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Volumn 175, Issue 2, 2012, Pages 221-235

Pedotransfer functions for water retention and unsaturated hydraulic conductivity of forest soils

Author keywords

Forest soils; Hydraulic conductivity; Pedotransfer functions; Water retention

Indexed keywords


EID: 84859383965     PISSN: 14368730     EISSN: 15222624     Source Type: Journal    
DOI: 10.1002/jpln.201100139     Document Type: Article
Times cited : (31)

References (43)
  • 1
    • 84859385356 scopus 로고    scopus 로고
    • Ad-hoc-AG Boden: Bodenkundliche Kartieranleitung (in German). 5th edn., Hannover.
    • Ad-hoc-AG Boden (2005): Bodenkundliche Kartieranleitung (in German). 5th edn., Hannover.
    • (2005)
  • 2
    • 68249087652 scopus 로고    scopus 로고
    • Fitting performance of particle-size distribution models on data derived by conventional and laser diffraction techniques
    • DOI: 10.2136/sssaj2007.0433.
    • Bah, A. R., Kravchuk, O., Kirchhof, G. (2009): Fitting performance of particle-size distribution models on data derived by conventional and laser diffraction techniques. Soil Sci. Soc. Am. J. 73, 1101-1107, DOI: 10.2136/sssaj2007.0433.
    • (2009) Soil Sci. Soc. Am. J. , vol.73 , pp. 1101-1107
    • Bah, A.R.1    Kravchuk, O.2    Kirchhof, G.3
  • 3
    • 0030511846 scopus 로고    scopus 로고
    • Development of a world data set of soil water retention properties using pedotransfer rules.
    • DOI: 10.1016/0016-7061(95)00089-5.
    • Batjes, N. H. (1996): Development of a world data set of soil water retention properties using pedotransfer rules. Geoderma 71, 31-52, DOI: 10.1016/0016-7061(95)00089-5.
    • (1996) Geoderma , vol.71 , pp. 31-52
    • Batjes, N.H.1
  • 4
    • 84859398596 scopus 로고    scopus 로고
    • (eds.) Methods of Soil Analysis, Physical Methods. SSSA Book Series 5, Madison, WI.
    • Dane, J. H., Topp, G. C. (eds.) (2002): Methods of Soil Analysis, Part 4, Physical Methods. SSSA Book Series 5, Madison, WI.
    • (2002) , Issue.PART 4
    • Dane, J.H.1    Topp, G.C.2
  • 5
    • 84891585138 scopus 로고    scopus 로고
    • Ecology and Management of Forest Soils
    • 3rd edn., John Wiley and Sons Inc.
    • Fisher, R. F., Binkley, D. (2000): Ecology and Management of Forest Soils. 3rd edn., John Wiley and Sons Inc.
    • (2000)
    • Fisher, R.F.1    Binkley, D.2
  • 6
    • 33845514960 scopus 로고
    • Some steady-state solutions of the unsaturated moisture flow equation with application to evaporation from a water table.
    • Gardner, W. R. (1958): Some steady-state solutions of the unsaturated moisture flow equation with application to evaporation from a water table. Soil Sci. 85, 228-232.
    • (1958) Soil Sci. , vol.85 , pp. 228-232
    • Gardner, W.R.1
  • 7
    • 84859391534 scopus 로고    scopus 로고
    • Inverse methods, in Dane, J. H., Topp, G. C. (eds.): Methods of Soil Analysis, Physical Methods. SSSA Book Series 5, Madison, WI
    • Hopmans, J. W., Šimůnek, J., Romano, N., Durner, W. (2002): Inverse methods, in Dane, J. H., Topp, G. C. (eds.): Methods of Soil Analysis, Part 4, Physical Methods. SSSA Book Series 5, Madison, WI, pp. 963-1074.
    • (2002) , Issue.PART 4 , pp. 963-1074
    • Hopmans, J.W.1    Šimůnek, J.2    Romano, N.3    Durner, W.4
  • 8
    • 36649006457 scopus 로고    scopus 로고
    • Free-form estimation of the unsaturated soil hydraulic properties by inverse modeling using global optimization
    • DOI: 10.1029/2006WR005845.
    • Iden, S. C., Durner, W. (2007): Free-form estimation of the unsaturated soil hydraulic properties by inverse modeling using global optimization. Water Resour. Res. 43, W07451, DOI: 10.1029/2006WR005845.
    • (2007) Water Resour. Res. , vol.43
    • Iden, S.C.1    Durner, W.2
  • 9
    • 0030864198 scopus 로고    scopus 로고
    • Comparison of laser grain size analysis with pipette and sieve analysis: a solution for the underestimation of the clay fraction
    • DOI: 10.1046/j.1365-3091.1997.d01-38.x
    • Konert, M., Vandenberghe, J. (1997): Comparison of laser grain size analysis with pipette and sieve analysis: a solution for the underestimation of the clay fraction. Sedimentology 44, 523-535, DOI: 10.1046/j.1365-3091.1997.d01-38.x
    • (1997) Sedimentology , vol.44 , pp. 523-535
    • Konert, M.1    Vandenberghe, J.2
  • 10
    • 0032884033 scopus 로고    scopus 로고
    • Effects of soil morphology on hydraulic properties: I. Quantification of soil morphology
    • DOI: 10.2136/sssaj1999.634948x
    • Lin, H. S., McInnes, K. J., Wilding, L. P., Hallmark, C. T. (1999a): Effects of soil morphology on hydraulic properties: I. Quantification of soil morphology. Soil Sci. Soc. Am. J. 63, 948-954, DOI: 10.2136/sssaj1999.634948x
    • (1999) Soil Sci. Soc. Am. J. , vol.63 , pp. 948-954
    • Lin, H.S.1    McInnes, K.J.2    Wilding, L.P.3    Hallmark, C.T.4
  • 11
    • 0032854093 scopus 로고    scopus 로고
    • Effects of soil morphology on hydraulic properties: II. Hydraulic pedotransfer functions
    • DOI: 10.2136/sssaj1999.634955x
    • Lin, H. S., McInnes, K. J., Wilding, L. P., Hallmark, C. T. (1999b): Effects of soil morphology on hydraulic properties: II. Hydraulic pedotransfer functions. Soil Sci. Soc. Am. J. 63, 955-961, DOI: 10.2136/sssaj1999.634955x
    • (1999) Soil Sci. Soc. Am. J. , vol.63 , pp. 955-961
    • Lin, H.S.1    McInnes, K.J.2    Wilding, L.P.3    Hallmark, C.T.4
  • 12
    • 0036062697 scopus 로고    scopus 로고
    • From pedotransfer functions to soil inference systems
    • DOI: 10.1016/S0016-7061(02)00139-8.
    • McBratney, A. B., Minasny, B., Cattle, S. R., Vervoort, R. W. (2002): From pedotransfer functions to soil inference systems. Geoderma 109, 41-73, DOI: 10.1016/S0016-7061(02)00139-8.
    • (2002) Geoderma , vol.109 , pp. 41-73
    • McBratney, A.B.1    Minasny, B.2    Cattle, S.R.3    Vervoort, R.W.4
  • 13
    • 0034163881 scopus 로고    scopus 로고
    • Prediction of near-saturated hydraulic conductivity in three podzolic boreal forest soils
    • DOI: 10.2136/sssaj2000.642485x
    • Mecke, M., Westman, C. J., Ilvesniemi, H. (2000): Prediction of near-saturated hydraulic conductivity in three podzolic boreal forest soils. Soil Sci. Soc. Am. J. 64, 485-492, DOI: 10.2136/sssaj2000.642485x
    • (2000) Soil Sci. Soc. Am. J. , vol.64 , pp. 485-492
    • Mecke, M.1    Westman, C.J.2    Ilvesniemi, H.3
  • 14
    • 1542351227 scopus 로고    scopus 로고
    • Neural networks prediction of soil hydraulic functions for alluvial soils using multistep outflow data
    • DOI: 10.2136/sssaj2004.4170.
    • Minasny, B., Hopmans, J. W., Harter, T., Eching, S. O., Tuli, A., Denton, M. A. (2004): Neural networks prediction of soil hydraulic functions for alluvial soils using multistep outflow data. Soil Sci. Soc. Am. J. 68, 417-429, DOI: 10.2136/sssaj2004.4170.
    • (2004) Soil Sci. Soc. Am. J. , vol.68 , pp. 417-429
    • Minasny, B.1    Hopmans, J.W.2    Harter, T.3    Eching, S.O.4    Tuli, A.5    Denton, M.A.6
  • 15
    • 0016961814 scopus 로고
    • A new model for predicting the hydraulic conductivity of unsaturated porous media
    • DOI: 10.1029/WR012i003p00513.
    • Mualem, Y. (1976): A new model for predicting the hydraulic conductivity of unsaturated porous media. Water Resour. Res. 12, 513-521, DOI: 10.1029/WR012i003p00513.
    • (1976) Water Resour. Res. , vol.12 , pp. 513-521
    • Mualem, Y.1
  • 16
    • 0035479780 scopus 로고    scopus 로고
    • Description of the unsaturated soil hydraulic database UNSODA version 2.0
    • DOI: 10.1016/S0022-1694(01)00465-6.
    • Nemes, A., Schaap, M. G., Leij, F. J., Wösten, J. H. M. (2001): Description of the unsaturated soil hydraulic database UNSODA version 2.0. J. Hydrol. 251, 151-162, DOI: 10.1016/S0022-1694(01)00465-6.
    • (2001) J. Hydrol. , vol.251 , pp. 151-162
    • Nemes, A.1    Schaap, M.G.2    Leij, F.J.3    Wösten, J.H.M.4
  • 17
    • 0043131914 scopus 로고    scopus 로고
    • Functional evaluation of pedotransfer functions derived from different scales of data collection
    • DOI: 10.2136/sssaj2003.1093.
    • Nemes, A., Schaap, M. G., Wösten, J. H. M. (2003): Functional evaluation of pedotransfer functions derived from different scales of data collection. Soil Sci. Soc. Am. J. 67, 1093-1102, DOI: 10.2136/sssaj2003.1093.
    • (2003) Soil Sci. Soc. Am. J. , vol.67 , pp. 1093-1102
    • Nemes, A.1    Schaap, M.G.2    Wösten, J.H.M.3
  • 18
    • 33644829565 scopus 로고    scopus 로고
    • Development of pedotransfer functions in soil hydrology
    • (eds.): Developments in Soil Sciences, 30, Elsevier, Amsterdam, The Netherlands.
    • Pachepsky, Y. A., Rawls, W. J. (eds.) (2004): Development of pedotransfer functions in soil hydrology. Developments in Soil Sciences, 30, Elsevier, Amsterdam, The Netherlands.
    • (2004)
    • Pachepsky, Y.A.1    Rawls, W.J.2
  • 19
    • 0031702773 scopus 로고    scopus 로고
    • A hybrid global optimization method for inverse estimation of hydraulic parameters: Annealing-Simplex method.
    • DOI: 10.1029/98WR01672.
    • Pan, L., Wu, L. (1998): A hybrid global optimization method for inverse estimation of hydraulic parameters: Annealing-Simplex method. Water Resour. Res. 34, 2261-2269, DOI: 10.1029/98WR01672.
    • (1998) Water Resour. Res. , vol.34 , pp. 2261-2269
    • Pan, L.1    Wu, L.2
  • 20
    • 70349220036 scopus 로고    scopus 로고
    • Multistep outflow experiments to derive a soil hydraulic database for forest soils.
    • DOI: 10.1111/j.1365-2389.2009.01169.x
    • Puhlmann, H., von Wilpert, K., Lukes, M., Dröge, W. (2009): Multistep outflow experiments to derive a soil hydraulic database for forest soils. Eur. J. Soil Sci. 60, 792-806, DOI: 10.1111/j.1365-2389.2009.01169.x
    • (2009) Eur. J. Soil Sci. , vol.60 , pp. 792-806
    • Puhlmann, H.1    von Wilpert, K.2    Lukes, M.3    Dröge, W.4
  • 21
    • 0036299430 scopus 로고    scopus 로고
    • Soil consistence and structure as predictors of water retention.
    • Rawls, W. J., Pachepsky, Y. A. (2002): Soil consistence and structure as predictors of water retention. Soil Sci. Soc. Am. J. 66, 1115-1126.
    • (2002) Soil Sci. Soc. Am. J. , vol.66 , pp. 1115-1126
    • Rawls, W.J.1    Pachepsky, Y.A.2
  • 22
    • 34247647193 scopus 로고
    • Capillary conduction of liquids through porous media.
    • Richards, L. A. (1931): Capillary conduction of liquids through porous media. Physics 1, 318-333.
    • (1931) Physics , vol.1 , pp. 318-333
    • Richards, L.A.1
  • 23
    • 0031783722 scopus 로고    scopus 로고
    • Database-related accuracy and uncertainty of pedotransfer functions.
    • Schaap, M. G., Leij, F. J. (1998): Database-related accuracy and uncertainty of pedotransfer functions. Soil Sci. 163, 765-779.
    • (1998) Soil Sci. , vol.163 , pp. 765-779
    • Schaap, M.G.1    Leij, F.J.2
  • 24
    • 0030816505 scopus 로고    scopus 로고
    • Regionalization of soil water retention curves in a highly variable soilscape, I. Developing a new pedotransfer function.
    • DOI: 10.1016/S0016-7061(97)00046-3.
    • Scheinost, A. C., Sinowski, W., Auerswald, K. (1997): Regionalization of soil water retention curves in a highly variable soilscape, I. Developing a new pedotransfer function. Geoderma 78, 129-143, DOI: 10.1016/S0016-7061(97)00046-3.
    • (1997) Geoderma , vol.78 , pp. 129-143
    • Scheinost, A.C.1    Sinowski, W.2    Auerswald, K.3
  • 25
    • 13544258830 scopus 로고    scopus 로고
    • Artificial neural networks for estimating soil hydraulic parameters from dynamic flow experiments.
    • DOI: 10.1111/j.1365-2389.2004.00631.x
    • Schmitz, G. H., Puhlmann, H., Dröge, W., Lennartz, F. (2005): Artificial neural networks for estimating soil hydraulic parameters from dynamic flow experiments. Eur. J. Soil Sci. 56, 19-30, DOI: 10.1111/j.1365-2389.2004.00631.x
    • (2005) Eur. J. Soil Sci. , vol.56 , pp. 19-30
    • Schmitz, G.H.1    Puhlmann, H.2    Dröge, W.3    Lennartz, F.4
  • 26
    • 76749157481 scopus 로고    scopus 로고
    • Evaluation of pedotransfer functions for estimating soil hydraulic properties of prevalent soils in a catchment of the Bavarian Alps.
    • DOI: 10.1007/s10342-008-0241-7.
    • Stumpp, C., Engelhardt, S., Hofmann, M., Huwe, B. (2009): Evaluation of pedotransfer functions for estimating soil hydraulic properties of prevalent soils in a catchment of the Bavarian Alps. Eur. J. Forest Res. 128, 609-620, DOI: 10.1007/s10342-008-0241-7.
    • (2009) Eur. J. Forest Res. , vol.128 , pp. 609-620
    • Stumpp, C.1    Engelhardt, S.2    Hofmann, M.3    Huwe, B.4
  • 27
    • 65349091851 scopus 로고    scopus 로고
    • Determination of soil texture: comparison of the sedimentation method and the laser-diffraction analysis.
    • DOI: 10.1002/jpln.200800085.
    • Taubner, H., Roth, B., Tippkötter, R. (2009): Determination of soil texture: comparison of the sedimentation method and the laser-diffraction analysis. J. Plant Nutr. Soil Sci. 172, 161-171, DOI: 10.1002/jpln.200800085.
    • (2009) J. Plant Nutr. Soil Sci. , vol.172 , pp. 161-171
    • Taubner, H.1    Roth, B.2    Tippkötter, R.3
  • 28
    • 0141907344 scopus 로고    scopus 로고
    • Estimating water retention curves of forest soils from soil texture and bulk density.
    • DOI: 10.1002/jpln.200390001.
    • Teepe, R., Dilling, H., Beese, F. (2003): Estimating water retention curves of forest soils from soil texture and bulk density. J. Plant Nutr. Soil Sci. 166, 111-119, DOI: 10.1002/jpln.200390001.
    • (2003) J. Plant Nutr. Soil Sci. , vol.166 , pp. 111-119
    • Teepe, R.1    Dilling, H.2    Beese, F.3
  • 29
    • 0029656424 scopus 로고    scopus 로고
    • Accuracy of the saturated hydraulic conductivity prediction by pedo-transfer functions compared to the variability within FAO textural classes.
    • DOI: 10.1016/0016-7061(95)00050-X
    • Tietje, O., Hennings, V. (1996): Accuracy of the saturated hydraulic conductivity prediction by pedo-transfer functions compared to the variability within FAO textural classes. Geoderma 69, 71-84, DOI: 10.1016/0016-7061(95)00050-X
    • (1996) Geoderma , vol.69 , pp. 71-84
    • Tietje, O.1    Hennings, V.2
  • 30
    • 0019057216 scopus 로고
    • A closed-form equation for predicting the hydraulic conductivity of unsaturated soils.
    • van Genuchten, M. Th. (1980): A closed-form equation for predicting the hydraulic conductivity of unsaturated soils. Soil Sci. Soc. Am. J. 44, 892-898.
    • (1980) Soil Sci. Soc. Am. J. , vol.44 , pp. 892-898
    • van Genuchten, M.T.1
  • 31
    • 0028886733 scopus 로고
    • Estimating the unsaturated hydraulic conductivity from theoretical models using simple soil properties.
    • DOI: 10.1016/0016-7061(95)92543-X
    • Vereecken, H. (1995): Estimating the unsaturated hydraulic conductivity from theoretical models using simple soil properties. Geoderma 65, 81-92, DOI: 10.1016/0016-7061(95)92543-X
    • (1995) Geoderma , vol.65 , pp. 81-92
    • Vereecken, H.1
  • 32
    • 0024873590 scopus 로고
    • Estimating the soil moisture retention characteristic from texture, bulk density, and carbon content.
    • Vereecken, H., Maes, J., Feyen, J., Darius, P. (1989): Estimating the soil moisture retention characteristic from texture, bulk density, and carbon content. Soil Sci. 148, 389-403.
    • (1989) Soil Sci. , vol.148 , pp. 389-403
    • Vereecken, H.1    Maes, J.2    Feyen, J.3    Darius, P.4
  • 33
    • 0025205355 scopus 로고
    • Estimating unsaturated hydraulic conductivity from easily measured soil properties.
    • Vereecken, H., Maes, J., Feyen, J. (1990): Estimating unsaturated hydraulic conductivity from easily measured soil properties. Soil Sci. 149, 1-12.
    • (1990) Soil Sci. , vol.149 , pp. 1-12
    • Vereecken, H.1    Maes, J.2    Feyen, J.3
  • 34
    • 0034480368 scopus 로고    scopus 로고
    • Effect of the shape of the soil hydraulic functions near saturation on variably-saturated flow predictions.
    • DOI: 10.1016/S0309-1708(00)00037-3.
    • Vogel, T., van Genuchten, M. Th., Cislerova, M. (2001): Effect of the shape of the soil hydraulic functions near saturation on variably-saturated flow predictions. Adv. Water Resour. 24, 133-144, DOI: 10.1016/S0309-1708(00)00037-3.
    • (2001) Adv. Water Resour. , vol.24 , pp. 133-144
    • Vogel, T.1    van Genuchten, M.T.2    Cislerova, M.3
  • 35
    • 0034953442 scopus 로고    scopus 로고
    • Evaluation of pedo-transfer functions for unsaturated soil hydraulic conductivity using an independent data set.
    • DOI: 10.1016/S0016-7061(01)00037-4.
    • Wagner, B., Tarnawski, V. R., Hennings, V., Müller, U., Wessolek, G., Plagge, R. (2001): Evaluation of pedo-transfer functions for unsaturated soil hydraulic conductivity using an independent data set. Geoderma 102, 275-297, DOI: 10.1016/S0016-7061(01)00037-4.
    • (2001) Geoderma , vol.102 , pp. 275-297
    • Wagner, B.1    Tarnawski, V.R.2    Hennings, V.3    Müller, U.4    Wessolek, G.5    Plagge, R.6
  • 36
    • 77950351756 scopus 로고    scopus 로고
    • Land-use effects on flood generation - considering soil hydraulic measurements in modelling.
    • DOI: 10.5194/adgeo-21-99-2009.
    • Wahren, A., Feger, K. H., Schwärzel, K., Münch, A. (2009): Land-use effects on flood generation - considering soil hydraulic measurements in modelling. Adv. Geosci. 21, 99-107, DOI: 10.5194/adgeo-21-99-2009.
    • (2009) Adv. Geosci. , vol.21 , pp. 99-107
    • Wahren, A.1    Feger, K.H.2    Schwärzel, K.3    Münch, A.4
  • 37
    • 58249141797 scopus 로고    scopus 로고
    • Carbon sequestration potential of soils in commercial forests in Germany: contribution of National Forest Monitoring to the advancement of knowledge.
    • Wellbrock, N., Bolte, A. (2008): Carbon sequestration potential of soils in commercial forests in Germany: contribution of National Forest Monitoring to the advancement of knowledge. Landbauforschung - vTI Agriculture and Forestry Research 58, 247-252.
    • (2008) Landbauforschung - vTI Agriculture and Forestry Research , vol.58 , pp. 247-252
    • Wellbrock, N.1    Bolte, A.2
  • 38
    • 62149085564 scopus 로고    scopus 로고
    • Revisiting Vereecken pedotransfer functions: introducing a closed-form hydraulic model.
    • DOI: 10.2136/vzj2008.0062.
    • Weynants, M., Vereecken, H., Javaux, M. (2009): Revisiting Vereecken pedotransfer functions: introducing a closed-form hydraulic model. Vadose Zone J. 8, 86-95, DOI: 10.2136/vzj2008.0062.
    • (2009) Vadose Zone J. , vol.8 , pp. 86-95
    • Weynants, M.1    Vereecken, H.2    Javaux, M.3
  • 39
    • 0024163244 scopus 로고
    • Using texture and other soil properties to predict the unsaturated soil hydraulic functions.
    • Wösten, J. H. M., van Genuchten, M. Th. (1988): Using texture and other soil properties to predict the unsaturated soil hydraulic functions. Soil Sci. Soc. Am. J. 52, 1762-1770.
    • (1988) Soil Sci. Soc. Am. J. , vol.52 , pp. 1762-1770
    • Wösten, J.H.M.1    van Genuchten, M.T.2
  • 40
    • 0029508982 scopus 로고
    • Comparison of class and continuous pedotransfer functions to generate soil hydraulic characteristics.
    • DOI: 10.1016/0016-7061(94)00079-P
    • Wösten, J. H. M., Finke, P. A., Jansen, M. J. W. (1995): Comparison of class and continuous pedotransfer functions to generate soil hydraulic characteristics. Geoderma 66, 227-237, DOI: 10.1016/0016-7061(94)00079-P
    • (1995) Geoderma , vol.66 , pp. 227-237
    • Wösten, J.H.M.1    Finke, P.A.2    Jansen, M.J.W.3
  • 41
    • 0344731425 scopus 로고    scopus 로고
    • Development and use of a database of hydraulic properties of European soils.
    • DOI: 10.1016/S0016-7061(98)00132-3.
    • Wösten, J. H. M., Lilly, A., Nemes, A., Le Bas, C. (1999): Development and use of a database of hydraulic properties of European soils. Geoderma 90, 169-185, DOI: 10.1016/S0016-7061(98)00132-3.
    • (1999) Geoderma , vol.90 , pp. 169-185
    • Wösten, J.H.M.1    Lilly, A.2    Nemes, A.3    Le Bas, C.4
  • 42
    • 0035479883 scopus 로고    scopus 로고
    • Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics.
    • DOI: 10.1016/S0022-1694(01)00464-4.
    • Wösten, J. H. M., Pachepsky, Y. A., Rawls, W. J. (2001): Pedotransfer functions: bridging the gap between available basic soil data and missing soil hydraulic characteristics. J. Hydrol. 251, 123-150, DOI: 10.1016/S0022-1694(01)00464-4.
    • (2001) J. Hydrol. , vol.251 , pp. 123-150
    • Wösten, J.H.M.1    Pachepsky, Y.A.2    Rawls, W.J.3
  • 43
    • 33846833598 scopus 로고    scopus 로고
    • Excluding organic matter content from pedotransfer predictors of soil water retention.
    • DOI: 10.2136/sssaj2006.0098.
    • Zacharias, S., Wessolek, G. (2007): Excluding organic matter content from pedotransfer predictors of soil water retention. Soil Sci. Soc. Am. J. 71, 43-50, DOI: 10.2136/sssaj2006.0098.
    • (2007) Soil Sci. Soc. Am. J. , vol.71 , pp. 43-50
    • Zacharias, S.1    Wessolek, G.2


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