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Volumn 63, Issue 4, 2006, Pages 386-395

Neural network and state-space models for studying relationships among soil properties

Author keywords

Latent variables; Prediction models; Soil attributes; Spatial transect

Indexed keywords


EID: 33747310677     PISSN: 01039016     EISSN: 1678992X     Source Type: Journal    
DOI: 10.1590/s0103-90162006000400010     Document Type: Article
Times cited : (9)

References (36)
  • 1
    • 84958437920 scopus 로고
    • Determination of nitrogen in soil by the Kjeldahl method
    • BREMNER, J.M. Determination of nitrogen in soil by the Kjeldahl method. Journal of Agricultural Science, v.55, p.11-33, 1960.
    • (1960) Journal of Agricultural Science , vol.55 , pp. 11-33
    • Bremner, J.M.1
  • 2
    • 84936916896 scopus 로고
    • Robust locally weighted regression and smoothing scatterplots
    • CLEVELAND, W.S. Robust locally weighted regression and smoothing scatterplots. Journal of the American Statistical Association, v.74, p.829-836, 1979.
    • (1979) Journal of the American Statistical Association , vol.74 , pp. 829-836
    • Cleveland, W.S.1
  • 4
    • 0003971228 scopus 로고    scopus 로고
    • Centro Nacional de Pesquisa de Solo Brasília: Embrapa Solos
    • EMPRESA BRASILEIRA DE PESQUISA AGROPECUÁRIA. Centro Nacional de Pesquisa de Solo. Sistema brasileiro de classificação de solos. Brasília: Embrapa Solos, 1999. 412p.
    • (1999) Sistema Brasileiro de Classificação de Solos
  • 10
    • 0036062697 scopus 로고    scopus 로고
    • From pedotransfer functions to soil inference systems
    • MCBRATNEY, A.B.; MINASNY, B.; CATTLE, S.R.; VERVOORT, R.W. From pedotransfer functions to soil inference systems. Geoderma, v.109, p.41-73, 2002.
    • (2002) Geoderma , vol.109 , pp. 41-73
    • Mcbratney, A.B.1    Minasny, B.2    Cattle, S.R.3    Vervoort, R.W.4
  • 11
    • 0013308921 scopus 로고
    • Soil test level variability in Southern Minnesota
    • MCGRAW, T. Soil test level variability in Southern Minnesota. Better Crops, v.78, p.24-25, 1994.
    • (1994) Better Crops , vol.78 , pp. 24-25
    • Mcgraw, T.1
  • 13
    • 0033404164 scopus 로고    scopus 로고
    • Comparison of different approaches to the development of pedotransfer functions for water-retention curves
    • MINASNY, B.; MCBRATNEY, A.B.; BRISTOW, K.L. Comparison of different approaches to the development of pedotransfer functions for water-retention curves. Geoderma, v.93, p.225-253, 1999.
    • (1999) Geoderma , vol.93 , pp. 225-253
    • Minasny, B.1    Mcbratney, A.B.2    Bristow, K.L.3
  • 14
    • 0043131914 scopus 로고    scopus 로고
    • Functional evaluation of pedotransfer functions derived from different scales of data collection
    • NEMES, A.; SCHAAP, M.G.; WÖSTEN, J.H.M. Functional evaluation of pedotransfer functions derived from different scales of data collection. Soil Science Society of America Journal, v.67, p.1093-1102, 2003.
    • (2003) Soil Science Society of America Journal , vol.67 , pp. 1093-1102
    • Nemes, A.1    Schaap, M.G.2    Wösten, J.H.M.3
  • 15
    • 0001398179 scopus 로고
    • Statistical opportunities for analyzing spatial and temporal heterogeneity of field soils
    • NIELSEN, D.R.; ALEMI, M.H. Statistical opportunities for analyzing spatial and temporal heterogeneity of field soils. Plant and Soil, v.115, p.285-296, 1989.
    • (1989) Plant and Soil , vol.115 , pp. 285-296
    • Nielsen, D.R.1    Alemi, M.H.2
  • 17
    • 0030473352 scopus 로고    scopus 로고
    • Artificial neural networks to estimate soil water retention from easily measurable data
    • PACHEPSKY, Y.A.; TIMLIN, D.J.; VARALLYAY, G. Artificial neural networks to estimate soil water retention from easily measurable data. Soil Science Society of America Journal, v.60, p.727-733, 1996.
    • (1996) Soil Science Society of America Journal , vol.60 , pp. 727-733
    • Pachepsky, Y.A.1    Timlin, D.J.2    Varallyay, G.3
  • 23
    • 85104320910 scopus 로고    scopus 로고
    • Soil organic carbon and nitrogen
    • DORAN, J.W.; JONES, A.J. (Ed.). Madison: SSSA, Special Publication, 49
    • SIKORA, L.J.; STOTT, D.E. Soil organic carbon and nitrogen. In: DORAN, J.W.; JONES, A.J. (Ed.). Methods for assessing soil quality. Madison: SSSA, 1996. p.157-167. (Special Publication, 49).
    • (1996) Methods for Assessing Soil Quality , pp. 157-167
    • Sikora, L.J.1    Stott, D.E.2
  • 25
    • 84977745890 scopus 로고    scopus 로고
    • State-space analysis of soil data: An approach based on space-varying regression models
    • TIMM, L.C.; BARBOSA, E.P.; SOUZA, M.D.; DYNIA, J.F.; REICHARDT, K. State-space analysis of soil data: an approach based on space-varying regression models. Scientia Agricola, v.60, p.371-376, 2003a.
    • (2003) Scientia Agricola , vol.60 , pp. 371-376
    • Timm, L.C.1    Barbosa, E.P.2    Souza, M.D.3    Dynia, J.F.4    Reichardt, K.5
  • 29
    • 0019057216 scopus 로고
    • A closed-form equation for predicting the hydraulic conductivity of unsaturated soils
    • VAN GENUCHTEN, M.TH. A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Science Society of America Journal, v.44, p.892-898, 1980.
    • (1980) Soil Science Society of America Journal , vol.44 , pp. 892-898
    • Van Genuchten, M.T.H.1
  • 30
    • 0024873590 scopus 로고
    • Estimating the soil moisture retention characteristic from texture, bulk density and carbon content
    • VEREECKEN, H.; MAES, J.; FEYEN, J.; DARIUS, P. Estimating the soil moisture retention characteristic from texture, bulk density and carbon content. Soil Science, v.148, p.389-403, 1989.
    • (1989) Soil Science , vol.148 , pp. 389-403
    • Vereecken, H.1    Maes, J.2    Feyen, J.3    Darius, P.4
  • 31
    • 84929047274 scopus 로고
    • An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method
    • WALKEY, A.; BLACK, I.A. An examination of the Degtjareff method for determining soil organic matter and a proposed modification of the chromic acid titration method. Soil Science, v.37, p.29-38, 1934.
    • (1934) Soil Science , vol.37 , pp. 29-38
    • Walkey, A.1    Black, I.A.2
  • 34
    • 0037430332 scopus 로고    scopus 로고
    • Predicting yield of barley across a landscape: A state-space modeling approach
    • WENDROTH, O.; REUTER, H.I.; KERSEBAUM, K.C. Predicting yield of barley across a landscape: a state-space modeling approach. Journal of Hydrology, v.272, p.250-263, 2003.
    • (2003) Journal of Hydrology , vol.272 , pp. 250-263
    • Wendroth, O.1    Reuter, H.I.2    Kersebaum, K.C.3
  • 36
    • 0344731425 scopus 로고    scopus 로고
    • Development and use of a database of hydraulic properties of European soils
    • WÖSTEN, J.H.M.; LILLY, A.; NEMES, A.; LE BAS, C. Development and use of a database of hydraulic properties of European soils. Geoderma, v.90, p.169-185, 1999.
    • (1999) Geoderma , vol.90 , pp. 169-185
    • Wösten, J.H.M.1    Lilly, A.2    Nemes, A.3    Le Bas, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.