메뉴 건너뛰기




Volumn 237, Issue , 2015, Pages 190-198

Digital soil property mapping and uncertainty estimation using soil class probability rasters

Author keywords

Digital soil property mapping; Prediction interval; Probability rasters; Uncertainty estimation; Weighted means

Indexed keywords

DATA MINING; FORECASTING; MAPPING; PH; PROBABILITY DISTRIBUTIONS; SOILS; UNCERTAINTY ANALYSIS;

EID: 84900835265     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2014.09.009     Document Type: Article
Times cited : (48)

References (45)
  • 1
    • 0017930224 scopus 로고
    • Variability of hydraulic conductivity within and between nine Wisconsin soil series
    • Baker F.G. Variability of hydraulic conductivity within and between nine Wisconsin soil series. Water Resour. Res. 1978, 14(1):103-108. 10.1029/WR014i001p00103.
    • (1978) Water Resour. Res. , vol.14 , Issue.1 , pp. 103-108
    • Baker, F.G.1
  • 2
    • 0032846868 scopus 로고    scopus 로고
    • Modelling soil attribute depth functions with equal-area quadratic smoothing splines
    • Bishop T.F.A., McBratney A.B., Laslett G.M. Modelling soil attribute depth functions with equal-area quadratic smoothing splines. Geoderma 1999, 91:27-45. 10.1016/S0016-7061(99)00003-8.
    • (1999) Geoderma , vol.91 , pp. 27-45
    • Bishop, T.F.A.1    McBratney, A.B.2    Laslett, G.M.3
  • 3
    • 0034893206 scopus 로고    scopus 로고
    • Disaggregation of polygons of surficial geology and soil maps using spatial modelling and legacy data
    • Bui E.N., Moran C.J. Disaggregation of polygons of surficial geology and soil maps using spatial modelling and legacy data. Geoderma 2001, 103:79-94. 10.1016/S0016-7061(01)00070-2.
    • (2001) Geoderma , vol.103 , pp. 79-94
    • Bui, E.N.1    Moran, C.J.2
  • 4
    • 0018921952 scopus 로고
    • Optimal interpolation and isarithmic mapping of soil properties: I. The semi-variogram and punctual kriging
    • Burgess T.M., Webster R. Optimal interpolation and isarithmic mapping of soil properties: I. The semi-variogram and punctual kriging. J. Soil Sci. 1980, 31:315-331. 10.1111/j.1365-2389.1980.tb02084.x.
    • (1980) J. Soil Sci. , vol.31 , pp. 315-331
    • Burgess, T.M.1    Webster, R.2
  • 5
    • 0018921134 scopus 로고
    • Optimal interpolation and isarithmic mapping of soil properties: II. Block kriging
    • Burgess T.M., Webster R. Optimal interpolation and isarithmic mapping of soil properties: II. Block kriging. J. Soil Sci. 1980, 31:333-341. 10.1111/j.1365-2389.1980.tb02085.x.
    • (1980) J. Soil Sci. , vol.31 , pp. 333-341
    • Burgess, T.M.1    Webster, R.2
  • 6
    • 0027332673 scopus 로고
    • Estimating regional organic carbon stocks and spatially covarying edaphic factors using soil maps at three scales
    • Davidson E.A., Lefebvre P.A. Estimating regional organic carbon stocks and spatially covarying edaphic factors using soil maps at three scales. Biogeochemistry 1993, 22:107-131.
    • (1993) Biogeochemistry , vol.22 , pp. 107-131
    • Davidson, E.A.1    Lefebvre, P.A.2
  • 7
    • 80053052441 scopus 로고    scopus 로고
    • Application of fuzzy logic to Boolean models for digital soil assessment
    • De Gruijter J.J., Walvoort D.J.J., Bragato G. Application of fuzzy logic to Boolean models for digital soil assessment. Geoderma 2011, 166:15-33. 10.1016/j.geoderma.2011.06.003.
    • (2011) Geoderma , vol.166 , pp. 15-33
    • De Gruijter, J.J.1    Walvoort, D.J.J.2    Bragato, G.3
  • 8
    • 0043131886 scopus 로고    scopus 로고
    • Sources of uncertainty affecting soil organic carbon estimates in northern New York
    • Galbraith J.M., Kleinman P.J.A., Bryant R.B. Sources of uncertainty affecting soil organic carbon estimates in northern New York. Soil Sci. Soc. Am. J. 2003, 67:1206-1212. 10.2136/sssaj2003.1206.
    • (2003) Soil Sci. Soc. Am. J. , vol.67 , pp. 1206-1212
    • Galbraith, J.M.1    Kleinman, P.J.A.2    Bryant, R.B.3
  • 10
    • 84860561187 scopus 로고    scopus 로고
    • Spatial disaggregation of complex soil map units: a decision-tree based approach in Bavarian forest soils
    • Häring T., Dietz E., Osenstetter S., Koschitzki T., Schröder B. Spatial disaggregation of complex soil map units: a decision-tree based approach in Bavarian forest soils. Geoderma 2012, 185-186:37-47. 10.1016/j.geoderma.2012.04.001.
    • (2012) Geoderma , pp. 37-47
    • Häring, T.1    Dietz, E.2    Osenstetter, S.3    Koschitzki, T.4    Schröder, B.5
  • 12
    • 9644281522 scopus 로고    scopus 로고
    • Australia-wide predictions of soil properties using decision trees
    • Henderson B.L., Bui E.N., Moran C.J., Simon D.A.P. Australia-wide predictions of soil properties using decision trees. Geoderma 2005, 124:383-398. 10.1016/j.geoderma.2004.06.007.
    • (2005) Geoderma , vol.124 , pp. 383-398
    • Henderson, B.L.1    Bui, E.N.2    Moran, C.J.3    Simon, D.A.P.4
  • 14
    • 0032077769 scopus 로고    scopus 로고
    • Regional soil organic carbon storage estimates for western Oregon by multiple approaches
    • Homann P.S., Sollins P., Fiorella M., Thorson T., Kern J.S. Regional soil organic carbon storage estimates for western Oregon by multiple approaches. Soil Sci. Soc. Am. J. 1998, 62(3):789-796. 10.2136/sssaj1998.03615995006200030036x.
    • (1998) Soil Sci. Soc. Am. J. , vol.62 , Issue.3 , pp. 789-796
    • Homann, P.S.1    Sollins, P.2    Fiorella, M.3    Thorson, T.4    Kern, J.S.5
  • 15
    • 0001083779 scopus 로고    scopus 로고
    • The triangular distribution as a proxy for the beta distribution in risk analysis
    • Johnson D. The triangular distribution as a proxy for the beta distribution in risk analysis. J. R. Stat. Soc. Ser. D Stat. 1997, 46(3):387-398. 10.1111/1467-9884.00091.
    • (1997) J. R. Stat. Soc. Ser. D Stat. , vol.46 , Issue.3 , pp. 387-398
    • Johnson, D.1
  • 16
    • 0020748627 scopus 로고
    • Three-point approximations for continuous random variables
    • Keefer D.L., Bodily S.E. Three-point approximations for continuous random variables. Manag. Sci. 1983, 29(5):595-609.
    • (1983) Manag. Sci. , vol.29 , Issue.5 , pp. 595-609
    • Keefer, D.L.1    Bodily, S.E.2
  • 17
    • 67349185839 scopus 로고    scopus 로고
    • Updating the 1:50,000 Dutch soil map using legacy soil data: a multinomial logistic regression approach
    • Kempen B., Brus D.J., Heuvelink G.B.M., Stoorvogel J.J. Updating the 1:50,000 Dutch soil map using legacy soil data: a multinomial logistic regression approach. Geoderma 2009, 151(3-4):311-326. 10.1016/j.geoderma.2009.04.023.
    • (2009) Geoderma , vol.151 , Issue.3-4 , pp. 311-326
    • Kempen, B.1    Brus, D.J.2    Heuvelink, G.B.M.3    Stoorvogel, J.J.4
  • 18
    • 79952900256 scopus 로고    scopus 로고
    • Three-dimensional mapping of soil organic matter content using soil type-specific depth functions
    • Kempen B., Brus D.J., Stoorvogel J.J. Three-dimensional mapping of soil organic matter content using soil type-specific depth functions. Geoderma 2011, 162(1-2):107-123. 10.1016/j.geoderma.2011.01.010.
    • (2011) Geoderma , vol.162 , Issue.1-2 , pp. 107-123
    • Kempen, B.1    Brus, D.J.2    Stoorvogel, J.J.3
  • 19
    • 77954285491 scopus 로고    scopus 로고
    • Pedometric mapping of soil organic matter using a soil map with quantified uncertainty
    • Kempen B., Heuvelink G.B.M., Brus D.J., Stoorvogel J.J. Pedometric mapping of soil organic matter using a soil map with quantified uncertainty. Eur. J. Soil Sci. 2010, 61(3):333-347. 10.1111/j.1365-2389.2010.01232.x.
    • (2010) Eur. J. Soil Sci. , vol.61 , Issue.3 , pp. 333-347
    • Kempen, B.1    Heuvelink, G.B.M.2    Brus, D.J.3    Stoorvogel, J.J.4
  • 21
    • 84895371024 scopus 로고    scopus 로고
    • Digital soil mapping: a state of the art
    • Springer Science+Business Media B.V. A.E. Hartemink, A.B. McBratney, M. Mendonça Santos (Eds.)
    • Lagacherie P. Digital soil mapping: a state of the art. Digital Soil Mapping With Limited Data 2008, 3-14. Springer Science+Business Media B.V. A.E. Hartemink, A.B. McBratney, M. Mendonça Santos (Eds.).
    • (2008) Digital Soil Mapping With Limited Data , pp. 3-14
    • Lagacherie, P.1
  • 22
    • 0024521543 scopus 로고
    • A concordance correlation coefficient to evaluate reproducibility
    • Lin L.I.-K. A concordance correlation coefficient to evaluate reproducibility. Biometrics 1989, 45:255-268. 10.2307/2532051.
    • (1989) Biometrics , vol.45 , pp. 255-268
    • Lin, L.I.-K.1
  • 23
    • 70449645048 scopus 로고    scopus 로고
    • Mapping continuous depth functions of soil carbon storage and available water capacity
    • Malone B.P., McBratney A.B., Minasny B., Laslett G.M. Mapping continuous depth functions of soil carbon storage and available water capacity. Geoderma 2009, 154:138-152. 10.1016/j.geoderma.2009.10.007.
    • (2009) Geoderma , vol.154 , pp. 138-152
    • Malone, B.P.1    McBratney, A.B.2    Minasny, B.3    Laslett, G.M.4
  • 24
    • 84900802166 scopus 로고    scopus 로고
    • Using model averaging to combine soil maps from analogue and digital sources
    • Malone B.P., Minasny B., Odgers N.P., McBratney A.B. Using model averaging to combine soil maps from analogue and digital sources. Geoderma 2014, 232-234:34-44. 10.1016/j.geoderma.2014.04.033.
    • (2014) Geoderma , pp. 34-44
    • Malone, B.P.1    Minasny, B.2    Odgers, N.P.3    McBratney, A.B.4
  • 26
    • 0030616390 scopus 로고    scopus 로고
    • Application of fuzzy sets in soil science: fuzzy logic, fuzzy measurements and fuzzy decisions
    • McBratney A.B., Odeh I.O.A. Application of fuzzy sets in soil science: fuzzy logic, fuzzy measurements and fuzzy decisions. Geoderma 1997, 77:85-113. 10.1016/S0016-7061(97)00017-7.
    • (1997) Geoderma , vol.77 , pp. 85-113
    • McBratney, A.B.1    Odeh, I.O.A.2
  • 27
    • 0020682449 scopus 로고
    • Optimal interpolation and isarithmic mapping of soil properties: V. Co-regionalization and multiple sampling strategy
    • McBratney A.B., Webster R. Optimal interpolation and isarithmic mapping of soil properties: V. Co-regionalization and multiple sampling strategy. J. Soil Sci. 1983, 34(1):137-162. 10.1111/j.1365-2389.1983.tb00820.x.
    • (1983) J. Soil Sci. , vol.34 , Issue.1 , pp. 137-162
    • McBratney, A.B.1    Webster, R.2
  • 28
    • 0032895729 scopus 로고    scopus 로고
    • Spatial prediction of soil properties using environmental correlation
    • McKenzie N.J., Ryan P.J. Spatial prediction of soil properties using environmental correlation. Geoderma 1999, 89:67-94. 10.1016/S0016-7061(98)00137-2.
    • (1999) Geoderma , vol.89 , pp. 67-94
    • McKenzie, N.J.1    Ryan, P.J.2
  • 29
    • 0027799065 scopus 로고
    • Soil attribute prediction using terrain analysis
    • Moore I.D., Gessler P.E., Nielsen G.A., Peterson G.A. Soil attribute prediction using terrain analysis. Soil Sci. Soc. Am. J. 1993, 57(2):443-452. 10.2136/sssaj1993.03615995005700020026x.
    • (1993) Soil Sci. Soc. Am. J. , vol.57 , Issue.2 , pp. 443-452
    • Moore, I.D.1    Gessler, P.E.2    Nielsen, G.A.3    Peterson, G.A.4
  • 30
    • 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, 63:197-214. 10.1016/0016-7061(94)90063-9.
    • (1994) Geoderma , vol.63 , pp. 197-214
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 31
    • 0029542857 scopus 로고
    • Further results on prediction of soil properties from terrain attributes: heterotopic cokriging and regression-kriging
    • Odeh I.O.A., McBratney A.B., Chittleborough D.J. Further results on prediction of soil properties from terrain attributes: heterotopic cokriging and regression-kriging. Geoderma 1995, 67:215-226. 10.1016/0016-7061(95)00007-B.
    • (1995) Geoderma , vol.67 , pp. 215-226
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 32
    • 84864410833 scopus 로고    scopus 로고
    • Equal-area spline functions applied to a legacy soil database to create weighted-means maps of soil organic carbon at a continental scale
    • Odgers N.P., Libohova Z., Thompson J.A. Equal-area spline functions applied to a legacy soil database to create weighted-means maps of soil organic carbon at a continental scale. Geoderma 2012, 189-190:153-163. 10.1016/j.geoderma.2012.05.026.
    • (2012) Geoderma , pp. 153-163
    • Odgers, N.P.1    Libohova, Z.2    Thompson, J.A.3
  • 33
    • 84888201835 scopus 로고    scopus 로고
    • Disaggregation and harmonisation of soil map units through resampled classification trees
    • Odgers N.P., Sun W., McBratney A.B., Minasny B., Clifford D. Disaggregation and harmonisation of soil map units through resampled classification trees. Geoderma 2014, 214:91-100. 10.1016/j.geoderma.2013.09.024.
    • (2014) Geoderma , vol.214 , pp. 91-100
    • Odgers, N.P.1    Sun, W.2    McBratney, A.B.3    Minasny, B.4    Clifford, D.5
  • 36
    • 0001268552 scopus 로고
    • A reliable data-based bandwidth selection method for kernel density estimation
    • Sheather S.J., Jones M.C. A reliable data-based bandwidth selection method for kernel density estimation. J. R. Stat. Soc. Ser. B Methodol. 1991, 53(3):683-690.
    • (1991) J. R. Stat. Soc. Ser. B Methodol. , vol.53 , Issue.3 , pp. 683-690
    • Sheather, S.J.1    Jones, M.C.2
  • 38
    • 0007863404 scopus 로고
    • Methods of soil surveying in use at the Netherlands Soil Survey Institute
    • Steur G.G.L. Methods of soil surveying in use at the Netherlands Soil Survey Institute. Boor Spade 1961, 11:59-77.
    • (1961) Boor Spade , vol.11 , pp. 59-77
    • Steur, G.G.L.1
  • 39
    • 84884182879 scopus 로고    scopus 로고
    • Disaggregation of component soil series using possibilistic decision trees from an Ohio County soil survey map
    • Subburayalu S., Jenhani I., Slater B.K. Disaggregation of component soil series using possibilistic decision trees from an Ohio County soil survey map. Geoderma 2014, 213:334-345. 10.1016/j.geoderma.2013.08.018.
    • (2014) Geoderma , vol.213 , pp. 334-345
    • Subburayalu, S.1    Jenhani, I.2    Slater, B.K.3
  • 40
    • 84876423846 scopus 로고    scopus 로고
    • Uncertainty quantification of soil property maps with statistical expert elicitation
    • Truong P.N., Heuvelink G.B.M. Uncertainty quantification of soil property maps with statistical expert elicitation. Geoderma 2013, 202-203:142-152. 10.1016/j.geoderma.2013.03.016.
    • (2013) Geoderma , pp. 142-152
    • Truong, P.N.1    Heuvelink, G.B.M.2
  • 41
    • 0025586634 scopus 로고
    • A comparison of kriging, cubic splines and classification for predicting soil properties from sample information
    • Voltz M., Webster R. A comparison of kriging, cubic splines and classification for predicting soil properties from sample information. J. Soil Sci. 1990, 41(3):473-490. 10.1111/j.1365-2389.1990.tb00080.x.
    • (1990) J. Soil Sci. , vol.41 , Issue.3 , pp. 473-490
    • Voltz, M.1    Webster, R.2
  • 42
    • 0026486497 scopus 로고
    • Sample adequately to estimate variograms of soil properties
    • Webster R., Oliver M.A. Sample adequately to estimate variograms of soil properties. J. Soil Sci. 1992, 43:177-192. 10.1111/j.1365-2389.1992.tb00128.x.
    • (1992) J. Soil Sci. , vol.43 , pp. 177-192
    • Webster, R.1    Oliver, M.A.2
  • 43
    • 0026837875 scopus 로고
    • Practical use of distributions in network analysis
    • Williams T.M. Practical use of distributions in network analysis. J. Oper. Res. Soc. 1992, 43(3):265-270.
    • (1992) J. Oper. Res. Soc. , vol.43 , Issue.3 , pp. 265-270
    • Williams, T.M.1
  • 44
    • 0028739325 scopus 로고
    • A knowledge-based approach to data integration for soil mapping
    • Zhu A.X., Band L.E. A knowledge-based approach to data integration for soil mapping. Can. J. Remote. Sens. 1994, 20:408-418.
    • (1994) Can. J. Remote. Sens. , vol.20 , pp. 408-418
    • Zhu, A.X.1    Band, L.E.2
  • 45
    • 0031456889 scopus 로고    scopus 로고
    • Derivation of soil properties using a Soil Land Inference Model (SoLIM)
    • Zhu A.X., Band L.E., Vertessy R., Dutton B. Derivation of soil properties using a Soil Land Inference Model (SoLIM). Soil Sci. Soc. Am. J. 1997, 61(2):523-533. 10.2136/sssaj1997.03615995006100020022x.
    • (1997) Soil Sci. Soc. Am. J. , vol.61 , Issue.2 , pp. 523-533
    • Zhu, A.X.1    Band, L.E.2    Vertessy, R.3    Dutton, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.