A Bayesian Network for Flood Detection Combining SAR Imagery and Ancillary Data
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Alberto Refice | Domenico Capolongo | Annarita D'Addabbo | Salvatore Manfreda | Guido Pasquariello | Francesco P. Lovergine | G. Pasquariello | D. Capolongo | S. Manfreda | A. D’Addabbo | F. Lovergine | A. Refice
[1] Paul D. Bates,et al. Near Real-Time Flood Detection in Urban and Rural Areas Using High-Resolution Synthetic Aperture Radar Images , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[2] R. Colombo,et al. Integration of remote sensing data and GIS for accurate mapping of flooded areas , 2002 .
[3] Daniel Straub,et al. Probabilistic Graphical Models for Flood State Detection of Roads Combining Imagery and DEM , 2012, IEEE Geoscience and Remote Sensing Letters.
[4] Gabriele Moser,et al. Information Extraction From Remote Sensing Images for Flood Monitoring and Damage Evaluation , 2012, Proceedings of the IEEE.
[5] Adrienne Grêt-Regamey,et al. Spatially explicit avalanche risk assessment linking Bayesian networks to a GIS , 2006 .
[6] Patrick Matgen,et al. Towards an automated SAR-based flood monitoring system: Lessons learned from two case studies , 2011 .
[7] A. Coletta,et al. COSMO-SkyMed an existing opportunity for observing the Earth , 2010 .
[8] Howard A. Zebker,et al. Decorrelation in interferometric radar echoes , 1992, IEEE Trans. Geosci. Remote. Sens..
[9] Alberto Refice,et al. SAR and InSAR for Flood Monitoring: Examples With COSMO-SkyMed Data , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[10] Belur V. Dasarathy,et al. Information Fusion - what, where, why, when, and how? Editorial , 2001, Inf. Fusion.
[11] David Barber,et al. Bayesian reasoning and machine learning , 2012 .
[12] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[13] Domenico Capolongo,et al. Late Pleistocene-Holocene landscape evolution in Fossa Bradanica, Basilicata (southern Italy) , 2008 .
[14] Alberto Refice,et al. Impact of DEM-Assisted Coregistration on High-Resolution SAR Interferometry , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[15] Frank S. Marzano,et al. Discrimination of Water Surfaces, Heavy Rainfall, and Wet Snow Using COSMO-SkyMed Observations of Severe Weather Events , 2014, IEEE Transactions on Geoscience and Remote Sensing.
[16] Giorgio Boni,et al. Flood Damage Assessment Through Multitemporal COSMO-SkyMed Data and Hydrodynamic Models: The Albania 2010 Case Study , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
[17] Joong-Sun Won,et al. Multi-temporal monitoring of wetland water levels in the Florida Everglades using interferometric synthetic aperture radar (InSAR) , 2010 .
[18] Salvatore Manfreda,et al. Flood-Prone Areas Assessment Using Linear Binary Classifiers based on Morphological Indices , 2014 .
[19] Sandro Martinis,et al. Towards operational near real-time flood detection using a split-based automatic thresholding procedure on high resolution TerraSAR-X data , 2009 .
[20] Ridha Touzi,et al. Statistics of the Stokes parameters and of the complex coherence parameters in one-look and multilook speckle fields , 1996, IEEE Trans. Geosci. Remote. Sens..
[21] Daniel Straub,et al. A Bayesian network approach to assessing wildfire consequences , 2014 .
[22] Salvatore Manfreda,et al. Peak runoff contributing area as hydrological signature of the probability distribution of floods , 2007 .
[23] Daniel Straub,et al. Natural hazards risk assessment using Bayesian networks , 2005 .
[24] Domenico Capolongo,et al. Changes in daily precipitation extremes in the Mediterranean from 1951 to 2010: the Basilicata region, southern Italy , 2013 .
[25] R. Hanssen,et al. Radar Interferometry with Public Domain Tools , 2004 .
[26] Patrick Matgen,et al. Integration of SAR-derived river inundation areas, high-precision topographic data and a river flow model toward near real-time flood management , 2007, Int. J. Appl. Earth Obs. Geoinformation.
[27] P. Bates,et al. Progress in integration of remote sensing–derived flood extent and stage data and hydraulic models , 2009 .
[28] Jianwen Ma,et al. Remote sensing data change detection based on the CI test of Bayesian networks , 2006, Comput. Geosci..
[29] Yong Wang,et al. An efficient method for mapping flood extent in a coastal floodplain using Landsat TM and DEM data , 2002 .
[30] Paul D. Bates,et al. Flood Detection in Urban Areas Using TerraSAR-X , 2010, IEEE Transactions on Geoscience and Remote Sensing.
[31] Nazzareno Pierdicca,et al. Flood monitoring using multi-temporal COSMO-SkyMed data: Image segmentation and signature interpretation , 2011 .
[32] Jakob J. van Zyl,et al. Change detection techniques for ERS-1 SAR data , 1993, IEEE Trans. Geosci. Remote. Sens..
[33] Giorgio Boni,et al. Flood mapping by SAR: Possible approaches to mitigate errors due to ambiguous radar signatures , 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.
[34] Alberto Refice,et al. Inundation monitoring through high-resolution SAR/InSAR data and 2D hydraulic simulations , 2013 .
[35] Silvana G. Dellepiane,et al. A New Method for Cross-Normalization and Multitemporal Visualization of SAR Images for the Detection of Flooded Areas , 2012, IEEE Transactions on Geoscience and Remote Sensing.
[36] Salvatore Manfreda,et al. Flood-prone areas assessment using linear binary classifiers based on flood maps obtained from 1D and 2D hydraulic models , 2015, Natural Hazards.
[37] Silvana G. Dellepiane,et al. SAR images and interferometric coherence for flood monitoring , 2000, IGARSS 2000. IEEE 2000 International Geoscience and Remote Sensing Symposium. Taking the Pulse of the Planet: The Role of Remote Sensing in Managing the Environment. Proceedings (Cat. No.00CH37120).
[38] David C. Mason,et al. etection of flooded urban areas in high resolution Synthetic perture Radar images using double scattering , 2013 .
[39] Nir Friedman,et al. Probabilistic Graphical Models - Principles and Techniques , 2009 .
[40] Jong-Sen Lee,et al. Intensity and phase statistics of multilook polarimetric and interferometric SAR imagery , 1994, IEEE Trans. Geosci. Remote. Sens..
[41] Xixi Lu,et al. Application of Remote Sensing in Flood Management with Special Reference to Monsoon Asia: A Review , 2004 .
[42] Florence Tupin,et al. NL-InSAR: Nonlocal Interferogram Estimation , 2011, IEEE Transactions on Geoscience and Remote Sensing.
[43] Laura Candela,et al. Observing floods from space: Experience gained from COSMO-SkyMed observations , 2013 .
[44] Alberto Refice,et al. Comparison of SAR amplitude vs. coherence flood detection methods - a GIS application , 2000 .
[45] Frank Scherbaum,et al. Bayesian network learning for natural hazard analyses , 2014 .