메뉴 건너뛰기




Volumn 34, Issue 1, 2013, Pages 276-302

Seasonal prediction of in situ pasture macronutrients in New Zealand pastoral systems using hyperspectral data

Author keywords

[No Author keywords available]

Indexed keywords

FORECASTING; LEAST SQUARES APPROXIMATIONS; MEAN SQUARE ERROR; NITROGEN REMOVAL; REFLECTION; REMOTE SENSING;

EID: 84868101089     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2012.713528     Document Type: Article
Times cited : (23)

References (64)
  • 2
    • 0038809302 scopus 로고    scopus 로고
    • Analytical Spectral Devices, Inc. (ASD, Bolder, CO: ASD Inc
    • Analytical Spectral Devices, Inc. (ASD). 2000. FIEldSPEC® Pro User's Guide, 136 p. Bolder, CO: ASD Inc.
    • (2000) FIEldSPEC® Pro User's Guide , pp. 136
  • 3
    • 0030999016 scopus 로고    scopus 로고
    • Prediction of the Chemical Composition of White Clover by Near-Infrared Reflectance Spectroscopy
    • Berardo, N. 1997. "Prediction of the Chemical Composition of White Clover by Near-Infrared Reflectance Spectroscopy." Grass and Forage Science 52: 27-32.
    • (1997) Grass and Forage Science , vol.52 , pp. 27-32
    • Berardo, N.1
  • 4
    • 20744459318 scopus 로고    scopus 로고
    • Spectral Phosphorus Mapping Using Diffuse Reflectance of Soils and Grass
    • Bogrekci, I., and W. S. Lee. 2005. "Spectral Phosphorus Mapping Using Diffuse Reflectance of Soils and Grass." Biosystems Engineering 91: 305-12.
    • (2005) Biosystems Engineering , vol.91 , pp. 305-312
    • Bogrekci, I.1    Lee, W.S.2
  • 5
    • 84868152860 scopus 로고    scopus 로고
    • CAMO, Oslo: CAMO
    • CAMO. 2007. The Unscrambler Method References, vol. 2007. Oslo: CAMO. www.camo.com/TheUnscrambler/Appendices.
    • (2007) The Unscrambler Method References , vol.2007
  • 6
    • 0026283807 scopus 로고
    • Primary and Secondary Effects of Water Content on the Spectral Reflectance of Leaves
    • Carter, G. A. 1991. "Primary and Secondary Effects of Water Content on the Spectral Reflectance of Leaves." American Journal of Botany 78: 916-24.
    • (1991) American Journal of Botany , vol.78 , pp. 916-924
    • Carter, G.A.1
  • 9
    • 0021644332 scopus 로고
    • Reflectance Spectroscopy: Quantitative Analysis Techniques for Remote Sensing Applications
    • Clark, R. N., and T. L. Roush. 1984. "Reflectance Spectroscopy: Quantitative Analysis Techniques for Remote Sensing Applications." Journal of Geophysical Research 89: 6329-40.
    • (1984) Journal of Geophysical Research , vol.89 , pp. 6329-6340
    • Clark, R.N.1    Roush, T.L.2
  • 10
    • 22944464381 scopus 로고    scopus 로고
    • Visible-Near Infrared Reflectance Spectroscopy for Rapid, Nondestructive Assessment of Wetland Soil Quality
    • Cohen, J. M., P. J. Prenger, and F.W. DeBusk. 2005. "Visible-Near Infrared Reflectance Spectroscopy for Rapid, Nondestructive Assessment of Wetland Soil Quality." Journal of Environmental Quality 34: 1422-34.
    • (2005) Journal of Environmental Quality , vol.34 , pp. 1422-1434
    • Cohen, J.M.1    Prenger, P.J.2    Debusk, F.W.3
  • 14
    • 0024856758 scopus 로고
    • Remote Sensing of Foliar Chemistry
    • Curran, P. J. 1989. "Remote Sensing of Foliar Chemistry." Remote Sensing of Environment 30: 271-78.
    • (1989) Remote Sensing of Environment , vol.30 , pp. 271-278
    • Curran, P.J.1
  • 15
    • 0034969185 scopus 로고    scopus 로고
    • Estimating the Foliar Biochemical Concentration of Leaves with Reflectance Spectrometry: Testing the Kokaly and Clark Methodologies
    • Curran, P. J., J. L. Dungan, and D. L. Peterson. 2001. "Estimating the Foliar Biochemical Concentration of Leaves with Reflectance Spectrometry: Testing the Kokaly and Clark Methodologies." Remote Sensing of Environment 76: 349-59.
    • (2001) Remote Sensing of Environment , vol.76 , pp. 349-359
    • Curran, P.J.1    Dungan, J.L.2    Peterson, D.L.3
  • 18
    • 0000664604 scopus 로고
    • The Possibilities of Near Infrared Reflection Spectroscopy to Predict Total-Phosphorus, Phytate-Phosphorus and Phytase Activity in Vegetable Feedstuffs
    • De Boever, J. L., W. Eeckhout, and C. V. Boucque. 1994. "The Possibilities of Near Infrared Reflection Spectroscopy to Predict Total-Phosphorus, Phytate-Phosphorus and Phytase Activity in Vegetable Feedstuffs." Netherlands Journal of Agricultural Science 42: 357-69.
    • (1994) Netherlands Journal of Agricultural Science , vol.42 , pp. 357-369
    • de Boever, J.L.1    Eeckhout, W.2    Boucque, C.V.3
  • 20
    • 0036323232 scopus 로고    scopus 로고
    • The Potential of Near-Infrared Reflectance Spectroscopy for Soil Analysis - A Case Study from the Riverine Plain of South-Eastern Australia
    • Dunn, B. W., H. G. Beecher, G. D. Batten, and S. Ciavarella. 2002. "The Potential of Near-Infrared Reflectance Spectroscopy for Soil Analysis - A Case Study from the Riverine Plain of South-Eastern Australia." Australian Journal of Experimental Agriculture 42: 607-14.
    • (2002) Australian Journal of Experimental Agriculture , vol.42 , pp. 607-614
    • Dunn, B.W.1    Beecher, H.G.2    Batten, G.D.3    Ciavarella, S.4
  • 22
    • 0025573172 scopus 로고
    • Visible and Near Infrared Reflectance Characteristics of Dry Plant Materials
    • Elvidge, C. D. 1990. "Visible and Near Infrared Reflectance Characteristics of Dry Plant Materials." International Journal of Remote Sensing 11: 1775-95.
    • (1990) International Journal of Remote Sensing , vol.11 , pp. 1775-1795
    • Elvidge, C.D.1
  • 23
    • 0031665923 scopus 로고    scopus 로고
    • Ecological Applications of Near Infrared Reflectance Spectroscopy - A Tool for Rapid, Cost-Effective Prediction of the Composition of Plant and Animal Tissues and Aspects of Animal Performance
    • Foley, W. J., A. Mcilwee, I. Lawler, L. Aragones, A. P. Woolnough, and N. Berding. 1998. "Ecological Applications of Near Infrared Reflectance Spectroscopy - A Tool for Rapid, Cost-Effective Prediction of the Composition of Plant and Animal Tissues and Aspects of Animal Performance." Oecologia 116: 293-305.
    • (1998) Oecologia , vol.116 , pp. 293-305
    • Foley, W.J.1    McIlwee, A.2    Lawler, I.3    Aragones, L.4    Woolnough, A.P.5    Berding, N.6
  • 24
    • 84868097349 scopus 로고
    • Hill Country Topdressing: Application, Variability and Fertility Transfer
    • Gillingham, A. G. 1980. "Hill Country Topdressing: Application, Variability and Fertility Transfer." New Zealand Journal of Agriculture 141: 39-43.
    • (1980) New Zealand Journal of Agriculture , vol.141 , pp. 39-43
    • Gillingham, A.G.1
  • 25
    • 0033062979 scopus 로고    scopus 로고
    • Using Near-IR Reflectance Spectroscopy to Predict Carbon, Nitrogen and Phosphorus Content in Heterogeneous Plant Material
    • Gillon, D., C. Houssard, and J. Richard. 1999. "Using Near-IR Reflectance Spectroscopy to Predict Carbon, Nitrogen and Phosphorus Content in Heterogeneous Plant Material." Oecologia 118: 173-82.
    • (1999) Oecologia , vol.118 , pp. 173-182
    • Gillon, D.1    Houssard, C.2    Richard, J.3
  • 26
    • 0036323544 scopus 로고    scopus 로고
    • Integrated Narrow-Band Vegetation Indices for Prediction of Crop Chlorophyll Content for Application to Precision Agriculture
    • Haboudane, D., J. R. Miller, N. Tremblay, P. J. Zarco-Tejada, and L. Dextraze. 2002. "Integrated Narrow-Band Vegetation Indices for Prediction of Crop Chlorophyll Content for Application to Precision Agriculture." Remote Sensing of Environment 81: 416-26.
    • (2002) Remote Sensing of Environment , vol.81 , pp. 416-426
    • Haboudane, D.1    Miller, J.R.2    Tremblay, N.3    Zarco-Tejada, P.J.4    Dextraze, L.5
  • 27
    • 3242764494 scopus 로고    scopus 로고
    • Inversion of Foliar Biochemical Parameters at Various Physiological Stages and Grain Quality Indicators of Winter Wheat with Canopy Reflectance
    • Huang, W., J. Wang, Z. Wang, J. Zhaochun, L. Liu, and J. Wang. 2004a. "Inversion of Foliar Biochemical Parameters at Various Physiological Stages and Grain Quality Indicators of Winter Wheat with Canopy Reflectance." International Journal of Remote Sensing 25: 2409-19.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 2409-2419
    • Huang, W.1    Wang, J.2    Wang, Z.3    Zhaochun, J.4    Liu, L.5    Wang, J.6
  • 28
    • 4544314243 scopus 로고    scopus 로고
    • Estimating Foliage Nitrogen Concentration from HYMAP Data Using Continuum Removal Analysis
    • Huang, Z., B. J. Turner, S. J. Dury, I. R. Wallis, and W. J. Foley. 2004b. "Estimating Foliage Nitrogen Concentration from HYMAP Data Using Continuum Removal Analysis." Remote Sensing of Environment 93: 18-29.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 18-29
    • Huang, Z.1    Turner, B.J.2    Dury, S.J.3    Wallis, I.R.4    Foley, W.J.5
  • 29
    • 33846517504 scopus 로고    scopus 로고
    • Spectroradiometer Data Structuring, Pre-Processing and Analysis - An IT Based Approach
    • Hueni, A., and M. Tuohy. 2006. "Spectroradiometer Data Structuring, Pre-Processing and Analysis - An IT Based Approach." Journal of Spatial Science 51: 93-102.
    • (2006) Journal of Spatial Science , vol.51 , pp. 93-102
    • Hueni, A.1    Tuohy, M.2
  • 30
    • 77952181465 scopus 로고    scopus 로고
    • Field Radiometer with Canopy Pasture Probe as a Potential Tool to Estimate and Map Pasture Biomass and Mineral Components: A Case Study in the Lake Taupo Catchment, New Zealand
    • Kawamura, K., K. Betteridge, I. D. Sanches, M. Tuohy, D. Costall, and Y. Inoue. 2009. "Field Radiometer with Canopy Pasture Probe as a Potential Tool to Estimate and Map Pasture Biomass and Mineral Components: A Case Study in the Lake Taupo Catchment, New Zealand." New Zealand Journal of Agricultural Research 52: 417-34.
    • (2009) New Zealand Journal of Agricultural Research , vol.52 , pp. 417-434
    • Kawamura, K.1    Betteridge, K.2    Sanches, I.D.3    Tuohy, M.4    Costall, D.5    Inoue, Y.6
  • 31
    • 84868146187 scopus 로고    scopus 로고
    • Visible-NIR Reflectance Spectroscopy as a Tool for Management of Soil Phosphorus Fertility in Legume Based Pasture in New Zealand
    • Kawamura, K., A. D. Mackay, M. P. Tuohy, K. Betteridge, and I. D. Sanches. 2006. "Visible-NIR Reflectance Spectroscopy as a Tool for Management of Soil Phosphorus Fertility in Legume Based Pasture in New Zealand." New Zealand Grassland Association 68: 75-80.
    • (2006) New Zealand Grassland Association , vol.68 , pp. 75-80
    • Kawamura, K.1    Mackay, A.D.2    Tuohy, M.P.3    Betteridge, K.4    Sanches, I.D.5
  • 32
    • 79551662778 scopus 로고    scopus 로고
    • Potential for Spectral Indices to Remotely Sense Phosphorus and Potassium Content of Legume- Based Pasture as a Means of Assessing Soil Phosphorus and Potassium Fertility Status
    • Kawamura, K., A. D. Mackay, M. P. Tuohy, K. Betteridge, I. D. Sanches, and Y. Inoue. 2011. "Potential for Spectral Indices to Remotely Sense Phosphorus and Potassium Content of Legume- Based Pasture as a Means of Assessing Soil Phosphorus and Potassium Fertility Status." International Journal of Remote Sensing 32: 103-24.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 103-124
    • Kawamura, K.1    Mackay, A.D.2    Tuohy, M.P.3    Betteridge, K.4    Sanches, I.D.5    Inoue, Y.6
  • 33
    • 0242423346 scopus 로고    scopus 로고
    • Pasture Species and Cultivars
    • edited by J. White and J. Hodgson, Auckland: Oxford University Press
    • Kemp, P. D., C. Matthew, and R. J. Lucas. 1999. "Pasture Species and Cultivars." In New Zealand Pasture and Crop Science, edited by J. White and J. Hodgson, 83-89. Auckland: Oxford University Press.
    • (1999) New Zealand Pasture and Crop Science , pp. 83-89
    • Kemp, P.D.1    Matthew, C.2    Lucas, R.J.3
  • 34
    • 0033102275 scopus 로고    scopus 로고
    • Spectroscopic Determination of Leaf Biochemistry Using Band-Depth Analysis of Absorption Features and StepwiseMultiple Linear Regression
    • Kokaly, R. F., and R. N. Clark. 1999. "Spectroscopic Determination of Leaf Biochemistry Using Band-Depth Analysis of Absorption Features and StepwiseMultiple Linear Regression." Remote Sensing of Environment 67: 267-87.
    • (1999) Remote Sensing of Environment , vol.67 , pp. 267-287
    • Kokaly, R.F.1    Clark, R.N.2
  • 37
    • 0037144451 scopus 로고    scopus 로고
    • Estimating Leaf Nitrogen Concentration in Ryegrass (Lolium spp.) Pasture Using the Chlorophyll Red-Edge: Theoretical Modelling and Experimental Observations
    • Lamb, D. W., M. Steyn-Ross, P. Schaare, M. M. Hanna, W. Silvester, and A. Steyn-Ross. 2002. "Estimating Leaf Nitrogen Concentration in Ryegrass (Lolium spp.) Pasture Using the Chlorophyll Red-Edge: Theoretical Modelling and Experimental Observations." International Journal of Remote Sensing 23: 3619-48.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3619-3648
    • Lamb, D.W.1    Steyn-Ross, M.2    Schaare, P.3    Hanna, M.M.4    Silvester, W.5    Steyn-Ross, A.6
  • 38
    • 0029801475 scopus 로고    scopus 로고
    • Non-Destructive Determination of Chlorophyll Content of Leaves of a Green and an Aurea Mutant Tobacco by Reflectance Measurements
    • Lichtenthaler, H. K., A. Gitelson, and M. Lang. 1996. "Non-Destructive Determination of Chlorophyll Content of Leaves of a Green and an Aurea Mutant Tobacco by Reflectance Measurements." Journal of Plant Physiology 148: 483-93.
    • (1996) Journal of Plant Physiology , vol.148 , pp. 483-493
    • Lichtenthaler, H.K.1    Gitelson, A.2    Lang, M.3
  • 39
    • 84868128065 scopus 로고
    • Auckland: New Zealand Institute of Agricultural Science, Ray Richards Publisher
    • Lynch, P. B. 1982. Nitrogen Fertilisers in New Zealand Agriculture. Auckland: New Zealand Institute of Agricultural Science, Ray Richards Publisher.
    • (1982) Nitrogen Fertilisers In New Zealand Agriculture
    • Lynch, P.B.1
  • 40
    • 84868152858 scopus 로고    scopus 로고
    • Version 2. Natural Environment Research Council, Field Spectroscopy Facility. Accessed October 8
    • MacArthur, A. 2007. Field guide for the ASD FieldSpec Pro - radiance/irradiance measurements in raw DN mode. Version 2. Natural Environment Research Council, Field Spectroscopy Facility. Accessed October 8, 2008. http://fsf.nerc.ac.uk/resources/guides/pdf_guides/asd_guide_v2_RadIrrad.pdf.
    • (2007) Field Guide For the ASD FieldSpec Pro - Radiance/irradiance Measurements In Raw DN Mode
    • Macarthur, A.1
  • 41
    • 58149475512 scopus 로고    scopus 로고
    • Imaging Spectroscopy of Foliar Biochemistry in Forestry Environments
    • Majeke, B., J. A. N van Aardt, and M. A. Cho. 2008. "Imaging Spectroscopy of Foliar Biochemistry in Forestry Environments." Southern Forest 70: 275-85.
    • (2008) Southern Forest , vol.70 , pp. 275-285
    • Majeke, B.1    van Aardt, J.A.N.2    Cho, M.A.3
  • 42
    • 58549090337 scopus 로고    scopus 로고
    • The Use of Near-Infrared Spectroscopy for Soil Analysis
    • edited by L. D. Currie and J. A. Hanly, Palmerston North: Fertilizer and Lime Research Centre, Massey University
    • Malley, D. F., and P. D. Martin. 2003. "The Use of Near-Infrared Spectroscopy for Soil Analysis." In Tools for Nutrient and Pollutant Management: Application to Agriculture and Environmental Quality, edited by L. D. Currie and J. A. Hanly, 371-404. Palmerston North: Fertilizer and Lime Research Centre, Massey University.
    • (2003) Tools For Nutrient and Pollutant Management: Application to Agriculture and Environmental Quality , pp. 371-404
    • Malley, D.F.1    Martin, P.D.2
  • 43
    • 0033636234 scopus 로고    scopus 로고
    • Modified Jack-Knife Estimation of Parameter Uncertainty in Bilinear Modelling by Partial Least Squares Regression (PLSR)
    • Martens, H., and M. Martens. 2000. "Modified Jack-Knife Estimation of Parameter Uncertainty in Bilinear Modelling by Partial Least Squares Regression (PLSR)." Food Quality and Preference 11: 5-16.
    • (2000) Food Quality and Preference , vol.11 , pp. 5-16
    • Martens, H.1    Martens, M.2
  • 44
    • 34347341052 scopus 로고    scopus 로고
    • Environmental Effects on Plant Growth and Development
    • edited by J. White and J. Hodgson, Auckland: Oxford University Press
    • McKenzie, B. A., P. D. Kemp, D. J. Moot, and R. J. Lucas. 1999. "Environmental Effects on Plant Growth and Development." In New Zealand Pasture and Crop Science, edited by J. White and J. Hodgson, 29-44. Auckland: Oxford University Press.
    • (1999) New Zealand Pasture and Crop Science , pp. 29-44
    • McKenzie, B.A.1    Kemp, P.D.2    Moot, D.J.3    Lucas, R.J.4
  • 45
    • 0002774944 scopus 로고
    • Diagnosis of Mineral Deficiencies in Grass-Legume Pastures by Plant Analysis
    • McNaught, K. J. 1970. "Diagnosis of Mineral Deficiencies in Grass-Legume Pastures by Plant Analysis." International Grassland Congress Proceedings 11: 334-38.
    • (1970) International Grassland Congress Proceedings , vol.11 , pp. 334-338
    • McNaught, K.J.1
  • 48
    • 17144371921 scopus 로고    scopus 로고
    • Estimating Tropical Pasture Quality at Canopy Level Using Band Depth Analysis with Continuum Removal in the Visible Domain
    • Mutanga, O., A. K. Skidmore, L. Kumar, and J. Ferwerda. 2005. "Estimating Tropical Pasture Quality at Canopy Level Using Band Depth Analysis with Continuum Removal in the Visible Domain." International Journal of Remote Sensing 26: 1093-108.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 1093-1108
    • Mutanga, O.1    Skidmore, A.K.2    Kumar, L.3    Ferwerda, J.4
  • 49
    • 0842306346 scopus 로고    scopus 로고
    • Predicting In Situ Pasture Quality in the Kruger National Park, South Africa, Using Continuum-Removed Absorption Features
    • Mutanga, O., A. K. Skidmore, and H. H. T. Prins. 2004. "Predicting In Situ Pasture Quality in the Kruger National Park, South Africa, Using Continuum-Removed Absorption Features." Remote Sensing of Environment 89: 393-408.
    • (2004) Remote Sensing of Environment , vol.89 , pp. 393-408
    • Mutanga, O.1    Skidmore, A.K.2    Prins, H.H.T.3
  • 51
    • 14844342952 scopus 로고    scopus 로고
    • Analysis of Forages and Feedstuffs
    • edited by C. A. Roberts, J. Workman Jr., and J. B. Reeves, Madison, WI: American Society of Agronomy, Crop Science Society of America, Soil Science Society of America
    • Roberts, C. A., J. Stuth, and P. Flinn. 2004. "Analysis of Forages and Feedstuffs." In Near-Infrared Spectroscopy in Agriculture, edited by C. A. Roberts, J. Workman Jr., and J. B. Reeves, 231-67.Madison, WI: American Society of Agronomy, Crop Science Society of America, Soil Science Society of America.
    • (2004) Near-Infrared Spectroscopy In Agriculture , pp. 231-267
    • Roberts, C.A.1    Stuth, J.2    Flinn, P.3
  • 57
    • 0038513814 scopus 로고
    • Sodium and Potassium Content of Topdressed Pasture in New Zealand in Relation to Plant and Animal Nutrition
    • Smith, G. S., and K. R. Middleton. 1978. "Sodium and Potassium Content of Topdressed Pasture in New Zealand in Relation to Plant and Animal Nutrition." New Zealand Journal of Experimental Agriculture 6: 217-25.
    • (1978) New Zealand Journal of Experimental Agriculture , vol.6 , pp. 217-225
    • Smith, G.S.1    Middleton, K.R.2
  • 58
    • 85101892267 scopus 로고
    • Soil Factors Affecting Potassium Availability
    • edited by V. J. Kilmer, S. E. Younts, and N. C. Brady, Madison, WI: Agronomy Society of America, Crop Science Society of America, Soil Science Society of America
    • Thomas, G.W., and B.W. Hipp. 1968. "Soil Factors Affecting Potassium Availability." In The Role of Potassium in Agriculture, edited by V. J. Kilmer, S. E. Younts, and N. C. Brady, 269-91.Madison, WI: Agronomy Society of America, Crop Science Society of America, Soil Science Society of America.
    • (1968) The Role of Potassium In Agriculture , pp. 269-291
    • Thomas, G.W.1    Hipp, B.W.2
  • 59
    • 84868149106 scopus 로고    scopus 로고
    • Analysis of temperate pasture quality using spectrometer data captured at different resolutions
    • CDROM - paper code 424, Canberra, Australia
    • Thulin, S. M., A. A. Held, and M. E. Hill. 2006. Analysis of temperate pasture quality using spectrometer data captured at different resolutions. In 13th Australasian Remote Sensing and Photogrammetry Conference. CDROM - paper code 424, Canberra, Australia.
    • (2006) 13th Australasian Remote Sensing and Photogrammetry Conference
    • Thulin, S.M.1    Held, A.A.2    Hill, M.E.3
  • 60
    • 0032183198 scopus 로고    scopus 로고
    • Derivative Analysis of Hyperspectral Data
    • Tsai, F., and W. Philpot. 1998. "Derivative Analysis of Hyperspectral Data." Remote Sensing of Environment 66: 41-51.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 41-51
    • Tsai, F.1    Philpot, W.2
  • 61
    • 70449354765 scopus 로고    scopus 로고
    • Validation of Artificial Neural Network Techniques in the Estimation of Nitrogen Concentration in Rape Using Canopy Hyperspectral Reflectance Data
    • Wang, Y., F. Wang, J. Huang, X. Wang, and Z. Liu. 2009. "Validation of Artificial Neural Network Techniques in the Estimation of Nitrogen Concentration in Rape Using Canopy Hyperspectral Reflectance Data." International Journal of Remote Sensing 30: 4493-505.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 4493-4505
    • Wang, Y.1    Wang, F.2    Huang, J.3    Wang, X.4    Liu, Z.5
  • 63
    • 0001392735 scopus 로고    scopus 로고
    • Implementation of Near-Infrared Technology
    • edited by P. C.Williams and K. H. Norris, St. Paul, MN: American Association of Cereal Chemists Inc
    • Williams, P. C. 2001. Implementation of Near-Infrared Technology. In Near-Infrared Technology in the Agricultural and Food Industries, edited by P. C.Williams and K. H. Norris, 145-69. St. Paul, MN: American Association of Cereal Chemists Inc.
    • (2001) In Near-Infrared Technology In the Agricultural and Food Industries , pp. 145-169
    • Williams, P.C.1
  • 64
    • 0028980520 scopus 로고
    • Predicting Nitrogen and Chlorophyll Content and Concentrations from Reflectance Spectra (400-2500 nm) at Leaf and Canopy Scales
    • Yoder, B. J., and R. E. Pettigrew-Crosby. 1995. "Predicting Nitrogen and Chlorophyll Content and Concentrations from Reflectance Spectra (400-2500 nm) at Leaf and Canopy Scales." Remote Sensing of Environment 53: 199-211.
    • (1995) Remote Sensing of Environment , vol.53 , pp. 199-211
    • Yoder, B.J.1    Pettigrew-Crosby, R.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.