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Volumn 27, Issue 4, 2006, Pages 737-753

Predicting winter wheat condition, grain yield and protein content using multi-temporal EnviSat-ASAR and Landsat TM satellite images

Author keywords

[No Author keywords available]

Indexed keywords

BACKSCATTERING; BIOMASS; CROPS; FORECASTING; GRAIN (AGRICULTURAL PRODUCT); OPTICAL SENSORS; PROTEINS; REGRESSION ANALYSIS; SATELLITES; SYNTHETIC APERTURE RADAR;

EID: 33645711391     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160500296867     Document Type: Article
Times cited : (101)

References (44)
  • 1
    • 1242265184 scopus 로고    scopus 로고
    • Detecting sugarcane 'orange' disease using EO-1 Hyperion hyperspectral imagery
    • Apan, A. and Held, A. and Phinn, S. and Markley, J. (2004) Detecting sugarcane 'orange' disease using EO-1 Hyperion hyperspectral imagery. International Journal of Remote Sensing, 25, pp. 489-498.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 489-498
    • Apan, A.1    Held, A.2    Phinn, S.3    Markley, J.4
  • 2
    • 0026305589 scopus 로고
    • Potentials and limits of vegetation indices for LAI and APAR assessment
    • Baret, F. and Guyot, G. (1991) Potentials and limits of vegetation indices for LAI and APAR assessment. Remote Sensing of Environment, 35, pp. 161-173.
    • (1991) Remote Sensing of Environment , vol.35 , pp. 161-173
    • Baret, F.1    Guyot, G.2
  • 3
    • 0020421563 scopus 로고
    • The use of large-area spectral data in yield estimation. Remote
    • Barnett, T. L. and Thompson, D. R. (1982) The use of large-area spectral data in yield estimation. Remote Sensing of Environment, 12, pp. 507-518.
    • (1982) Sensing of Environment , vol.12 , pp. 507-518
    • Barnett, T.L.1    Thompson, D.R.2
  • 4
    • 0020824757 scopus 로고
    • Large-area relation of Landsat MSS and NOAA-6 AVHRR spectral data to wheat yields
    • Barnett, T. L. and Thompson, D. R. (1983) Large-area relation of Landsat MSS and NOAA-6 AVHRR spectral data to wheat yields. Remote Sensing of Environment, 13, pp. 77-290.
    • (1983) Remote Sensing of Environment , vol.13 , pp. 77-290
    • Barnett, T.L.1    Thompson, D.R.2
  • 6
    • 0031912414 scopus 로고    scopus 로고
    • Heat-Shock Protein 70 and Dough-Quality Changes Resulting from Heat Stress During Grain Filling in Wheat
    • Blumenthal, C. and Stone, P. J. and Gras, P. W. and Bekes, F. and Clarke, B. and Barlow, E. W. R. and Appels, R. and Wrigley, C. W. (1998) Heat-Shock Protein 70 and Dough-Quality Changes Resulting from Heat Stress During Grain Filling in Wheat. Cereal Chemistry, 75, pp. 43-49.
    • (1998) Cereal Chemistry , vol.75 , pp. 43-49
    • Blumenthal, C.1    Stone, P.J.2    Gras, P.W.3    Bekes, F.4    Clarke, B.5    Barlow, E.W.R.6    Appels, R.7    Wrigley, C.W.8
  • 7
    • 0037057539 scopus 로고    scopus 로고
    • Improving an operational wheat yield model using phonological phase-based Normalized Difference Vegetation Index
    • Boken, V. K. and Shaykewich, C. F. (2002) Improving an operational wheat yield model using phonological phase-based Normalized Difference Vegetation Index. International Journal of Remote Sensing, 23, pp. 4155-4168.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 4155-4168
    • Boken, V.K.1    Shaykewich, C.F.2
  • 8
    • 0026309989 scopus 로고
    • Crop parameter estimation from ground-based X-band (3-cm wave) radar backscattering data
    • Bouman, B. A. M. (1991) Crop parameter estimation from ground-based X-band (3-cm wave) radar backscattering data. Remote Sensing of Environment, 37, pp. 193-205.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 193-205
    • Bouman, B.A.M.1
  • 9
    • 0025586904 scopus 로고
    • Ground-based X-Band (3cm wave) radar backscattering of agricultural crops I. Sugar beet and potato; Backscattering and crop growth
    • Bouman, B. A. M. and Van Kasteren, H. W. J. (1990) Ground-based X-Band (3cm wave) radar backscattering of agricultural crops. I. Sugar beet and potato; Backscattering and crop growth. Remote Sensing of Environment, 34, pp. 93-105.
    • (1990) Remote Sensing of Environment , vol.34 , pp. 93-105
    • Bouman, B.A.M.1    Van Kasteren, H.W.J.2
  • 10
    • 0028983453 scopus 로고
    • Multidate SAR/TM synergism for crop classification in western Canada
    • Brisco, B. and Brown, R. J. (1995) Multidate SAR/TM synergism for crop classification in western Canada. Photogrammetric Engineering and Remote Sensing, 61, pp. 1009-1014.
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , pp. 1009-1014
    • Brisco, B.1    Brown, R.J.2
  • 11
    • 0035031849 scopus 로고    scopus 로고
    • Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density
    • Broge, N. H. and Lebance, E. (2001) Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sensing of Environment, 76, pp. 156-172.
    • (2001) Remote Sensing of Environment , vol.76 , pp. 156-172
    • Broge, N.H.1    Lebance, E.2
  • 12
    • 0026613596 scopus 로고
    • Correlations between X-, C and L-band imagery within an agricultural environment
    • Brown, R. J. and Manore, M. J. and Poirier, S. (1992) Correlations between X-, C and L-band imagery within an agricultural environment. International Journal of Remote Sensing, 13, pp. 1645-1661.
    • (1992) International Journal of Remote Sensing , vol.13 , pp. 1645-1661
    • Brown, R.J.1    Manore, M.J.2    Poirier, S.3
  • 13
    • 0017909137 scopus 로고
    • An evaluation of radar as a crop classifier
    • Bush, T. F. and Ulaby, F. T. (1978) An evaluation of radar as a crop classifier. Remote Sensing of Environment, 7, pp. 15-36.
    • (1978) Remote Sensing of Environment , vol.7 , pp. 15-36
    • Bush, T.F.1    Ulaby, F.T.2
  • 14
    • 0029666683 scopus 로고    scopus 로고
    • Combined Use of Optical and Microwave Remote Sensing Data for Crop Growth Monitoring
    • Clevers, J. G. P. W. and Van Leeuwen, H. J. C. (1996) Combined Use of Optical and Microwave Remote Sensing Data for Crop Growth Monitoring. Remote Sensing of Environment, 56, pp. 42-45.
    • (1996) Remote Sensing of Environment , vol.56 , pp. 42-45
    • Clevers, J.G.P.W.1    Van Leeuwen, H.J.C.2
  • 15
    • 0030238308 scopus 로고    scopus 로고
    • Agricultural crop condition monitoring using airborne C-band synthetic aperture radar in southern Alberta
    • Cloutis, E. A. and Connery, D. R. and Major, D. J. and Dover, F. J. (1996) Agricultural crop condition monitoring using airborne C-band synthetic aperture radar in southern Alberta. International Journal of Remote Sensing, 13, pp. 2565-2577.
    • (1996) International Journal of Remote Sensing , vol.13 , pp. 2565-2577
    • Cloutis, E.A.1    Connery, D.R.2    Major, D.J.3    Dover, F.J.4
  • 17
    • 0028167312 scopus 로고
    • Retrieval of Apparent Surface Reflectance from Aviris Data - A Comparison of Empirical Line, Radiative Transfer, and Spectral Mixture Methods
    • Farrand, W. H. and Singer, R. B. and Merenyi, E. (1994) Retrieval of Apparent Surface Reflectance from Aviris Data - a Comparison of Empirical Line, Radiative Transfer, and Spectral Mixture Methods. Remote Sensing of Environment, 47, pp. 311-321.
    • (1994) Remote Sensing of Environment , vol.47 , pp. 311-321
    • Farrand, W.H.1    Singer, R.B.2    Merenyi, E.3
  • 19
    • 0028166734 scopus 로고
    • The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status
    • Filella, I. and Peñuelas, J. (1994) The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status. International Journal of Remote Sensing, 15, pp. 1459-1470.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 1459-1470
    • Filella, I.1    Peñuelas, J.2
  • 20
    • 0030429663 scopus 로고    scopus 로고
    • NDWI: A normalized difference water index for remote sensing vegetation liquid water from space
    • Gao, B. C. (1996) NDWI: A normalized difference water index for remote sensing vegetation liquid water from space. Remote Sensing of Environment, 58, pp. 257-266.
    • (1996) Remote Sensing of Environment , vol.58 , pp. 257-266
    • Gao, B.C.1
  • 22
    • 0036877134 scopus 로고    scopus 로고
    • Predicting grain yield and protein content in winter wheat and spring barley using repeated canopy reflectance measurements and partial least squares regression
    • Hansen, P. M. and Jørgensen, J. R. and Thomsen, A. (2002) Predicting grain yield and protein content in winter wheat and spring barley using repeated canopy reflectance measurements and partial least squares regression. Journal of Agricultural Science, 139, pp. 307-318.
    • (2002) Journal of Agricultural Science , vol.139 , pp. 307-318
    • Hansen, P.M.1    Jørgensen, J.R.2    Thomsen, A.3
  • 24
    • 0023163595 scopus 로고
    • Influence of different nitrogen and irrigation treatments on spectral reflectance of barley
    • Kleman, J. and Fagerlund, E. (1987) Influence of different nitrogen and irrigation treatments on spectral reflectance of barley. International Journal of Remote Sensing, 21, pp. 1-14.
    • (1987) International Journal of Remote Sensing , vol.21 , pp. 1-14
    • Kleman, J.1    Fagerlund, E.2
  • 26
    • 0003006176 scopus 로고
    • Landsat MSS and TM post-calibration dynamic ranges, exoatmospheric reflectances and at-satellite temperatures
    • Markham, B. L. and Barker, J. L. (1986) Landsat MSS and TM post-calibration dynamic ranges, exoatmospheric reflectances and at-satellite temperatures. EOSAT Landsat Technical Notes, 1, pp. 3-8.
    • (1986) EOSAT Landsat Technical Notes , vol.1 , pp. 3-8
    • Markham, B.L.1    Barker, J.L.2
  • 27
    • 4944235355 scopus 로고    scopus 로고
    • The application of C-band polarimetric SAR for agriculture: A review
    • McNairn, H. and Brisco, B. (2004) The application of C-band polarimetric SAR for agriculture: A review. Canadian Journal of Remote Sensing, 30, pp. 525- 542.
    • (2004) Canadian Journal of Remote Sensing , vol.30
    • McNairn, H.1    Brisco, B.2
  • 29
    • 4944251710 scopus 로고    scopus 로고
    • Applying polarimetric radar imagery for mapping the productivity of wheat crops
    • McNairn, H. and Hochheim, K. and Rabe, N. (2004) Applying polarimetric radar imagery for mapping the productivity of wheat crops. Canadian Journal of Remote Sensing, 30, pp. 517-524.
    • (2004) Canadian Journal of Remote Sensing , vol.30 , pp. 517-524
    • McNairn, H.1    Hochheim, K.2    Rabe, N.3
  • 30
    • 0036148704 scopus 로고    scopus 로고
    • Comparison of ERS-2 SAR and Landsat TM imagery for monitoring agricultural crop and soil conditions
    • Moran, M. S. and Hymer, D. C. and Qi, J. and Kerr, Y. (2002) Comparison of ERS-2 SAR and Landsat TM imagery for monitoring agricultural crop and soil conditions. Remote Sensing of Environment, 79, pp. 243-252.
    • (2002) Remote Sensing of Environment , vol.79 , pp. 243-252
    • Moran, M.S.1    Hymer, D.C.2    Qi, J.3    Kerr, Y.4
  • 31
    • 1942457365 scopus 로고    scopus 로고
    • Effect of Water Stress at Various Growth Stages on Some Quality Characteristics of Winter Wheat
    • Ozturk, A. and Aydin, F. (2004) Effect of Water Stress at Various Growth Stages on Some Quality Characteristics of Winter Wheat. Journal of Agronomy and Crop Science, 190, pp. 93-99.
    • (2004) Journal of Agronomy and Crop Science , vol.190 , pp. 93-99
    • Ozturk, A.1    Aydin, F.2
  • 32
    • 0029199390 scopus 로고
    • Assessment of photosynthetic radiation-use efficiency with spectral reflectance
    • Peñuelas, J. and Filella, I. and Gamon, J. A. (1995) Assessment of photosynthetic radiation-use efficiency with spectral reflectance. New Phytologist, 131, pp. 291-296.
    • (1995) New Phytologist , vol.131 , pp. 291-296
    • Peñuelas, J.1    Filella, I.2    Gamon, J.A.3
  • 33
    • 0027787845 scopus 로고
    • Estimating surface soil moisture and Leaf Area Index of a wheat canopy using a dual-frequency (C and X bands) scatterometer
    • Prévot, L. and Champion, I. and Guyot, G. (1993) Estimating surface soil moisture and Leaf Area Index of a wheat canopy using a dual-frequency (C and X bands) scatterometer. Remote Sensing of Environment, 46, pp. 331-339.
    • (1993) Remote Sensing of Environment , vol.46 , pp. 331-339
    • Prévot, L.1    Champion, I.2    Guyot, G.3
  • 35
    • 33645725993 scopus 로고    scopus 로고
    • Absolute calibration of ASAR level 1 products generated with PF-ASAR
    • ENVI-CLVL-EOPGTN-03-0010 ISSUE 1 Revision 4, ESA-ESRIN, Frascati, Italy
    • Rosich, B. and Meadows, P.(2004) Absolute calibration of ASAR level 1 products generated with PF-ASAR, ENVI-CLVL-EOPGTN-03-0010, Issue 1, Revision 4, ESA-ESRIN, Frascati, Italy. In.
    • (2004)
    • Rosich, B.1    Meadows, P.2
  • 36
    • 0002872223 scopus 로고
    • Monitoring vegetation systems in the Great Plains with ERTS
    • NASA SP-351
    • Rouse Jr., J. W. and Haas, R. H. and Schell, J. A. and Deering, D. W. (1973) Monitoring vegetation systems in the Great Plains with ERTS. Third ERTS Symposium, 1, pp. 309-317. NASA SP-351
    • (1973) Third ERTS Symposium , vol.1 , pp. 309-317
    • Rouse Jr., J.W.1    Haas, R.H.2    Schell, J.A.3    Deering, D.W.4
  • 37
    • 0000486919 scopus 로고
    • Influence of nitrogen fertilizer on the potential bread-baking quality of two wheat cultivars differing in their responses to increasing nitrogen supplies
    • Scheromm, P. and Martin, G. and Bergoin, A. and Autran, J. C. (1992) Influence of nitrogen fertilizer on the potential bread-baking quality of two wheat cultivars differing in their responses to increasing nitrogen supplies. Cereal Chemistry, 69,. 664-670.
    • (1992) Cereal Chemistry , vol.69 , pp. 664-670
    • Scheromm, P.1    Martin, G.2    Bergoin, A.3    Autran, J.C.4
  • 39
    • 0036105111 scopus 로고    scopus 로고
    • Impact of nitrogen and environmental conditions on corn as detected by hyperspectral reflectance
    • Strachan, I. B. and Pattey, E. and Boisvert, J. B. (2002) Impact of nitrogen and environmental conditions on corn as detected by hyperspectral reflectance. Remote Sensing of Environment, 80, pp. 213-224.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 213-224
    • Strachan, I.B.1    Pattey, E.2    Boisvert, J.B.3
  • 40
    • 0031923382 scopus 로고    scopus 로고
    • Classification of multi-temporal SPOT-XS satellite data for mapping rice fields on a West African floodplain
    • Turne, M. D. and Congalton, R. G. (1998) Classification of multi-temporal SPOT-XS satellite data for mapping rice fields on a West African floodplain. International Journal of Remote Sensing, 19, pp. 21-41.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 21-41
    • Turne, M.D.1    Congalton, R.G.2
  • 42
    • 0037430130 scopus 로고    scopus 로고
    • Comparison of sugar beet crop cover estimates from radar and optical data
    • Vyas, S. P. and Steven, M. D. and Jaggard, K. W. and Xu, H. (2003) Comparison of sugar beet crop cover estimates from radar and optical data. International Journal of Remote Sensing, 24, pp. 1071-1082.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 1071-1082
    • Vyas, S.P.1    Steven, M.D.2    Jaggard, K.W.3    Xu, H.4
  • 44
    • 0031956430 scopus 로고    scopus 로고
    • Relationship of nitrogen management to winter wheat yield and grain protein in South Dakota
    • Woodard, H. J. and Bly, A. (1998) Relationship of nitrogen management to winter wheat yield and grain protein in South Dakota. Journal of Plant Nutrition, 21, pp. 217-233.
    • (1998) Journal of Plant Nutrition , vol.21 , pp. 217-233
    • Woodard, H.J.1    Bly, A.2


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