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Volumn 9, Issue 7, 2016, Pages 3082-3095

Rice Mapping Using RADARSAT-2 Dual- and Quad-Pol Data in a Complex Land-Use Watershed: Cau River Basin (Vietnam)

Author keywords

Cau river basin; RADARSAT 2; rice identification; support vector machine (SVM); thresholding

Indexed keywords

BACKSCATTERING; CULTIVATION; LAND USE; MAPPING; POLARIMETERS; POLARIZATION; RIVERS; SUPPORT VECTOR MACHINES; SYNTHETIC APERTURE RADAR; WATERSHEDS;

EID: 84979774270     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2016.2586102     Document Type: Article
Times cited : (38)

References (60)
  • 2
    • 0034174379 scopus 로고    scopus 로고
    • GIBSI-An integrated modelling system prototype for river basin management
    • Apr.
    • A.N. Rousseau et al., "GIBSI-An integrated modelling system prototype for river basin management," Hydrobiologia, vol. 422/423, pp. 465-475, Apr. 2000.
    • (2000) Hydrobiologia , vol.422-423 , pp. 465-475
    • Rousseau, A.N.1
  • 3
    • 84883070259 scopus 로고    scopus 로고
    • Les changements de loccupation du sol dans bassin versant de la rivière Cau (Vietnam). Essai sur une approche diachronique
    • Apr.
    • H. K. Hoang, M. Bernier, and J.-P. Villeneuve, "Les changements de loccupation du sol dans bassin versant de la rivière Cau (Vietnam). Essai sur une approche diachronique," Revue Télédétection, vol. 8, no. 4, pp. 227-236, Apr. 2008.
    • (2008) Revue Télédétection , vol.8 , Issue.4 , pp. 227-236
    • Hoang, H.K.1    Bernier, M.2    Villeneuve, J.-P.3
  • 4
    • 0023163714 scopus 로고
    • Monitoring rice areas using LANDSAT MSS data
    • K. R. McCloy, F. R. Smith, and M. R. Robinson, "Monitoring rice areas using LANDSAT MSS data," Int. J. Remote Sens., vol. 8, no. 5, pp. 741-749, 1987.
    • (1987) Int. J. Remote Sens. , vol.8 , Issue.5 , pp. 741-749
    • McCloy, K.R.1    Smith, F.R.2    Robinson, M.R.3
  • 5
    • 0030159073 scopus 로고    scopus 로고
    • Estimation of paddy field area using the area ratio of categories in each mixel of Landsat TM
    • K. Okamoto and M. Fukuhara, "Estimation of paddy field area using the area ratio of categories in each mixel of Landsat TM," Int. J. Remote Sens., vol. 17, no. 9, pp. 1735-1749, 1996.
    • (1996) Int. J. Remote Sens. , vol.17 , Issue.9 , pp. 1735-1749
    • Okamoto, K.1    Fukuhara, M.2
  • 6
    • 84871198661 scopus 로고    scopus 로고
    • Mapping paddy rice agriculture usingmulti-temporal FORMOSAT-2 images
    • Jul.
    • Y. S. Shiu, S. H. Chiang, T. H. Chu, and K. T. Chang, "Mapping paddy rice agriculture usingmulti-temporal FORMOSAT-2 images,"World Academy Sci., Eng. Technol., vol. 43, pp. 621-627, Jul. 2010.
    • (2010) World Academy Sci., Eng. Technol. , vol.43 , pp. 621-627
    • Shiu, Y.S.1    Chiang, S.H.2    Chu, T.H.3    Chang, K.T.4
  • 8
    • 0006330770 scopus 로고    scopus 로고
    • A simulationmodel for investigating the effects of rice paddy fields on runoff system
    • Hobart, Australia
    • R. S. Wu, W. R. Sue, and J. S. Chang, "A simulationmodel for investigating the effects of rice paddy fields on runoff system," in Proc. Int. Congr. Modeling Simul., Hobart, Australia, 1997, pp. 422-427.
    • (1997) Proc. Int. Congr. Modeling Simul. , pp. 422-427
    • Wu, R.S.1    Sue, W.R.2    Chang, J.S.3
  • 9
    • 59849099595 scopus 로고    scopus 로고
    • Monitoring of rice cropping system in Mekong delta using ENVISAT/ASAR dual polarization data
    • A. Bouvet, T. LeToan, and N. Lam-Dao, "Monitoring of rice cropping system in Mekong delta using ENVISAT/ASAR dual polarization data," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 2, pp. 517-526, 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.2 , pp. 517-526
    • Bouvet, A.1    LeToan, T.2    Lam-Dao, N.3
  • 10
    • 84865659041 scopus 로고    scopus 로고
    • Rice monitoring using ENVISAT ASAR data: Preliminary results of a case study in the Mekong River Delta, Vietnam
    • Kuala Lumpur, Malaysia
    • N. Lam-Dao, A. Apan, F. R. Young, T. Le-Van, T. LeToan, and A. Bouvet, "Rice monitoring using ENVISAT ASAR data: Preliminary results of a case study in the Mekong River Delta, Vietnam," presented at the 28th Asian Conf. Remote Sensing, Kuala Lumpur, Malaysia, 2007.
    • (2007) 28th Asian Conf. Remote Sensing
    • Lam-Dao, N.1    Apan, A.2    Young, F.R.3    Le-Van, T.4    LeToan, T.5    Bouvet, A.6
  • 11
    • 84866056660 scopus 로고    scopus 로고
    • The use of SAR data for rice crop monitoring: A case study of Mekong River Delta, Vietnam
    • Hanoi, Vietnam
    • N. Lam-Dao, T. LeToan, and N. Floury, "The use of SAR data for rice crop monitoring: A case study of Mekong River Delta, Vietnam," presented at the Asian Conf. Remote Sensing, Hanoi, Vietnam, 2005.
    • (2005) Asian Conf. Remote Sensing
    • Lam-Dao, N.1    LeToan, T.2    Floury, N.3
  • 12
    • 0032163271 scopus 로고    scopus 로고
    • Application of multitemporal ERS-2 Synthetic aperture radar in delineating rice cropping systems in the mekong river delta, Vietnam
    • Sep.
    • S. C. Liew, S. P. Kam, T. P. Tuong, P. Chen, Q. M. Vo, and H. Lim, "Application of multitemporal ERS-2 Synthetic aperture radar in delineating rice cropping systems in the mekong river delta, Vietnam," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 5, pp. 1412-1420, Sep.1998.
    • (1998) IEEE Trans. Geosci. Remote Sens. , vol.36 , Issue.5 , pp. 1412-1420
    • Liew, S.C.1    Kam, S.P.2    Tuong, T.P.3    Chen, P.4    Vo, Q.M.5    Lim, H.6
  • 13
    • 29244465362 scopus 로고    scopus 로고
    • Rice mapping by SAR in the service of land resources exploitation in Mekong Delta
    • Bangkok, Thailand, Feb. 26-28
    • V. C. Pham et al. Rice mapping by SAR in the service of land resources exploitation in Mekong Delta Regional Conf. Digital GMS, Bangkok, Thailand, Feb. 26-28 2003.
    • (2003) Regional Conf. Digital GMS
    • Pham, V.C.1
  • 14
    • 84870494166 scopus 로고    scopus 로고
    • Remote sensing of rice crop areas: A review
    • Jan.
    • C. Kuenzer and K. Knauer, "Remote sensing of rice crop areas: A review," Int. J. Remote Sens., vol. 34, no. 6, pp. 2101-2139, Jan. 2013.
    • (2013) Int. J. Remote Sens. , vol.34 , Issue.6 , pp. 2101-2139
    • Kuenzer, C.1    Knauer, K.2
  • 16
    • 29244490029 scopus 로고    scopus 로고
    • Mapping paddy rice agriculture in South and Southeast Asia using multi-temporal MODIS images
    • Jan.
    • X. Xiao et al., "Mapping paddy rice agriculture in South and Southeast Asia using multi-temporal MODIS images," Remote Sens. Environ., vol. 100, no. 1, pp. 95-113, Jan. 2006.
    • (2006) Remote Sens. Environ. , vol.100 , Issue.1 , pp. 95-113
    • Xiao, X.1
  • 17
    • 0033586459 scopus 로고    scopus 로고
    • Estimation of rice-planted area in the tropical zone using a combination of optical andmicrowave satellite sensor data
    • K. Okamoto and H. Kawashima, "Estimation of rice-planted area in the tropical zone using a combination of optical andmicrowave satellite sensor data," Int. J. Remote Sens., vol. 20, no. 5, pp. 1045-1048, 1999.
    • (1999) Int. J. Remote Sens. , vol.20 , Issue.5 , pp. 1045-1048
    • Okamoto, K.1    Kawashima, H.2
  • 18
    • 0032004474 scopus 로고    scopus 로고
    • Using NOAA AVHRR and Landsat TM to estimate rice area year-by-year
    • H. Fang, B. Wu, H. Liu, and X. Huang, "Using NOAA AVHRR and Landsat TM to estimate rice area year-by-year," Int. J. Remote Sens., vol. 19, no. 3, pp. 521-525, 1998.
    • (1998) Int. J. Remote Sens. , vol.19 , Issue.3 , pp. 521-525
    • Fang, H.1    Wu, B.2    Liu, H.3    Huang, X.4
  • 19
    • 70449450156 scopus 로고    scopus 로고
    • Evaluation of optical satellite remote sensing for rice paddy phenology in monsoon Asia using a continuous in situ dada set
    • T. Motohka, K. N. Nasahara, A. Miyata, M. Mano, and S. Tsuchida, "Evaluation of optical satellite remote sensing for rice paddy phenology in monsoon Asia using a continuous in situ dada set," Int. J. Remote Sens., vol. 30, no. 17, pp. 4343-4357, 2009.
    • (2009) Int. J. Remote Sens. , vol.30 , Issue.17 , pp. 4343-4357
    • Motohka, T.1    Nasahara, K.N.2    Miyata, A.3    Mano, M.4    Tsuchida, S.5
  • 20
    • 16344375302 scopus 로고    scopus 로고
    • Mapping paddy rice agriculture in southern China using multi-temporal MODIS images
    • Apr.
    • X. Xiao et al., "Mapping paddy rice agriculture in southern China using multi-temporal MODIS images," Remote Sens. Environ., vol. 95, no. 4, pp. 480-492, Apr. 2005.
    • (2005) Remote Sens. Environ. , vol.95 , Issue.4 , pp. 480-492
    • Xiao, X.1
  • 21
    • 0344961363 scopus 로고    scopus 로고
    • Towards an operational system for regional-scale rice yield estimation using a time-series of Radasat ScanSAR images
    • Y. Li, Q. Liao, X. Li, S. Liao, G. Chi, and A. Peng, "Towards an operational system for regional-scale rice yield estimation using a time-series of Radasat ScanSAR images," Int. J. Remote Sens., vol. 24, no. 21, pp. 4207-4220, 2003.
    • (2003) Int. J. Remote Sens. , vol.24 , Issue.21 , pp. 4207-4220
    • Li, Y.1    Liao, Q.2    Li, X.3    Liao, S.4    Chi, G.5    Peng, A.6
  • 22
    • 0034964941 scopus 로고    scopus 로고
    • Rice monitoring and production estimation using multitemporal RADARSAT
    • Y. Shao et al., "Rice monitoring and production estimation using multitemporal RADARSAT," Remote Sens. Environ., vol. 76, pp. 310-325, 2001.
    • (2001) Remote Sens. Environ. , vol.76 , pp. 310-325
    • Shao, Y.1
  • 23
    • 0029336092 scopus 로고
    • Monitoring of rice crop growth from space using the ERS-1 C-band SAR
    • Jul.
    • T. Kurosu, M. Fujita, and K. Chiba, "Monitoring of rice crop growth from space using the ERS-1 C-band SAR," IEEE Trans. Geosci. Remote Sens., vol. 33, no. 4, pp. 1092-1096, Jul. 1995.
    • (1995) IEEE Trans. Geosci. Remote Sens. , vol.33 , Issue.4 , pp. 1092-1096
    • Kurosu, T.1    Fujita, M.2    Chiba, K.3
  • 24
    • 0033541132 scopus 로고    scopus 로고
    • Rice field mapping and monitoring with Radarsat data
    • F. Ribbes and T. LeToan, "Rice field mapping and monitoring with Radarsat data," Int. J. Remote Sens., vol. 20, no. 4, pp. 745-765, 1999.
    • (1999) Int. J. Remote Sens. , vol.20 , Issue.4 , pp. 745-765
    • Ribbes, F.1    LeToan, T.2
  • 27
    • 36448955393 scopus 로고    scopus 로고
    • Use of RADARSAT data for rice monitoring in Indonesia
    • Montréal, QC, Canada Oct. 13-15
    • T. Rabaute, T. LeToan, and F. Ribbes, "Use of RADARSAT data for rice monitoring in Indonesia," presented at the ADRO Final Symp., Montréal, QC, Canada, Oct. 13-15, 1998.
    • (1998) ADRO Final Symp.
    • Rabaute, T.1    LeToan, T.2    Ribbes, F.3
  • 28
    • 80052311385 scopus 로고    scopus 로고
    • First results of rice monitoring practices in Spain by means of time series of TerraSARX dual-pol images
    • J. M. Lopez-Sanchez, J. D. Ballester-Berman, and I. Hajnsek, "First results of rice monitoring practices in Spain by means of time series of TerraSARX dual-pol images," IEEE Trans. Geosci. Remote Sens., vol. 4, no. 2, pp. 412-422, 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.4 , Issue.2 , pp. 412-422
    • Lopez-Sanchez, J.M.1    Ballester-Berman, J.D.2    Hajnsek, I.3
  • 29
    • 80052332606 scopus 로고    scopus 로고
    • Monitoring rice agriculture in the Sacramento Valley, USA with multitemporal PALSAR and MODIS imagery
    • N. Torbick, W. A. Salas, S. Hagen, and X. Xiao, "Monitoring rice agriculture in the Sacramento Valley, USA with multitemporal PALSAR and MODIS imagery," IEEE Trans. Geosci. Remote Sens., vol. 4, no. 2, pp. 451-457, 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.4 , Issue.2 , pp. 451-457
    • Torbick, N.1    Salas, W.A.2    Hagen, S.3    Xiao, X.4
  • 30
    • 67949106463 scopus 로고    scopus 로고
    • Polarimetric backscattering coefficients of flooded rice fields at L-and C-bands: Measurements, modeling, and data analysis
    • Y. Oh, S. Y. Hong, Y. Kim, J. Y. Hong, and Y. H. Kim, "Polarimetric backscattering coefficients of flooded rice fields at L-and C-bands: Measurements, modeling, and data analysis," IEEE Trans. Geosci. Remote Sens.,vol. 47, no. 8, pp. 2714-2721, 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.8 , pp. 2714-2721
    • Oh, Y.1    Hong, S.Y.2    Kim, Y.3    Hong, J.Y.4    Kim, Y.H.5
  • 31
    • 84866108297 scopus 로고    scopus 로고
    • The application of ENVISAT ASAR data for rice growth monitoring based on semi-empirical backscattering model
    • J. Chen and H. Lin, "The application of ENVISAT ASAR data for rice growth monitoring based on semi-empirical backscattering model," presented at the Asian Conf. Remote Sensing, Hanoi, Vietnam, 2005.
    • (2005) Asian Conf. Remote Sensing, Hanoi, Vietnam
    • Chen, J.1    Lin, H.2
  • 32
    • 84924367442 scopus 로고    scopus 로고
    • Supervised Wishart classifier for rice mapping usingmulti-temporal ENVISAT ASAR APS data
    • Montreux, Switzerland
    • E. X. Chen, Z. Y. Li, B. X. Tan, Y. Pang, X. Tian, and B. B. Li, "Supervised Wishart classifier for rice mapping usingmulti-temporal ENVISAT ASAR APS data," presented at the ENVISAT Symp., Montreux, Switzerland, 2007, pp. 1-6.
    • (2007) ENVISAT Symp. , pp. 1-6
    • Chen, E.X.1    Li, Z.Y.2    Tan, B.X.3    Pang, Y.4    Tian, X.5    Li, B.B.6
  • 33
    • 84870045620 scopus 로고    scopus 로고
    • Identifying paddy fields with dualpolarization ALOS/PALSAR data
    • Sep.
    • Y. Zhang, C. Wang, and Q. Zhang, "Identifying paddy fields with dualpolarization ALOS/PALSAR data," Can. J. Remote Sens., vol. 37, no. 1, pp. 103-111, Sep. 2011.
    • (2011) Can. J. Remote Sens. , vol.37 , Issue.1 , pp. 103-111
    • Zhang, Y.1    Wang, C.2    Zhang, Q.3
  • 34
    • 0030783483 scopus 로고    scopus 로고
    • Rice crop mapping and monitoring using ERS-1 data based on experiment and modeling results
    • Jan.
    • T. LeToan et al., "Rice crop mapping and monitoring using ERS-1 data based on experiment and modeling results," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 1, pp. 41-52, Jan. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , Issue.1 , pp. 41-52
    • LeToan, T.1
  • 35
    • 0034239767 scopus 로고    scopus 로고
    • Une revue des méthodes et des techniques de télédétection du changement
    • J. F. Mas, "Une revue des méthodes et des techniques de télédétection du changement," J. Can. Télédétection, vol. 26, no. 4, pp. 349-362, 2000.
    • (2000) J. Can. Télédétection , vol.26 , Issue.4 , pp. 349-362
    • Mas, J.F.1
  • 39
    • 0032594959 scopus 로고    scopus 로고
    • An overview of statistical learning theory
    • Sep.
    • N. V. Vapnik, "An overview of statistical learning theory," IEEE Trans. Neutral Netw., vol. 10, no. 5, pp. 988-999, Sep. 1999.
    • (1999) IEEE Trans. Neutral Netw. , vol.10 , Issue.5 , pp. 988-999
    • Vapnik, N.V.1
  • 40
    • 79951950272 scopus 로고    scopus 로고
    • Support vector machines in remote sensing: A review
    • May
    • G. Mountrakis, J. Im, and C. Ogole, "Support vector machines in remote sensing: A review," ISPRS J. Photogramm. Remote Sens., vol. 66, no. 3, pp. 247-259, May 2011.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , Issue.3 , pp. 247-259
    • Mountrakis, G.1    Im, J.2    Ogole, C.3
  • 42
    • 39749188900 scopus 로고    scopus 로고
    • Use of a dark object concept and support vector machines to automate forest cover change analysis
    • C. Huang et al., "Use of a dark object concept and support vector machines to automate forest cover change analysis," J. Remote Sens. Environ., vol. 112, no. 3, pp. 970-985, 2008.
    • (2008) J. Remote Sens. Environ. , vol.112 , Issue.3 , pp. 970-985
    • Huang, C.1
  • 43
    • 70549111594 scopus 로고    scopus 로고
    • Support vector machine for multifrequency SAR polarimetric data classification
    • C. Lardeux et al., "Support vector machine for multifrequency SAR polarimetric data classification," IEEE Trans. Geosci. Remote Sens., vol. 47, no. 12, pp. 4143-4152, 2009.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.12 , pp. 4143-4152
    • Lardeux, C.1
  • 44
    • 34147172342 scopus 로고    scopus 로고
    • Classification of multi-temporal SAR images for rice crops using combined entropy decomposition and support vector machine technique
    • C. P. Tan, J. Y. Koay, K. S. Lim, H. T. Ewe, and H. T. Chuah, "Classification of multi-temporal SAR images for rice crops using combined entropy decomposition and support vector machine technique," Progr. Electromagn. Res., vol. 71, pp. 19-39, 2007.
    • (2007) Progr. Electromagn. Res. , vol.71 , pp. 19-39
    • Tan, C.P.1    Koay, J.Y.2    Lim, K.S.3    Ewe, H.T.4    Chuah, H.T.5
  • 45
    • 84983467083 scopus 로고    scopus 로고
    • Institute ofWater Resources Planning (IWRP) Hanoi, Vietnam
    • Institute ofWater Resources Planning (IWRP), "Rapport hydraulique agricole," Hanoi, Vietnam, 2003.
    • (2003) Rapport Hydraulique Agricole
  • 46
    • 84947662402 scopus 로고
    • SAR calibration: An overview
    • A. Freeman, "SAR calibration: An overview," IEEE Trans. Geosci. Remote Sens., vol. 30, no. 6, pp. 1107-1121, 1992.
    • (1992) IEEE Trans. Geosci. Remote Sens. , vol.30 , Issue.6 , pp. 1107-1121
    • Freeman, A.1
  • 47
    • 4944263308 scopus 로고    scopus 로고
    • RADARSAT-2 SAR image quality and calibration operations
    • Jan.
    • A. P. Luscombe, "RADARSAT-2 SAR image quality and calibration operations," Can. J. Remote Sens., vol. 30, no. 3, pp. 345-354, Jan. 2004.
    • (2004) Can. J. Remote Sens. , vol.30 , Issue.3 , pp. 345-354
    • Luscombe, A.P.1
  • 48
    • 0029537450 scopus 로고
    • Generating DEM from stereo images with a photogrammetric approach: Examples with VIR and SAR data
    • Oct.
    • T. Toutin, "Generating DEM from stereo images with a photogrammetric approach: Examples with VIR and SAR data," EARSel J. Adv. Remote Sens., vol. 4, no. 2, pp. 110-117, Oct. 1995.
    • (1995) EARSel J. Adv. Remote Sens. , vol.4 , Issue.2 , pp. 110-117
    • Toutin, T.1
  • 49
    • 67651177403 scopus 로고    scopus 로고
    • 3-D radargrammetric modeling of RADARSAT-2 ultrafine mode: Preliminary results of the geometric calibration
    • Jul.
    • T. Toutin and R. Chénier, "3-D radargrammetric modeling of RADARSAT-2 ultrafine mode: Preliminary results of the geometric calibration," IEEE Geosci. Remote Sens. Lett., vol. 6, no. 3, pp. 611-615, Jul. 2009.
    • (2009) IEEE Geosci. Remote Sens. Lett. , vol.6 , Issue.3 , pp. 611-615
    • Toutin, T.1    Chénier, R.2
  • 50
    • 0035509499 scopus 로고    scopus 로고
    • Filtering of multichannel SAR images
    • Nov.
    • S. Quegan and J. J. Yu, "Filtering of multichannel SAR images," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 11, pp. 2373-2379, Nov. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , Issue.11 , pp. 2373-2379
    • Quegan, S.1    Yu, J.J.2
  • 52
    • 84874442666 scopus 로고    scopus 로고
    • Land cover classification of polarimetric SAR image for the yellow river delta based on support vector machine
    • Beijing, China
    • X. Juan, Z. Li, L. Lei, B. Tian, and Z. Shan, "Land cover classification of polarimetric SAR image for the yellow river delta based on support vector machine," in Proc. Int. Conf. Comput. Vis. Remote Sens., Beijing, China, 2012, pp. 256-261.
    • (2012) Proc. Int. Conf. Comput. Vis. Remote Sens. , pp. 256-261
    • Juan, X.1    Li, Z.2    Lei, L.3    Tian, B.4    Shan, Z.5
  • 54
    • 0036113847 scopus 로고    scopus 로고
    • Classification using ASTER data and SVM algorithms: The case study of Beer Sheva, Israel
    • May
    • G. Zhu and D. G. Blumberg, "Classification using ASTER data and SVM algorithms: The case study of Beer Sheva, Israel," Remote Sens. Environ., vol. 80, no. 2, pp. 233-240, May 2002.
    • (2002) Remote Sens. Environ. , vol.80 , Issue.2 , pp. 233-240
    • Zhu, G.1    Blumberg, D.G.2
  • 55
    • 84870009723 scopus 로고    scopus 로고
    • Classification of polarimetric SAR images using Support Vector Machines
    • Nov.
    • R. S. Hosseini, I. Entezari, S. Homayouni, M. Motagh, and B. Mansouri, "Classification of polarimetric SAR images using Support Vector Machines," Can. J. Remote Sens., vol. 37, no. 2, pp. 220-233, Nov. 2011.
    • (2011) Can. J. Remote Sens. , vol.37 , Issue.2 , pp. 220-233
    • Hosseini, R.S.1    Entezari, I.2    Homayouni, S.3    Motagh, M.4    Mansouri, B.5
  • 56
    • 33744767448 scopus 로고    scopus 로고
    • Intensity-driven adaptiveneighborhood technique for polarimetric and interferometric SAR parameters estimation
    • Jun.
    • G. Vasile, E. Trouvé, J. S. Lee, and V. Buzuloiu, "Intensity-driven adaptiveneighborhood technique for polarimetric and interferometric SAR parameters estimation," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 6, pp. 1609-1621, Jun. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.6 , pp. 1609-1621
    • Vasile, G.1    Trouvé, E.2    Lee, J.S.3    Buzuloiu, V.4
  • 59
    • 84983408418 scopus 로고    scopus 로고
    • Surface-scattering models and land observation
    • Ann Arbor, MI, USA: Univ. of Michigan Press
    • T. F. Ulaby and G. D. Long, "Surface-scattering models and land observation," in Microwave Radar and Radiometric Remote Sensing. Ann Arbor, MI, USA: Univ. of Michigan Press, 2014.
    • (2014) Microwave Radar and Radiometric Remote Sensing
    • Ulaby, T.F.1    Long, G.D.2
  • 60
    • 84983438103 scopus 로고    scopus 로고
    • Vietnam Journal of Agriculture (VJA). (2010). [Online]. Available: http://nongnghiep.vn/nongnghiepvn/vi-vn/25/45905/Khuyen-nong/Thai-Nguyen-Gan-nuoc-cay-lua-thap-den-bat-sau.html
    • (2010) Vietnam Journal of Agriculture (VJA)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.