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Volumn 92, Issue , 2014, Pages 112-123

Optimising three-band spectral indices to assess aerial N concentration, N uptake and aboveground biomass of winter wheat remotely in China and Germany

Author keywords

Band selection; Hyperspectral indices; N status; Nitrogen; Precision Farming; Remote sensing

Indexed keywords

ALGORITHMS; BIOMASS; CROPS; ESTIMATION; NITROGEN; REMOTE SENSING;

EID: 84897941582     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2014.03.006     Document Type: Article
Times cited : (66)

References (55)
  • 1
    • 0036259365 scopus 로고    scopus 로고
    • Deriving green crop area index and canopy chlorophyll density of winter wheat from spectral reflectance data
    • Broge N.H., Mortensen J.V. Deriving green crop area index and canopy chlorophyll density of winter wheat from spectral reflectance data. Int. J. Remote Sens. 2002, 81(1):45-57.
    • (2002) Int. J. Remote Sens. , vol.81 , Issue.1 , pp. 45-57
    • Broge, N.H.1    Mortensen, J.V.2
  • 2
    • 80455129996 scopus 로고    scopus 로고
    • Use of the Canopy Chlorophyll Content Index (CCCI) for the remote estimation of wheat nitrogen content in rainfed environments
    • Cammarano D., Fitzgerald G., O'Leary G., Chen D., Basso B., Grace P. Use of the Canopy Chlorophyll Content Index (CCCI) for the remote estimation of wheat nitrogen content in rainfed environments. Agron. J. 2011, 103(6):1597-1603.
    • (2011) Agron. J. , vol.103 , Issue.6 , pp. 1597-1603
    • Cammarano, D.1    Fitzgerald, G.2    O'Leary, G.3    Chen, D.4    Basso, B.5    Grace, P.6
  • 3
    • 0036010880 scopus 로고    scopus 로고
    • Agroecosystems, nitrogen use efficiency, and nitrogen management
    • Cassman K., Doberman G.A., Walters D.T. Agroecosystems, nitrogen use efficiency, and nitrogen management. Ambio 2002, 31(2):132-140.
    • (2002) Ambio , vol.31 , Issue.2 , pp. 132-140
    • Cassman, K.1    Doberman, G.A.2    Walters, D.T.3
  • 5
    • 0035575114 scopus 로고    scopus 로고
    • Planar domain indices: a method for measuring a quality of a single component in two-component pixels
    • Proc. IEEE International Geosciences Remote Sensing Symposium Sydney, Australia, 9-13 July unpaginated CD.
    • Clarke, T.R., Moran, M.S., Barnes, E.M., Pinter Jr., P.J., Qi, J., 2001. Planar domain indices: a method for measuring a quality of a single component in two-component pixels. In: Proc. IEEE International Geosciences Remote Sensing Symposium Sydney, Australia, 9-13 July unpaginated CD.
    • (2001)
    • Clarke, T.R.1    Moran, M.S.2    Barnes, E.M.3    Pinter, P.J.4    Qi, J.5
  • 6
    • 10844226641 scopus 로고    scopus 로고
    • The MERIS terrestrial chlorophyll index
    • Dash J., Curran P.J. The MERIS terrestrial chlorophyll index. Int. J. Remote Sens. 2004, 25(3):5003-5013.
    • (2004) Int. J. Remote Sens. , vol.25 , Issue.3 , pp. 5003-5013
    • Dash, J.1    Curran, P.J.2
  • 7
    • 84861442652 scopus 로고    scopus 로고
    • Validating the MERIS Terrestrial Chlorophyll Index (MTCI) with ground chlorophyll content data at MERIS spatial resolution
    • Dash J., Curran P.J., Tallis M.J., Llewellyn G.M., Taylor G., Snoeij P. Validating the MERIS Terrestrial Chlorophyll Index (MTCI) with ground chlorophyll content data at MERIS spatial resolution. Int. J. Remote Sens. 2010, 31(20):5513-5532.
    • (2010) Int. J. Remote Sens. , vol.31 , Issue.20 , pp. 5513-5532
    • Dash, J.1    Curran, P.J.2    Tallis, M.J.3    Llewellyn, G.M.4    Taylor, G.5    Snoeij, P.6
  • 9
    • 84871991252 scopus 로고    scopus 로고
    • Precision nitrogen management of wheat. A review
    • Diacono M., Rubino P., Montemurro F. Precision nitrogen management of wheat. A review. Agron. Sustain. Dev. 2013, 33(1):219-241.
    • (2013) Agron. Sustain. Dev. , vol.33 , Issue.1 , pp. 219-241
    • Diacono, M.1    Rubino, P.2    Montemurro, F.3
  • 10
    • 34548360492 scopus 로고    scopus 로고
    • Using in-situ measurements to evaluate the new RapidEye satellite series for prediction of wheat nitrogen status
    • Eitel J.U.H., Long D.S., Gessler P.E., Smith A.M.S. Using in-situ measurements to evaluate the new RapidEye satellite series for prediction of wheat nitrogen status. Int. J. Remote Sens. 2007, 28(18):4183-4190.
    • (2007) Int. J. Remote Sens. , vol.28 , Issue.18 , pp. 4183-4190
    • Eitel, J.U.H.1    Long, D.S.2    Gessler, P.E.3    Smith, A.M.S.4
  • 11
    • 56849125511 scopus 로고    scopus 로고
    • Combined spectral index to improve ground-based estimates of nitrogen status in dryland wheat
    • Eitel J.U.H., Long D.S., Gessler P.E., Hunt E.R. Combined spectral index to improve ground-based estimates of nitrogen status in dryland wheat. Agron. J. 2008, 100(6):1694-1702.
    • (2008) Agron. J. , vol.100 , Issue.6 , pp. 1694-1702
    • Eitel, J.U.H.1    Long, D.S.2    Gessler, P.E.3    Hunt, E.R.4
  • 12
    • 34548026535 scopus 로고    scopus 로고
    • Ground-based remote sensing for assessing water and nitrogen status of broccoli
    • El-Shikha D.M., Waller P., Hunsaker D., Clarke T., Barnes E. Ground-based remote sensing for assessing water and nitrogen status of broccoli. Agric. Water Manag. 2007, 92(3):183-193.
    • (2007) Agric. Water Manag. , vol.92 , Issue.3 , pp. 183-193
    • El-Shikha, D.M.1    Waller, P.2    Hunsaker, D.3    Clarke, T.4    Barnes, E.5
  • 14
    • 79961127280 scopus 로고    scopus 로고
    • Comparison of active and passive spectral sensors in discriminating biomass parameters and nitrogen status in wheat cultivars
    • Erdle K., Mistele B., Schmidhalter U. Comparison of active and passive spectral sensors in discriminating biomass parameters and nitrogen status in wheat cultivars. Field Crops Res. 2011, 124(1):74-84.
    • (2011) Field Crops Res. , vol.124 , Issue.1 , pp. 74-84
    • Erdle, K.1    Mistele, B.2    Schmidhalter, U.3
  • 15
    • 84870702335 scopus 로고    scopus 로고
    • Spectral high-throughput assessments of phenotypic differences in biomass and nitrogen partitioning during grain filling of wheat under high yielding Western European conditions
    • Erdle K., Mistele B., Schmidhalter U. Spectral high-throughput assessments of phenotypic differences in biomass and nitrogen partitioning during grain filling of wheat under high yielding Western European conditions. Field Crops Res. 2013, 141(1):16-21.
    • (2013) Field Crops Res. , vol.141 , Issue.1 , pp. 16-21
    • Erdle, K.1    Mistele, B.2    Schmidhalter, U.3
  • 17
    • 77549083823 scopus 로고    scopus 로고
    • Measuring and predicting canopy nitrogen nutrition in wheat using a spectral index-The canopy chlorophyll content index (CCCI)
    • Fitzgerald G.J., Rodriguez D., O'Leary G. Measuring and predicting canopy nitrogen nutrition in wheat using a spectral index-The canopy chlorophyll content index (CCCI). Field Crops Res. 2010, 116(3):318-324.
    • (2010) Field Crops Res. , vol.116 , Issue.3 , pp. 318-324
    • Fitzgerald, G.J.1    Rodriguez, D.2    O'Leary, G.3
  • 18
    • 0141726787 scopus 로고    scopus 로고
    • Quantitative approaches for using color infrared photography for assessing in-season nitrogen status in winter wheat
    • Flowers M., Weisz R., Heiniger R. Quantitative approaches for using color infrared photography for assessing in-season nitrogen status in winter wheat. Agron. J. 2003, 95(5):1189-1200.
    • (2003) Agron. J. , vol.95 , Issue.5 , pp. 1189-1200
    • Flowers, M.1    Weisz, R.2    Heiniger, R.3
  • 19
    • 0029804451 scopus 로고    scopus 로고
    • Signature analysis of leaf reflectance spectra: Algorithm development for remote sensing of chlorophyll
    • Gitelson A.A., Merzlyak M.N. Signature analysis of leaf reflectance spectra: Algorithm development for remote sensing of chlorophyll. J. Plant Physiol. 1996, 148(3-4):494-500.
    • (1996) J. Plant Physiol. , vol.148 , Issue.3-4 , pp. 494-500
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 21
    • 0037473245 scopus 로고    scopus 로고
    • Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation
    • Green D.S., Erickson J.E., Kruger E.L. Foliar morphology and canopy nitrogen as predictors of light-use efficiency in terrestrial vegetation. Agric. For. Meteorol. 2003, 115(3-4):163-171.
    • (2003) Agric. For. Meteorol. , vol.115 , Issue.3-4 , pp. 163-171
    • Green, D.S.1    Erickson, J.E.2    Kruger, E.L.3
  • 22
    • 0036323544 scopus 로고    scopus 로고
    • Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • Haboudane D., John R., Millera J.R., Tremblay N., Zarco-Tejada P.J., Dextraze L. Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sens. Environ. 2002, 81(2-3):416-426.
    • (2002) Remote Sens. Environ. , vol.81 , Issue.2-3 , pp. 416-426
    • Haboudane, D.1    John, R.2    Millera, J.R.3    Tremblay, N.4    Zarco-Tejada, P.J.5    Dextraze, L.6
  • 23
    • 0141792270 scopus 로고    scopus 로고
    • Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression
    • Hansen P.M., Schjoerring J.K. Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression. Remote Sens. Environ. 2003, 86(4):542-553.
    • (2003) Remote Sens. Environ. , vol.86 , Issue.4 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 24
    • 44449085273 scopus 로고    scopus 로고
    • Application of spectral remote sensing for agronomic decisions
    • Hatfield J.L., Gitelson A.A., Schepers J.S., Walthall C.L. Application of spectral remote sensing for agronomic decisions. Agron. J. 2008, 100(3):117-131.
    • (2008) Agron. J. , vol.100 , Issue.3 , pp. 117-131
    • Hatfield, J.L.1    Gitelson, A.A.2    Schepers, J.S.3    Walthall, C.L.4
  • 26
    • 84866038390 scopus 로고    scopus 로고
    • Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements
    • Inoue Y., Sakaiya E., Zhu Y., Takahashi W. Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements. Remote Sens. Environ. 2012, 126:210-221.
    • (2012) Remote Sens. Environ. , vol.126 , pp. 210-221
    • Inoue, Y.1    Sakaiya, E.2    Zhu, Y.3    Takahashi, W.4
  • 27
    • 80052802151 scopus 로고    scopus 로고
    • Calculation of theoretical nitrogen rate for simple nitrogen recommendations in intensive cropping systems: a case study on the North China Plain
    • Ju X.T., Christie P. Calculation of theoretical nitrogen rate for simple nitrogen recommendations in intensive cropping systems: a case study on the North China Plain. Field Crops Res. 2011, 124(3):450-458.
    • (2011) Field Crops Res. , vol.124 , Issue.3 , pp. 450-458
    • Ju, X.T.1    Christie, P.2
  • 29
    • 37149005956 scopus 로고    scopus 로고
    • Estimating N status of winter wheat using a handheld spectrometer in the North China Plain
    • Li F., Gnyp M.L., Jia L., Miao Y., Yu Z., Koppe W., Bareth G., Chen X., Zhang F. Estimating N status of winter wheat using a handheld spectrometer in the North China Plain. Field Crops Res. 2008, 106(1):77-85.
    • (2008) Field Crops Res. , vol.106 , Issue.1 , pp. 77-85
    • Li, F.1    Gnyp, M.L.2    Jia, L.3    Miao, Y.4    Yu, Z.5    Koppe, W.6    Bareth, G.7    Chen, X.8    Zhang, F.9
  • 30
    • 77954145922 scopus 로고    scopus 로고
    • Evaluating hyperspectral vegetation indices for estimating nitrogen concentration of winter wheat at different growth stages
    • Li F., Miao Y., Hennig S., Gnyp M., Chen X., Jia L., Bareth G. Evaluating hyperspectral vegetation indices for estimating nitrogen concentration of winter wheat at different growth stages. Precision Agric. 2010, 11(4):335-357.
    • (2010) Precision Agric. , vol.11 , Issue.4 , pp. 335-357
    • Li, F.1    Miao, Y.2    Hennig, S.3    Gnyp, M.4    Chen, X.5    Jia, L.6    Bareth, G.7
  • 31
    • 84867743726 scopus 로고    scopus 로고
    • Remotely estimating aerial N status of phenologically differing winter wheat cultivars grown in contrasting climatic and geographic zones in China and Germany
    • Li F., Mistele B., Hu Y., Yue X., Yue S., Miao Y., Chen X., Cui Z., Meng Q., Schmidhalter U. Remotely estimating aerial N status of phenologically differing winter wheat cultivars grown in contrasting climatic and geographic zones in China and Germany. Field Crops Res. 2012, 138:21-32.
    • (2012) Field Crops Res. , vol.138 , pp. 21-32
    • Li, F.1    Mistele, B.2    Hu, Y.3    Yue, X.4    Yue, S.5    Miao, Y.6    Chen, X.7    Cui, Z.8    Meng, Q.9    Schmidhalter, U.10
  • 32
    • 84879441855 scopus 로고    scopus 로고
    • Comparing hyperspectral index optimization algorithms to estimate aerial N uptake using multi-temporal winter wheat datasets from contrasting climatic and geographic zones in China and Germany
    • Li F., Mistele B., Hu Y., Chen X., Schmidhalter U. Comparing hyperspectral index optimization algorithms to estimate aerial N uptake using multi-temporal winter wheat datasets from contrasting climatic and geographic zones in China and Germany. Agric. For. Meteorol. 2013, 180:44-57.
    • (2013) Agric. For. Meteorol. , vol.180 , pp. 44-57
    • Li, F.1    Mistele, B.2    Hu, Y.3    Chen, X.4    Schmidhalter, U.5
  • 33
    • 77749264682 scopus 로고    scopus 로고
    • Tractor-based quadrilateral spectral reflectance measurements to detect biomass and total aerial nitrogen in winter wheat
    • Mistele B., Schmidhalter U. Tractor-based quadrilateral spectral reflectance measurements to detect biomass and total aerial nitrogen in winter wheat. Agron. J. 2010, 102(2):499-506.
    • (2010) Agron. J. , vol.102 , Issue.2 , pp. 499-506
    • Mistele, B.1    Schmidhalter, U.2
  • 35
    • 79959587990 scopus 로고    scopus 로고
    • Application of chlorophyll-related vegetation indices for remote estimation of maize productivity
    • Peng Y., Gitelson A.A. Application of chlorophyll-related vegetation indices for remote estimation of maize productivity. Agric. For. Meteorol. 2011, 151(9):1267-1276.
    • (2011) Agric. For. Meteorol. , vol.151 , Issue.9 , pp. 1267-1276
    • Peng, Y.1    Gitelson, A.A.2
  • 36
    • 84862992229 scopus 로고    scopus 로고
    • Rapid estimation of canopy nitrogen of cereal crops at paddock scale using a Canopy Chlorophyll Content Index
    • Perry E.M., Fitzgerald G.J., Nuttall J.G., O'Leary G.J., Schulthess U., Whitlock A. Rapid estimation of canopy nitrogen of cereal crops at paddock scale using a Canopy Chlorophyll Content Index. Field Crops Res. 2012, 134:158-164.
    • (2012) Field Crops Res. , vol.134 , pp. 158-164
    • Perry, E.M.1    Fitzgerald, G.J.2    Nuttall, J.G.3    O'Leary, G.J.4    Schulthess, U.5    Whitlock, A.6
  • 37
  • 38
    • 0036741044 scopus 로고    scopus 로고
    • Narrow-waveband reflectance ratios for remote estimation of nitrogen status in cotton
    • Read J.J., Tarpley L., McKinion J.M., Reddy K.R. Narrow-waveband reflectance ratios for remote estimation of nitrogen status in cotton. J. Environ. Qual. 2002, 31(5):1442-1452.
    • (2002) J. Environ. Qual. , vol.31 , Issue.5 , pp. 1442-1452
    • Read, J.J.1    Tarpley, L.2    McKinion, J.M.3    Reddy, K.R.4
  • 39
    • 58149521241 scopus 로고    scopus 로고
    • Optimization of Crop Canopy Sensor Placement for Measuring Nitrogen Status in Corn
    • Roberts D.F., Adamchuk V.I., Shanahan J.F., Ferguson R.B., Schepers J.S. Optimization of Crop Canopy Sensor Placement for Measuring Nitrogen Status in Corn. Agron. J. 2009, 101(1):140-149.
    • (2009) Agron. J. , vol.101 , Issue.1 , pp. 140-149
    • Roberts, D.F.1    Adamchuk, V.I.2    Shanahan, J.F.3    Ferguson, R.B.4    Schepers, J.S.5
  • 40
    • 33746218127 scopus 로고    scopus 로고
    • Detection of nitrogen deficiency in wheat from spectral reflectance indices and basic crop ecobiophysiological concepts
    • Rodriguez D., Fitzgerald G.J., Belford R., Christensen L. Detection of nitrogen deficiency in wheat from spectral reflectance indices and basic crop ecobiophysiological concepts. Aust. J. Agric. Res. 2006, 57(7):781-789.
    • (2006) Aust. J. Agric. Res. , vol.57 , Issue.7 , pp. 781-789
    • Rodriguez, D.1    Fitzgerald, G.J.2    Belford, R.3    Christensen, L.4
  • 41
    • 68149107689 scopus 로고    scopus 로고
    • Strategies to make use of plant sensors-based diagnostic information for nitrogen recommendations
    • Samborski S.M., Tremblay N., Fallon E. Strategies to make use of plant sensors-based diagnostic information for nitrogen recommendations. Agron. J. 2009, 101(4):800-816.
    • (2009) Agron. J. , vol.101 , Issue.4 , pp. 800-816
    • Samborski, S.M.1    Tremblay, N.2    Fallon, E.3
  • 42
    • 0027132248 scopus 로고
    • Spring nitrogen on winter wheat. II: A fl exible multicomponent rate recommendation system
    • Scharf P.C., Alley M.M. Spring nitrogen on winter wheat. II: A fl exible multicomponent rate recommendation system. Agron. J.urnal 1993, 85(6):1186-1192.
    • (1993) Agron. J.urnal , vol.85 , Issue.6 , pp. 1186-1192
    • Scharf, P.C.1    Alley, M.M.2
  • 43
    • 0027136946 scopus 로고
    • Spring nitrogen on winter wheat: I. Farmer-field validation of tissue test-based rate recommendations
    • Scharf P.C., Alley M.M., Lei Y.Z. Spring nitrogen on winter wheat: I. Farmer-field validation of tissue test-based rate recommendations. Agron. J. 1993, 85(6):1181-1186.
    • (1993) Agron. J. , vol.85 , Issue.6 , pp. 1181-1186
    • Scharf, P.C.1    Alley, M.M.2    Lei, Y.Z.3
  • 44
    • 23844509974 scopus 로고    scopus 로고
    • Development of a quick on-farm test to determine nitrate levels in soil
    • Schmidhalter U. Development of a quick on-farm test to determine nitrate levels in soil. J. Plant Nutr. Soil Sci. 2005, 168:432-438.
    • (2005) J. Plant Nutr. Soil Sci. , vol.168 , pp. 432-438
    • Schmidhalter, U.1
  • 47
    • 0036330345 scopus 로고    scopus 로고
    • Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages
    • Sims D.A., Gamon J.A. Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages. Remote Sens. Environ. 2002, 81(2-3):337-354.
    • (2002) Remote Sens. Environ. , vol.81 , Issue.2-3 , pp. 337-354
    • Sims, D.A.1    Gamon, J.A.2
  • 48
    • 44449178229 scopus 로고    scopus 로고
    • Active sensor reflectance measurements of corn nitrogen status and yield potential
    • Solari F., Shanahan J., Ferguson R., Schepers J., Gitelson A.A. Active sensor reflectance measurements of corn nitrogen status and yield potential. Agron. J. 2008, 100(3):571-579.
    • (2008) Agron. J. , vol.100 , Issue.3 , pp. 571-579
    • Solari, F.1    Shanahan, J.2    Ferguson, R.3    Schepers, J.4    Gitelson, A.A.5
  • 49
    • 76049128596 scopus 로고    scopus 로고
    • Monitoring canopy biophysical and biochemical parameters in ecosystem scale using satellite hyperspectral imagery: an application on a Phlomis fruticosa Mediterranean ecosystem using multiangular CHRIS/PROBA observations
    • Stagakis S., Markos N., Sykioti O., Kyparissis A. Monitoring canopy biophysical and biochemical parameters in ecosystem scale using satellite hyperspectral imagery: an application on a Phlomis fruticosa Mediterranean ecosystem using multiangular CHRIS/PROBA observations. Remote Sens. Environ. 2010, 114(5):977-994.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.5 , pp. 977-994
    • Stagakis, S.1    Markos, N.2    Sykioti, O.3    Kyparissis, A.4
  • 50
    • 58349105791 scopus 로고    scopus 로고
    • Plant nitrogen concentration in paddy rice from field canopy hyperspectral radiometry
    • Stroppiana D., Boschetti M., Brivio P.A., Bocchi S. Plant nitrogen concentration in paddy rice from field canopy hyperspectral radiometry. Field Crops Res. 2009, 111(1-2):119-129.
    • (2009) Field Crops Res. , vol.111 , Issue.1-2 , pp. 119-129
    • Stroppiana, D.1    Boschetti, M.2    Brivio, P.A.3    Bocchi, S.4
  • 51
    • 0034530301 scopus 로고    scopus 로고
    • Reflectance indices with precision and accuracy in predicting cotton leaf nitrogen concentration
    • Tarpley L., Raja Reddy K., Sassenrath-Cole G.F. Reflectance indices with precision and accuracy in predicting cotton leaf nitrogen concentration. Crop Sci. 2000, 40(6):1814-1819.
    • (2000) Crop Sci. , vol.40 , Issue.6 , pp. 1814-1819
    • Tarpley, L.1    Raja Reddy, K.2    Sassenrath-Cole, G.F.3
  • 52
    • 78650175444 scopus 로고    scopus 로고
    • Assessing newly developed and published vegetation indices for estimating rice leaf nitrogen concentration with ground- and space-based hyperspectral reflectance
    • Tian Y.C., Yao X., Yang J., Cao W.X., Hannaway D.B., Zhu Y. Assessing newly developed and published vegetation indices for estimating rice leaf nitrogen concentration with ground- and space-based hyperspectral reflectance. Field Crops Res. 2011, 120(2):299-310.
    • (2011) Field Crops Res. , vol.120 , Issue.2 , pp. 299-310
    • Tian, Y.C.1    Yao, X.2    Yang, J.3    Cao, W.X.4    Hannaway, D.B.5    Zhu, Y.6
  • 54
    • 84862826924 scopus 로고    scopus 로고
    • Estimating leaf nitrogen concentration with three-band vegetation indices in rice and wheat
    • Wang W., Yao X., Yao X.F., Tian Y.C., Liu X.J., Ni J., Cao W.X., Zhu Y. Estimating leaf nitrogen concentration with three-band vegetation indices in rice and wheat. Field Crops Res. 2012, 129:90-98.
    • (2012) Field Crops Res. , vol.129 , pp. 90-98
    • Wang, W.1    Yao, X.2    Yao, X.F.3    Tian, Y.C.4    Liu, X.J.5    Ni, J.6    Cao, W.X.7    Zhu, Y.8
  • 55
    • 84874562558 scopus 로고    scopus 로고
    • Remotely detecting canopy nitrogen concentration and uptake of paddy rice in the Northeast China Plain
    • Yu K., Li F., Gnyp M.L., Miao Y.X., Bareth G., Chen X.P. Remotely detecting canopy nitrogen concentration and uptake of paddy rice in the Northeast China Plain. ISPRS J. Photogramm. Remote Sens. 2013, 78:102-115.
    • (2013) ISPRS J. Photogramm. Remote Sens. , vol.78 , pp. 102-115
    • Yu, K.1    Li, F.2    Gnyp, M.L.3    Miao, Y.X.4    Bareth, G.5    Chen, X.P.6


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