메뉴 건너뛰기




Volumn 6, Issue 4, 2014, Pages 2940-2962

Airborne hyperspectral images and ground-level optical sensors as assessment tools for maize nitrogen fertilization

Author keywords

Airborne images; Chlorophyll activity indices; Crop nitrogen status; Fertilizer recommendation; Fluorescence; Hyperspectral images; Narrow Band indices; Optical sensors

Indexed keywords

ACTIVITY INDEX; AIRBORNE IMAGES; CROP NITROGEN; HYPER-SPECTRAL IMAGES; NARROW BANDS;

EID: 84898065914     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs6042940     Document Type: Article
Times cited : (123)

References (47)
  • 1
    • 0037043689 scopus 로고    scopus 로고
    • Agricultural sustainability and intensive production practices
    • Tilman, D.; Cassman, K.G.; Matson, P.A.; Naylor, R.; Polasky, S. Agricultural sustainability and intensive production practices. Nature 2002, 418, 671-677.
    • (2002) Nature , vol.418 , pp. 671-677
    • Tilman, D.1    Cassman, K.G.2    Matson, P.A.3    Naylor, R.4    Polasky, S.5
  • 2
    • 29244449867 scopus 로고    scopus 로고
    • Evaluation of chlorophyll meters as tools for N fertilization in winter wheat under humid Mediterranean conditions
    • Arregui, L.M.; Lasa, B.; Lafarga, A.; Irañeta, I.; Baroja, E.; Quemada, M. Evaluation of chlorophyll meters as tools for N fertilization in winter wheat under humid Mediterranean conditions. Eur. J. Agron. 2006, 24, 140-148.
    • (2006) Eur. J. Agron. , vol.24 , pp. 140-148
    • Arregui, L.M.1    Lasa, B.2    Lafarga, A.3    Irañeta, I.4    Baroja, E.5    Quemada, M.6
  • 3
    • 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, 800-816.
    • (2009) Agron. J. , vol.101 , pp. 800-816
    • Samborski, S.M.1    Tremblay, N.2    Fallon, E.3
  • 4
    • 12144291301 scopus 로고    scopus 로고
    • Distortion of the SPAD 502 chlorophyll meter readings by changes in irradiance and leaf water status
    • Martínez, D.E.; Guimat, J.J. Distortion of the SPAD 502 chlorophyll meter readings by changes in irradiance and leaf water status. Agronomie 2004, 24, 41-46.
    • (2004) Agronomie , vol.24 , pp. 41-46
    • Martínez, D.E.1    Guimat, J.J.2
  • 5
    • 85103004407 scopus 로고    scopus 로고
    • Crop Monitoring Technologies to Assess Nitrogen Status
    • Schepers, J.S., Raun, W.R., Eds.; ASA, CSSA, SSSA: Madison, WI, USA, Chapter 16
    • Fox, R.H.; Walthall, C.L. Crop Monitoring Technologies to Assess Nitrogen Status. In Nitrogen in Agricultural Systems, Agronomy Monograph 49; Schepers, J.S., Raun, W.R., Eds.; ASA, CSSA, SSSA: Madison, WI, USA, 2008; Chapter 16, pp. 647-674.
    • (2008) In Nitrogen in Agricultural Systems, Agronomy Monograph , vol.49 , pp. 647-674
    • Fox, R.H.1    Walthall, C.L.2
  • 6
    • 0028878834 scopus 로고
    • Use of a chlorophyll meter at the early dent stage of corn to evaluate nitrogen sufficiency
    • Piekielek, W.P.; Fox, R.H.; Toth, J.D.; Macneal, K.E. Use of a chlorophyll meter at the early dent stage of corn to evaluate nitrogen sufficiency. Agron. J. 1995, 87, 403-408.
    • (1995) Agron. J. , vol.87 , pp. 403-408
    • Piekielek, W.P.1    Fox, R.H.2    Toth, J.D.3    Macneal, K.E.4
  • 7
    • 0026809930 scopus 로고
    • Inherent limitations of nondestructive chlorophyll meters: A comparison of two types of meters
    • Monje, O.A.; Bugbee, B. Inherent limitations of nondestructive chlorophyll meters: A comparison of two types of meters. HortScience 1992, 27, 69-71.
    • (1992) HortScience , vol.27 , pp. 69-71
    • Monje, O.A.1    Bugbee, B.2
  • 8
    • 0036898365 scopus 로고    scopus 로고
    • The use of chlorophyll fluorescence excitation spectra for the non-destructive in situ assessment of UV absorbing compounds in leaves
    • Cerovic, Z.G.; Ounis, A.; Cartelat, A.; Latouche, G.; Goulas, Y.; Meyer, S.; Moya, I. The use of chlorophyll fluorescence excitation spectra for the non-destructive in situ assessment of UV absorbing compounds in leaves. Plant Cell Environ. 2002, 25, 1663-1676.
    • (2002) Plant Cell Environ. , vol.25 , pp. 1663-1676
    • Cerovic, Z.G.1    Ounis, A.2    Cartelat, A.3    Latouche, G.4    Goulas, Y.5    Meyer, S.6    Moya, I.7
  • 10
    • 0035124737 scopus 로고    scopus 로고
    • The carbon-nutrient balance hypothesis: Its rise and fall
    • Hamilton, J.; Zangerl, A.; De Lucia, E.; Berenbaum, M. The carbon-nutrient balance hypothesis: Its rise and fall. Ecol. Lett. 2001, 4, 86-95.
    • (2001) Ecol. Lett. , vol.4 , pp. 86-95
    • Hamilton, J.1    Zangerl, A.2    De Lucia, E.3    Berenbaum, M.4
  • 12
    • 0035390984 scopus 로고    scopus 로고
    • Scaling-up and model inversion methods with narrow-band optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data
    • Zarco-Tejada, P.J.; Miller, J.R.; Mohammed, G.H.; Noland, T.L.; Sampson, P.H. Scaling-up and model inversion methods with narrow-band optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data. IEEE Trans. Geosci. Remote Sens. 2001, 39, 1491-1507.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Mohammed, G.H.3    Noland, T.L.4    Sampson, P.H.5
  • 13
    • 84856218888 scopus 로고    scopus 로고
    • Normalization of uncalibrated late-season digital aerial imagery for evaluating corn nitrogen status
    • Kyveryga, P.M.; Blackmer, T.M.; Pearson, R. Normalization of uncalibrated late-season digital aerial imagery for evaluating corn nitrogen status. Prec. Agric. 2012, 13, 2-16.
    • (2012) Prec. Agric. , vol.13 , pp. 2-16
    • Kyveryga, P.M.1    Blackmer, T.M.2    Pearson, R.3
  • 14
    • 77951053057 scopus 로고    scopus 로고
    • Sensitivities of normalized difference vegetation index and a green/red ratio index to cotton ground cover fraction
    • Ritchie, G.L.; Sullivan, D.G.; Vencill, W.K.; Bednarz, C.W.; Hook, J.E. Sensitivities of normalized difference vegetation index and a green/red ratio index to cotton ground cover fraction. Crop Sci. 2010, 50, 1000-1010.
    • (2010) Crop Sci. , vol.50 , pp. 1000-1010
    • Ritchie, G.L.1    Sullivan, D.G.2    Vencill, W.K.3    Bednarz, C.W.4    Hook, J.E.5
  • 15
    • 0003413073 scopus 로고
    • Monitoring the Vernal Advancements and Retrogradation of Natural Vegetation
    • NASA/GSFC: Greebelt, MD, USA
    • Rouse, J.W.; Haas, R.H.; Schell, J.A.; Deering, D.W.; Harlan, J.C. Monitoring the Vernal Advancements and Retrogradation of Natural Vegetation; NASA/GSFC: Greebelt, MD, USA, 1974.
    • (1974)
    • Rouse, J.W.1    Haas, R.H.2    Schell, J.A.3    Deering, D.W.4    Harlan, J.C.5
  • 17
    • 0036741044 scopus 로고    scopus 로고
    • Narrow-waveband reflectance ratios for remote estimation of nitrogen status in cotton
    • Reed, 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, 1442-1452.
    • (2002) J. Environ. Qual. , vol.31 , pp. 1442-1452
    • Reed, J.J.1    Tarpley, L.2    McKinion, J.M.3    Reddy, K.R.4
  • 18
    • 84855428733 scopus 로고    scopus 로고
    • Fluorescence, temperature and narrowband indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera
    • Zarco-Tejada, P.J.; González Dugo, V.; Berni, J.A.J. Fluorescence, temperature and narrowband indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera. Remote Sens. Environ. 2012, 117, 322-337.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 322-337
    • Zarco-Tejada, P.J.1    González Dugo, V.2    Berni, J.A.J.3
  • 19
    • 84875075969 scopus 로고    scopus 로고
    • Spatio-temporal patterns of chlorophyll fluorescence and physiological and structural indices acquired from hyperspectral imagery as compared with carbon fluxes measured with eddy covariance
    • Zarco-Tejada, P.J.; Morales, A.; Testi, L.; Villalobos, F.J. Spatio-temporal patterns of chlorophyll fluorescence and physiological and structural indices acquired from hyperspectral imagery as compared with carbon fluxes measured with eddy covariance. Remote Sens. Environ. 2013, 133, 102-115.
    • (2013) Remote Sens. Environ. , vol.133 , pp. 102-115
    • Zarco-Tejada, P.J.1    Morales, A.2    Testi, L.3    Villalobos, F.J.4
  • 20
    • 84878718359 scopus 로고    scopus 로고
    • Relationships between net photosynthesis and steady-state chlorophyll fluorescence retrieved from airborne hyperspectral imagery
    • Zarco-Tejada, P.J.; Catalina, A.; González, M.R.; Martín, P. Relationships between net photosynthesis and steady-state chlorophyll fluorescence retrieved from airborne hyperspectral imagery. Remote Sens. Environ. 2013, 136, 247-258.
    • (2013) Remote Sens. Environ. , vol.136 , pp. 247-258
    • Zarco-Tejada, P.J.1    Catalina, A.2    González, M.R.3    Martín, P.4
  • 21
    • 50449088147 scopus 로고    scopus 로고
    • 9th ed.; USDA, Natural Resources Conservation Service: Washington, DC, USA
    • Soil Survey Staff. Keys to Soil Taxonomy, 9th ed.; USDA, Natural Resources Conservation Service: Washington, DC, USA, 2003.
    • (2003) Soil Survey Staff. Keys to Soil Taxonomy
  • 22
    • 0003977820 scopus 로고
    • Climates of the World and Their Agricultural Potentialities
    • DAPCO: Rome, Italy
    • Papadakis, J. Climates of the World and Their Agricultural Potentialities; DAPCO: Rome, Italy, 1966.
    • (1966)
    • Papadakis, J.1
  • 23
    • 79952068197 scopus 로고    scopus 로고
    • Replacing bare fallow with cover crops in a maize cropping system: Yield, N uptake and fertiliser fate
    • Gabriel, J.L.; Quemada, M. Replacing bare fallow with cover crops in a maize cropping system: Yield, N uptake and fertiliser fate. Eur. J. Agron. 2011, 34, 133-143.
    • (2011) Eur. J. Agron. , vol.34 , pp. 133-143
    • Gabriel, J.L.1    Quemada, M.2
  • 24
    • 0242394080 scopus 로고    scopus 로고
    • FAO 56 Irrigation and Drainage Paper: Crop Evapotranspiration
    • Food and Agriculture Organization: Rome, Italy
    • Allen, R.G.; Pereira, L.S.; Raes, D.; Smith, M. FAO 56 Irrigation and Drainage Paper: Crop Evapotranspiration; Food and Agriculture Organization: Rome, Italy, 1998.
    • (1998)
    • Allen, R.G.1    Pereira, L.S.2    Raes, D.3    Smith, M.4
  • 25
    • 41849131841 scopus 로고    scopus 로고
    • Use of thermal units to estimate corn crop coefficients under semiarid climatic conditions
    • Martínez-Cob, A. Use of thermal units to estimate corn crop coefficients under semiarid climatic conditions. Irrig. Sci. 2008, 26, 335-345.
    • (2008) Irrig. Sci. , vol.26 , pp. 335-345
    • Martínez-Cob, A.1
  • 27
    • 0001435088 scopus 로고
    • A rapid and nondestructive method to determine chlorophyll in intact leaves
    • Yadava, U.L. A rapid and nondestructive method to determine chlorophyll in intact leaves. Hortscience 1986, 21, 1449-1450.
    • (1986) Hortscience , vol.21 , pp. 1449-1450
    • Yadava, U.L.1
  • 28
    • 34548821298 scopus 로고    scopus 로고
    • Evaluation of the Dualex for the assessment of corn nitrogen status
    • Tremblay, N.; Wang, Z.; Bélec, C. Evaluation of the Dualex for the assessment of corn nitrogen status. J. Plant Nutr. 2007, 30, 1355-1369.
    • (2007) J. Plant Nutr. , vol.30 , pp. 1355-1369
    • Tremblay, N.1    Wang, Z.2    Bélec, C.3
  • 29
    • 61349186319 scopus 로고    scopus 로고
    • Thermal and narrow-band multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle
    • Berni, J.A.J.; Zarco-Tejada, P.J.; Suárez, L.; Fereres, E. Thermal and narrow-band multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle. IEEE Trans. Geosci. Remote Sens. 2003, 47, 722-738.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.47 , pp. 722-738
    • Berni, J.A.J.1    Zarco-Tejada, P.J.2    Suárez, L.3    Fereres, E.4
  • 30
    • 0028975409 scopus 로고
    • Estimating PAR absorbed by vegetation from bidirectional reflectance measurements
    • Rougean, J.L.; Breon, F.M. Estimating PAR absorbed by vegetation from bidirectional reflectance measurements. Remote Sens. Environ. 1995, 51, 375-384.
    • (1995) Remote Sens. Environ. , vol.51 , pp. 375-384
    • Rougean, J.L.1    Breon, F.M.2
  • 31
    • 0036323544 scopus 로고    scopus 로고
    • Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • Haboudane, D.; Miller, 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, 416-426.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 416-426
    • Haboudane, D.1    Miller, J.R.2    Tremblay, N.3    Zarco-Tejada, P.J.4    Dextraze, L.5
  • 32
    • 0026451960 scopus 로고
    • A narrow-wave band spectral index that tracks diurnal changes in photosynthetic efficiency
    • Gamon, J.A.; Peñuelas, J.; Field, C.B. A narrow-wave band spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sens. Environ. 1992, 41, 35-44.
    • (1992) Remote Sens. Environ. , vol.41 , pp. 35-44
    • Gamon, J.A.1    Peñuelas, J.2    Field, C.B.3
  • 34
    • 0030614271 scopus 로고    scopus 로고
    • Ability for in season correction of nitrogen deficiency in corn using chlorophyll meter
    • Varvel, G.E.; Schepers, J.S.; Francis, D.D. Ability for in season correction of nitrogen deficiency in corn using chlorophyll meter. Soil Sci. Soc. Am. J. 1997, 61, 1233-1239.
    • (1997) Soil Sci. Soc. Am. J. , vol.61 , pp. 1233-1239
    • Varvel, G.E.1    Schepers, J.S.2    Francis, D.D.3
  • 35
    • 77954819594 scopus 로고    scopus 로고
    • New spectral indicator assesing the efficiency of crop nitrogen treatment in corn and wheat
    • Chen, P.; Haboudane, D.; Tremblay, N.; Wang, J.; Vigneault, P.; Li, B. New spectral indicator assesing the efficiency of crop nitrogen treatment in corn and wheat. Remote Sens. Environ. 2010, 114, 1987-1997.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1987-1997
    • Chen, P.1    Haboudane, D.2    Tremblay, N.3    Wang, J.4    Vigneault, P.5    Li, B.6
  • 36
    • 0028253889 scopus 로고    scopus 로고
    • Light reflectance compared with other nitrogen stress measurements in corn leaves
    • Blackmer, T.M.; Schepers, J.S.; Varvel, G.E. Light reflectance compared with other nitrogen stress measurements in corn leaves. Agron. J. 1996, 6, 934-938.
    • (1996) Agron. J. , vol.6 , pp. 934-938
    • Blackmer, T.M.1    Schepers, J.S.2    Varvel, G.E.3
  • 37
    • 0034530301 scopus 로고    scopus 로고
    • Reflectance indices with precision and accuracy in predicting cotton leaf nitrogen concentration
    • Tarpley, L; Reddy, K.R.; Sassenrath-Cole, G.F. Reflectance indices with precision and accuracy in predicting cotton leaf nitrogen concentration. Crop Sci. 2002, 40, 1814-1819.
    • (2002) Crop Sci. , vol.40 , pp. 1814-1819
    • Tarpley, L.1    Reddy, K.R.2    Sassenrath-Cole, G.F.3
  • 38
    • 33746218127 scopus 로고    scopus 로고
    • Detection of nitrogen deficiency in wheat from spectral reflectance indices and basic crop eco-physiological concepts
    • Rodriguez, D.; Fitzgerald, G.J.; Belford, R. Detection of nitrogen deficiency in wheat from spectral reflectance indices and basic crop eco-physiological concepts. Aust. J. Agric. Res. 2006, 57, 781-789.
    • (2006) Aust. J. Agric. Res. , vol.57 , pp. 781-789
    • Rodriguez, D.1    Fitzgerald, G.J.2    Belford, R.3
  • 39
    • 0028668154 scopus 로고
    • Estimating crop water deficit using the relationship between surface air temperature and spectral vegetation index
    • Moran, M.S.; Clarke, T.R.; Inoue, Y.; Vidal, A. Estimating crop water deficit using the relationship between surface air temperature and spectral vegetation index. Remote Sens. Environ. 1994, 46, 246-263.
    • (1994) Remote Sens. Environ. , vol.46 , pp. 246-263
    • Moran, M.S.1    Clarke, T.R.2    Inoue, Y.3    Vidal, A.4
  • 42
    • 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, 183-193.
    • (2007) Agric. Water Manag. , vol.92 , pp. 183-193
    • El-Shikha, D.M.1    Waller, P.2    Hunsaker, D.3    Clarke, T.4    Barnes, E.5
  • 43
    • 41449098544 scopus 로고    scopus 로고
    • Strategies to improve nitrogen-use efficiency in winter cereal crops under rainfed Mediterranean conditions
    • Arregui, L.M.; Quemada, M. Strategies to improve nitrogen-use efficiency in winter cereal crops under rainfed Mediterranean conditions. Agron. J. 2008, 100, 277-284.
    • (2008) Agron. J. , vol.100 , pp. 277-284
    • Arregui, L.M.1    Quemada, M.2
  • 44
    • 84878371225 scopus 로고    scopus 로고
    • Meta-analysis of strategies to control nitrate leaching in irrigated agricultural systems and their effects on crop yield
    • Quemada, M.; Baranski, M.; de Lange, M.N.J.; Vallejo, A.; Cooper, J.M. Meta-analysis of strategies to control nitrate leaching in irrigated agricultural systems and their effects on crop yield. Agric. Ecosyst. Environ. 2013, 174, 1-10.
    • (2013) Agric. Ecosyst. Environ. , vol.174 , pp. 1-10
    • Quemada, M.1    Baranski, M.2    de Lange, M.N.J.3    Vallejo, A.4    Cooper, J.M.5
  • 46
    • 0001988497 scopus 로고
    • Multivariate Calibration by Data Compression
    • Williams, N., Ed.; American Association of Cereal Chemists: St. Paul, MN, USA
    • Martens, H.; Naes, T. Multivariate Calibration by Data Compression. In Near-Infrared Technology in Agriculture and Food Industries; Williams, N., Ed.; American Association of Cereal Chemists: St. Paul, MN, USA, 1987; pp. 57-87.
    • (1987) In Near-Infrared Technology in Agriculture and Food Industries , pp. 57-87
    • Martens, H.1    Naes, T.2
  • 47
    • 77955054225 scopus 로고    scopus 로고
    • Comparative analysis of three chemometric techniques for the spectroradiometric assessment of canopy chlorophyll content in winter wheat
    • Atzberger, C.; Guérif, M; Baret, F; Werner, W. Comparative analysis of three chemometric techniques for the spectroradiometric assessment of canopy chlorophyll content in winter wheat. Comput. Electron. Agric. 2008, 73, 165-173.
    • (2008) Comput. Electron. Agric. , vol.73 , pp. 165-173
    • Atzberger, C.1    Guérif, M.2    Baret, F.3    Werner, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.