메뉴 건너뛰기




Volumn 21, Issue 3, 2011, Pages 322-333

Crop classification using MODIS NDVI data denoised by Wavelet: A case study in Hebei Plain, China

Author keywords

Crop land classification; Moderate Resolution Imaging Spectroradiometer (MODIS); Noise reduction; Normalized Difference Vegetation Index (NDVI); Remote sensing imagery

Indexed keywords

CROP; INTERPOLATION; LAND CLASSIFICATION; LANDSAT; MODIS; NDVI; REMOTE SENSING; SATELLITE DATA; TIME SERIES ANALYSIS; WAVELET ANALYSIS; WHEAT;

EID: 80955143644     PISSN: 10020063     EISSN: 1993064X     Source Type: Journal    
DOI: 10.1007/s11769-011-0472-2     Document Type: Article
Times cited : (28)

References (39)
  • 1
    • 0035922013 scopus 로고    scopus 로고
    • Tropical forest mapping from coarse spatial resolution satellite data: Production and accuracy assessment issues
    • Achard F E H, Mayaux P, 2001. Tropical forest mapping from coarse spatial resolution satellite data: Production and accuracy assessment issues. International Journal of Remote Sensing, 22(14): 2741-2762. doi: 10.1080/01431160120548 (Pubitemid 32863569)
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.14 , pp. 2741-2762
    • Achard, F.1    Eva, H.2    Mayaux, P.3
  • 3
    • 20944440113 scopus 로고    scopus 로고
    • GLC2000: A new approach to global land cover mapping from earth observation data
    • DOI 10.1080/01431160412331291297
    • Bartholome E, Belward A, 2005. GLC2000: A new approach to global land cover mapping from Earth observation data. International Journal of Remote Sensing, 26(9): 1959-1977. doi: 10.1080/01431160412331291297 (Pubitemid 40869762)
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.9 , pp. 1959-1977
    • Bartholome, E.1    Belward, A.S.2
  • 4
    • 31344451662 scopus 로고    scopus 로고
    • Improved monitoring of vegetation dynamics at very high latitudes: A new method using MODIS NDVI
    • DOI 10.1016/j.rse.2005.10.021, PII S0034425705003640
    • Beck P, Atzberer C, Høgda K et al., 2006. Improved monitoring of vegetation dynamics at very high latitudes: A new method using MODIS NDVI. Remote Sensing of Environment, 100(3): 321-334. doi: 10.1016/j.rse.2005.10.021 (Pubitemid 43145873)
    • (2006) Remote Sensing of Environment , vol.100 , Issue.3 , pp. 321-334
    • Beck, P.S.A.1    Atzberger, C.2    Hogda, K.A.3    Johansen, B.4    Skidmore, A.K.5
  • 5
    • 2342630687 scopus 로고    scopus 로고
    • Land cover characterization of Temperate East Asia using multi-temporal VEGETATION sensor data
    • DOI 10.1016/j.rse.2004.01.016, PII S0034425704000422
    • Boles S, Xiao X, Liu J et al., 2004. Land cover characterization of Temperate East Asia using multi-temporal VEGETATION sensor data. Remote Sensing of Environment, 90(4): 477-489. doi: 10.1016/j.rse.2004.01.016 (Pubitemid 38583634)
    • (2004) Remote Sensing of Environment , vol.90 , Issue.4 , pp. 477-489
    • Boles, S.H.1    Xiao, X.2    Liu, J.3    Zhang, Q.4    Munkhtuya, S.5    Chen, S.6    Ojima, D.7
  • 6
    • 37749050345 scopus 로고    scopus 로고
    • Fourier analysis of historical NOAA time series data to estimate bimodal agriculture
    • doi: 10.1080/01431160601086043
    • Canisius F, Turral H, Molden D, 2007. Fourier analysis of historical NOAA time series data to estimate bimodal agriculture. International Journal of Remote Sensing, 28(24): 5503-5522. doi: 10.1080/01431160601086043
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.24 , pp. 5503-5522
    • Canisius, F.1    Turral, H.2    Molden, D.3
  • 9
    • 2942739366 scopus 로고    scopus 로고
    • A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter
    • DOI 10.1016/j.rse.2004.03.014, PII S003442570400080X
    • Chen J, Jonsson P, Tamura M et al., 2004. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter. Remote Sensing of Environment, 91(3-4): 332-344. doi: 10.1016/j.rse.2004.03.014 (Pubitemid 38791552)
    • (2004) Remote Sensing of Environment , vol.91 , Issue.3-4 , pp. 332-344
    • Chen, J.1    Jonsson, P.2    Tamura, M.3    Gu, Z.4    Matsushita, B.5    Eklundh, L.6
  • 12
    • 38049035787 scopus 로고    scopus 로고
    • Wavelet analysis of MODIS time series to detect expansion and intensification of row-crop agriculture in Brazil
    • doi: 10.1016/j.rse.2007.05.017
    • Galford G, Mustard J, Melillo J et al., 2008. Wavelet analysis of MODIS time series to detect expansion and intensification of row-crop agriculture in Brazil. Remote Sensing of Environment, 112(5): 576-587. doi: 10.1016/j.rse.2007.05.017
    • (2008) Remote Sensing of Environment , vol.112 , Issue.5 , pp. 576-587
    • Galford, G.1    Mustard, J.2    Melillo, J.3
  • 13
    • 56949107790 scopus 로고    scopus 로고
    • Noise reduction of NDVI time series: An empirical comparison of selected techniques
    • doi: 10.1016/j.rse.2008.09.003
    • Hird J, Mcdermid G, 2009. Noise reduction of NDVI time series: An empirical comparison of selected techniques. Remote Sensing of Environment, 113(1): 248-258. doi: 10.1016/j.rse.2008.09.003
    • (2009) Remote Sensing of Environment , vol.113 , Issue.1 , pp. 248-258
    • Hird, J.1    McDermid, G.2
  • 16
    • 0036699946 scopus 로고    scopus 로고
    • Seasonality extraction by function fitting to time-series of satellite sensor data
    • DOI 10.1109/TGRS.2002.802519, PII 1011092002802519
    • Jönsson P, Eklundh L, 2002. Seasonality extraction by function-fitting to time series of satellite sensor data. IEEE Transactions on Geoscience and Remote Sensing, 40(8): 1824-1832. doi: 10.1109/TGRS.2002.802519 (Pubitemid 35170402)
    • (2002) IEEE Transactions on Geoscience and Remote Sensing , vol.40 , Issue.8 , pp. 1824-1832
    • Jonsson, P.1    Eklundh, L.2
  • 17
    • 74149086793 scopus 로고    scopus 로고
    • Comparison of cloud-reconstruction methods for time series of composite NDVI data
    • doi: 10.1016/j.rse. 2009.11.001
    • Julien Y, Sobrino J A, 2010. Comparison of cloud-reconstruction methods for time series of composite NDVI data. Remote Sensing of Environment, 114(3): 618-625. doi: 10.1016/j.rse. 2009.11.001
    • (2010) Remote Sensing of Environment , vol.114 , Issue.3 , pp. 618-625
    • Julien, Y.1    Sobrino, J.A.2
  • 18
    • 0034885637 scopus 로고    scopus 로고
    • Groundwater exploitation and its impact on the environment in the North China Plain
    • Liu C M, Yu J J, Kendy E, 2001. Groundwater exploitation and its impact on the environment in the North China Plain. Water International, 26(2): 265-272. doi: 10.1080/02508060108686913 (Pubitemid 32778904)
    • (2001) Water International , vol.26 , Issue.2 , pp. 265-272
    • Changming, L.1    Jingjie, Y.2    Kendy, E.3
  • 19
    • 5044236302 scopus 로고    scopus 로고
    • Cropland distributions from temporal unmixing of MODIS data
    • DOI 10.1016/j.rse.2004.08.002, PII S0034425704002408
    • Lobell D, Asner G, 2004. Cropland distributions from temporal unmixing of MODIS data. Remote Sensing of Environment, 93(3): 412-422. doi: 10.1016/j.rse.2004.08.002 (Pubitemid 39333158)
    • (2004) Remote Sensing of Environment , vol.93 , Issue.3 , pp. 412-422
    • Lobell, D.B.1    Asner, G.P.2
  • 20
    • 0037768283 scopus 로고    scopus 로고
    • Land cover mapping in support of LAI and FPAR retrievals from EOS-MODIS and MISR: Classification methods and sensitivities to errors
    • DOI 10.1080/01431160210154858
    • Lotsch A, Tian Y, Friedl M et al., 2003. Land cover mapping in support of LAI and FPAR retrievals from EOS-MODIS and MISR: Classification methods and sensitivities to errors. International Journal of Remote Sensing, 24(10): 1997-2016. doi: 10.1080/01431160210154858 (Pubitemid 36608254)
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.10 , pp. 1997-2016
    • Lotsch, A.1    Tian, Y.2    Friedl, M.A.3    Myneni, R.B.4
  • 21
    • 0035840356 scopus 로고    scopus 로고
    • Filtering Pathfinder AVHRR Land NDVI data for Australia
    • Lovell J L, Graetz R D, 2001. Filtering pathfinder AVHRR land NDVI data for Australia. International Journal of Remote Sensing, 22(13): 2649-2654. doi: 10.1080/01431160116874 (Pubitemid 32760710)
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.13 , pp. 2649-2654
    • Lovell, J.L.1    Graetz, R.D.2
  • 22
    • 35148836268 scopus 로고    scopus 로고
    • Removal of noise by wavelet method to generate high quality temporal data of terrestrial MODIS products
    • Lu X, Liu R, Liu J et al., 2007. Removal of noise by wavelet method to generate high quality temporal data of terrestrial MODIS products. Photogrammetric Engineering and Remote Sensing, 73(10): 1129-1139. (Pubitemid 47548268)
    • (2007) Photogrammetric Engineering and Remote Sensing , vol.73 , Issue.10 , pp. 1129-1139
    • Lu, X.1    Liu, R.2    Liu, J.3    Liang, S.4
  • 23
    • 33750343655 scopus 로고    scopus 로고
    • Land-cover change detection using multi-temporal MODIS NDVI data
    • DOI 10.1016/j.rse.2006.06.018, PII S0034425706002549
    • Lunetta R, Knight J, Ediriwickrema J et al., 2006. Land-cover change detection using multi-temporal MODIS NDVI data. Remote Sensing of Environment, 105(2): 142-154. doi: 10.1016/j.rse.2006.06.018 (Pubitemid 44634591)
    • (2006) Remote Sensing of Environment , vol.105 , Issue.2 , pp. 142-154
    • Lunetta, R.S.1    Knight, J.F.2    Ediriwickrema, J.3    Lyon, J.G.4    Worthy, L.D.5
  • 24
    • 33646039347 scopus 로고    scopus 로고
    • Reconstructing pathfinder AVHRR land NDVI time-series data for the Northwest of China
    • doi: 10.1016/j.asr.2005.08.037
    • Ma M, Veroustraete F, 2006. Reconstructing pathfinder AVHRR land NDVI time-series data for the Northwest of China. Advances in Space Research, 37(4): 835-840. doi: 10.1016/j.asr.2005.08.037
    • (2006) Advances in Space Research , vol.37 , Issue.4 , pp. 835-840
    • Ma, M.1    Veroustraete, F.2
  • 25
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • doi: 10.1109/34.192463
    • Mallat S, 1989. A theory for multiresolution signal decomposition: The wavelet representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(7): 674-693. doi: 10.1109/34.192463
    • (1989) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.1
  • 26
    • 0034032510 scopus 로고    scopus 로고
    • Reconstructing cloudfree NDVI composites using Fourier analysis of time series
    • Roerink G J, Menenti M, Verhoef W, 2000. Reconstructing cloud free NDVI composites using Fourier analysis of time series. International Journal of Remote Sensing, 21(9): 1911-1917. doi: 10.1080/014311600209814 (Pubitemid 30325293)
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.9 , pp. 1911-1917
    • Roerink, G.J.1    Menenti, M.2    Verhoef, W.3
  • 28
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • doi: 10.1021/ac60214a047
    • Savitzky A, Golay M J E, 1964. Smoothing and differentiation of data by simplified least squares procedures. Analytical Chemistry, 36(8): 1627-1639. doi: 10.1021/ac60214a047
    • (1964) Analytical Chemistry , vol.36 , Issue.8 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 29
    • 0028586459 scopus 로고
    • A global 1° by 1° NDVI data set for global studies. Part 2: The generation of global fields of terrestrial biophysical parameters from the NDVI
    • doi: 10.1080/01431169408954343
    • Sellers P, Tucker C, Collatz G et al., 1994. A global 1° by 1° NDVI data set for global studies. Part 2: The generation of global fields of terrestrial biophysical parameters from the NDVI. International Journal of Remote Sensing, 15(17): 3519-3545. doi: 10.1080/01431169408954343
    • (1994) International Journal of Remote Sensing , vol.15 , Issue.17 , pp. 3519-3545
    • Sellers, P.1    Tucker, C.2    Collatz, G.3
  • 31
    • 80955143508 scopus 로고    scopus 로고
    • USGS (U.S. Geological Survey) Available at: (accessed 20 March 2009)
    • USGS (U.S. Geological Survey) 2009. Land processes distributed active archive center (LP DAAC) Available at: https: //lpdaac.usgs.gov/lpdaac/get-data/ data-pool (accessed 20 March 2009).
    • (2009) Land Processes Distributed Active Archive Center (LP DAAC)
  • 32
    • 0026613587 scopus 로고
    • The best index slope extraction (BISE): A method for reducing noise in NDVI time-series
    • doi: 10.1080/01431169208904212
    • Viovy N, Arino O, Belward A S, 1992. The best index slope extraction (BISE): A method for reducing noise in NDVI time-series. International Journal of Remote Sensing, 13(8): 1585-1590. doi: 10.1080/01431169208904212
    • (1992) International Journal of Remote Sensing , vol.13 , Issue.8 , pp. 1585-1590
    • Viovy, N.1    Arino, O.2    Belward, A.S.3
  • 33
    • 39749173163 scopus 로고    scopus 로고
    • Large-area crop mapping using time-series MODIS 250m NDVI data: An assessment for the U.S. Central Great Plains
    • DOI 10.1016/j.rse.2007.07.019, PII S0034425707003458
    • Wardlow B, Egbert S, 2008. Large-area crop mapping using time-series MODIS 250 m NDVI data: An assessment for the US Central Great Plains. Remote Sensing of Environment, 112(3): 1096-1116. doi: 10.1016/j.rse.2007.07.019 (Pubitemid 351296248)
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 1096-1116
    • Wardlow, B.D.1    Egbert, S.L.2
  • 34
    • 34247523027 scopus 로고    scopus 로고
    • Analysis of time-series MODIS 250m vegetation index data for crop classification in the U.S. Central Great Plains
    • DOI 10.1016/j.rse.2006.11.021, PII S0034425706004949
    • Wardlow B, Egbert S, Kastens J, 2007. Analysis of time-series MODIS 250 m vegetation index data for crop classification in the US Central Great Plains. Remote Sensing of Environment, 108(3): 290-310. doi: 10.1016/j.rse.2006.11.021 (Pubitemid 46669605)
    • (2007) Remote Sensing of Environment , vol.108 , Issue.3 , pp. 290-310
    • Wardlow, B.D.1    Egbert, S.L.2    Kastens, J.H.3
  • 35
    • 3242711291 scopus 로고    scopus 로고
    • Mapping regional land cover with MODIS data for biological conservation: Examples from the Greater Yellowstone Ecosystem, USA and Pará State, Brazil
    • DOI 10.1016/j.rse.2004.05.002, PII S0034425704001397
    • Wessels K, Fries D R, Dempewolf J et al., 2004. Mapping regional land cover with MODIS data for biological conservation: Examples from the Greater Yellowstone Ecosystem, USA and Pará State, Brazil. Remote Sensing of Environment, 92(1): 67-83. doi: 10.1016/j.rse.2004.05.002 (Pubitemid 38946717)
    • (2004) Remote Sensing of Environment , vol.92 , Issue.1 , pp. 67-83
    • Wessels, K.J.1    De Fries, R.S.2    Dempewolf, J.3    Anderson, L.O.4    Hansen, A.J.5    Powell, S.L.6    Moran, E.F.7
  • 36
    • 41549166923 scopus 로고    scopus 로고
    • Comparison of MODIS and Landsat TM5 images for mapping tempo-spatial dynamics of Secchi disk depths in Poyang Lake National Nature Reserve, China
    • DOI 10.1080/01431160701422254, PII 791718450
    • Wu G, De Leeuw J, Skidmore A et al., 2008. Comparison of MODIS and Landsat TM5 images for mapping tempo-spatial dynamics of Secchi disk depths in Poyang Lake National Nature Reserve, China. International Journal of Remote Sensing, 29(8): 2183-2198. doi: 10.1080/01431160701422254 (Pubitemid 351460568)
    • (2008) International Journal of Remote Sensing , vol.29 , Issue.8 , pp. 2183-2198
    • Wu, G.1    De Leeuw, J.2    Skidmore, A.3    Prins, H.4    Liu, Y.5
  • 37
    • 0037333517 scopus 로고    scopus 로고
    • Sensitivity of vegetation indices to atmospheric aerosols: Continental-scale observations in Northern Asia
    • DOI 10.1016/S0034-4257(02)00129-3, PII S0034425702001293
    • Xiao X, Braswell B, Zhang Q et al., 2003. Sensitivity of vegetation indices to atmospheric aerosols: Continental-scale observations in Northern Asia. Remote Sensing of Environment, 84(3): 385-392. doi: 10.1016/S0034-4257(02) 00129-3 (Pubitemid 36290244)
    • (2003) Remote Sensing of Environment , vol.84 , Issue.3 , pp. 385-392
    • Xiao, X.1    Braswell, B.2    Zhang, Q.3    Boles, S.4    Frolking, S.5    Moore III, B.6
  • 38
    • 54849406874 scopus 로고    scopus 로고
    • Crop discrimination in Northern China with double cropping systems using Fourier analysis of time-series MODIS data
    • doi: 10.1016/j.jag.2007.11.002
    • Zhang M W, Zhou Q B, Chen Z X et al., 2008. Crop discrimination in Northern China with double cropping systems using Fourier analysis of time-series MODIS data. International Journal of Applied Earth Observations and Geoinformation, 10(4): 476-485. doi: 10.1016/j.jag.2007.11.002
    • (2008) International Journal of Applied Earth Observations and Geoinformation , vol.10 , Issue.4 , pp. 476-485
    • Zhang, M.W.1    Zhou, Q.B.2    Chen, Z.X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.