메뉴 건너뛰기




Volumn 8, Issue 7, 2015, Pages 3572-3584

Spatial wavelet statistics of SAR backscatter for characterizing degraded forest: A case study from Cameroon

Author keywords

Degraded forest (DF); spatial statistics; synthetic aperture radar (SAR); texture; wavelet transform

Indexed keywords

BACKSCATTERING; FORESTRY; RADAR; STATISTICS; TEXTURES; WAVELET TRANSFORMS;

EID: 85027918390     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2015.2420596     Document Type: Article
Times cited : (9)

References (54)
  • 1
    • 84908508980 scopus 로고    scopus 로고
    • Perturbations in the carbon budget in the tropics
    • Feb.
    • J. Grace, E. Mitchard, and E. Gloor, "Perturbations in the carbon budget in the tropics," Global Change Biol., vol. 20, pp. 3238-3255, Feb. 2014.
    • (2014) Global Change Biol. , vol.20 , pp. 3238-3255
    • Grace, J.1    Mitchard, E.2    Gloor, E.3
  • 2
    • 84866876240 scopus 로고    scopus 로고
    • The forgotten D: Challenges of addressing forest degradation in complex mosaic landscapes under REDD+
    • May
    • O. Mertz et al., "The forgotten D: Challenges of addressing forest degradation in complex mosaic landscapes under REDD+," Danish J. Geogr., vol. 112, no. 1, pp. 63-76, May 2012.
    • (2012) Danish J. Geogr. , vol.112 , Issue.1 , pp. 63-76
    • Mertz, O.1
  • 3
    • 84881144989 scopus 로고    scopus 로고
    • An operational framework for defining and monitoring forest degradation
    • Jun.
    • I. D. Thompson et al., "An operational framework for defining and monitoring forest degradation," Ecol. Soc., vol. 18, no. 2, p. 20, Jun. 2013.
    • (2013) Ecol. Soc. , vol.18 , Issue.2 , pp. 20
    • Thompson, I.D.1
  • 4
    • 0000573898 scopus 로고
    • The interpretation and simulation of clutter textures in coherent images
    • Nov.
    • C. J. Oliver, "The interpretation and simulation of clutter textures in coherent images," Inverse Prob., vol. 2, pp. 481-518, Nov. 1986.
    • (1986) Inverse Prob. , vol.2 , pp. 481-518
    • Oliver, C.J.1
  • 6
    • 77957036680 scopus 로고    scopus 로고
    • Predictable waves of sequential forest degradation and biodiversity loss spreading from an African city
    • Aug.
    • A. Ahrends et al., "Predictable waves of sequential forest degradation and biodiversity loss spreading from an African city," Proc. Natl. Acad. Sci. USA, vol. 107, no. 33, pp. 1-6, Aug. 2010.
    • (2010) Proc. Natl. Acad. Sci. USA , vol.107 , Issue.33 , pp. 1-6
    • Ahrends, A.1
  • 7
    • 84855166725 scopus 로고    scopus 로고
    • Factors affecting deforestation and forest degradation in selectively logged production forest: A case study in Myanmar
    • Mar.
    • M. S. Mon, N. Mizoue, N. Z. Htun, T. Kajisa, and S. Yoshida, "Factors affecting deforestation and forest degradation in selectively logged production forest: A case study in Myanmar," Forest Ecol. Manage., vol. 267 no. 1, pp. 190-198, Mar. 2012.
    • (2012) Forest Ecol. Manage. , vol.267 , Issue.1 , pp. 190-198
    • Mon, M.S.1    Mizoue, N.2    Htun, N.Z.3    Kajisa, T.4    Yoshida, S.5
  • 8
    • 0032505167 scopus 로고    scopus 로고
    • Using multi-temporal satellite data to evaluate selective logging in Para, Brazil
    • Jan.
    • T. A. Stone and P. Lefebvre, "Using multi-temporal satellite data to evaluate selective logging in Para, Brazil," Int. J. Remote Sens., vol. 19, no. 13, pp. 2517-2526, Jan. 1998.
    • (1998) Int. J. Remote Sens. , vol.19 , Issue.13 , pp. 2517-2526
    • Stone, T.A.1    Lefebvre, P.2
  • 9
    • 84893417012 scopus 로고    scopus 로고
    • Mapping forest degradation due to selective logging by means of time series analysis: Case studies in Central Africa
    • Jan.
    • M. Hirschmugl, M. Steinneger, H. Gallaun, and M. Schardt, "Mapping forest degradation due to selective logging by means of time series analysis: Case studies in Central Africa," Remote Sens., vol. 6, no. 1, pp. 756-775, Jan. 2014.
    • (2014) Remote Sens. , vol.6 , Issue.1 , pp. 756-775
    • Hirschmugl, M.1    Steinneger, M.2    Gallaun, H.3    Schardt, M.4
  • 10
    • 25844499182 scopus 로고    scopus 로고
    • Combining spectral and spatial information to map canopy damage from selective logging and forest fires
    • Oct.
    • C. M. Souza, Jr., D. A. Roberts, and M. A. Cochrane, "Combining spectral and spatial information to map canopy damage from selective logging and forest fires," Remote Sens. Environ., vol. 98, no. 2-3, pp. 329-343, Oct. 2005.
    • (2005) Remote Sens. Environ. , vol.98 , Issue.2-3 , pp. 329-343
    • Souza, C.M.1    Roberts, D.A.2    Cochrane, M.A.3
  • 11
    • 13844305892 scopus 로고    scopus 로고
    • Mapping forest degradation in the Amazon region with Ikonos images
    • Feb.
    • C. M. Souza, Jr., and D. Roberts, "Mapping forest degradation in the Amazon region with Ikonos images," Int. J Remote Sens., vol. 26, no. 3, pp. 425-429, Feb. 2005.
    • (2005) Int. J Remote Sens. , vol.26 , Issue.3 , pp. 425-429
    • Souza, C.M.1    Roberts, D.2
  • 13
    • 84863714143 scopus 로고    scopus 로고
    • Mapping tropical forest biomass with radar and spaceborne LiDAR in Lopé National Park, Gabon: Overcoming problems of high biomass and persistent cloud
    • Jul.
    • E. T. A. Mitchard et al., "Mapping tropical forest biomass with radar and spaceborne LiDAR in Lopé National Park, Gabon: Overcoming problems of high biomass and persistent cloud," Biogeosciences, vol. 9, no. 1, pp. 179-191, Jul. 2012.
    • (2012) Biogeosciences , vol.9 , Issue.1 , pp. 179-191
    • Mitchard, E.T.A.1
  • 14
    • 84879740774 scopus 로고    scopus 로고
    • A multi-stage inventory scheme for REDD inventories in tropical countries
    • Sydney, Australia, Apr.
    • S. Kuntz et al., "A multi-stage inventory scheme for REDD inventories in tropical countries," in Proc. 34th Int. Symp. Remote Sens. Environ., Sydney, Australia, Apr. 2011, pp. 1-4.
    • (2011) Proc. 34th Int. Symp. Remote Sens. Environ. , pp. 1-4
    • Kuntz, S.1
  • 15
    • 84874787145 scopus 로고    scopus 로고
    • Mapping tropical rainforest canopy disturbances in 3D by COSMOskymed spotlight InSAR-stereo data to detect areas of forest degradation
    • Feb.
    • J. Deutscher, R. Perko, K. Gutjahr, M. Hirschmugl, and M. Schardt, "Mapping tropical rainforest canopy disturbances in 3D by COSMOskymed spotlight InSAR-stereo data to detect areas of forest degradation," Remote Sens., vol. 5, no. 2, pp. 648-663, Feb. 2013.
    • (2013) Remote Sens. , vol.5 , Issue.2 , pp. 648-663
    • Deutscher, J.1    Perko, R.2    Gutjahr, K.3    Hirschmugl, M.4    Schardt, M.5
  • 17
    • 34548329130 scopus 로고    scopus 로고
    • Sentinel-1. The radar mission for GMES operational land and sea services
    • Aug.
    • E. Attema et al., "Sentinel-1. The radar mission for GMES operational land and sea services," ESA Bull., vol. 131, pp. 1-17, Aug. 2007.
    • (2007) ESA Bull. , vol.131 , pp. 1-17
    • Attema, E.1
  • 18
    • 84873127058 scopus 로고    scopus 로고
    • Contribution of TerraSAR-X radar images texture for forest monitoring
    • Jul.
    • H. Benelcadi et al., "Contribution of TerraSAR-X radar images texture for forest monitoring," in Proc. IEEE Int. Geosci. Remote Sens. Symp. (IGARSS), Jul. 2012, pp. 6427-6430.
    • (2012) Proc IEEE Int. Geosci. Remote Sens. Symp. (IGARSS) , pp. 6427-6430
    • Benelcadi, H.1
  • 20
    • 84878125503 scopus 로고    scopus 로고
    • Forest biomass estimation using texture measurements of high-resolution dualpolarization C-band SAR data
    • Jul.
    • L. R. Sarker, J. Nichol, H. B. Iz, B. B. Ahmad, and A. A. Rahman, "Forest biomass estimation using texture measurements of high-resolution dualpolarization C-band SAR data," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 6, pp. 3371-3384, Jul. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.6 , pp. 3371-3384
    • Sarker, L.R.1    Nichol, J.2    Iz, H.B.3    Ahmad, B.B.4    Rahman, A.A.5
  • 21
    • 0030159038 scopus 로고    scopus 로고
    • Edge detection and speckle adaptive filtering for SAR images based on a second-order textural measure
    • Jun.
    • M. Beauchemin, K. P. B. Thomson, and G. Edwards, "Edge detection and speckle adaptive filtering for SAR images based on a second-order textural measure," Int. J. Remote Sens., vol. 17, no. 9, pp. 1751-1759, Jun. 1996.
    • (1996) Int. J. Remote Sens. , vol.17 , Issue.9 , pp. 1751-1759
    • Beauchemin, M.1    Thomson, K.P.B.2    Edwards, G.3
  • 22
    • 84990575058 scopus 로고
    • Orthonormal bases of compactly supported wavelets
    • Oct.
    • I. Daubechies, "Orthonormal bases of compactly supported wavelets," Commun. Pure Appl. Math., vol. 41, no. 7, pp. 909-996, Oct. 1988.
    • (1988) Commun. Pure Appl. Math. , vol.41 , Issue.7 , pp. 909-996
    • Daubechies, I.1
  • 23
    • 0011718060 scopus 로고    scopus 로고
    • Wavelet analysis for geophysical applications
    • Nov.
    • P. Kumar and E. Foufoula-Georgiou, "Wavelet analysis for geophysical applications," Rev. Geophys., vol. 35, no. 4, pp. 385-412, Nov. 1997.
    • (1997) Rev. Geophys. , vol.35 , Issue.4 , pp. 385-412
    • Kumar, P.1    Foufoula-Georgiou, E.2
  • 24
    • 84860520922 scopus 로고    scopus 로고
    • Estimating tropical forest biomass with a combination of SAR image texture and Landsat TM data: An assessment of predictions between regions
    • Jun.
    • M. E. J. Cutler, D. S. Boyd, G. M. Foody, and A. Vetrivel, "Estimating tropical forest biomass with a combination of SAR image texture and Landsat TM data: An assessment of predictions between regions," ISPRS J. Photogramm. Remote Sens., vol. 70, pp. 66-77, Jun. 2012.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.70 , pp. 66-77
    • Cutler, M.E.J.1    Boyd, D.S.2    Foody, G.M.3    Vetrivel, A.4
  • 25
    • 0032208574 scopus 로고    scopus 로고
    • Analysis of speckle noise contribution on wavelet decomposition of SAR images
    • Nov.
    • M. Simard, G. De Grandi, K. P. B. Thomson, and G. B. Benie, "Analysis of speckle noise contribution on wavelet decomposition of SAR images," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 6, pp. 1953-1962, Nov. 1998.
    • (1998) IEEE Trans. Geosci. Remote Sens. , vol.36 , Issue.6 , pp. 1953-1962
    • Simard, M.1    De Grandi, G.2    Thomson, K.P.B.3    Benie, G.B.4
  • 26
    • 59949096978 scopus 로고    scopus 로고
    • Analysis by wavelet frames of spatial statistics in SAR data for characterizing structural properties of forests
    • Feb.
    • G. D. De Grandi, R. M. Lucas, and J. Kropacek, "Analysis by wavelet frames of spatial statistics in SAR data for characterizing structural properties of forests," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 2, pp. 494-507, Feb. 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.2 , pp. 494-507
    • De Grandi, G.D.1    Lucas, R.M.2    Kropacek, J.3
  • 27
    • 0029409269 scopus 로고
    • Texture classification and segmentation using wavelet frames
    • Nov.
    • M. Unser, "Texture classification and segmentation using wavelet frames," IEEE Trans. Image Process., vol. 4, no. 11, pp. 1549-1560, Nov. 1995.
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.11 , pp. 1549-1560
    • Unser, M.1
  • 28
    • 53649093820 scopus 로고    scopus 로고
    • Reducing emissions from deforestation and degradation in Cameroon-Assessing costs and benefits
    • Dec.
    • V. Bellassen and V. Gitz, "Reducing emissions from deforestation and degradation in Cameroon-Assessing costs and benefits," Ecol. Econ., vol. 68, no. 1-2, pp. 336-344, Dec. 2008.
    • (2008) Ecol. Econ. , vol.68 , Issue.1-2 , pp. 336-344
    • Bellassen, V.1    Gitz, V.2
  • 30
    • 0033801927 scopus 로고    scopus 로고
    • Land-cover-change trajectories in Southern Cameroon
    • Sep.
    • B. Martens and E. F. Lambin, "Land-cover-change trajectories in Southern Cameroon," Ann. Assoc. Amer. Geogr., vol. 90, no. 3, pp. 467- 494, Sep. 2000.
    • (2000) Ann. Assoc. Amer. Geogr. , vol.90 , Issue.3 , pp. 467-494
    • Martens, B.1    Lambin, E.F.2
  • 33
    • 84993992745 scopus 로고    scopus 로고
    • World Bank
    • World Bank. (2014). Climate Change Knowledge Portal [Online]. Available: http://sdwebx.worldbank.org/climateportal/index.cfm?page= country-historical-climate&ThisRegion=Africa&ThisCCode=CMR
    • (2014) Climate Change Knowledge Portal [Online]
  • 34
    • 85028214109 scopus 로고    scopus 로고
    • Sarmap. (2007). SARscape Technical Description [Online]. Available
    • Sarmap. (2007). SARscape Technical Description [Online]. Available: https://www.exelisvis.com/portals/0/pdfs/ENVI/SAR-tech-documents/SARscape-Technical-Description.pdf
  • 36
    • 85028220532 scopus 로고    scopus 로고
    • World Resources Institute
    • World Resources Institute. (2014). Congo Basin Forest Atlases [Online]. Available: http://www.wri.org/our-work/project/congo-basin-forests/congo#project-tabs
    • (2014) Congo Basin Forest Atlases [Online]
  • 37
    • 0003833285 scopus 로고
    • Philadelphia, PA, USA: Society for Industrial and Applied Mathematics, ch. 3
    • I. Daubechies, Ten Lectures on Wavelets. Philadelphia, PA, USA: Society for Industrial and Applied Mathematics, 1992, ch. 3.
    • (1992) Ten Lectures on Wavelets
    • Daubechies, I.1
  • 39
    • 0026938667 scopus 로고
    • The discrete wavelet transform: Wedding the ? trous and Mallat algorithms
    • Oct.
    • M. J. Shensa, "The discrete wavelet transform: Wedding the ? trous and Mallat algorithms," IEEE Trans. Signal Process., vol. 40, no. 10, pp. 2464-2482, Oct. 1992.
    • (1992) IEEE Trans. Signal Process. , vol.40 , Issue.10 , pp. 2464-2482
    • Shensa, M.J.1
  • 41
    • 35649022725 scopus 로고    scopus 로고
    • Target detection and texture segmentation in polarimetric SAR images using a wavelet frame: Theoretical aspects
    • Nov.
    • G. De Grandi, J.-S. Lee, and D. L. Schuler, "Target detection and texture segmentation in polarimetric SAR images using a wavelet frame: Theoretical aspects," IEEE Trans. Geosci. Remote Sens., vol. 45, no. 11, pp. 3437-3453, Nov. 2007.
    • (2007) IEEE Trans. Geosci. Remote Sens. , vol.45 , Issue.11 , pp. 3437-3453
    • De Grandi, G.1    Lee, J.-S.2    Schuler, D.L.3
  • 42
    • 85013565754 scopus 로고
    • Wavelet-based multifractal analysis of non-stationary and/or intermittent geophysical signals
    • E. Foufoula-Georghiou and P. Kumar, Eds. New York, NY, USA: Academic
    • A. Davis, A. Marshak, and W. Wiscombe, "Wavelet-based multifractal analysis of non-stationary and/or intermittent geophysical signals," in Wavelets in Geophysics, E. Foufoula-Georghiou and P. Kumar, Eds. New York, NY, USA: Academic, 1994, pp. 249-298.
    • (1994) Wavelets in Geophysics , pp. 249-298
    • Davis, A.1    Marshak, A.2    Wiscombe, W.3
  • 44
    • 84950659032 scopus 로고
    • A model for non-Rayleigh scattering statistics
    • C. J. Oliver, "A model for non-Rayleigh scattering statistics," Opt. Acta Int. J. Opt., vol. 31, no. 6, pp. 701-722, 1984.
    • (1984) Opt. Acta Int. J. Opt. , vol.31 , Issue.6 , pp. 701-722
    • Oliver, C.J.1
  • 45
    • 3743128166 scopus 로고
    • The representation of correlated clutter textures in coherent images
    • C. J. Oliver, "The representation of correlated clutter textures in coherent images," Inverse Prob., vol. 4, pp. 843-866, 1988.
    • (1988) Inverse Prob. , vol.4 , pp. 843-866
    • Oliver, C.J.1
  • 46
    • 0026868762 scopus 로고
    • Statistical and spatial properties of forest clutter measured with polarimetric synthetic aperture radar (SAR)
    • May
    • D. R. Sheen and L. P. Johnston, "Statistical and spatial properties of forest clutter measured with polarimetric synthetic aperture radar (SAR)," IEEE Trans. Geosci. Remote Sens., vol. 30, no. 3, pp. 578-588, May 1992.
    • (1992) IEEE Trans. Geosci. Remote Sens. , vol.30 , Issue.3 , pp. 578-588
    • Sheen, D.R.1    Johnston, L.P.2
  • 47
    • 0033100738 scopus 로고    scopus 로고
    • Textural information of multitemporal ERS-1 and JERS-1 SAR images with applications to land and forest type classification in boreal zone
    • Mar.
    • L. Kurvonen and M. T. Hallikainen, "Textural information of multitemporal ERS-1 and JERS-1 SAR images with applications to land and forest type classification in boreal zone," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 2, pp. 680-689, Mar. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens. , vol.37 , Issue.2 , pp. 680-689
    • Kurvonen, L.1    Hallikainen, M.T.2
  • 48
    • 33747920263 scopus 로고    scopus 로고
    • Uncertainties in the estimation of ACFbased texture in synthetic aperture radar image data
    • May
    • M. J. Collins and J. Huang, "Uncertainties in the estimation of ACFbased texture in synthetic aperture radar image data," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 3, pp. 940-949, May 1998.
    • (1998) IEEE Trans. Geosci. Remote Sens. , vol.36 , Issue.3 , pp. 940-949
    • Collins, M.J.1    Huang, J.2
  • 49
    • 7044222718 scopus 로고    scopus 로고
    • Application of log-cumulants to the detection of spatiotemporal discontinuities in multitemporal SAR images
    • Oct.
    • F. Bujor, E. Trouve, L. Valet, J.-M. Nicolas, and J.-P. Rudant, "Application of log-cumulants to the detection of spatiotemporal discontinuities in multitemporal SAR images," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 10, pp. 2073-2084, Oct. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.10 , pp. 2073-2084
    • Bujor, F.1    Trouve, E.2    Valet, L.3    Nicolas, J.-M.4    Rudant, J.-P.5
  • 51
    • 0004277690 scopus 로고
    • Englewood Cliffs, NJ, USA: Prentice Hall, ch. 5.4
    • B. Picinbono, Random Signals and Systems. Englewood Cliffs, NJ, USA: Prentice Hall, 1993, ch. 5.4.
    • (1993) Random Signals and Systems
    • Picinbono, B.1
  • 52
    • 0027681362 scopus 로고
    • Fractional Brownian motion models for SAR imagery scene segmentation
    • Oct.
    • C. V. Stewart, B. Moghaddam, K. J. Hintz, and L. M. Novak, "Fractional Brownian motion models for SAR imagery scene segmentation," Proc. IEEE, vol. 81, no. 10, pp. 1511-1522, Oct. 1993.
    • (1993) Proc IEEE , vol.81 , Issue.10 , pp. 1511-1522
    • Stewart, C.V.1    Moghaddam, B.2    Hintz, K.J.3    Novak, L.M.4
  • 53
    • 0033337414 scopus 로고    scopus 로고
    • Scattering from natural rough surfaces modeled by fractional Brownian motion twodimensional processes
    • Sep.
    • G. Franceschetti, A. Iodice, M. Migliaccio, and D. Riccio "Scattering from natural rough surfaces modeled by fractional Brownian motion twodimensional processes," IEEE Trans. Antennas Propag., vol. 47, no. 9, pp. 1405-1415, Sep. 1999.
    • (1999) IEEE Trans. Antennas Propag. , vol.47 , Issue.9 , pp. 1405-1415
    • Franceschetti, G.1    Iodice, A.2    Migliaccio, M.3    Riccio, D.4
  • 54
    • 0027680633 scopus 로고
    • Wavelet-based representations for the 1/f family of fractal processes
    • Oct.
    • G. W. Wornell, "Wavelet-based representations for the 1/f family of fractal processes," Proc. IEEE, vol. 81, no. 10, pp. 1428-1450, Oct. 1993.
    • (1993) Proc IEEE , vol.81 , Issue.10 , pp. 1428-1450
    • Wornell, G.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.