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Significant progress has been made in the last few years that has expanded the knowledge of landslide processes. It is, therefore, necessary to summarize, share and disseminate the latest knowledge and expertise. This Special Issue brings together novel research focused on landslide monitoring, modelling and data analysis.
Research & information: general --- Earth sciences, geography, environment, planning --- landslide susceptibility assessment --- geographically weighted regression --- spatial non-stationary --- spatial proximity --- slope unit --- multitemporal DEM --- control factors --- susceptibility assessment --- LRM --- historical landslide events --- unsaturated soil --- capillary barrier --- multi-layer slope --- slope failure --- coastal landslides --- mass rock creep --- coastal cliffs --- land surface analysis --- data analysis --- Conero promontory --- slow-moving landslide --- landslide monitoring --- time-series analysis --- San Andrés Landslide --- El Hierro --- Canary Islands --- large-scale landslide model experiment --- soil–water characteristic curve --- Bayesian updating --- Markov chain Monte Carlo --- artificial neural networks --- object-based image analysis --- Sentinel-1 --- Sentinel-2 --- digital elevation model --- InSAR --- landslide --- landslide-dammed lake --- river --- Iceland --- rockfill --- ground-based interferometric synthetic aperture radar --- construction --- cross-sectional area of equal displacement body --- landslide warning method --- data mining --- landslide detection --- landslide inventory --- Typhoon Morakot --- Global Positioning System (GPS) --- disaster prevention monitoring --- disaster mitigation --- monitoring --- landslides --- photogrammetry --- global positioning system --- in-hole wire extensometer --- DInSAR --- GBSAR --- landslide susceptibility --- ranking --- cross validation --- prediction model --- prediction pattern --- target pattern --- uncertainty pattern --- airborne electromagnetics --- physical-based modeling --- tropical volcanic environment --- La Martinique --- modelling --- susceptibility
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Because of its ability to sense the Earth’s surface at night and during the day, under any weather condition, Synthetic Aperture Radar (SAR) has become a well-established and powerful remote sensing technology that is used worldwide for numerous applications. This book compiles 19 research works that investigate different aspects of SAR processing, SAR image analysis, and SAR applications. The contributions cover topics related to multi-angle/wide-angle SAR imaging; Doppler parameter estimation; data-driven focusing; Inverse SAR (ISAR) applied to pulsar signal modeling and detection; ground-based SAR; near-field interferometric ISAR; the interaction between SAR signals and the Infosphere; SAR interferometry for ground displacement monitoring, feature extraction, and change detection; and SAR-based sea applications. The selected studies represent real examples of the abundant research ongoing in the field of SAR processing and applications, and they further demonstrate that SAR imaging still presents considerable opportunities for future investigation.
joint sparse reconstruction --- interferometric inverse synthetic aperture radar --- compressed sensing --- near-field 3-D imaging --- wide angle --- synthetic aperture radar (SAR) --- convolutional neural networks (CNNs) --- deep learning (DL) --- ship classification --- Doppler parameter estimation and compensation (DPEC) --- extended multiple aperture mapdrift (EMAM) --- very-high-squint airborne SAR imaging --- spatial variance --- the derivative of the Doppler rate --- GB-SAR --- MIMO radar --- radar imaging --- CSAR --- anisotropy --- aspect entropy --- discrimination --- wide angle SAR --- LS-CS-Residual --- aspect dependent --- polarimetric synthetic aperture radar --- total electron content --- ionospheric electron density distribution --- land subsidence --- Radarsat-2 images --- small baseline subset (SBAS) method --- interferometric synthetic aperture radar (InSAR) --- inverse synthetic aperture radar (ISAR) --- moving ship --- refocusing --- fast minimum entropy --- oceanic eddies --- shear-wave-generated eddies --- burgers-Rott vortex model --- SAR image simulation --- SAR system --- efficient focusing of SAR data --- inverse problem --- remote sensing --- SAR data-focusing --- synthetic aperture radar --- Singular Value Decomposition --- blind deconvolution --- signal processing --- parameter estimation --- computational modeling --- SAR imaging --- multi-angle SAR --- improved RMA --- SAR image fusion --- wide-area surveillance --- super-resolution --- Doppler beam sharpening --- ionosphere --- P-band --- reverse back-projection (ReBP) --- sliding spotlight --- scintillation --- SAR --- 2CMV --- change detection --- optical flow --- k-means --- K-SVD --- multi-pass squinted (MPS) --- azimuth sidelobes suppression --- ground-based synthetic aperture radar (GBSAR) --- arc-scanning synthetic aperture radar (ArcSAR) --- interferometric ArcSAR --- DEM assisted SAR imaging --- deformation model --- time series deformation --- rheological parameter --- highway --- passive ISAR asteroid imaging --- pulsar emission signal modeling --- multi-angle/wide angle SAR --- inverse SAR --- ground-based SAR --- ionospheric effects --- SAR interferometry --- SAR image analysis --- SAR image change detection --- SAR sea applications
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Because of its ability to sense the Earth’s surface at night and during the day, under any weather condition, Synthetic Aperture Radar (SAR) has become a well-established and powerful remote sensing technology that is used worldwide for numerous applications. This book compiles 19 research works that investigate different aspects of SAR processing, SAR image analysis, and SAR applications. The contributions cover topics related to multi-angle/wide-angle SAR imaging; Doppler parameter estimation; data-driven focusing; Inverse SAR (ISAR) applied to pulsar signal modeling and detection; ground-based SAR; near-field interferometric ISAR; the interaction between SAR signals and the Infosphere; SAR interferometry for ground displacement monitoring, feature extraction, and change detection; and SAR-based sea applications. The selected studies represent real examples of the abundant research ongoing in the field of SAR processing and applications, and they further demonstrate that SAR imaging still presents considerable opportunities for future investigation.
Research & information: general --- joint sparse reconstruction --- interferometric inverse synthetic aperture radar --- compressed sensing --- near-field 3-D imaging --- wide angle --- synthetic aperture radar (SAR) --- convolutional neural networks (CNNs) --- deep learning (DL) --- ship classification --- Doppler parameter estimation and compensation (DPEC) --- extended multiple aperture mapdrift (EMAM) --- very-high-squint airborne SAR imaging --- spatial variance --- the derivative of the Doppler rate --- GB-SAR --- MIMO radar --- radar imaging --- CSAR --- anisotropy --- aspect entropy --- discrimination --- wide angle SAR --- LS-CS-Residual --- aspect dependent --- polarimetric synthetic aperture radar --- total electron content --- ionospheric electron density distribution --- land subsidence --- Radarsat-2 images --- small baseline subset (SBAS) method --- interferometric synthetic aperture radar (InSAR) --- inverse synthetic aperture radar (ISAR) --- moving ship --- refocusing --- fast minimum entropy --- oceanic eddies --- shear-wave-generated eddies --- burgers-Rott vortex model --- SAR image simulation --- SAR system --- efficient focusing of SAR data --- inverse problem --- remote sensing --- SAR data-focusing --- synthetic aperture radar --- Singular Value Decomposition --- blind deconvolution --- signal processing --- parameter estimation --- computational modeling --- SAR imaging --- multi-angle SAR --- improved RMA --- SAR image fusion --- wide-area surveillance --- super-resolution --- Doppler beam sharpening --- ionosphere --- P-band --- reverse back-projection (ReBP) --- sliding spotlight --- scintillation --- SAR --- 2CMV --- change detection --- optical flow --- k-means --- K-SVD --- multi-pass squinted (MPS) --- azimuth sidelobes suppression --- ground-based synthetic aperture radar (GBSAR) --- arc-scanning synthetic aperture radar (ArcSAR) --- interferometric ArcSAR --- DEM assisted SAR imaging --- deformation model --- time series deformation --- rheological parameter --- highway --- passive ISAR asteroid imaging --- pulsar emission signal modeling --- multi-angle/wide angle SAR --- inverse SAR --- ground-based SAR --- ionospheric effects --- SAR interferometry --- SAR image analysis --- SAR image change detection --- SAR sea applications --- joint sparse reconstruction --- interferometric inverse synthetic aperture radar --- compressed sensing --- near-field 3-D imaging --- wide angle --- synthetic aperture radar (SAR) --- convolutional neural networks (CNNs) --- deep learning (DL) --- ship classification --- Doppler parameter estimation and compensation (DPEC) --- extended multiple aperture mapdrift (EMAM) --- very-high-squint airborne SAR imaging --- spatial variance --- the derivative of the Doppler rate --- GB-SAR --- MIMO radar --- radar imaging --- CSAR --- anisotropy --- aspect entropy --- discrimination --- wide angle SAR --- LS-CS-Residual --- aspect dependent --- polarimetric synthetic aperture radar --- total electron content --- ionospheric electron density distribution --- land subsidence --- Radarsat-2 images --- small baseline subset (SBAS) method --- interferometric synthetic aperture radar (InSAR) --- inverse synthetic aperture radar (ISAR) --- moving ship --- refocusing --- fast minimum entropy --- oceanic eddies --- shear-wave-generated eddies --- burgers-Rott vortex model --- SAR image simulation --- SAR system --- efficient focusing of SAR data --- inverse problem --- remote sensing --- SAR data-focusing --- synthetic aperture radar --- Singular Value Decomposition --- blind deconvolution --- signal processing --- parameter estimation --- computational modeling --- SAR imaging --- multi-angle SAR --- improved RMA --- SAR image fusion --- wide-area surveillance --- super-resolution --- Doppler beam sharpening --- ionosphere --- P-band --- reverse back-projection (ReBP) --- sliding spotlight --- scintillation --- SAR --- 2CMV --- change detection --- optical flow --- k-means --- K-SVD --- multi-pass squinted (MPS) --- azimuth sidelobes suppression --- ground-based synthetic aperture radar (GBSAR) --- arc-scanning synthetic aperture radar (ArcSAR) --- interferometric ArcSAR --- DEM assisted SAR imaging --- deformation model --- time series deformation --- rheological parameter --- highway --- passive ISAR asteroid imaging --- pulsar emission signal modeling --- multi-angle/wide angle SAR --- inverse SAR --- ground-based SAR --- ionospheric effects --- SAR interferometry --- SAR image analysis --- SAR image change detection --- SAR sea applications
Choose an application
Because of its ability to sense the Earth’s surface at night and during the day, under any weather condition, Synthetic Aperture Radar (SAR) has become a well-established and powerful remote sensing technology that is used worldwide for numerous applications. This book compiles 19 research works that investigate different aspects of SAR processing, SAR image analysis, and SAR applications. The contributions cover topics related to multi-angle/wide-angle SAR imaging; Doppler parameter estimation; data-driven focusing; Inverse SAR (ISAR) applied to pulsar signal modeling and detection; ground-based SAR; near-field interferometric ISAR; the interaction between SAR signals and the Infosphere; SAR interferometry for ground displacement monitoring, feature extraction, and change detection; and SAR-based sea applications. The selected studies represent real examples of the abundant research ongoing in the field of SAR processing and applications, and they further demonstrate that SAR imaging still presents considerable opportunities for future investigation.
Research & information: general --- joint sparse reconstruction --- interferometric inverse synthetic aperture radar --- compressed sensing --- near-field 3-D imaging --- wide angle --- synthetic aperture radar (SAR) --- convolutional neural networks (CNNs) --- deep learning (DL) --- ship classification --- Doppler parameter estimation and compensation (DPEC) --- extended multiple aperture mapdrift (EMAM) --- very-high-squint airborne SAR imaging --- spatial variance --- the derivative of the Doppler rate --- GB-SAR --- MIMO radar --- radar imaging --- CSAR --- anisotropy --- aspect entropy --- discrimination --- wide angle SAR --- LS-CS-Residual --- aspect dependent --- polarimetric synthetic aperture radar --- total electron content --- ionospheric electron density distribution --- land subsidence --- Radarsat-2 images --- small baseline subset (SBAS) method --- interferometric synthetic aperture radar (InSAR) --- inverse synthetic aperture radar (ISAR) --- moving ship --- refocusing --- fast minimum entropy --- oceanic eddies --- shear-wave-generated eddies --- burgers-Rott vortex model --- SAR image simulation --- SAR system --- efficient focusing of SAR data --- inverse problem --- remote sensing --- SAR data-focusing --- synthetic aperture radar --- Singular Value Decomposition --- blind deconvolution --- signal processing --- parameter estimation --- computational modeling --- SAR imaging --- multi-angle SAR --- improved RMA --- SAR image fusion --- wide-area surveillance --- super-resolution --- Doppler beam sharpening --- ionosphere --- P-band --- reverse back-projection (ReBP) --- sliding spotlight --- scintillation --- SAR --- 2CMV --- change detection --- optical flow --- k-means --- K-SVD --- multi-pass squinted (MPS) --- azimuth sidelobes suppression --- ground-based synthetic aperture radar (GBSAR) --- arc-scanning synthetic aperture radar (ArcSAR) --- interferometric ArcSAR --- DEM assisted SAR imaging --- deformation model --- time series deformation --- rheological parameter --- highway --- passive ISAR asteroid imaging --- pulsar emission signal modeling --- multi-angle/wide angle SAR --- inverse SAR --- ground-based SAR --- ionospheric effects --- SAR interferometry --- SAR image analysis --- SAR image change detection --- SAR sea applications
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