메뉴 건너뛰기




Volumn 27, Issue 9, 2011, Pages 75-80

Remote detection of wheat grain protein content using nitrogen nutrition index

Author keywords

Grain protein content; Hyperspectral index; Nitrogen nutrition index; Remote sensing; Winter wheat

Indexed keywords

EARLY DETECTION; FIELD CAMPAIGN; FIELD MANAGEMENT; GRAIN PROTEIN CONTENTS; GROWTH STAGES; HYPERSPECTRAL; NITROGEN NUTRITION; NITROGEN NUTRITION INDEX; PREDICTION MODEL; PRINCIPAL COMPONENT REGRESSION; RELATIVE ERRORS; REMOTE DETECTION; REMOTE SENSING DATA; REMOTE SENSING TECHNOLOGY; ROOT MEAN SQUARE ERRORS; WHEAT GRAINS; WINTER WHEAT;

EID: 80053987638     PISSN: 10026819     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.1002-6819.2011.09.015     Document Type: Article
Times cited : (12)

References (36)
  • 1
    • 63549094134 scopus 로고    scopus 로고
    • Research progress in wheat grain protein content monitoring using remote sensing
    • in Chinese
    • Li Shaokun, Tan Haizhen, Wang Keru, et al. Research progress in wheat grain protein content monitoring using remote sensing[J]. Transactions of the CSAE, 2009, 25(2): 302-307. (in Chinese with English abstract)
    • (2009) Transactions of the CSAE , vol.25 , Issue.2 , pp. 302-307
    • Li, S.1    Tan, H.2    Wang, K.3
  • 2
    • 79959582611 scopus 로고    scopus 로고
    • Progress of remote sensing monitoring and forecasting crop quality
    • in Chinese
    • Wang Jihua, Li Cunjun, Liu Liangyun, et al. Progress of remote sensing monitoring and forecasting crop quality[J]. Scientia Agricultura Sinica, 2008, 41(9): 2633-2640. (in Chinese with English abstract)
    • (2008) Scientia Agricultura Sinica , vol.41 , Issue.9 , pp. 2633-2640
    • Wang, J.1    Li, C.2    Liu, L.3
  • 3
    • 80053971270 scopus 로고    scopus 로고
    • Chinese source
    • 2006-08.
    • (2006) , vol.8
  • 4
    • 0037921636 scopus 로고    scopus 로고
    • Classification on Chinese wheat regions based on quality
    • in Chinese
    • He Zhonghu, Lin Zuoji, Wang Longjun, et al. Classification on Chinese wheat regions based on quality[J]. Scientia Agricultura Sinica, 2002, 35(4): 359-364. (in Chinese with English abstract)
    • (2002) Scientia Agricultura Sinica , vol.35 , Issue.4 , pp. 359-364
    • He, Z.1    Lin, Z.2    Wang, L.3
  • 5
    • 1842431418 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture
    • Haboudane D, Miller J R, Pattey E, et al. Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture[J]. Remote Sens Environ, 2004, 90(3): 337-352.
    • (2004) Remote Sens Environ , vol.90 , Issue.3 , pp. 337-352
    • Haboudane, D.1    Miller, J.R.2    Pattey, E.3
  • 6
    • 77954819594 scopus 로고    scopus 로고
    • New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat
    • Chen P, Haboudane D, Tremblay N, et al. New spectral indicator assessing the efficiency of crop nitrogen treatment in corn and wheat[J]. Remote Sens Environ, 2010, 114(9): 1987-1997.
    • (2010) Remote Sens Environ , vol.114 , Issue.9 , pp. 1987-1997
    • Chen, P.1    Haboudane, D.2    Tremblay, N.3
  • 7
    • 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[J]. 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
  • 8
    • 34248348555 scopus 로고    scopus 로고
    • Remote monitoring of farmland drought based on n-dimensional spectral feature space
    • Beijing: Beijing University, in Chinese
    • Abduwasit Ghulan. Remote Monitoring of Farmland Drought Based on N-Dimensional Spectral Feature Space[D]. Beijing: Beijing University, 2006. (in Chinese with English abstract)
    • (2006)
    • Ghulan, A.1
  • 9
    • 80053987008 scopus 로고    scopus 로고
    • Research progress on forecast of grain quality of rice and wheat crops using remote sensing technique
    • in Chinese
    • Chen Baozheng, Cai Deli, An Hongbo. Research progress on forecast of grain quality of rice and wheat crops using remote sensing technique[J]. Journal of Heilongjiang August First Land Reclamation University, 2008, 20(1): 47-49. (in Chinese with English abstract)
    • (2008) Journal of Heilongjiang August First Land Reclamation University , vol.20 , Issue.1 , pp. 47-49
    • Chen, B.1    Cai, D.2    An, H.3
  • 10
    • 63549138440 scopus 로고    scopus 로고
    • Study on grain quality effecting factors and monitoring methods by using hyperspectral data in winter wheat
    • in Chinese
    • Huang Wenjiang, Wang Jihua, Liu Liangyun, et al. Study on grain quality effecting factors and monitoring methods by using hyperspectral data in winter wheat[J]. Remote sensing technology and application, 2004, 19(3): 143-148. (in Chinese with English abstract)
    • (2004) Remote Sensing Technology and Application , vol.19 , Issue.3 , pp. 143-148
    • Huang, W.1    Wang, J.2    Liu, L.3
  • 11
    • 0003352170 scopus 로고    scopus 로고
    • Potential use of innovative nutrient management alternatives to increase nutrient use efficiency, reduce losses, and protect soil and water quality
    • Marcel Dekker, Inc. New York, NY
    • Delgado J A. Potential use of innovative nutrient management alternatives to increase nutrient use efficiency, reduce losses, and protect soil and water quality[C]//Special Issue of Communications in Soil Science and Plant Analysis. Marcel Dekker, Inc. New York, NY, 2001.
    • (2001) Special Issue of Communications in Soil Science and Plant Analysis
    • Delgado, J.A.1
  • 12
    • 15744397188 scopus 로고    scopus 로고
    • Baker canopy reflectance estimation of wheat nitrogen content for grain protein management
    • Dennis L, Wright V, Philip Rasmussen R, et al. Baker canopy reflectance estimation of wheat nitrogen content for grain protein management[J]. GISCI Remote Sens, 2004, 41(4): 287-300.
    • (2004) GISCI Remote Sens , vol.41 , Issue.4 , pp. 287-300
    • Dennis, L.1    Wright, V.2    Philip Rasmussen, R.3
  • 13
    • 5644271835 scopus 로고    scopus 로고
    • The inversion of leaf biochemical components and grain quality indicators with spectral reflectance
    • in Chinese
    • Wang Jihua, Huang Wenjiang, Zhao Chunjiang, et al. The inversion of leaf biochemical components and grain quality indicators with spectral reflectance[J]. Journal of Remote Sensing, 2003, 7(4): 277-284. (in Chinese with English abstract)
    • (2003) Journal of Remote Sensing , vol.7 , Issue.4 , pp. 277-284
    • Wang, J.1    Huang, W.2    Zhao, C.3
  • 14
    • 63549146036 scopus 로고    scopus 로고
    • Monitoring protein and starch accumulation in wheat grains with leaf SPAD and canopy spectral reflectance
    • in Chinese
    • Tian Yongchao, Zhu Yan, Cao Weixing, et al. Monitoring protein and starch accumulation in wheat grains with leaf SPAD and canopy spectral reflectance[J]. Scientia Agricultura Sinica, 2004, 37(6): 808-813. (in Chinese with English abstract)
    • (2004) Scientia Agricultura Sinica , vol.37 , Issue.6 , pp. 808-813
    • Tian, Y.1    Zhu, Y.2    Cao, W.3
  • 16
    • 77950590179 scopus 로고    scopus 로고
    • Model for calculating corn nitrogen nutrition index using hyper-spectral data
    • in Chinese
    • Liang Huiping, Liu Xiangnan. Model for calculating corn nitrogen nutrition index using hyper-spectral data[J]. Transactions of the CSAE, 2010, 26(1): 250-255. (in Chinese with English abstract)
    • (2010) Transactions of the CSAE , vol.26 , Issue.1 , pp. 250-255
    • Liang, H.1    Liu, X.2
  • 17
    • 0028112183 scopus 로고
    • Determination of a critical nitrogen dilution curve for winter wheat crops
    • Justes E, Mary B, Meynard J M, et al. Determination of a critical nitrogen dilution curve for winter wheat crops[J]. Ann Bot, 1994, 74(4): 397-407.
    • (1994) Ann Bot , vol.74 , Issue.4 , pp. 397-407
    • Justes, E.1    Mary, B.2    Meynard, J.M.3
  • 18
    • 0005318383 scopus 로고    scopus 로고
    • The nitrogen requirement of major agricultural crops: Grains legumes
    • Springer-Verlag, Heidelberg
    • Ney B, Doré T, Sagan M. The nitrogen requirement of major agricultural crops: grains legumes[A]. Lemaire G. Diagnosis on the nitrogen status in Crops[C]//Springer-Verlag, Heidelberg, 1997, 107-117.
    • (1997) Lemaire G. Diagnosis on the nitrogen status in Crops , pp. 107-117
    • Ney, B.1    Doré, T.2    Sagan, M.3
  • 19
    • 0031687230 scopus 로고    scopus 로고
    • Critical nitrogen concentrations: Implications for high-yielding rice (Oryza sativa L.) cultivars in the tropics
    • Sheedy J E, Dionora M J A, Mitchell P L, et al. Critical nitrogen concentrations: implications for high-yielding rice (Oryza sativa L.) cultivars in the tropics[J]. Field Crops Res, 1998, 59(1): 31-41.
    • (1998) Field Crops Res , vol.59 , Issue.1 , pp. 31-41
    • Sheedy, J.E.1    Dionora, M.J.A.2    Mitchell, P.L.3
  • 20
    • 0037778244 scopus 로고    scopus 로고
    • Relationships between dynamics of nitrogen uptake and dry matter accumulation in maize crops. Determination of critical N concentration
    • Plénet D, Lemaire G. Relationships between dynamics of nitrogen uptake and dry matter accumulation in maize crops. Determination of critical N concentration[J]. Plant Soil, 1999, 216(1-2): 65-82.
    • (1999) Plant Soil , vol.216 , Issue.1-2 , pp. 65-82
    • Plénet, D.1    Lemaire, G.2
  • 21
    • 0036919829 scopus 로고    scopus 로고
    • Critical nitrogen concentration in processing tomato
    • Tei F, Benincasa P, Guiducci M. Critical nitrogen concentration in processing tomato[J]. Eur J Agron, 2002, 18(1/2): 45-55.
    • (2002) Eur J Agron , vol.18 , Issue.1-2 , pp. 45-55
    • Tei, F.1    Benincasa, P.2    Guiducci, M.3
  • 22
    • 38149032445 scopus 로고    scopus 로고
    • Determination of a critical dilution curve for nitrogen concentration in cotton
    • Xue X, Wang J, Wang Z, et al. Determination of a critical dilution curve for nitrogen concentration in cotton[J]. J Plant Nutr Soil Sc, 2007, 170(6): 811-817.
    • (2007) J Plant Nutr Soil Sc , vol.170 , Issue.6 , pp. 811-817
    • Xue, X.1    Wang, J.2    Wang, Z.3
  • 23
    • 74549172473 scopus 로고    scopus 로고
    • Determination of a critical nitrogen dilution curve for spring wheat
    • Ziadi N, Bélanger G, Claessens A, et al. Determination of a critical nitrogen dilution curve for spring wheat[J]. Agron J, 2010, 102(1): 241-250.
    • (2010) Agron J , vol.102 , Issue.1 , pp. 241-250
    • Ziadi, N.1    Bélanger, G.2    Claessens, A.3
  • 24
    • 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[J]. 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
  • 25
    • 33750021077 scopus 로고    scopus 로고
    • Is crop N demand more closely related to dry matter accumulation or leaf area expansion during vegetation growth?
    • Lemaire G, van Oosterom E, Sheehy J, et al. Is crop N demand more closely related to dry matter accumulation or leaf area expansion during vegetation growth?[J]. Field Crops Res, 2007, 100(1): 91-106.
    • (2007) Field Crops Res , vol.100 , Issue.1 , pp. 91-106
    • Lemaire, G.1    van Oosterom, E.2    Sheehy, J.3
  • 26
    • 41449103166 scopus 로고    scopus 로고
    • Critical nitrogen curve and nitrogen nutrition index for corn in eastern Canada
    • Ziadi N, Brassard M, Bélanger G, et al. Critical nitrogen curve and nitrogen nutrition index for corn in eastern Canada[J]. Agron J, 2008, 100(2): 271-276.
    • (2008) Agron J , vol.100 , Issue.2 , pp. 271-276
    • Ziadi, N.1    Brassard, M.2    Bélanger, G.3
  • 27
    • 41149104782 scopus 로고    scopus 로고
    • Diagnosis tool for plant and crop N status in vegetative stage. Theory and practices for crop N management
    • Lemaire G, Jeuffroy M H, Gastal F. Diagnosis tool for plant and crop N status in vegetative stage. Theory and practices for crop N management[J]. Eur J Agron, 2008, 28(4): 614-624.
    • (2008) Eur J Agron , vol.28 , Issue.4 , pp. 614-624
    • Lemaire, G.1    Jeuffroy, M.H.2    Gastal, F.3
  • 28
    • 2942533975 scopus 로고    scopus 로고
    • Assessment of the nitrogen status of grassland
    • Farruggia A, Gastal F, Scholefield D. Assessment of the nitrogen status of grassland[J]. Grass Forage Sci, 2004, 59(2): 113-120.
    • (2004) Grass Forage Sci , vol.59 , Issue.2 , pp. 113-120
    • Farruggia, A.1    Gastal, F.2    Scholefield, D.3
  • 29
    • 53149122460 scopus 로고    scopus 로고
    • Chlorophyll measurements and nitrogen nutrition index for the evaluation of corn nitrogen status
    • Ziadi N, Brassard M, Bélanger G, et al. Chlorophyll measurements and nitrogen nutrition index for the evaluation of corn nitrogen status[J]. Agron J, 2008, 100(2): 271-276.
    • (2008) Agron J , vol.100 , Issue.2 , pp. 271-276
    • Ziadi, N.1    Brassard, M.2    Bélanger, G.3
  • 30
    • 52149089201 scopus 로고    scopus 로고
    • Estimating the nitrogen nutrition index using spectral canopy reflectance measurements
    • Mistele B, Schmmidhalter U. Estimating the nitrogen nutrition index using spectral canopy reflectance measurements[J]. Eur J Agron, 2008, 29(4): 184-190.
    • (2008) Eur J Agron , vol.29 , Issue.4 , pp. 184-190
    • Mistele, B.1    Schmmidhalter, U.2
  • 31
    • 80054008010 scopus 로고    scopus 로고
    • Research on new hyperspectral indices for plant nitrogen concentration and biomass estimation and their applications
    • Beijing: Chinese Agricultural University, in Chinese
    • Chen Pengfei. Research on new Hyperspectral Indices for Plant Nitrogen Concentration and Biomass Estimation and Their Applications[D]. Beijing: Chinese Agricultural University, 2009. (in Chinese with English abstract)
    • (2009)
    • Chen, P.1
  • 32
    • 29244454762 scopus 로고    scopus 로고
    • Comparison of an aerial-based system and an on the ground continuous measuring device to predict yield of winter wheat
    • Reyniers M, Vrindts E, De Baerdemaeker J. Comparison of an aerial-based system and an on the ground continuous measuring device to predict yield of winter wheat[J]. Eur J Agron, 2006, 24(2): 87-94.
    • (2006) Eur J Agron , vol.24 , Issue.2 , pp. 87-94
    • Reyniers, M.1    Vrindts, E.2    de Baerdemaeker, J.3
  • 33
    • 33645711391 scopus 로고    scopus 로고
    • Predicting winter wheat condition, grain yield and protein content using multi-temporal EnviSat-ASAR and Landsat TM satellite images
    • Liu L Y, Wang J H, Bao Y, et al. Predicting winter wheat condition, grain yield and protein content using multi-temporal EnviSat-ASAR and Landsat TM satellite images[J]. Int J Remote Sens, 2006, 27(4): 737-753.
    • (2006) Int J Remote Sens , vol.27 , Issue.4 , pp. 737-753
    • Liu, L.Y.1    Wang, J.H.2    Bao, Y.3
  • 34
    • 63549150102 scopus 로고    scopus 로고
    • Predicting wheat grain quality with canopy reflectance spectra
    • in Chinese
    • Xue Lihong, Zhu Yan, Zhang Xian, et al. Predicting wheat grain quality with canopy reflectance spectra[J]. Acta Agronomica Sinica, 2004, 30(10): 1036-1041. (in Chinese with English abstract)
    • (2004) Acta Agronomica Sinica , vol.30 , Issue.10 , pp. 1036-1041
    • Xue, L.1    Zhu, Y.2    Zhang, X.3
  • 35
    • 15944386793 scopus 로고    scopus 로고
    • Definition of crop condition and crop monitoring using remote sensing
    • in Chinese
    • Yang Bangjie, Pei Zhiyuan. Definition of crop condition and crop monitoring using remote sensing[J]. Transactions of the CSAE, 1999, 15(3): 214-218. (in Chinese with English abstract)
    • (1999) Transactions of the CSAE , vol.15 , Issue.3 , pp. 214-218
    • Yang, B.1    Pei, Z.2
  • 36
    • 80053943983 scopus 로고    scopus 로고
    • Using remote sensing technology for crop nitrogen diagnosis: Status and trends
    • in Chinese
    • Chen Pengfei, Sun Jiulin, Wang Jihua, et al. Using remote sensing technology for crop nitrogen diagnosis: status and trends[J]. Science China, 2010, 40(supp.): 21-37. (in Chinese with English abstract)
    • (2010) Science China , vol.40 , Issue.SUPPL. , pp. 21-37
    • Chen, P.1    Sun, J.2    Wang, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.