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Articles

Forest aboveground biomass estimation using polarization coherence tomography and PolSAR segmentation

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Pages 530-550 | Received 02 Mar 2013, Accepted 11 Nov 2014, Published online: 19 Jan 2015

References

  • Aas, G., and A. Riedmiller. 1987. Bäume. München: Gräfe/Unzer.
  • Albinet, C., P. Borderies, A. Hamadi, P. Dubois-Fernandez, T. Koleck, and S. Angelliaume. 2014. “High-Resolution Vertical Polarimetric Imaging of Pine Forests.” Radio Science 49: 231–241. doi:10.1002/2013RS005192.
  • Anderson, G. L., J. D. Hanson, and R. H. Haas. 1993. “Evaluating Landsat Thematic Mapper Derived Vegetation Indices for Estimating Above-Ground Biomass on Semiarid Rangelands.” Remote Sensing of Environment 45 (2): 165–175. doi:10.1016/0034-4257(93)90040-5.
  • Blair, J. B., M. A. Hofton, and D. L. Rabine. 2004. “Processing of NASA LVIS Elevation and Canopy (LGE, LCE and LGW) Data Products, Version 1.0.” http://lvis.gsfc.nasa.gov.
  • Burschel, P., and J. Huss. 1997. Grundriss des Waldbaus. Berlin: Pareys Buchverlag.
  • Cloude, S. R. 2006. “Polarization Coherence Tomography.” Radio Science 41 (4): RS4017. doi:10.1029/2005RS003436.
  • Cloude, S. R. 2010. Polarisation: Applications in Remote Sensing. New York: Oxford University Press.
  • Cloude, S. R., M. Brolly, and I. H. Woodhouse. 2009. “A Study of Forest Vertical Structure Estimation Using Coherence Tomography Coupled to a Macro-Ecological Scattering Model.” In Proceedings of the 2009 IEEE International Conference on Geoscience and Remote Sensing, Cape Town, July 12–17. New York: IEEE Press.
  • 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.
  • Colin, E., C. Titin-Schnaider, and W. Tabbara. 2006. “An Interferometric Coherence Optimization Method in Radar Polarimetry for High-Resolution Imagery.” IEEE Transactions on Geoscience and Remote Sensing 44 (1): 167–175. doi:10.1109/TGRS.2005.859357.
  • Dinh, H. T. M., F. Rocca, S. Tebaldini, M. M. d’Alessandro, and L. T. Thuy. 2012. “Linear and Circular Polarization P Band SAR Tomography for Tropical Forest Biomass Study.” In Proceedings of the 9th European Conference on Synthetic Aperture Radar, Nuremberg, April 23–26. Berlin: VDE Verlag.
  • Freeman, A., and S. L. Durden. 1998. “A Three-Component Scattering Model for Polarimetric SAR Data.” IEEE Transactions on Geoscience and Remote Sensing 36 (3): 963–973. doi:10.1109/36.673687.
  • Ghasemi, N., M. R. Sahebi, and A. Mohammadzadeh. 2011. “A Review on Biomass Estimation Methods Using Synthetic Aperture Radar Data.” International Journal of Geomatics and Geosciences 1 (4): 776–788.
  • Houghton, R. A., F. Hall, and S. J. Goetz. 2009. “The Importance of Biomass in the Global Carbon Cycle.” Journal of Geophysical Research: Biogeosciences (2005–2012) 114 (G2): G00E03. doi:10.1029/2009JG000935.
  • Huang, Y., L. Ferro-Famil, and A. Reigber. 2012. “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.
  • Imhoff, M. L. 1995. “Radar Backscatter and Biomass Saturation: Ramifications for Global Biomass Inventory.” IEEE Transactions on Geoscience and Remote Sensing 33 (2): 511–518. doi:10.1109/36.377953.
  • Le Toan, T., A. Beaudoin, J. Riom, and D. Guyon. 1992. “Relating Forest Biomass to SAR Data.” IEEE Transactions on Geoscience and Remote Sensing 30 (2): 403–411. doi:10.1109/36.134089.
  • Lee, J. S., and E. Pottier. 2009. Polarimetric Radar Imaging: From Basics to Applications. New York: CRC Press.
  • Lefsky, M. A. 2010. “A Global Forest Canopy Height Map from the Moderate Resolution Imaging Spectroradiometer and the Geoscience Laser Altimeter System.” Geophysical Research Letters 37: 15. doi:10.1029/2010GL043622.
  • Lovell, J. L., D. L. Jupp, D. S. Culvenor, and N. C. Coops. 2003. “Using Airborne and Ground-Based Ranging Lidar to Measure Canopy Structure in Australian Forests.” Canadian Journal of Remote Sensing 29 (5): 607–622. doi:10.5589/m03-026.
  • Lu, D. 2006. “The Potential and Challenge of Remote Sensing-Based Biomass Estimation.” International Journal of Remote Sensing 27 (7): 1297–1328. doi:10.1080/01431160500486732.
  • Lucas, R., J. Armston, R. Fairfax, R. Fensham, A. Accad, J. Carreiras, J. Kelley, P. Bunting, D. Clewley, S. Bray, D. Metcalfe, J. Dwyer, M. Bowen, T. Eyre, M. Laidlaw, and M. Shimada. 2010. “An Evaluation of the ALOS PALSAR L-Band Backscatter—Above Ground Biomass Relationship Queensland, Australia: Impacts of Surface Moisture Condition and Vegetation Structure.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 3 (4): 576–593. doi:10.1109/JSTARS.2010.2086436.
  • Luckman, A., J. Baker, M. Honzák, and R. Lucas. 1998. “Tropical Forest Biomass Density Estimation Using JERS-1 SAR: Seasonal Variation, Confidence Limits, and Application to Image Mosaics.” Remote Sensing of Environment 63 (2): 126–139. doi:10.1016/S0034-4257(97)00133-8.
  • Luo, H., E. Chen, Z. Li, and C. Cao. 2011. “Forest above Ground Biomass Estimation Methodology Based on Polarization Coherence Tomography.” Yaogan Xuebao- Journal of Remote Sensing 15 (6): 1138–1155. doi:10.11834/jrs.20110391.
  • Mariotti D’Alessandro, M., and S. Tebaldini. 2012. “Phenomenology of P-Band Scattering from a Tropical Forest through Three-Dimensional SAR Tomography.” IEEE Geoscience and Remote Sensing Letters 9 (3): 442–446. doi:10.1109/LGRS.2011.2170658.
  • Mette, T. 2007. “Forest Biomass Estimation from Polarimetric SAR Interferometry.” PhD diss., Technische Universität München.
  • Mette, T., K. Papathanassiou, and I. Hajnsek. 2004. “Potential of Forest Height Derived by Polarimetric SAR Interferometry to Estimate Forest Biomass.” In Proceedings of the 5th European Conference on Synthetic Aperture Radar, Ulm, May 25–27. Berlin: VDE Verlag.
  • Mette, T., K. Papathanassiou, I. Hajnsek, H. Pretzsch, and P. Biber. 2004. “Applying a Common Allometric Equation to Convert Forest Height from Pol-Insar Data to Forest Biomass.” In Proceedings of the 2004 IEEE International Conference on Geoscience and Remote Sensing, Anchorage, AK, September 20–24. New York: IEEE Press.
  • Nelson, R., K. J. Ranson, G. Sun, D. S. Kimes, V. Kharuk, and P. Montesano. 2009. “Estimating Siberian Timber Volume Using MODIS and Icesat/Glas.” Remote Sensing of Environment 113 (3): 691–701. doi:10.1016/j.rse.2008.11.010.
  • Neumann, M., L. Ferro-Famil, and A. Reigber. 2010. “Estimation of Forest Structure, Ground, and Canopy Layer Characteristics from Multibaseline Polarimetric Interferometric SAR Data.” IEEE Transactions on Geoscience and Remote Sensing 48 (3): 1086–1104. doi:10.1109/TGRS.2009.2031101.
  • O’Brien, R. M. 2007. “A Caution regarding Rules of Thumb for Variance Inflation Factors.” Quality & Quantity 41 (5): 673–690. doi:10.1007/s11135-006-9018-6.
  • Papathanassiou, K. P., and S. R. Cloude. 2001. “Single-Baseline Polarimetric SAR Interferometry. Geoscience and Remote Sensing.” IEEE Transactions on Geoscience and Remote Sensing 39 (11): 2352–2363. doi:10.1109/36.964971.
  • Pardini, M., F. Kugler, S. K. Lee, S. Sauer, A. Torano-Caicoya, and K. Papathanassiou. 2011. “Biomass Estimation from Forest Vertical Structure: Potentials and Challenges for Multi-Baseline Pol-InSAR Techniques.” In Proceedings of the European Conference on POLinSAR, Frascati, January 24–28. Oberpfaffenhofen: ESA.
  • 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.
  • Rignot, E., J. Way, C. Williams, and L. Viereck. 1994. “Radar Estimates of Aboveground Biomass in Boreal Forests of Interior Alaska.” IEEE Transactions on Geoscience and Remote Sensing 32 (5): 1117–1124. doi:10.1109/36.312903.
  • Schober, R. 1985. Ertragstafeln wichtiger Baumarten. Frankfurt: Sauerländer’s J.D. Verlag.
  • Schütt, P., H. J. Schuck, and B. Stimm. 1992. Lexikon der Baum- und Straucharten. Landsberg/Lech: Ecomed.
  • Steininger, M. K. 2000. “Satellite Estimation of Tropical Secondary Forest Above-Ground Biomass: Data from Brazil and Bolivia.” International Journal of Remote Sensing 21 (6–7): 1139–1157. doi:10.1080/014311600210119.
  • 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.
  • Tebaldini, S., M. Mariotti d’Alessandro, H. T. M. Dinh, and F. Rocca. 2011. “P Band Penetration in Tropical and Boreal Forests: Tomographical Results.” In Proceedings of the 2011 IEEE International Conference on Geoscience and Remote Sensing, Sendai, July 24–29. New York: IEEE Press.
  • 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.
  • Treuhaft, R. N., B. D. Chapman, J. R. Dos Santos, F. G. Gonçalves, L. V. Dutra, P. Graça, and J. B. Drake. 2009. “Vegetation Profiles in Tropical Forests from Multibaseline Interferometric Synthetic Aperture Radar, Field, and Lidar Measurements.” Journal of Geophysical Research: Atmospheres (1984–2012) 114: D23110. doi:10.1029/2008JD011674.
  • Treuhaft, R. N., F. G. Gonçalves, J. B. Drake, B. D. Chapman, J. R. Dos Santos, L. V. Dutra, P. M. L. A. Graça, and G. H. Purcell. 2010. “Biomass Estimation in a Tropical Wet Forest Using Fourier Transforms of Profiles from Lidar or Interferometric SAR.” Geophysical Research Letters 37: L23403. doi:10.1029/2010GL045608.
  • Treuhaft, R. N., S. N. Madsen, 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.
  • Woodhouse, I. H. 2006. “Predicting Backscatter-Biomass and Height-Biomass Trends Using a Macroecology Model.” IEEE Transactions on Geoscience and Remote Sensing 44 (4): 871–877. doi:10.1109/TGRS.2006.872356.

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