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Volumn 7, Issue 1, 2013, Pages

Crop classification using HJ satellite multispectral data in the North China Plain

Author keywords

classification; crop; HJ satellite; multispectral; multitemporal

Indexed keywords

CHARGE COUPLED DEVICES; CROPS; PLANTS (BOTANY); SATELLITES; SUPPORT VECTOR MACHINES;

EID: 84880109631     PISSN: None     EISSN: 19313195     Source Type: Journal    
DOI: 10.1117/1.JRS.7.073576     Document Type: Article
Times cited : (63)

References (33)
  • 1
    • 39749108923 scopus 로고    scopus 로고
    • Seasonal variations of leaf area index of agricultural fields retrieved from Landsat data
    • M. C. González-Sanpedro et al., "Seasonal variations of leaf area index of agricultural fields retrieved from Landsat data," Remote Sens. Environ. 112(3), 810-824 (2008), http://dx.doi .org/10.1016/j.rse.2007.06. 018.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.3 , pp. 810-824
    • González-Sanpedro, M.C.1
  • 2
    • 82155192938 scopus 로고    scopus 로고
    • Vegetation classification method with biochemical composition estimated from remote sensing data
    • K. Jia et al., "Vegetation classification method with biochemical composition estimated from remote sensing data," Int. J. Remote Sens. 32(24), 9307-9325 (2011), http://dx.doi .org/10.1080/01431161.2011.554454.
    • (2011) Int. J. Remote Sens. , vol.32 , Issue.24 , pp. 9307-9325
    • Jia, K.1
  • 3
    • 0034111082 scopus 로고    scopus 로고
    • Operational remote sensing methods for agriculture statistics
    • in Chinese with English abstract
    • B. F. Wu, "Operational remote sensing methods for agriculture statistics," Acta Geograph. Sin. 55(1), 23-55 (2000) (in Chinese with English abstract).
    • (2000) Acta Geograph. Sin. , vol.55 , Issue.1 , pp. 23-55
    • Wu, B.F.1
  • 4
    • 54849406874 scopus 로고    scopus 로고
    • Crop discrimination in Northern China with double cropping systems using Fourier analysis of time-series MODIS data
    • M. Zhang et al., "Crop discrimination in Northern China with double cropping systems using Fourier analysis of time-series MODIS data," Int. J. Appl. Earth Obs. Geoinform. 10(4), 476-485 (2008), http://dx.doi.org/10.1016/j. jag.2007.11.002.
    • (2008) Int. J. Appl. Earth Obs. Geoinform. , vol.10 , Issue.4 , pp. 476-485
    • Zhang, M.1
  • 5
    • 84864516710 scopus 로고    scopus 로고
    • Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes
    • B. Wu and Q. Li, "Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes," Int. J. Appl. Earth Obs. Geoinform. 16, 101-112 (2012), http://dx.doi.org/10.1016/j.jag.2011.12. 006.
    • (2012) Int. J. Appl. Earth Obs. Geoinform. , vol.16 , pp. 101-112
    • Wu, B.1    Li, Q.2
  • 6
    • 79851495193 scopus 로고    scopus 로고
    • QuickBird imagery for crop pattern mapping
    • in Chinese with English abstract
    • B. Wu et al., "QuickBird imagery for crop pattern mapping," J. Remote Sens. 8(6), 688-695 (2004) (in Chinese with English abstract).
    • (2004) J. Remote Sens. , vol.8 , Issue.6 , pp. 688-695
    • Wu, B.1
  • 7
    • 80052549090 scopus 로고    scopus 로고
    • Maize acreage estimation using ENVISAT MERIS and CBERS-02B CCD data in the North China Plain
    • Q. Li et al., "Maize acreage estimation using ENVISAT MERIS and CBERS-02B CCD data in the North China Plain," Comput. Electron. Agr. 78(2), 208-214 (2011), http://dx.doi.org/10.1016/j.compag.2011.07.008.
    • (2011) Comput. Electron. Agr. , vol.78 , Issue.2 , pp. 208-214
    • Li, Q.1
  • 8
    • 84859783995 scopus 로고    scopus 로고
    • China's earth observing satellites for building a digital earth
    • H. Guo, "China's earth observing satellites for building a digital earth," Int. J. Dig. Earth 5(3), 185-188 (2012), http://dx.doi.org/10.1080/ 17538947.2012.669960.
    • (2012) Int. J. Dig. Earth , vol.5 , Issue.3 , pp. 185-188
    • Guo, H.1
  • 9
    • 78651270969 scopus 로고    scopus 로고
    • Chinese HJ-1A/B satellites and data characteristics
    • Q. Wang et al., "Chinese HJ-1A/B satellites and data characteristics," Sci. China Earth Sci. 53(1), 51-57 (2010), http://dx.doi.org/10.1007/s11430-010-4139-0.
    • (2010) Sci. China Earth Sci. , vol.53 , Issue.1 , pp. 51-57
    • Wang, Q.1
  • 10
    • 79956144041 scopus 로고    scopus 로고
    • Mapping rice planting areas in southern China using the China environment satellite data
    • J. Chen, J. Huang, and J. Hu, "Mapping rice planting areas in southern China using the China environment satellite data," Math. Comput. Model. 54(3-4), 1037-1043 (2011), http://dx.doi.org/10.1016/j.mcm.2010.11.033.
    • (2011) Math. Comput. Model. , vol.54 , Issue.3-4 , pp. 1037-1043
    • Chen, J.1    Huang, J.2    Hu, J.3
  • 11
    • 21444438650 scopus 로고    scopus 로고
    • Efficiency of crop identification based on optical and SAR image time series
    • X. Blaes, L. Vanhalle, and P. Defourny, "Efficiency of crop identification based on optical and SAR image time series," Remote Sens. Environ. 96(3-4), 352-365 (2005), http://dx.doi .org/10.1016/j.rse.2005.03.010.
    • (2005) Remote Sens. Environ. , vol.96 , Issue.3-4 , pp. 352-365
    • Blaes, X.1    Vanhalle, L.2    Defourny, P.3
  • 12
    • 82155179285 scopus 로고    scopus 로고
    • Crop classification using multiconfiguration SAR data in the North China Plain
    • K. Jia et al., "Crop classification using multiconfiguration SAR data in the North China Plain," Int. J. Remote Sens. 33(1), 170-183 (2012), http://dx.doi.org/10.1080/01431161 .2011.587844.
    • (2012) Int. J. Remote Sens. , vol.33 , Issue.1 , pp. 170-183
    • Jia, K.1
  • 13
    • 0346875638 scopus 로고    scopus 로고
    • Classification of wheat crop with multitemporal images: Performance of maximum likelihood and artificial neural networks
    • C. S. Murthy, P. V. Raju, and K. V. S. Badrinath, "Classification of wheat crop with multitemporal images: performance of maximum likelihood and artificial neural networks," Int. J. Remote Sens. 24(23), 4871-4891 (2003), http://dx.doi.org/10.1080/0143116031000070490.
    • (2003) Int. J. Remote Sens. , vol.24 , Issue.23 , pp. 4871-4891
    • Murthy, C.S.1    Raju, P.V.2    Badrinath, K.V.S.3
  • 14
    • 0030783483 scopus 로고    scopus 로고
    • Rice crop mapping and monitoring using ERS-1 data based on experiment and modeling results
    • T. Le Toan et al., "Rice crop mapping and monitoring using ERS-1 data based on experiment and modeling results," IEEE Trans. Geosci. Remote Sens. 35(1), 41-56 (1997), http://dx.doi.org/10.1109/36.551933.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , Issue.1 , pp. 41-56
    • Le Toan, T.1
  • 15
    • 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. 76(3), 310-325 (2001), http://dx.doi.org/10.1016/S0034-4257(00)00212-1.
    • (2001) Remote Sens. Environ. , vol.76 , Issue.3 , pp. 310-325
    • Shao, Y.1
  • 16
    • 0026304041 scopus 로고
    • Use of multitemporal information to improve classification performance of TM scenes in complex terrain
    • C. Conese and F. Maselli, "Use of multitemporal information to improve classification performance of TM scenes in complex terrain," ISPRS J. Photogramm. Remote Sens. 46(4), 187-197 (1991), http://dx.doi.org/10.1016/ 0924-2716(91)90052-W.
    • (1991) ISPRS J. Photogramm. Remote Sens. , vol.46 , Issue.4 , pp. 187-197
    • Conese, C.1    Maselli, F.2
  • 18
    • 77951112475 scopus 로고    scopus 로고
    • Application of multitemporal ENVISAT ASAR data to agricultural area mapping in the Pearl River Delta
    • D. Wang et al., "Application of multitemporal ENVISAT ASAR data to agricultural area mapping in the Pearl River Delta," Int. J. Remote Sens. 31(6), 1555-1572 (2010), http://dx.doi.org/10.1080/01431160903475258.
    • (2010) Int. J. Remote Sens. , vol.31 , Issue.6 , pp. 1555-1572
    • Wang, D.1
  • 20
    • 18544362045 scopus 로고    scopus 로고
    • Land cover update by supervised classification of segmented ASTER images
    • A. R. S. Marçal et al., "Land cover update by supervised classification of segmented ASTER images," Int. J. Remote Sens. 26(7), 1347-1362 (2005), http://dx.doi.org/10.1080/01431160412331291233.
    • (2005) Int. J. Remote Sens. , vol.26 , Issue.7 , pp. 1347-1362
    • Marçal, A.R.S.1
  • 21
    • 13644256120 scopus 로고    scopus 로고
    • Support vector machines for classification in remote sensing
    • M. Pal and P. M. Mather, "Support vector machines for classification in remote sensing," Int. J. Remote Sens. 26(5), 1007-1011 (2005), http://dx.doi.org/10.1080/01431160512331314083.
    • (2005) Int. J. Remote Sens. , vol.26 , Issue.5 , pp. 1007-1011
    • Pal, M.1    Mather, P.M.2
  • 22
    • 77951295936 scopus 로고    scopus 로고
    • Feature selection for classification of hyperspectral data by SVM
    • M. Pal and G. M. Foody, "Feature selection for classification of hyperspectral data by SVM," IEEE Trans. Geosci. Remote Sens. 48(5), 2297-2306 (2010), http://dx.doi.org/10.1109/TGRS.2009.2039484.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.5 , pp. 2297-2306
    • Pal, M.1    Foody, G.M.2
  • 23
    • 3042654673 scopus 로고    scopus 로고
    • A relative evaluation of multiclass image classification by support vector machines
    • G. M. Foody and A. Mathur, "A relative evaluation of multiclass image classification by support vector machines," IEEE Trans. Geosci. Remote Sens. 42(6), 1335-1343 (2004), http://dx.doi.org/10.1109/TGRS.2004. 827257.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.6 , pp. 1335-1343
    • Foody, G.M.1    Mathur, A.2
  • 24
    • 43049106852 scopus 로고    scopus 로고
    • Ensemble of support vector machines for land cover classification
    • M. Pal, "Ensemble of support vector machines for land cover classification," Int. J. Remote Sens. 29(10), 3043-3049 (2008), http://dx.doi.org/10.1080/01431160802007624.
    • (2008) Int. J. Remote Sens. , vol.29 , Issue.10 , pp. 3043-3049
    • Pal, M.1
  • 25
    • 77951111555 scopus 로고    scopus 로고
    • Settlement extraction in the North China Plain using Landsat and Beijing-1 multispectral data with an improved watershed segmentation algorithm
    • L. Wang et al., "Settlement extraction in the North China Plain using Landsat and Beijing-1 multispectral data with an improved watershed segmentation algorithm," Int. J. Remote Sens. 31(6), 1411-1426 (2010), http://dx.doi.org/10.1080/01431160903475332.
    • (2010) Int. J. Remote Sens. , vol.31 , Issue.6 , pp. 1411-1426
    • Wang, L.1
  • 26
    • 0031139633 scopus 로고    scopus 로고
    • Second simulation of the satellite signal in the solar spectrum, 6S: An overview
    • E. F Vermote et al., "Second simulation of the satellite signal in the solar spectrum, 6S: an overview," IEEE Trans. Geosci. Remote Sens. 35(3), 675-686 (1997), http://dx.doi.org/10.1109/36.581987.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , Issue.3 , pp. 675-686
    • Vermote, E.F.1
  • 29
    • 67349093551 scopus 로고    scopus 로고
    • Classification accuracy comparison: Hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority
    • G M. Foody, "Classification accuracy comparison: hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority," Remote Sens. Environ. 113(8), 1658-1663 (2009), http://dx.doi.org/10.1016/j.rse.2009.03.014.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.8 , pp. 1658-1663
    • Foody, G.M.1
  • 30
    • 3042654673 scopus 로고    scopus 로고
    • A relative evaluation of multiclass image classification by support vector machines
    • G M. Foody and A. Mathur, "A relative evaluation of multiclass image classification by support vector machines," IEEE Trans. Geosci. Remote Sens. 42(6), 1335-1343 (2004), http://dx.doi.org/10.1109/TGRS.2004.827257.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.6 , pp. 1335-1343
    • Foody, G.M.1    Mathur, A.2
  • 31
    • 67650759361 scopus 로고    scopus 로고
    • A kernel functions analysis for support vector machines for land cover classification
    • T Kavzoglu and I. Colkesen, "A kernel functions analysis for support vector machines for land cover classification," Int. J. Appl. Earth Obs. Geoinform. 11(5), 352-359 (2009), http://dx.doi.org/10.1016/j.jag.2009.06.002.
    • (2009) Int. J. Appl. Earth Obs. Geoinform. , vol.11 , Issue.5 , pp. 352-359
    • Kavzoglu, T.1    Colkesen, I.2
  • 32
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik, "Support-vector networks," Mach. Learn. 20(3), 273-297 (1995), http://dx.doi.org/10.1007/BF00994018.
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 33
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. J. C. Burges, "A tutorial on support vector machines for pattern recognition," Data Min. Knowl. Disc. 2(2), 121-167 (1998), http://dx.doi.org/10.1023/A:1009715923555.
    • (1998) Data Min. Knowl. Disc. , vol.2 , Issue.2 , pp. 121-167
    • Burges, C.J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.