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Volumn 199, Issue , 2013, Pages 106-116

Sensor data fusion for topsoil clay mapping

Author keywords

; Clay; ECa; Electrical conductivity; Gamma ray spectrometry; IDW; KNN; MAE; ME; PLS R; Proximal sensing; RMSE; Soil mapping; SOM

Indexed keywords

ECA; ELECTRICAL CONDUCTIVITY; GAMMA RAY SPECTROMETRY; IDW; KNN; MAE; ME; PLS-R; PROXIMAL SENSING; RMSE; SOIL MAPPING; SOM;

EID: 84875672430     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2012.10.007     Document Type: Article
Times cited : (58)

References (34)
  • 1
    • 84855921814 scopus 로고    scopus 로고
    • Development of on-the-go proximal soil sensor systems
    • Springer Science + Business Media B. V, Dordrecht, R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.)
    • Adamchuck V.I., Viscarra Rossel R.A. Development of on-the-go proximal soil sensor systems. Proximal Soil Sensing 2010, 15-27. Springer Science + Business Media B. V, Dordrecht. R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.).
    • (2010) Proximal Soil Sensing , pp. 15-27
    • Adamchuck, V.I.1    Viscarra Rossel, R.A.2
  • 2
    • 33746334457 scopus 로고    scopus 로고
    • Prediction of topsoil organic matter and clay content from measurements of spectral reflectance and electrical conductivity
    • Broge N.H., Thomsen A.G., Greve M.H. Prediction of topsoil organic matter and clay content from measurements of spectral reflectance and electrical conductivity. Acta Agriculturae Scandinavica Section B Soil and Plant Science 2004, 54(4):232-240.
    • (2004) Acta Agriculturae Scandinavica Section B Soil and Plant Science , vol.54 , Issue.4 , pp. 232-240
    • Broge, N.H.1    Thomsen, A.G.2    Greve, M.H.3
  • 3
    • 84875677065 scopus 로고    scopus 로고
    • Estimation of soil textural features from soil electrical conductivity recorded using the EM38
    • Domsch H., Giebel A. Estimation of soil textural features from soil electrical conductivity recorded using the EM38. Computers and Electronics in Agriculture 2004, 5:20.
    • (2004) Computers and Electronics in Agriculture , vol.5 , pp. 20
    • Domsch, H.1    Giebel, A.2
  • 4
    • 84875641260 scopus 로고    scopus 로고
    • Clast lithology, provenance and weathering of Quaternary deposits in Västergötland, Sweden. Thesis for licenciate degree A16 Thesis, Göteborg University, Gothenburg
    • Engdahl, M., 1997. Clast lithology, provenance and weathering of Quaternary deposits in Västergötland, Sweden. Thesis for licenciate degree A16 Thesis, Göteborg University, Gothenburg, 90 pp.
    • (1997) , pp. 90
    • Engdahl, M.1
  • 6
    • 76749142575 scopus 로고    scopus 로고
    • Precision agriculture and food security
    • Gebbers R., Adamchuk V.I. Precision agriculture and food security. Science 2010, 327:4.
    • (2010) Science , vol.327 , pp. 4
    • Gebbers, R.1    Adamchuk, V.I.2
  • 7
    • 85075752961 scopus 로고
    • Particle size analysis
    • Soil science society of America, Madison, A. Klute (Ed.)
    • Gee G.W., Bauder J.W. Particle size analysis. Physical and Mineralogical Methods 1986, 383-411. Soil science society of America, Madison. A. Klute (Ed.).
    • (1986) Physical and Mineralogical Methods , pp. 383-411
    • Gee, G.W.1    Bauder, J.W.2
  • 8
    • 60649110312 scopus 로고    scopus 로고
    • Predicting regional-scale soil variability using a single calibrated apparent soil electrical conductivity model
    • Harvey O.R., Morgan C.L.S. Predicting regional-scale soil variability using a single calibrated apparent soil electrical conductivity model. Soil Science Society of America Journal 2009, 73(1):164-169.
    • (2009) Soil Science Society of America Journal , vol.73 , Issue.1 , pp. 164-169
    • Harvey, O.R.1    Morgan, C.L.S.2
  • 16
    • 54949129809 scopus 로고    scopus 로고
    • Spatial heterogeneity of soil properties and its mapping with apparent electrical conductivity
    • Mertens F.M., Paetzold S., Welp G. Spatial heterogeneity of soil properties and its mapping with apparent electrical conductivity. Journal of Plant Nutrition and Soil Science 2008, 171(2):146-154.
    • (2008) Journal of Plant Nutrition and Soil Science , vol.171 , Issue.2 , pp. 146-154
    • Mertens, F.M.1    Paetzold, S.2    Welp, G.3
  • 17
    • 76749129671 scopus 로고    scopus 로고
    • Delineation of management zones using mobile measurements of soil apparent electrical conductivity and multivariate geostatistical techniques
    • Moral F.J., Terron J.M., da Silva J.R.M. Delineation of management zones using mobile measurements of soil apparent electrical conductivity and multivariate geostatistical techniques. Soil and Tillage Research 2010, 106(2):335-343.
    • (2010) Soil and Tillage Research , vol.106 , Issue.2 , pp. 335-343
    • Moral, F.J.1    Terron, J.M.2    da Silva, J.R.M.3
  • 18
    • 33645058876 scopus 로고    scopus 로고
    • Use of the nonparametric nearest neighbor approach to estimate soil hydraulic properties
    • Nemes A., Rawls W.J., Pachepsky Y.A. Use of the nonparametric nearest neighbor approach to estimate soil hydraulic properties. Soil Science Society of America Journal 2006, 70(2):327-336.
    • (2006) Soil Science Society of America Journal , vol.70 , Issue.2 , pp. 327-336
    • Nemes, A.1    Rawls, W.J.2    Pachepsky, Y.A.3
  • 19
    • 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. Spatial prediction of soil properties from landform attributes derived from a digital elevation model. Geoderma 1994, 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
  • 20
    • 0036899365 scopus 로고    scopus 로고
    • Applications using estimates of forest parameters derived from satellite and forest inventory data
    • Reese H., Nilsson M., Sandstrom P., Olsson H. Applications using estimates of forest parameters derived from satellite and forest inventory data. Computers and Electronics in Agriculture 2002, 37(1-3):37-55.
    • (2002) Computers and Electronics in Agriculture , vol.37 , Issue.1-3 , pp. 37-55
    • Reese, H.1    Nilsson, M.2    Sandstrom, P.3    Olsson, H.4
  • 21
    • 80255126001 scopus 로고    scopus 로고
    • Using apparent soil electrical conductivity (ECa) to characterize vineyard soils of high clay content
    • Rodriguez-Perez J.R., Plant R.E., Lambert J.J., Smart D.R. Using apparent soil electrical conductivity (ECa) to characterize vineyard soils of high clay content. Precision Agriculture 2011, 12(6):775-794.
    • (2011) Precision Agriculture , vol.12 , Issue.6 , pp. 775-794
    • Rodriguez-Perez, J.R.1    Plant, R.E.2    Lambert, J.J.3    Smart, D.R.4
  • 23
    • 85009423852 scopus 로고    scopus 로고
    • Relationships between soil properties and high-resolution radiometrics, central eastern Wheatbelt, Western Australia
    • Taylor J., Smettem K.R.J., Pracilio G., Verboom W.H. Relationships between soil properties and high-resolution radiometrics, central eastern Wheatbelt, Western Australia. Exploration Geophysics 2002, 33:7.
    • (2002) Exploration Geophysics , vol.33 , pp. 7
    • Taylor, J.1    Smettem, K.R.J.2    Pracilio, G.3    Verboom, W.H.4
  • 24
    • 84857123523 scopus 로고    scopus 로고
    • Comparing the ability of multiple soil sensors to predict soil properties in a Scottish potato production system
    • Springer Science + Business Media B. V, Dordrecht, R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.)
    • Taylor J., Short B., McBratney A.B., Wilson J. Comparing the ability of multiple soil sensors to predict soil properties in a Scottish potato production system. Proximal Soil Sensing 2010, 387-396. Springer Science + Business Media B. V, Dordrecht. R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.).
    • (2010) Proximal Soil Sensing , pp. 387-396
    • Taylor, J.1    Short, B.2    McBratney, A.B.3    Wilson, J.4
  • 25
    • 13844308383 scopus 로고    scopus 로고
    • Mapping clay content variation using electromagnetic induction techniques
    • Triantafilis J., Lesch S.M. Mapping clay content variation using electromagnetic induction techniques. Computers and Electronics in Agriculture 2005, 46(1-3):203-237.
    • (2005) Computers and Electronics in Agriculture , vol.46 , Issue.1-3 , pp. 203-237
    • Triantafilis, J.1    Lesch, S.M.2
  • 26
    • 0034952187 scopus 로고    scopus 로고
    • Comparison of statistical prediction methods for estimating field-scale clay content using different combinations of ancillary variables
    • Triantafilis J., Huckel A.I., Odeh I.O.A. Comparison of statistical prediction methods for estimating field-scale clay content using different combinations of ancillary variables. Soil Science 2001, 166(6):415-427.
    • (2001) Soil Science , vol.166 , Issue.6 , pp. 415-427
    • Triantafilis, J.1    Huckel, A.I.2    Odeh, I.O.A.3
  • 28
    • 80052967638 scopus 로고    scopus 로고
    • Gamma ray sensor for topsoil mapping: the mole
    • Springer Science + Business Media B. V, Dordrecht, R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.)
    • van Egmond F.M., Loonstra E., Limburg J. Gamma ray sensor for topsoil mapping: the mole. Proximal Soil Sensing 2010, 323-332. Springer Science + Business Media B. V, Dordrecht. R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.).
    • (2010) Proximal Soil Sensing , pp. 323-332
    • van Egmond, F.M.1    Loonstra, E.2    Limburg, J.3
  • 29
  • 32
    • 41549152978 scopus 로고    scopus 로고
    • The use of near infrared (NIR) spectroscopy to improve soil mapping at the farm scale
    • Wetterlind J., Stenberg B., Söderström M. The use of near infrared (NIR) spectroscopy to improve soil mapping at the farm scale. Precision Agriculture 2008, 9(1-2):57-69.
    • (2008) Precision Agriculture , vol.9 , Issue.1-2 , pp. 57-69
    • Wetterlind, J.1    Stenberg, B.2    Söderström, M.3
  • 33
    • 82555164158 scopus 로고    scopus 로고
    • Use of EM38 and gamma ray spectrometry as complementary sensors for high resolution soil property mapping
    • Springer Science + Business Media B. V, Dordrecht, R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.)
    • Wong M.T.F., Wittwer K., Oliver Y.M., Robertson M.J. Use of EM38 and gamma ray spectrometry as complementary sensors for high resolution soil property mapping. Proximal Soil Sensing 2010, 323-349. Springer Science + Business Media B. V, Dordrecht. R.A. Viscarra Rossel, A.B. McBratney, B. Minasny (Eds.).
    • (2010) Proximal Soil Sensing , pp. 323-349
    • Wong, M.T.F.1    Wittwer, K.2    Oliver, Y.M.3    Robertson, M.J.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.