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               39 Pd Ps Pv Mt. Mayon Philippines 13.501N 123.551E 2009/5/30 N Google Earth optical image Data no. ALPSRP178330260 Mt. Mayon ©METI, JAXA Scattering power  Decomposition Decomposed image (Ps, Pd, Pv) with rotation 2*12 window
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               40 Pd Ps Pv Mt. Mayon Philippines 13.498N 123.561E 2010/1/15 N Google Earth optical image Data no. ALPSRP211880260 ©METI, JAXA Scattering power  Decomposition Decomposed image (Ps, Pd, Pv) with rotation 2*12 window
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               41 Pd Ps Pv Mt. Mayon Philippines 13.498N 123.568E 2010/4/17 N Google Earth optical image Data no. ALPSRP225300260-P1.1__A ©METI, JAXA Scattering power  Decomposition Decomposed image (Ps, Pd, Pv) with rotation 2*12 window
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               42 Philippines Pd Ps Pv Mt. Mayon 2009/5/30 2010/1/15 2010/4/17
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               43 South-East Asia
ALOS-PALSAR Polarimteric Mode Ascending 2007/3/10 Data no. ALPSRP059887030 ALPSRP059887040 Indonesia 2009/3/15 Data no. ALPSRP167247030 ALPSRP167247040 ©JAXA, METI Yoshio Yamaguchi           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               44 Java
Pd Ps Pv Indonesia  -7.942N 112.870E N 2007/3/10 Google earth optical image ALPSRP059887030-P1.1__A Volcanoes ©JAXA, METI Scattering power  Decomposition           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               45 Bromo Semeru Decomposed image (Ps, Pd, Pv)
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               46 Mount Semeru puffs steam behind a cloud of sulphur gas  from Mount Bromo in the Tengger caldera on Java.
Pd Ps Pv Scattering power decomposition Pd, Pv, Ps (80 up) 2007/3/10 Pauli-basis -7.942N 112.870E HH-VV, 2HV, HH+VV  (0-50 up) HV-basis Indonesia  ALPSRP059887030-P1.1__A ©JAXA, METI HH,  2HV,  VV (50 up)           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               47
Pd Ps Pv Scattering power decomposition 2007/3/10 Pd, Pv, Ps (80 up) T33 Rotation Pauli-basis HH-VV, 2HV, HH+VV (80 up) HV-basis Indonesia  -7.942N 112.870E ALPSRP059887030-P1.1__A ©JAXA, METI HH,  2HV,  VV (50 up)           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               48
Feb 26, 2005 Mw6.7 Kuala Lumpur Mar 28, 2005 Ms8.4 2004 Apr 10, 2005 Ms6.7 Singapore 1907 PADANG 1861 1935 2002 1797 Jakarta 1833 2000 Krakatau A flurry of ruptures have occurred since 2000           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               49
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               50 Krakatau  8/26/1883  Next major eruption within 20 years
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               51 Indian Ocean Tsunamis: 1833 & 2004 Hannah Fairfield/The New York Times, Science Section, January 4, 2005
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               52 Eyjafjallajökull Eyjafjallajökull Keflavik Aachen Iceland, Eyjafjallajökull Volcano
Physical interpretation of rain cell signatures Partial backscattering at hydrometeors (precipitation volume) Attenuation of incident wave Received signals   A Amplitude B z t B A Backscattered wave (attenuated) (B) Transmited wave Backscattered wave from hydrometeors (A)           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               53
Azimuth Range  Slant range reflectivity profile („A-scope“) for the rain cell cut from a very recent TerraSAR-X measurement Power [dB]           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               54
Iceland, Eyjafjallajökull Volcano           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               55
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               56
Christchurch earthquake of Sept 4 2010
Zoom up of epicenter part
PALSAR FBS SAR interferometry for Christchurch earthquake of Feb. 22, 2011
Zoom up of the Epicenter area
TanDEM-X: Operational DEM Acquisition 15.12.2010 DT 6 DT 7
TanDEM-X: Operational DEM Acquisition 15.12.2010 – DT 6 Spatial resolution: 3m Amplitude HH Coherence
TanDEM-X: Operational DEM Acquisition 15.12.2010 – DT 6 Spatial resolution: 12m Height of Ambiguity 41 m
TanDEM-X: Operational DEM Acquisition 15.12.2010 – High Resolution DT 7Coherence spatial resolution 1 m
TanDEM-X: Operational DEM Acquisition 15.12.2010 – High Resolution DT 7DEM
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               67
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               68 Off-Tohoku M9 Seaquake & Tsunami 110311 Friday, March 11, 2011 at 05:46:23 UTC Friday, March 11, 2011 at 02:46:23 PM at epicenter Epicenter38.322°N, 142.369°E
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               69
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               70
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               71
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               72
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               73 Ishinomaki harbor38*25’N, 141*18’E
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               74 Off-Tohoku M9 Seaquake & Tsunami 110311
NASA-JPL UAVSAR on Global Hawk           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               75
GROB Super-High-Altitude UAV           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               76 Grob G520T Egret D-FSTN
TandemSAR-X DLR Launch: 2010 June 21           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               77
TandemSAR-L (Destiny): JPL & DLR            WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               78
Recent Textbooks on Radar Polarimetry & Polarimetric Interferometry Mott, Boerner, Yamaguchi, Souyris, Jin, Jin-Xu, Pottier-Lee, Cloude, Jian Yang,Cumming-Wong vanZyl-Kim Addendum: Boerner, Literature Assessment           WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               79
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               80 Recent Books on Polarimetric Radar & SAR, Polarimetric Interferometry  Harold MOTT,  Remote Sensing with Polarimetric Radar, Wiley-IEEE Press, 1st ed., January 2007, pp309 , ISBN: 978-0470074763 {also see previous books by late Harold Mott, 1986 & 1992} Boerner, Wolfgang-Martin, Introduction to Synthetic Aperture Radar (SAR) Polarimetry, Wexford Press (reprinted without permission from W-M. Boerner (April 2007),  Basics of SAR Polarimetry 1, In Radar Polarimetry and Interferometry (pp. 3.1- 3-40), Educational Notes RTO-EN-SET-081bis, Paper 3, Neuilly-sur-Seine, France RTO, available from: http://www.rto.nato.int/abstracts.asp Yamaguchi, Yoshio, Radar Polarimetry from Basics to Applications: Radar Remote Sensing using Polarimetric Information (in Japanese),IEICE Press, Dec. 2007, (soft cover), ISBN: 978-4-88552-227-7,  http://www.ieicepress.com/ Masonnett Didier & Souyris Jean-Claude, Imaging with Synthetic Aperture Radar,  EPFL/CRC-Press,  Engineering Sciences/Electrical Engineering, Taylor & Francis Group,  2008,(hard-cover), ISBN 978-0-8493-8239-4;  http://www.crcpress.com Ya-Qiu JIN & Feng XU, Theory and Approach for Polarimetric Scattering and Information Retrieval of SAR Remote Sensing (In Modern Chinese), Beijing: Science Press, 2008, (hard cover), ISBN978-7-03-022649-5; http://www.sciencep.com Lee Jong-Sen & Pottier, Eric, Polarimetric Radar Imaging – from basics to applications, CRC Press – Taylor & Francis Group, January 2009, ISBN 978-1-4200-5497-2 (hard-cover), TK6580.L424.2009, 621.3848- -dc22; http://www.crcpress.com  {Chinese version to be published by 2009 October} Cloude, Shane Robert,  Polarisation: Applications in Remote Sensing,Oxford University Press, UK & EU, August 2009, ISBN 978 -0-19-9569731-1 (352p, 260 line-ill: hard-copy), http://www.oup.com.contact/ vanZyl Jakob-Johannes & Kim Yun-Jin, Introduction to SAR Polarimetry – in progress and to be completed by 2009 December: To be published with the JPL Series, John Wiley. Cumming, I. G. and F. W. Wong, “Digital Processing of Synthetic Aperture Radar Data”. Artech House, 653-pages, January 2005. (Published in Chinese, October 2007).
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               81 Contents List 1. SAR Imaging Basics Basic Principles of Radar Imaging Radar Resolution Radar Equation Real Aperture Radar Synthetic Aperture Radar Radar Image Artifacts and Noise Summary References 2. Basic Principles of SAR Polarimetry Polarization of Electromagnetic     Waves Mathematical Representations of     Scatterers Implementation of a Radar  Polarimeter Polarization Response Optimum Polarizations Contrast Enhancement Summary References 3. Advanced Polarimetric Concepts Vector-Matrix Duality of Scatterer     Representation Eigenvalue and Eigenvector-Based     Polarimetric Parameters Decomposition of Polarimetric Scattering Summary References 4. Polarimetric SAR Calibration Polarimetric Radar System Model Cross-Talk Estimation and Removal Co-Polarized Channel Imbalance Calibration Absolute Radiometric Calibration References 5. Applications:  Measurement  of Surface Soil Moisture Surface Electrical and Geometrical     Properties Scattering from Bare Rough Surfaces Example: Bare Surface SoilMoisture    Inversion Models Comparison of the Performance of     Bare Surface Inversion Models Parameterizing Scattering Models  Inverting the IEM Model Scattering from Vegetated Terrain Simulation Results Time Series Estimation of Soil     Moisture Summary References To appear in 2011 October John Wiley & Sons, Inc. ISBN:  978-1118-11511-4
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               82 “Natural hazards are inevitable!  Natural disasters are not & how   can we reduce aftereffects?” Major Paradigm for Remote Sensing  from  Air and Space of the Terrestrial Covers: Accomplished with fully Polarimetric POLinSAR Sensors at all pertinent frequency bands:
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               83 ACQUISITION OF NEW BANDS FOR PASSIVE & ACTIVE SENSING “The Remote Sensing Pathologists and Radiologists of Earth and Planetary Covers”
          WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY               84 FOUNDATIONS AND RELEVANCE OF MODERN  EARTH REMOTE SENSING & ITS APPLICATIONS BY IMPLEMENTING SPACE-BORNE POL-IN-SAR Conclusions: The Electromagnetic Vector-Wave Spectrum: A Natural Global Treasure Terrestrial Remote Sensing with POLinSAR for The Diagnostics of the Health of the Earth

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WMB-IP=TU1-TO2_5-110726_1040=110722.pptx

  • 1. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 1 IEEE-IGARSS-2011b, Vancouver, BC, 110724 – 110729 Tuesday, 110726, IS TU.TO2, SAR Polarimetry-I – Theory & Applications Future perspectives of Radar Polarimetry with applications to Multiparameter POLSAR Remote Sensing applied to Earthquake & Volcano Eruption Disaster Prevention Wolfgang-Martin Boerner1, 2, 4 In coordination with Yoshio Yamaguchi2, Akinobu Sato2, Roichi Sato2, Hiroyoshi Yamada2, Kun-Shan Chen3, Chih-Tien Wang3, Motoyuki Sato4, Enrico-Camero Paringit5 and Mahmud Raimadoya6 1 University of Illinois at Chicago, UIC-ECE/CSN, Chicago, IL/USA 2 Niigata University, Electronic Information Engineering, Ikarashi, Niigata, Japan 3 National Central University, NCU-CSRSR/MRSL, Jhongli, Taoyuan, Taiwan ROC 4 Tohoku University, TU-CNEA, Aoba-ku, Sendai, Miyagi-ken, Japan 5 UPD-GE, Diliman, Quezon City, Metro-Manila, Philippines, ecparingit@up.edu.ph 6 BAC-CEE/RAWG, Jalan Meranti Dramaga Campus, Bogor, Java, Indonesia, wgar.ipb@gmail.com
  • 2. Exploitation of fully polarimetric ALOS-PALSAR mode for natural hazard detection and subsequent disaster reduction of SE-Asian/Pacific earthquakes, volcano eruptions and taiphoons – Japan, Taiwan, Philippines and Indonesia Abstract: The outstanding performance capabilities of the ALOS-PALSAR imagery are well established; and in this exposition the exploitation of the fully polarimetric ALOS-PAL=PPL=SAR mode is demonstrated by implementing the NIIGATA-UNIVERSITY four-scatterer SAR image decomposition with coherency-matrix rotation proving the superior imaging capabilities of the fully polarimetric SAR modes not only for the ALOS-PALSAR L-Band and similarly to the S-Band, C-Band and X-Band. The novel fully polarimetric POL-SAR image processing techniques are then applied to natural hazard detection and subsequent disaster reduction of taiphoons with land-slides, volcano eruptions with plume aftereffects & landslides, and of earthquakes with drop-slips experienced within the SE-Asian/Pacific Ring-of-Fire including next to Japan in Taiwan, the Philippines and Indonesia. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 2
  • 3. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 3 Hydrologic cycle with volcanologic & seismic activity Volcano eruption with smock Earthquake drop-slip
  • 4. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 4 Taiwan From BBC news site
  • 5. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 5 The terrestrial tectonology: Alfred Wegener’s tectonic plate theory and the two major seismic belts Belt 2, Circum-Pacific belt
  • 6. ALOS-PALSAR Polarimteric Mode 2009/5/1 Data no. PASL1100905011424530907020000 PASL1100905011424530907020001 PASL1100905011424530907020002 PASL1100905011424530907020003 PASL1100905011424530907020004 Ascending Chelengpu-fault Taiwan Taiwan 21.5° ©METI, ERSDAC Yoshio Yamaguchi WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 6 Sun Moon-lake Taitong
  • 7. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 7 ALOS is one of the largest Earth observing satellites ever developed, at 3850 kg. It is in a near-exact 45-day repeat sun-synchronous orbit, 690 km altitude above the equator. The active phased array SAR antenna is obliquely Earth-facing, aligned with the spacecraft velocity vector. The solar array is arranged at right angles to the orbit plane, consistent with the near-mid-day orbit phasing. The X-band down-link must be shared with optical instruments, which constrains SAR operation times.
  • 8. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 8 3.4.5.6.7.8 Polarimetric mode Incident angle :23.1° Date:2009/05/01 Path:442 Frame:430(3),440(4) 450(5),460(6) 470(7),480(8)
  • 9. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 9 Pd Pv Ps Luye Taitung
  • 10. Pd Ps Pv Color-Composite POLSAR image analysis Scattering matrix = Quad. Pol. data HV Basis HH, 2HV, VV VV HV HH Pauli Basis HH-VV, 2HV, HH+VV <Average> Eigenvalue Entropy, Alpha-angle, Anisotropy λ1 λ2 λ3 double bounce Scattering Power Decomposition Covariance matrix Coherency matrix surface scattering volume scattering Pd, Pv, Ps, Pc WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 10
  • 11. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 11 The four-component decomposition of scattering powers Ps, Pd, Pv, and Pc
  • 12. Pd Ps Pv Taiwan N 2009/5/1 22.710N 121.091E Google earth optical image PASL1100905011424200907020000 N ©METI, ERSDAC Scattering power decomposition (Pd, Ps, Pv) WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 12 Taitong
  • 13. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 13 Taitong
  • 14. Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N Pauli-basis Taiwan HV-basis HH-VV, 2HV, HH+VV 2009/5/1 N 22.710N 121.091E PASL11009050114242009070200 ©METI, ERSDAC HH, 2HV, VV WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 14
  • 15. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 15 4-compornent scattering power decomposition algorithm using rotated coherency matrix Rader line of sight Deorientation Rotation of imsge
  • 16. Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N T33 Rotation Pauli-basis Taiwan HH-VV, 2HV, HH+VV HV-basis N 22.710N 121.091E HH, 2HV, VV 2009/5/1 PASL11009050114242009070200 ©METI, ERSDAC WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 16
  • 17. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 17 Pd Ps Pv Yushan Nlt. Park Luye
  • 18. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 18 Yushan Mountain
  • 19. Pd Ps Pv Taiwan N 2009/5/1 23.207N 120.983E Google earth optical image PASL1100905011424200907020001 N ©METI, ERSDAC Scattering power decomposition (Pd, Ps, Pv) WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 19
  • 20. Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N Pauli-basis Taiwan 23.207N 120.983E HH-VV, 2HV, HH+VV HV-basis N PASL1100905011424200907020001 ©METI, ERSDAC 2009/5/1 HH, 2HV, VV WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 20
  • 21. Pd Ps Pv Scattering power decomposition N Pd, Pv, Ps N T33 Rotation Pauli-basis 2009/5/1 HH-VV, 2HV, HH+VV HV-basis N Taiwan 23.207N 120.983E PASL1100905011424200907020001 ©METI, ERSDAC HH, 2HV, VV WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 21
  • 22. Pd Ps Pv Taiwan N 23.703N 120.875E PASL1100905011424200907020002 Google earth optical image Puli City ©METI, ERSDAC Jiji 2009/5/1 Sun Moon Lake Scattering power decomposition (Pd, Ps, Pv)
  • 23. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 23 Sun-Moon Lake
  • 24. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 24
  • 25. Pd Ps Pv Scattering power decomposition Pd, Pv, Ps Pauli-basis Taiwan 23.703N 120.875E HH-VV, 2HV, HH+VV HV-basis 2009/5/1 PASL1100905011424200907020002 ©METI, ERSDAC HH, 2HV, VV
  • 26. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 26 The destruction along the Cheleng-Pu fault caused by the Chi-Chi earthquake of 1999 September 21
  • 27. Pd Ps Pv Scattering power decomposition Pd, Pv, Ps T33 Rotation Pauli-basis Taiwan HH-VV, 2HV, HH+VV 23.703N 120.875E HV-basis 2009/5/1 PASL1100905011424200907020002 ©METI, ERSDAC HH, 2HV, VV
  • 28. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 28 Houlong River Estuary
  • 29. Pd Ps Pv Taiwan N 24.200N 120.766E PASL1100905011424200907020003 Google earth optical image Miaoli City Houlong River Jhonggang River ©METI, ERSDAC 2009/5/1 Scattering power decomposition (Pd, Ps, Pv)
  • 30. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 30 Houlong River Estuary
  • 31. Pd Ps Pv Scattering power decomposition Pd, Pv, Ps Pauli-basis Taiwan 24.200N 120.983E HH-VV, 2HV, HH+VV 2009/5/1 HV-basis PASL1100905011424200907020003 ©METI, ERSDAC HH, 2HV, VV
  • 32. Pd Ps Pv Scattering power decomposition Pd, Pv, Ps T33 Rotation Pauli-basis Taiwan 24.200N 120.983E HH-VV, 2HV, HH+VV HV-basis 2009/5/1 PASL1100905011424200907020003 ©METI, ERSDAC HH, 2HV, VV
  • 33. Pd Ps Pv N Jhonggang River Estuary Taiwan 24.697N 120.656E Google earth optical image 2009/5/1 PASL1100905011424200907020004 ©METI, ERSDAC Jhonggang River Estuary Scattering power decomposition (Pd, Ps, Pv)
  • 34. Pd Ps Pv Scattering power decomposition Pd, Pv, Ps Pauli-basis Taiwan 24.200N 120.766E 2009/5/1 HH-VV, 2HV, HH+VV HV-basis PASL1100905011424200907020004 ©METI, ERSDAC HH, 2HV, VV
  • 35. Pd Ps Pv Scattering power decomposition Pd, Pv, Ps T33 Rotation Taiwan Pauli-basis 24.200N 120.766E HH-VV, 2HV, HH+VV 2009/5/1 HV-basis PASL1100905011424200907020004 ©METI, ERSDAC HH, 2HV, VV
  • 36. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 36 Pd Ps Pv JAXA-ALOS PALSAR T33 Rotation Japan eruption of Shin-Moedake 110119 Before eruption 2009 June After eruption 2011 March 2011 February Mount Kirishima: 31*54’42”N, 130*53’00”E
  • 37. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 37 ALOS-PALSAR Polarimetric Mode Philippines Ascending 13.501N 123.551E 2009/5/30 Data no. ALPSRP178330260 © METI, JAXA Yoshio Yamaguchi
  • 38. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 38 Mt. Mayon – The pearl of the Orient
  • 39. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 39 Pd Ps Pv Mt. Mayon Philippines 13.501N 123.551E 2009/5/30 N Google Earth optical image Data no. ALPSRP178330260 Mt. Mayon ©METI, JAXA Scattering power Decomposition Decomposed image (Ps, Pd, Pv) with rotation 2*12 window
  • 40. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 40 Pd Ps Pv Mt. Mayon Philippines 13.498N 123.561E 2010/1/15 N Google Earth optical image Data no. ALPSRP211880260 ©METI, JAXA Scattering power Decomposition Decomposed image (Ps, Pd, Pv) with rotation 2*12 window
  • 41. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 41 Pd Ps Pv Mt. Mayon Philippines 13.498N 123.568E 2010/4/17 N Google Earth optical image Data no. ALPSRP225300260-P1.1__A ©METI, JAXA Scattering power Decomposition Decomposed image (Ps, Pd, Pv) with rotation 2*12 window
  • 42. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 42 Philippines Pd Ps Pv Mt. Mayon 2009/5/30 2010/1/15 2010/4/17
  • 43. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 43 South-East Asia
  • 44. ALOS-PALSAR Polarimteric Mode Ascending 2007/3/10 Data no. ALPSRP059887030 ALPSRP059887040 Indonesia 2009/3/15 Data no. ALPSRP167247030 ALPSRP167247040 ©JAXA, METI Yoshio Yamaguchi WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 44 Java
  • 45. Pd Ps Pv Indonesia -7.942N 112.870E N 2007/3/10 Google earth optical image ALPSRP059887030-P1.1__A Volcanoes ©JAXA, METI Scattering power Decomposition WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 45 Bromo Semeru Decomposed image (Ps, Pd, Pv)
  • 46. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 46 Mount Semeru puffs steam behind a cloud of sulphur gas from Mount Bromo in the Tengger caldera on Java.
  • 47. Pd Ps Pv Scattering power decomposition Pd, Pv, Ps (80 up) 2007/3/10 Pauli-basis -7.942N 112.870E HH-VV, 2HV, HH+VV  (0-50 up) HV-basis Indonesia ALPSRP059887030-P1.1__A ©JAXA, METI HH, 2HV, VV (50 up) WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 47
  • 48. Pd Ps Pv Scattering power decomposition 2007/3/10 Pd, Pv, Ps (80 up) T33 Rotation Pauli-basis HH-VV, 2HV, HH+VV (80 up) HV-basis Indonesia -7.942N 112.870E ALPSRP059887030-P1.1__A ©JAXA, METI HH, 2HV, VV (50 up) WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 48
  • 49. Feb 26, 2005 Mw6.7 Kuala Lumpur Mar 28, 2005 Ms8.4 2004 Apr 10, 2005 Ms6.7 Singapore 1907 PADANG 1861 1935 2002 1797 Jakarta 1833 2000 Krakatau A flurry of ruptures have occurred since 2000 WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 49
  • 50. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 50 Krakatau 8/26/1883 Next major eruption within 20 years
  • 51. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 51 Indian Ocean Tsunamis: 1833 & 2004 Hannah Fairfield/The New York Times, Science Section, January 4, 2005
  • 52. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 52 Eyjafjallajökull Eyjafjallajökull Keflavik Aachen Iceland, Eyjafjallajökull Volcano
  • 53. Physical interpretation of rain cell signatures Partial backscattering at hydrometeors (precipitation volume) Attenuation of incident wave Received signals A Amplitude B z t B A Backscattered wave (attenuated) (B) Transmited wave Backscattered wave from hydrometeors (A) WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 53
  • 54. Azimuth Range Slant range reflectivity profile („A-scope“) for the rain cell cut from a very recent TerraSAR-X measurement Power [dB] WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 54
  • 55. Iceland, Eyjafjallajökull Volcano WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 55
  • 56. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 56
  • 58. Zoom up of epicenter part
  • 59. PALSAR FBS SAR interferometry for Christchurch earthquake of Feb. 22, 2011
  • 60. Zoom up of the Epicenter area
  • 61.
  • 62. TanDEM-X: Operational DEM Acquisition 15.12.2010 DT 6 DT 7
  • 63. TanDEM-X: Operational DEM Acquisition 15.12.2010 – DT 6 Spatial resolution: 3m Amplitude HH Coherence
  • 64. TanDEM-X: Operational DEM Acquisition 15.12.2010 – DT 6 Spatial resolution: 12m Height of Ambiguity 41 m
  • 65. TanDEM-X: Operational DEM Acquisition 15.12.2010 – High Resolution DT 7Coherence spatial resolution 1 m
  • 66. TanDEM-X: Operational DEM Acquisition 15.12.2010 – High Resolution DT 7DEM
  • 67. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 67
  • 68. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 68 Off-Tohoku M9 Seaquake & Tsunami 110311 Friday, March 11, 2011 at 05:46:23 UTC Friday, March 11, 2011 at 02:46:23 PM at epicenter Epicenter38.322°N, 142.369°E
  • 69. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 69
  • 70. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 70
  • 71. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 71
  • 72. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 72
  • 73. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 73 Ishinomaki harbor38*25’N, 141*18’E
  • 74. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 74 Off-Tohoku M9 Seaquake & Tsunami 110311
  • 75. NASA-JPL UAVSAR on Global Hawk WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 75
  • 76. GROB Super-High-Altitude UAV WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 76 Grob G520T Egret D-FSTN
  • 77. TandemSAR-X DLR Launch: 2010 June 21 WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 77
  • 78. TandemSAR-L (Destiny): JPL & DLR WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 78
  • 79. Recent Textbooks on Radar Polarimetry & Polarimetric Interferometry Mott, Boerner, Yamaguchi, Souyris, Jin, Jin-Xu, Pottier-Lee, Cloude, Jian Yang,Cumming-Wong vanZyl-Kim Addendum: Boerner, Literature Assessment WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 79
  • 80. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 80 Recent Books on Polarimetric Radar & SAR, Polarimetric Interferometry Harold MOTT, Remote Sensing with Polarimetric Radar, Wiley-IEEE Press, 1st ed., January 2007, pp309 , ISBN: 978-0470074763 {also see previous books by late Harold Mott, 1986 & 1992} Boerner, Wolfgang-Martin, Introduction to Synthetic Aperture Radar (SAR) Polarimetry, Wexford Press (reprinted without permission from W-M. Boerner (April 2007), Basics of SAR Polarimetry 1, In Radar Polarimetry and Interferometry (pp. 3.1- 3-40), Educational Notes RTO-EN-SET-081bis, Paper 3, Neuilly-sur-Seine, France RTO, available from: http://www.rto.nato.int/abstracts.asp Yamaguchi, Yoshio, Radar Polarimetry from Basics to Applications: Radar Remote Sensing using Polarimetric Information (in Japanese),IEICE Press, Dec. 2007, (soft cover), ISBN: 978-4-88552-227-7, http://www.ieicepress.com/ Masonnett Didier & Souyris Jean-Claude, Imaging with Synthetic Aperture Radar, EPFL/CRC-Press, Engineering Sciences/Electrical Engineering, Taylor & Francis Group, 2008,(hard-cover), ISBN 978-0-8493-8239-4; http://www.crcpress.com Ya-Qiu JIN & Feng XU, Theory and Approach for Polarimetric Scattering and Information Retrieval of SAR Remote Sensing (In Modern Chinese), Beijing: Science Press, 2008, (hard cover), ISBN978-7-03-022649-5; http://www.sciencep.com Lee Jong-Sen & Pottier, Eric, Polarimetric Radar Imaging – from basics to applications, CRC Press – Taylor & Francis Group, January 2009, ISBN 978-1-4200-5497-2 (hard-cover), TK6580.L424.2009, 621.3848- -dc22; http://www.crcpress.com {Chinese version to be published by 2009 October} Cloude, Shane Robert, Polarisation: Applications in Remote Sensing,Oxford University Press, UK & EU, August 2009, ISBN 978 -0-19-9569731-1 (352p, 260 line-ill: hard-copy), http://www.oup.com.contact/ vanZyl Jakob-Johannes & Kim Yun-Jin, Introduction to SAR Polarimetry – in progress and to be completed by 2009 December: To be published with the JPL Series, John Wiley. Cumming, I. G. and F. W. Wong, “Digital Processing of Synthetic Aperture Radar Data”. Artech House, 653-pages, January 2005. (Published in Chinese, October 2007).
  • 81. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 81 Contents List 1. SAR Imaging Basics Basic Principles of Radar Imaging Radar Resolution Radar Equation Real Aperture Radar Synthetic Aperture Radar Radar Image Artifacts and Noise Summary References 2. Basic Principles of SAR Polarimetry Polarization of Electromagnetic Waves Mathematical Representations of Scatterers Implementation of a Radar Polarimeter Polarization Response Optimum Polarizations Contrast Enhancement Summary References 3. Advanced Polarimetric Concepts Vector-Matrix Duality of Scatterer Representation Eigenvalue and Eigenvector-Based Polarimetric Parameters Decomposition of Polarimetric Scattering Summary References 4. Polarimetric SAR Calibration Polarimetric Radar System Model Cross-Talk Estimation and Removal Co-Polarized Channel Imbalance Calibration Absolute Radiometric Calibration References 5. Applications: Measurement of Surface Soil Moisture Surface Electrical and Geometrical Properties Scattering from Bare Rough Surfaces Example: Bare Surface SoilMoisture Inversion Models Comparison of the Performance of Bare Surface Inversion Models Parameterizing Scattering Models Inverting the IEM Model Scattering from Vegetated Terrain Simulation Results Time Series Estimation of Soil Moisture Summary References To appear in 2011 October John Wiley & Sons, Inc. ISBN: 978-1118-11511-4
  • 82. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 82 “Natural hazards are inevitable! Natural disasters are not & how can we reduce aftereffects?” Major Paradigm for Remote Sensing from Air and Space of the Terrestrial Covers: Accomplished with fully Polarimetric POLinSAR Sensors at all pertinent frequency bands:
  • 83. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 83 ACQUISITION OF NEW BANDS FOR PASSIVE & ACTIVE SENSING “The Remote Sensing Pathologists and Radiologists of Earth and Planetary Covers”
  • 84. WIDEBAND INTERFEROMETRIC SENSING AND IMAGING POLARIMETRY 84 FOUNDATIONS AND RELEVANCE OF MODERN EARTH REMOTE SENSING & ITS APPLICATIONS BY IMPLEMENTING SPACE-BORNE POL-IN-SAR Conclusions: The Electromagnetic Vector-Wave Spectrum: A Natural Global Treasure Terrestrial Remote Sensing with POLinSAR for The Diagnostics of the Health of the Earth