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Volumn 5, Issue 3, 2011, Pages 239-244

Regression-kriging for characterizing soils with remotesensing data

Author keywords

precision agriculture; regression kriging; remote sensing; soil sensors

Indexed keywords

ACCURACY ASSESSMENT; AGRICULTURAL SOIL; CONCENTRATION (COMPOSITION); CORRELATION; COTTON; DIGITAL MAPPING; KRIGING; REAL TIME; REGRESSION ANALYSIS; REMOTE SENSING; SATELLITE DATA; SATELLITE IMAGERY; SODIUM; SOIL ANALYSIS;

EID: 80052271420     PISSN: 20950195     EISSN: 20950209     Source Type: Journal    
DOI: 10.1007/s11707-011-0174-1     Document Type: Article
Times cited : (9)

References (20)
  • 1
    • 0035727855 scopus 로고    scopus 로고
    • Aerial CIR remote sensing for weed density mapping in a soybean field
    • Bajwa S G, Tian L (2001). Aerial CIR remote sensing for weed density mapping in a soybean field. Trans ASAE, 44(6): 1965-1974.
    • (2001) Trans ASAE , vol.44 , Issue.6 , pp. 1965-1974
    • Bajwa, S.G.1    Tian, L.2
  • 2
    • 0034313217 scopus 로고    scopus 로고
    • Multispectral data for mapping soil texture: Possibilities and limitations
    • Barnes E M, Baker M G (2000). Multispectral data for mapping soil texture: Possibilities and limitations. Appl Eng Agric, 16: 731-741.
    • (2000) Appl Eng Agric , vol.16 , pp. 731-741
    • Barnes, E.M.1    Baker, M.G.2
  • 3
    • 0034893326 scopus 로고    scopus 로고
    • A comparison of prediction methods for the creation of field-extent soil property maps
    • Bishop T F A, McBratney A B (2001). A comparison of prediction methods for the creation of field-extent soil property maps. Geoderma, 103(1-2): 149-160.
    • (2001) Geoderma , vol.103 , Issue.1-2 , pp. 149-160
    • Bishop, T.F.A.1    McBratney, A.B.2
  • 4
    • 0344511710 scopus 로고    scopus 로고
    • Spatial analysis of soil fertility parameters
    • Cambardella C A, Karlen D L (1999). Spatial analysis of soil fertility parameters. Precis Agric, 1(1): 5-14.
    • (1999) Precis Agric , vol.1 , Issue.1 , pp. 5-14
    • Cambardella, C.A.1    Karlen, D.L.2
  • 5
    • 2942751551 scopus 로고    scopus 로고
    • An On-the-go Spectral Reflectance Sensor for Soil
    • Paper No. 031044, ASAE, Mich: St. Joseph
    • Christy C, Drummond P, Laird D (2003). An On-the-go Spectral Reflectance Sensor for Soil. Paper No. 031044, ASAE, Mich: St. Joseph.
    • (2003)
    • Christy, C.1    Drummond, P.2    Laird, D.3
  • 6
    • 0042788243 scopus 로고    scopus 로고
    • Spatial variability of agricultural soil fertility parameters in a gleyic podzol of Belgium
    • Geypens M, Vanongenval L, Vogels N, Meykens J (1999). Spatial variability of agricultural soil fertility parameters in a gleyic podzol of Belgium. Precis Agric, 1(3): 319-326.
    • (1999) Precis Agric , vol.1 , Issue.3 , pp. 319-326
    • Geypens, M.1    Vanongenval, L.2    Vogels, N.3    Meykens, J.4
  • 7
    • 14144250200 scopus 로고    scopus 로고
    • Comparison of kriging with external drift and regression kriging
    • Technical Report. International Institute for Geo-information Science and Earth Observation. Available at, Accessed 11 Jun 2007
    • Hengl T, Heuvelink G B M, Stein A (2003). Comparison of kriging with external drift and regression kriging. Technical Report. International Institute for Geo-information Science and Earth Observation. Available at: www. itc. nl/library/academic_output. Accessed 11 Jun 2007.
    • (2003)
    • Hengl, T.1    Heuvelink, G.B.M.2    Stein, A.3
  • 8
    • 1842583695 scopus 로고    scopus 로고
    • A generic framework for spatial prediction of soil variables based on regression-kriging
    • Hengl T, Heuvelink G B M, Stein A (2004). A generic framework for spatial prediction of soil variables based on regression-kriging. Geoderma, 120(1-2): 75-93.
    • (2004) Geoderma , vol.120 , Issue.1-2 , pp. 75-93
    • Hengl, T.1    Heuvelink, G.B.M.2    Stein, A.3
  • 9
    • 0034930460 scopus 로고    scopus 로고
    • Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensors
    • Hummel J W, Sudduth K A, Hollinger S E (2001). Soil moisture and organic matter prediction of surface and subsurface soils using an NIR soil sensors. Comput Electron Agric, 32(2): 149-165.
    • (2001) Comput Electron Agric , vol.32 , Issue.2 , pp. 149-165
    • Hummel, J.W.1    Sudduth, K.A.2    Hollinger, S.E.3
  • 10
    • 22744448703 scopus 로고    scopus 로고
    • Spatial variability analysis of soil physical properties of alluvial soils
    • Iqbal J, Thomasson J A, Jenkins J N, Owens P R, Whisler F D (2005). Spatial variability analysis of soil physical properties of alluvial soils. SSSAJ, 69(4): 1338-1350.
    • (2005) Sssaj , vol.69 , Issue.4 , pp. 1338-1350
    • Iqbal, J.1    Thomasson, J.A.2    Jenkins, J.N.3    Owens, P.R.4    Whisler, F.D.5
  • 11
    • 0027524356 scopus 로고
    • Generalized covariance function in estimation
    • Kitanidis P K (1993). Generalized covariance function in estimation. Math Geol, 25(5): 525-540.
    • (1993) Math Geol , vol.25 , Issue.5 , pp. 525-540
    • Kitanidis, P.K.1
  • 12
    • 0029412517 scopus 로고
    • A comparison of kriging, co-kriging, and kriging combined with regression for spatial interpolation of horizon depth with censored observations
    • Knotters M, Brus D J, Voshaar J H O (1995). A comparison of kriging, co-kriging, and kriging combined with regression for spatial interpolation of horizon depth with censored observations. Geoderma, 67(3-4): 227-246.
    • (1995) Geoderma , vol.67 , Issue.3-4 , pp. 227-246
    • Knotters, M.1    Brus, D.J.2    Voshaar, J.H.O.3
  • 15
    • 0028557530 scopus 로고
    • Spatial prediction of soil properties from landform attributes derived from a digital elevation model
    • Odeh I O A, McBratney A B, Chittleborough D J (1994). Spatial prediction of soil properties from landform attributes derived from a digital elevation model. Geoderma, 63(3-4): 197-214.
    • (1994) Geoderma , vol.63 , Issue.3-4 , pp. 197-214
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 16
    • 0029542857 scopus 로고
    • Further results on prediction of soil properties from terrain attributes: Heterotopic co-kriging and regression-kriging
    • Odeh I O A, McBratney A B, Chittleborough D J (1995). Further results on prediction of soil properties from terrain attributes: Heterotopic co-kriging and regression-kriging. Geoderma, 67(3-4): 215-226.
    • (1995) Geoderma , vol.67 , Issue.3-4 , pp. 215-226
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 17
    • 0033501833 scopus 로고    scopus 로고
    • Submeter spatial variability of selected soil and bermudagrass production variables
    • Solie J B, Raun W R, Stone M L (1999). Submeter spatial variability of selected soil and bermudagrass production variables. SSSAJ, 63(6): 1724-1733.
    • (1999) Sssaj , vol.63 , Issue.6 , pp. 1724-1733
    • Solie, J.B.1    Raun, W.R.2    Stone, M.L.3
  • 18
    • 27644478749 scopus 로고    scopus 로고
    • IKONOS imagery to estimate surface soil property variability in two Alabama physiographies
    • Sullivan D G, Shaw J N, Rickman D (2005). IKONOS imagery to estimate surface soil property variability in two Alabama physiographies. SSSAJ, 69: 1789-1798.
    • (2005) Sssaj , vol.69 , pp. 1789-1798
    • Sullivan, D.G.1    Shaw, J.N.2    Rickman, D.3
  • 19
    • 0035727969 scopus 로고    scopus 로고
    • Soil reflectance sensing for determining soil properties in precision agriculture
    • Thomasson J A, Sui R, Cox M S, Al-Rajehy A (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
  • 20
    • 0000222517 scopus 로고
    • Mapping soil test phosphorous and potassium for variable-rate fertilize application
    • Wollenhaupt N C, Wolkowski R P, Clayton M K (1994). Mapping soil test phosphorous and potassium for variable-rate fertilize application. J Prod Agric, 7(4): 441-447.
    • (1994) J Prod Agric , vol.7 , Issue.4 , pp. 441-447
    • Wollenhaupt, N.C.1    Wolkowski, R.P.2    Clayton, M.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.