메뉴 건너뛰기




Volumn 143, Issue , 2017, Pages 14-22

Reliability of different color spaces to estimate nitrogen SPAD values in maize

Author keywords

Image processing; K means; Maize; Nitrogen

Indexed keywords

COLOR; IMAGE PROCESSING;

EID: 85030779472     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2017.09.032     Document Type: Article
Times cited : (28)

References (30)
  • 1
    • 85167063884 scopus 로고    scopus 로고
    • Nitrogen sensing for precision agriculture using chlorophyll maps. ASAE paper No. 99–3035, American Society of Agricultural Engineers, St. Joseph, MI, USA.
    • Ahmad, I.S., Reid, J.F., Noguchi, N., Hansen, A.C., 1999. Nitrogen sensing for precision agriculture using chlorophyll maps. ASAE paper No. 99–3035, American Society of Agricultural Engineers, St. Joseph, MI, USA.
    • (1999)
    • Ahmad, I.S.1    Reid, J.F.2    Noguchi, N.3    Hansen, A.C.4
  • 2
    • 0034942609 scopus 로고    scopus 로고
    • Innovative remote sensing techniques to increase nitrogen use efficiency of corn
    • Bausch, W.C., Diker, K., Innovative remote sensing techniques to increase nitrogen use efficiency of corn. Commun. Soil Sci. Plan. 32 (2001), 1371–1390.
    • (2001) Commun. Soil Sci. Plan. , vol.32 , pp. 1371-1390
    • Bausch, W.C.1    Diker, K.2
  • 3
    • 85167042555 scopus 로고
    • G.E.Varvel, G.E. Light reflectance compared with other N stress measurements in corn leaves. Agron. J. 86(6): 934–938.8
    • Blackmer, T.M., Schepers, J.S., G.E.Varvel, G.E., 1994. Light reflectance compared with other N stress measurements in corn leaves. Agron. J. 86(6): 934–938.8.
    • (1994)
    • Blackmer, T.M.1    Schepers, J.S.2
  • 4
    • 0031970889 scopus 로고    scopus 로고
    • Evaluation of the Minolta SPAD-502 chlorophyll meter for N management in corn
    • Bullock, D.G., Anderson, D.S., Evaluation of the Minolta SPAD-502 chlorophyll meter for N management in corn. J. Plant Nutr. 21:4 (1998), 741–755.
    • (1998) J. Plant Nutr. , vol.21 , Issue.4 , pp. 741-755
    • Bullock, D.G.1    Anderson, D.S.2
  • 6
    • 33746737479 scopus 로고    scopus 로고
    • Assessment of modis-evi, modis-ndvi and vegetation-ndvi composite data using agricultural measurements: an example at corn fields in western Mexico
    • Chen, P.Y., Fedosejevs, G., Tiscareño-López, M., Arnold, J.G., Assessment of modis-evi, modis-ndvi and vegetation-ndvi composite data using agricultural measurements: an example at corn fields in western Mexico. Environ. Monit. Assess. 119:1–3 (2006), 69–82.
    • (2006) Environ. Monit. Assess. , vol.119 , Issue.1-3 , pp. 69-82
    • Chen, P.Y.1    Fedosejevs, G.2    Tiscareño-López, M.3    Arnold, J.G.4
  • 7
    • 84861336182 scopus 로고    scopus 로고
    • Chlorophyll meters for monitoring foliar N in three tree species from arid Central Asia
    • Djumaeva, D., Lamers, J.P.A., Martius, C., Vlek, P.L.G., Chlorophyll meters for monitoring foliar N in three tree species from arid Central Asia. J. Arid Environ. 85 (2012), 41–45.
    • (2012) J. Arid Environ. , vol.85 , pp. 41-45
    • Djumaeva, D.1    Lamers, J.P.A.2    Martius, C.3    Vlek, P.L.G.4
  • 8
    • 77958156126 scopus 로고    scopus 로고
    • Use of a chlorophyll meter and plant visual aspect for nitrogen management in tomato fertigation
    • Fontes, P.C.R., de Araujo, C., Use of a chlorophyll meter and plant visual aspect for nitrogen management in tomato fertigation. J. Appl. Hort. 8 (2006), 8–11.
    • (2006) J. Appl. Hort. , vol.8 , pp. 8-11
    • Fontes, P.C.R.1    de Araujo, C.2
  • 9
  • 11
    • 85167054588 scopus 로고    scopus 로고
    • Manejo por sitios específicos del nitrógeno en maíz: Evaluación del N-sensor. En: Congreso Nacional de Maíz. AIANBA. Pergamino, Buenos Aires, Argentina.
    • Melchiori R., Barbagelata, P., Christiansen, C., Von Martini, A., 2001. Manejo por sitios específicos del nitrógeno en maíz: Evaluación del N-sensor. En: Congreso Nacional de Maíz. AIANBA. Pergamino, Buenos Aires, Argentina.
    • (2001)
    • Melchiori, R.1    Barbagelata, P.2    Christiansen, C.3    Von Martini, A.4
  • 13
    • 37149017107 scopus 로고    scopus 로고
    • Spectral measurements of the total aerial N and biomass dry weight in maize using a quadrilateral-view optic
    • Mistele, B., Schmidhalter, U., Spectral measurements of the total aerial N and biomass dry weight in maize using a quadrilateral-view optic. Field Crops Res. 106:1 (2008), 94–103.
    • (2008) Field Crops Res. , vol.106 , Issue.1 , pp. 94-103
    • Mistele, B.1    Schmidhalter, U.2
  • 14
    • 84882668965 scopus 로고    scopus 로고
    • A Review of Methods for Sensing the Nitrogen Status in Plants: Advantages, Disadvantages and Recent Advances. Sensors (Basel, Switzerland), 13(8), 10823–10843. doi: 10.3390/s130810823
    • Muñoz-Huerta, R.F., Guevara-Gonzalez, R.G., Contreras-Medina, L.M., Torres-Pacheco, I., Prado-Olivarez, J., & Ocampo-Velazquez, R.V. (2013). A Review of Methods for Sensing the Nitrogen Status in Plants: Advantages, Disadvantages and Recent Advances. Sensors (Basel, Switzerland), 13(8), 10823–10843. doi: 10.3390/s130810823.
    • (2013)
    • Muñoz-Huerta, R.F.1    Guevara-Gonzalez, R.G.2    Contreras-Medina, L.M.3    Torres-Pacheco, I.4    Prado-Olivarez, J.5    Ocampo-Velazquez, R.V.6
  • 15
    • 84955683063 scopus 로고    scopus 로고
    • Using artificial neural network and multiple linear regression for predicting the chlorophyll concentration index of Saint John's Wort Leaves
    • Odabas, M.S., Kayhan, G., Ergun, E., Senyer, N., Using artificial neural network and multiple linear regression for predicting the chlorophyll concentration index of Saint John's Wort Leaves. Commun. Soil Sci. Plant Anal. 47:2 (2016), 237–245.
    • (2016) Commun. Soil Sci. Plant Anal. , vol.47 , Issue.2 , pp. 237-245
    • Odabas, M.S.1    Kayhan, G.2    Ergun, E.3    Senyer, N.4
  • 16
    • 79952753533 scopus 로고    scopus 로고
    • Association of “greenness” in corn with yield and leaf nitrogen concentration
    • Rorie, R.L., Purcell, L.C., Mozaffari, M., Karcher, D.E., King, C.A., Marsh, M.C., Longer, D.E., Association of “greenness” in corn with yield and leaf nitrogen concentration. Agron J. 103 (2011), 529–535, 10.2134/agronj2010.0296.
    • (2011) Agron J. , vol.103 , pp. 529-535
    • Rorie, R.L.1    Purcell, L.C.2    Mozaffari, M.3    Karcher, D.E.4    King, C.A.5    Marsh, M.C.6    Longer, D.E.7
  • 17
    • 0036091966 scopus 로고    scopus 로고
    • Calibrating corn color from aerial photographs to predict sidedress N need
    • Scharf, P.C., Lory, J.A., Calibrating corn color from aerial photographs to predict sidedress N need. Agron. J. 94 (2002), 397–404.
    • (2002) Agron. J. , vol.94 , pp. 397-404
    • Scharf, P.C.1    Lory, J.A.2
  • 18
    • 0029809812 scopus 로고    scopus 로고
    • Transmittance and reflectance measurements of corn leaves from plants with different N and water supply
    • Schepers, J.S., Blackmer, T.M., Wilhelm, W.W., Resende, M., Transmittance and reflectance measurements of corn leaves from plants with different N and water supply. J. Plant Physiol. 148:5 (1996), 523–529.
    • (1996) J. Plant Physiol. , vol.148 , Issue.5 , pp. 523-529
    • Schepers, J.S.1    Blackmer, T.M.2    Wilhelm, W.W.3    Resende, M.4
  • 19
    • 0002333345 scopus 로고
    • Comparison of corn leaf N concentration and chlorophyll meter readings
    • Schepers, J.S., Francis, D.D., Virgil, M., Below, F.E., Comparison of corn leaf N concentration and chlorophyll meter readings. Commun. Soil Sci. Plant Anal. 23:17–20 (1992), 2173–2187.
    • (1992) Commun. Soil Sci. Plant Anal. , vol.23 , Issue.17-20 , pp. 2173-2187
    • Schepers, J.S.1    Francis, D.D.2    Virgil, M.3    Below, F.E.4
  • 20
    • 84860639322 scopus 로고    scopus 로고
    • Effects of different chemical Nous fertilizer application rates on soil N leaching and accumulation in deep vadose zone
    • Shang, F., Yang, P., Li, Y., Ren, S., Liu, P., He, G., Effects of different chemical Nous fertilizer application rates on soil N leaching and accumulation in deep vadose zone. Trans.Chin. Soc. Agric. Eng. 28:7 (2012), 103–110.
    • (2012) Trans.Chin. Soc. Agric. Eng. , vol.28 , Issue.7 , pp. 103-110
    • Shang, F.1    Yang, P.2    Li, Y.3    Ren, S.4    Liu, P.5    He, G.6
  • 21
    • 14744269926 scopus 로고    scopus 로고
    • Applications of spectral reflectance techniques in northern european cereal production: a review
    • Scotford, I.M., Miller, P.C.H., Applications of spectral reflectance techniques in northern european cereal production: a review. Biosys. Eng. 90:3 (2005), 235–250.
    • (2005) Biosys. Eng. , vol.90 , Issue.3 , pp. 235-250
    • Scotford, I.M.1    Miller, P.C.H.2
  • 22
    • 58349105791 scopus 로고    scopus 로고
    • Plant N concentration in paddy rice from field canopy hyperspectral radiometry
    • Stroppiana, D., Boschetti, M., Brivio, P.A., Bocchi, S., Plant N concentration in paddy rice from field canopy hyperspectral radiometry. Field Crops Res. 111:1–2 (2009), 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
  • 23
    • 33751109257 scopus 로고    scopus 로고
    • In-season prediction of corn grain yield potential using normalized difference vegetation index
    • Teal, R.K., Tubana, B., Girma, K., Freeman, K.W., Arnall, D.B., Walsh, O., Raun, W.R., In-season prediction of corn grain yield potential using normalized difference vegetation index. Agron. J. 98:6 (2006), 1488–1494.
    • (2006) Agron. J. , vol.98 , Issue.6 , pp. 1488-1494
    • Teal, R.K.1    Tubana, B.2    Girma, K.3    Freeman, K.W.4    Arnall, D.B.5    Walsh, O.6    Raun, W.R.7
  • 24
    • 84920762791 scopus 로고    scopus 로고
    • Estimating rice chlorophyll content and leaf nitrogen concentration with a digital still color camera under natural light
    • Wang, Y., Wang, D., Shi, P., Omasa, K., Estimating rice chlorophyll content and leaf nitrogen concentration with a digital still color camera under natural light. Plant Methods, 10, 2014, 36, 10.1186/1746-4811-10-36.
    • (2014) Plant Methods , vol.10 , pp. 36
    • Wang, Y.1    Wang, D.2    Shi, P.3    Omasa, K.4
  • 25
    • 84943149987 scopus 로고    scopus 로고
    • Nitrate accumulation and leaching in surface and ground water based on simulated rainfall experiments
    • Wang, H., Gao, J., Li, X., Zhang, S., Wang, H., Nitrate accumulation and leaching in surface and ground water based on simulated rainfall experiments. PLoS ONE, 10(8), 2015, e0136274, 10.1371/journal.pone.0136274.
    • (2015) PLoS ONE , vol.10 , Issue.8 , pp. e0136274
    • Wang, H.1    Gao, J.2    Li, X.3    Zhang, S.4    Wang, H.5
  • 26
    • 84856567575 scopus 로고    scopus 로고
    • Assessing the vertical footprint of reflectance measurements to characterize N uptake and biomass distribution in maize canopies
    • Winterhalter, L., Mistele, B., Schmidhalter, U., Assessing the vertical footprint of reflectance measurements to characterize N uptake and biomass distribution in maize canopies. Field Crops Res. 129 (2012), 14–20.
    • (2012) Field Crops Res. , vol.129 , pp. 14-20
    • Winterhalter, L.1    Mistele, B.2    Schmidhalter, U.3
  • 27
    • 78049406790 scopus 로고    scopus 로고
    • Evaluation of SPAD and Dualex for in-season corn nitrogen status estimation
    • Yu, H., Wu, H.-S., Wang, Z.-J., Evaluation of SPAD and Dualex for in-season corn nitrogen status estimation. Acta Agron. Sin. 36 (2010), 840–847.
    • (2010) Acta Agron. Sin. , vol.36 , pp. 840-847
    • Yu, H.1    Wu, H.-S.2    Wang, Z.-J.3
  • 28
    • 85167007286 scopus 로고    scopus 로고
    • Trans.Chin. Soc. Evaluating Different Methods of Using Chlorophyll Meter for Diagnosing Nitrogen Status of Summer Maize. Proceedings of the 2012 First International Conference on Agro-Geoinformatics (Agro-Geoinformatics); Shangai, China. 2–4 August 2012,.
    • Yu, W., Miao, Y., Feng G., Yue, S., Liu B., Trans.Chin. Soc. Evaluating Different Methods of Using Chlorophyll Meter for Diagnosing Nitrogen Status of Summer Maize. Proceedings of the 2012 First International Conference on Agro-Geoinformatics (Agro-Geoinformatics); Shangai, China. 2–4 August 2012, pp. 1–4.
    • Yu, W.1    Miao, Y.2    Feng, G.3    Yue, S.4    Liu, B.5
  • 29
    • 0036120443 scopus 로고    scopus 로고
    • Evaluation of leaf chlorophyll index for making fertilizer nitrogen recommendations for silage corn in a high fertility environment
    • Zebarth, B.J., Younie, M., Paul, J.W., Bittman, S., Evaluation of leaf chlorophyll index for making fertilizer nitrogen recommendations for silage corn in a high fertility environment. Commun. Soil Sci. Plant Anal. 33:5–6 (2002), 665–684.
    • (2002) Commun. Soil Sci. Plant Anal. , vol.33 , Issue.5-6 , pp. 665-684
    • Zebarth, B.J.1    Younie, M.2    Paul, J.W.3    Bittman, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.