Assessment of underlying topography and forest height inversion based on TomoSAR methods

References

• Aghababaei, H. 2020. “On the Assessment of Non-Local Multi-Looking in Detection of Persistent Scatterers Using SAR Tomography.” Remote Sensing 12 (19): 3195. doi:10.3390/rs12193195.
   Web of Science ®Google Scholar
• Aghababaei, H., G. Ferraioli, L. Ferro-Famil, Y. Huang, M. Mariotti D’-Alessandro, V. Pascazio, G. Schirinzi, and Tebaldini, S. 2020. “Forest SAR Tomography: Principles and Applications.” IEEE Geoscience and Remote Sensing Magazine 8 (2): 30–45. doi:10.1109/MGRS.2019.2963093.
   Web of Science ®Google Scholar
• Aguilera, E., M. Nannini, and A. Reigber. 2012. “A Data-Adaptive Compressed Sensing Approach to Polarimetric SAR Tomography of Forested Areas.” IEEE Geoscience and Remote Sensing Letters 10 (3): 543–547. doi:10.1109/LGRS.2012.2212693.
   Web of Science ®Google Scholar
• Aguilera, E., M. Nannini, and A. Reigber. 2013. “Wavelet-Based Compressed Sensing for SAR Tomography of Forested Areas.” IEEE Transactions on Geoscience and Remote Sensing 51 (12): 5283–5295. doi:10.1109/TGRS.2012.2231081.
   Web of Science ®Google Scholar
• Arii, M., J.J. Van Zyl, and Y.J. Kim. 2010. “Adaptive Model-Based Decomposition of Polarimetric SAR Covariance Matrices.” IEEE Transactions on Geoscience and Remote Sensing 49 (3): 1104–1113. doi:10.1109/TGRS.2010.2076285.
   Web of Science ®Google Scholar
• Bohn, F.J., and A. Huth. 2017. “The Importance of Forest Structure to Biodiversity–productivity Relationships.” Royal Society Open Science 4 (1): 160521. doi:10.1098/rsos.160521.
   PubMed Web of Science ®Google Scholar
• Budillon, A., A. Evangelista, and G. Schirinzi. 2010. “Three-Dimensional SAR Focusing from Multipass Signals Using Compressive Sampling.” IEEE Transactions on Geoscience and Remote Sensing 49 (1): 488–499. doi:10.1109/TGRS.2010.2054099.
   Web of Science ®Google Scholar
• Cazcarra-Bes, V., M. Pardini, M. Tello, and K.P. Papathanassiou. 2019. “Comparison of Tomographic SAR Reflectivity Reconstruction Algorithms for Forest Applications at L-Band.” IEEE Transactions on Geoscience and Remote Sensing 58 (1): 147–164. doi:10.1109/TGRS.2019.2934347.
   Web of Science ®Google Scholar
• Cheng, X.G., N. Pinto, and J.Y. Gong. 2012. “Terrain Radiometric Calibration of Airborne UAVSAR for Forested Area.” Geo-Spatial Information Science 15 (4): 229–240. doi:10.1080/10095020.2012.745050.
   Google Scholar
• Cloude, S.R., and K.P. Papathanassiou. 2003. “Three-Stage Inversion Process for Polarimetric SAR Interferometry.” IEE Proceedings-Radar, Sonar and Navigation 150 (3): 125–134. doi:10.1049/ip-rsn:20030449.
   Google Scholar
• D’-Alessandro, M.M., and S. Tebaldini. 2019. “Digital Terrain Model Retrieval in Tropical Forests Through P-Band SAR Tomography.” IEEE Transactions on Geoscience and Remote Sensing 57 (9): 6774–6781. doi:10.1109/TGRS.2019.2908517.
   Web of Science ®Google Scholar
• D’-Hondt, O., C. Lopez-Martinez, S. Guillaso, and O. Hellwich. 2017. “Nonlocal Filtering Applied to 3-D Reconstruction of Tomographic SAR Data.” IEEE Transactions on Geoscience and Remote Sensing 56 (1): 272–285. doi:10.1109/TGRS.2017.2746420.
   Web of Science ®Google Scholar
• Del Campo, G.M., M. Nannini, and A. Reigber. 2018. “Towards Feature Enhanced SAR Tomography: A Maximum-Likelihood Inspired Approach.” IEEE Geoscience and Remote Sensing Letters 15 (11): 1730–1734 doi:10.1109/LGRS.2018.2858571.
   Web of Science ®Google Scholar
• Del Campo, G.M., M. Nannini, and A. Reigber. 2020. “Statistical Regularization for Enhanced TomoSar Imaging.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 13: 1567–1589. doi:10.1109/JSTARS.2020.2970595
   Web of Science ®Google Scholar
• Deledalle, C.A., L. Denis, F. Tupin, A. Reigber, and M. Jäger. 2014. “NL-SAR: A Unified Nonlocal Framework for Resolution-Preserving (Pol)(in)sar Denoising.” IEEE Transactions on Geoscience and Remote Sensing 53 (4): 2021–2038. doi:10.1109/TGRS.2014.2352555.
   Web of Science ®Google Scholar
• Fornaro, G., F. Lombardini, and F. Serafino. 2005. “Three-Dimensional Multipass SAR Focusing: Experiments with Long-Term Spaceborne Data.” IEEE Transactions on Geoscience and Remote Sensing 43 (4): 702–714. doi:10.1109/TGRS.2005.843567.
   Web of Science ®Google Scholar
• Freeman, A. 2007. “Fitting a Two-Component Scattering Model to Polarimetric SAR Data from Forests.” IEEE Transactions on Geoscience and Remote Sensing 45 (8): 2583–2592. doi:10.1109/TGRS.2007.897929.
   Web of Science ®Google Scholar
• Huang, Y., L. Ferro-Famil, and A. Reigber. 2011. “Under-Foliage Object Imaging Using SAR Tomography and Polarimetric Spectral Estimators.” IEEE Transactions on Geoscience and Remote Sensing 50 (6): 2213–2225. doi:10.1109/TGRS.2011.2171494.
   Web of Science ®Google Scholar
• Kugler, F., S.K. Lee, I. Hajnsek, and K.P. Papathanassiou. 2015. “Forest Height Estimation by Means of Pol-InSar Data Inversion: The Role of the Vertical Wavenumber.” IEEE Transactions on Geoscience and Remote Sensing 53 (10): 5294–5311. doi:10.1109/TGRS.2015.2420996.
   Web of Science ®Google Scholar
• Lee, J.S., and E. Pottier. 2017. Polarimetric Radar Imaging: From Basics to Applications. Boca Raton: CRC press.
   Google Scholar
• Li, X.W., L. Liang, H.D. Guo, and Y. Huang. 2015. “Compressive Sensing for Multibaseline Polarimetric SAR Tomography of Forested Areas.” IEEE Transactions on Geoscience and Remote Sensing 54 (1): 153–166. doi:10.1109/TGRS.2015.2451992.
   Web of Science ®Google Scholar
• Mitchard, E.T.A. 2018. “The Tropical Forest Carbon Cycle and Climate Change.” Nature 559 (7715): 527–534. doi:10.1038/s41586-018-0300-2.
   PubMed Web of Science ®Google Scholar
• Neumann, M., L. Ferro-Famil, and A. Reigber. 2008. “Multibaseline Polarimetric SAR Interferometry Coherence Optimization.” IEEE Geoscience and Remote Sensing Letters 5 (1): 93–97. doi:10.1109/LGRS.2007.908885.
   Web of Science ®Google Scholar
• Papathanassiou, K.P., and S.R. Cloude. 2001. “Single-Baseline Polarimetric SAR Interferometry.” IEEE Transactions on Geoscience and Remote Sensing 39 (11): 2352–2363. doi:10.1109/36.964971.
   Web of Science ®Google Scholar
• Pardini, M., M. Tello, V. Cazcarra-Bes, K.P. Papathanassiou, and I. Hajnsek. 2018. “L-And P-Band 3-D SAR Reflectivity Profiles versus Lidar Waveforms: The AfriSar Case.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11 (10): 3386–3401. doi:10.1109/JSTARS.2018.2847033.
   Web of Science ®Google Scholar
• Peng, X., X.W. Li, C.C. Wang, H.Q. Fu, and Y.N. Du. 2018. “A Maximum Likelihood Based Nonparametric Iterative Adaptive Method of Synthetic Aperture Radar Tomography and Its Application for Estimating Underlying Topography and Forest Height.” Sensors 18 (8): 2459. doi:10.3390/s18082459.
   PubMed Web of Science ®Google Scholar
• Ramli, M.F., and K.N. Tahar. 2020. “Homogeneous Tree Height Derivation from Tree Crown Delineation Using Seeded Region Growing (SRG) Segmentation.” Geo-Spatial Information Science 23 (3): 195–208. doi:10.1080/10095020.2020.1805366.
   Web of Science ®Google Scholar
• Reigber, A., and A. Moreira. 2000. “First Demonstration of Airborne SAR Tomography Using Multibaseline L-Band Data.” IEEE Transactions on Geoscience and Remote Sensing 38 (5): 2142–2152. doi:10.1109/36.868873.
   Web of Science ®Google Scholar
• Roberts, W., P. Stoica, J. Li, T. Yardibi, and F.A. Sadjadi. 2010. “Iterative Adaptive Approaches to MIMO Radar Imaging.” IEEE Journal of Selected Topics in Signal Processing 4 (1): 5–20. doi:10.1109/JSTSP.2009.2038964.
   Web of Science ®Google Scholar
• Schmidt, R., and R.O. Schmidt. 1986. “Multiple Emitter Location and Signal Parameter Estimation.” IEEE Transactions on Antennas and Propagation 34 (3): 276–280. doi:10.1109/TAP.1986.1143830.
   Web of Science ®Google Scholar
• Spies, T.A. 1998. “Forest Structure: A Key to the Ecosystem.” Northwest Science 72: 34–39.
   Web of Science ®Google Scholar
• Stoica, P., J. Li, and X. Tan. 2009. “Spatial Power Spectrum Estimation Using the Pisarenko Framework.” IEEE Transactions on Signal Processing 56 (10): 5109–5119. doi:10.1109/TSP.2008.928935.
   Web of Science ®Google Scholar
• Stoica, P., P. Babu, and J. Li. 2010. “SPICE: A Sparse Covariance-Based Estimation Method for Array Processing.” IEEE Transactions on Signal Processing 59 (2): 629–638. doi:10.1109/TSP.2010.2090525.
   Web of Science ®Google Scholar
• Tebaldini, S. 2009. “Algebraic Synthesis of Forest Scenarios from Multibaseline PolInsar Data.” IEEE Transactions on Geoscience and Remote Sensing 47 (12): 4132–4142. doi:10.1109/TGRS.2009.2023785.
   Web of Science ®Google Scholar
• Tebaldini, S., and A.M. Guarnieri. 2010. “On the Role of Phase Stability in SAR Multibaseline Applications.” IEEE Transactions on Geoscience and Remote Sensing 48 (7): 2953–2966. doi:10.1109/TGRS.2010.2043738.
   Web of Science ®Google Scholar
• Tebaldini, S., and F. Rocca. 2012. “Multibaseline Polarimetric SAR Tomography of a Boreal Forest at P- and L-Bands.” IEEE Transactions on Geoscience and Remote Sensing 50 (1): 232–246. doi:10.1109/TGRS.2011.2159614.
   Web of Science ®Google Scholar
• Treuhaft, R.N., M. Moghaddam, and J.J. van Zyl. 1996. “Vegetation Characteristics and Underlying Topography from Interferometric Radar.” Radio Science 31 (6): 1449–1485. doi:10.1029/96RS01763.
   Web of Science ®Google Scholar
• Viberg, M. 1990. “Subspace Fitting Concepts in Sensor Array Processing.” Signal Processing 19 (4): 345. doi:10.1016/0165-1684(90)90165-U.
   Google Scholar
• Wu, C.J., C.C. Wang, P. Shen, J.J. Zhu, H.Q. Fu, and H. Gao. 2019. “Forest Height Estimation Using PolInsar Optimal Normal Matrix Constraint and Cross-Iteration Method.” IEEE Geoscience and Remote Sensing Letters 16 (8): 1245–1249. doi:10.1109/LGRS.2019.2895869.
   Web of Science ®Google Scholar
• Yardibi, T., L. Jian, P. Stoica, X. Ming, and A.B. Baggeroer. 2010. “Source Localization and Sensing: A Nonparametric Iterative Adaptive Approach Based on Weighted Least Squares.” IEEE Transactions on Aerospace and Electronic Systems 46 (1): 425–443. doi:10.1109/TAES.2010.5417172.
   Web of Science ®Google Scholar
• Yu, Y.H., M.M. D’-Alessandro, S. Tebaldini, and M.S.L. And. 2020. “Signal Processing Options for High Resolution SAR Tomography of Natural Scenarios.” Remote Sensing 12 (10): 1638. doi:10.3390/rs12101638.
   Web of Science ®Google Scholar
• Zhang, G., S. Ganguly, R.R. Nemani, M.A. White, C. Milesi, H. Hashimoto, W. Wang, Saatchi, S., Yu, Y., and Myneni, R.B. 2014. ”Estimation of Forest Aboveground Biomass in California Using Canopy Height and Leaf Area Index Estimated from Satellite Data”. Remote Sensing of Environment 151: 44–56. doi:10.1016/j.rse.2014.01.025.
   Web of Science ®Google Scholar
• Zhu, X.X., and R. Bamler. 2010. “Tomographic SAR Inversion by L1 Norm Regularization – the Compressive Sensing Approach.” IEEE Transactions on Geoscience and Remote Sensing 48 (10): 3839–3846. doi:10.1109/TGRS.2010.2048117.
   Web of Science ®Google Scholar