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Volumn 46, Issue 5, 2003, Pages 1443-1453

Estimating Chemical Properties of Florida Soils Using Spectral Reflectance

Author keywords

NIR spectroscopy; PLS; Precision agriculture; Reflectance; Sensor; Soil nutrients; Soil property

Indexed keywords

FARMS; LEAST SQUARES APPROXIMATIONS; PH EFFECTS; SENSORS;

EID: 1042290878     PISSN: 00012351     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (63)

References (33)
  • 1
    • 1042297956 scopus 로고    scopus 로고
    • Hyperspectral characteristics of nitrogen-deficient corn
    • St. Joseph, Mich.: ASAE
    • Bausch, W. C., K. Diker, A. F. H. Goetz, and B. Curtis. 1998. Hyperspectral characteristics of nitrogen-deficient corn. ASAE Paper No. 983061. St. Joseph, Mich.: ASAE.
    • (1998) ASAE Paper No. 983061
    • Bausch, W.C.1    Diker, K.2    Goetz, A.F.H.3    Curtis, B.4
  • 2
  • 3
    • 0028253889 scopus 로고
    • Light reflectance compared with other nitrogen stress measurements in corn leaves
    • Blackmer, T. M., J. S. Schepers, and G. E. Varvel. 1994. Light reflectance compared with other nitrogen stress measurements in corn leaves. Agronomy J. 86(6): 934-938.
    • (1994) Agronomy J. , vol.86 , Issue.6 , pp. 934-938
    • Blackmer, T.M.1    Schepers, J.S.2    Varvel, G.E.3
  • 4
    • 1042286277 scopus 로고    scopus 로고
    • Gainesville, Fla.: University of Florida, Department of Soil and Water Science, Soil Pedology Program
    • Collins, M. 2000. Personal communication: Soil mapping at the UF/IFAS PSREU. Gainesville, Fla.: University of Florida, Department of Soil and Water Science, Soil Pedology Program.
    • (2000) Personal Communication: Soil Mapping at the UF/IFAS PSREU
    • Collins, M.1
  • 6
    • 11144325691 scopus 로고
    • Partial least squares regression: A tutorial
    • Geladi, P., and B. R. Kowalski. 1986. Partial least squares regression: A tutorial. Analytica Chimica Acta 185: 1-17.
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 7
    • 0035965460 scopus 로고    scopus 로고
    • Some theoretical aspects of partial least squares regression
    • Helland, I. S. 2001. Some theoretical aspects of partial least squares regression. Chemometrics and Intelligent Laboratory Systems 58(2): 97-107.
    • (2001) Chemometrics and Intelligent Laboratory Systems , vol.58 , Issue.2 , pp. 97-107
    • Helland, I.S.1
  • 8
    • 0034930460 scopus 로고    scopus 로고
    • Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensor
    • Hummel, J. W., K. A. Sudduth, and S. E. Hollinger. 2001. Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensor. Computers and Electronics in Agric. 32(2): 149-165.
    • (2001) Computers and Electronics in Agric. , vol.32 , Issue.2 , pp. 149-165
    • Hummel, J.W.1    Sudduth, K.A.2    Hollinger, S.E.3
  • 9
    • 0034171530 scopus 로고    scopus 로고
    • Reflectance models for predicting organic carbon in Saskatchewan soils
    • Ingleby, H. R., and T. G. Crowe. 2000. Reflectance models for predicting organic carbon in Saskatchewan soils. Canadian Agric. Eng. 42(2): 57-63.
    • (2000) Canadian Agric. Eng. , vol.42 , Issue.2 , pp. 57-63
    • Ingleby, H.R.1    Crowe, T.G.2
  • 10
    • 2342618180 scopus 로고    scopus 로고
    • Multispectral sensor for detecting nitrogen in corn plants
    • St. Joseph, Mich.: ASAE
    • Lee, W. S., and S. W. Searcy. 2000. Multispectral sensor for detecting nitrogen in corn plants. ASAE Paper No. 001010. St. Joseph, Mich.: ASAE.
    • (2000) ASAE Paper No. 001010
    • Lee, W.S.1    Searcy, S.W.2
  • 11
    • 15044348948 scopus 로고    scopus 로고
    • Assessing nitrogen stress in corn varieties of varying color
    • St. Joseph, Mich.: ASAE
    • Lee, W. S., S. W. Searcy, and T. Kataoka. 1999. Assessing nitrogen stress in corn varieties of varying color. ASAE Paper No. 993034. St. Joseph, Mich.: ASAE.
    • (1999) ASAE Paper No. 993034
    • Lee, W.S.1    Searcy, S.W.2    Kataoka, T.3
  • 12
    • 1042297948 scopus 로고    scopus 로고
    • Phosphorus management for water quality protection: A national effort
    • J. T. Sims ed. Southern Coop. Series Bulletin No. 389, SERA-IEG-17
    • Lemunyon, J., and T. C. Daniel. 1998. Phosphorus management for water quality protection: A national effort. In Soil Testing for Phosphorus: Environmental Uses and Implications, 1-4. J. T. Sims ed. Southern Coop. Series Bulletin No. 389, SERA-IEG-17.
    • (1998) Soil Testing for Phosphorus: Environmental Uses and Implications , pp. 1-4
    • Lemunyon, J.1    Daniel, T.C.2
  • 14
    • 0035965481 scopus 로고    scopus 로고
    • Reliable and relevant modeling of real world data: A personal account of the development of PLS regression
    • Martens, H. 2001. Reliable and relevant modeling of real world data: A personal account of the development of PLS regression. Chemometrics and Intelligent Laboratory Systems 58(2): 85-95.
    • (2001) Chemometrics and Intelligent Laboratory Systems , vol.58 , Issue.2 , pp. 85-95
    • Martens, H.1
  • 16
    • 0030287732 scopus 로고    scopus 로고
    • Spectral properties of leaves deficient in iron, sulfur, magnesium, and manganese
    • Masoni, A., L. Ercoli, and M. Mariotti. 1996. Spectral properties of leaves deficient in iron, sulfur, magnesium, and manganese. Agronomy J. 88(6): 937-943.
    • (1996) Agronomy J. , vol.88 , Issue.6 , pp. 937-943
    • Masoni, A.1    Ercoli, L.2    Mariotti, M.3
  • 17
    • 1042263222 scopus 로고    scopus 로고
    • The PLS Procedure
    • Cary, N.C.: SAS Institute, Inc.
    • SAS. 1999. The PLS Procedure. In SAS/STAT User's Guide. Version 8. Cary, N.C.: SAS Institute, Inc.
    • (1999) SAS/STAT User's Guide. Version 8
  • 19
    • 0010536665 scopus 로고
    • A portable infrared moisture meter for agricultural and food materials: Part 1. Instrument development
    • Stafford, J. V., G. S. Weaving, and J. C. Lowe. 1989a. A portable infrared moisture meter for agricultural and food materials: Part 1. Instrument development. J. Agric. Eng. Research 43(1): 45-56.
    • (1989) J. Agric. Eng. Research , vol.43 , Issue.1 , pp. 45-56
    • Stafford, J.V.1    Weaving, G.S.2    Lowe, J.C.3
  • 20
    • 0009702849 scopus 로고
    • A portable infrared moisture meter for agricultural and food materials: Part 2. Field evaluation on grass
    • Stafford, J. V., C. R. Bull, and G. S. Weaving. 1989b. A portable infrared moisture meter for agricultural and food materials: Part 2. Field evaluation on grass. J. Agric. Eng. Research 43(1): 57-66.
    • (1989) J. Agric. Eng. Research , vol.43 , Issue.1 , pp. 57-66
    • Stafford, J.V.1    Bull, C.R.2    Weaving, G.S.3
  • 21
    • 0032392905 scopus 로고    scopus 로고
    • Partial least squares: A first-order analysis
    • Stoica, P., and T. Söderström. 1998. Partial least squares: A first-order analysis. Scandinavian J. Statistics 25(1): 17-24.
    • (1998) Scandinavian J. Statistics , vol.25 , Issue.1 , pp. 17-24
    • Stoica, P.1    Söderström, T.2
  • 23
    • 0027487688 scopus 로고
    • Portable, near-infrared spectrophotometer for rapid soil analysis
    • Sudduth, K. A., and J. W. Hummel. 1993a. Portable, near-infrared spectrophotometer for rapid soil analysis. Trans. ASAE 36(1): 185-193.
    • (1993) Trans. ASAE , vol.36 , Issue.1 , pp. 185-193
    • Sudduth, K.A.1    Hummel, J.W.2
  • 24
    • 0027794348 scopus 로고
    • Soil organic matter, CEC, and moisture sensing with a portable NIR spectrophotometer
    • Sudduth, K. A., and J. W. Hummel. 1993b. Soil organic matter, CEC, and moisture sensing with a portable NIR spectrophotometer. Trans. ASAE 36(6): 1571-1582.
    • (1993) Trans. ASAE , vol.36 , Issue.6 , pp. 1571-1582
    • Sudduth, K.A.1    Hummel, J.W.2
  • 25
    • 0030300966 scopus 로고    scopus 로고
    • Geographic operating range evaluation of an NIR soil sensor
    • Sudduth, K. A., and J. W. Hummel. 1996. Geographic operating range evaluation of an NIR soil sensor. Trans. ASAE 39(5): 1599-1604.
    • (1996) Trans. ASAE , vol.39 , Issue.5 , pp. 1599-1604
    • Sudduth, K.A.1    Hummel, J.W.2
  • 26
    • 0038139525 scopus 로고    scopus 로고
    • Integration of neural networks with a spectral reflectance sensor to detect nitrogen deficiency in cotton
    • St. Joseph, Mich.: ASAE
    • Sui, R., J. B. Wilkerson, W. E. Hart, and D. D. Howard. 1998. Integration of neural networks with a spectral reflectance sensor to detect nitrogen deficiency in cotton. ASAE Paper No. 983104. St. Joseph, Mich.: ASAE.
    • (1998) ASAE Paper No. 983104
    • Sui, R.1    Wilkerson, J.B.2    Hart, W.E.3    Howard, D.D.4
  • 27
    • 0033149372 scopus 로고    scopus 로고
    • Multivariate calibration - Direct and indirect regression methodology
    • Sundberg, R. 1999. Multivariate calibration - Direct and indirect regression methodology. Scandinavian J. Statistics 26(2): 161-207.
    • (1999) Scandinavian J. Statistics , vol.26 , Issue.2 , pp. 161-207
    • Sundberg, R.1
  • 28
    • 0001918073 scopus 로고
    • Estimating nitrogen content of sweet pepper leaves by reflectance measurements
    • Thomas, J. R., and G. F. Oerther. 1972. Estimating nitrogen content of sweet pepper leaves by reflectance measurements. Agronomy J. 64(1): 11-13.
    • (1972) Agronomy J. , vol.64 , Issue.1 , pp. 11-13
    • Thomas, J.R.1    Oerther, G.F.2
  • 29
    • 0035727969 scopus 로고    scopus 로고
    • Soil reflectance sensing for determining soil properties in precision agriculture
    • Thomasson, J. A., R. Sui, M. S. Cox, and A. Al-Rajehy. 2001. Soil reflectance sensing for determining soil properties in precision agriculture. Trans. ASAE 44(6): 1445-1453.
    • (2001) Trans. ASAE , vol.44 , Issue.6 , pp. 1445-1453
    • Thomasson, J.A.1    Sui, R.2    Cox, M.S.3    Al-Rajehy, A.4
  • 30
    • 0003885615 scopus 로고    scopus 로고
    • EPA 841-R-96-002. USEPA Office of Water (4503F). Washington, D.C.: U.S. Government Printing Office
    • U.S. EPA. 1996. Environmental indicators of water quality in the United States. EPA 841-R-96-002. USEPA Office of Water (4503F). Washington, D.C.: U.S. Government Printing Office.
    • (1996) Environmental Indicators of Water Quality in the United States
  • 32
    • 0002692783 scopus 로고
    • Soft modeling by latent variables: The nonlinear iterative partial least squares approach
    • Papers in honor of M. S. Barlett. J. Gani, ed. New York, N.Y.: Academic Press
    • Wold, H. 1975. Soft modeling by latent variables: The nonlinear iterative partial least squares approach. In Perspectives in Probability and Statistics. Papers in honor of M. S. Barlett. J. Gani, ed. New York, N.Y.: Academic Press.
    • (1975) Perspectives in Probability and Statistics
    • Wold, H.1
  • 33
    • 0002555784 scopus 로고
    • The multivariate calibration method in chemistry solved by the PLS method
    • A. Ruhe and B. Kagstrom, eds. Heidelberg, Germany: Springer-Verlag
    • Wold, S., H. Martens, and H. Wold. 1983. The multivariate calibration method in chemistry solved by the PLS method. In Proc. Conference in Matrix Pencils, 286-293. A. Ruhe and B. Kagstrom, eds. Heidelberg, Germany: Springer-Verlag.
    • (1983) Proc. Conference in Matrix Pencils , pp. 286-293
    • Wold, S.1    Martens, H.2    Wold, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.