Summary
The approaches of modeling the measurable and measuring the modelable are both valuable for advancing our understanding of soil organic matter (SOM). In the former case, we assume that the measurements we make are the best representation of nature, and that model structure should follow. While this may simplify model testing, it may not yield a particularly useful description of SOM dynamics. There is no question that most of our knowledge about SOM is derived from experimentation, but models are being increasingly used to further our understanding. In the latter case, model structure and parameters are modified in reasonable ways to obtain the best fit of simulation with observation, thus deducing the “correct” structure. In this case, it is conceivable that more than one structure can result in a good fit to the data. Good predictions may be produced, but an incorrect structure may be derived. In either case, there are no clear criteria for obtaining the “truth” except for repeatedly testing our methods/models against new information, preferably obtained from definitive experiments. A combination of approaches is best. We elaborate a particular approach which is mindful of the habitat in which microbes and their substrates reside and relate this theory to methods developed to separately isolate plant and microbially derived SOM, which may be physically protected from microbial attack in the soil.
The idea for the title was s product of the Workshop on Management of Carbon in Tropical Soils Under Global Change, Nairobi, Kenya, February, 1994 (Elliott, 1994).
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References
Anderson, D.W., Saggar, S., Bettany, J.R. & Stewart, J.W.B. (1981) Particle size fractions and their use in studies of soil organic matter: I. The nature and distribution of forms of carbon, nitrogen, and sulfur. Soil Science Society of America Journal 45: 767–772.
Balesdent, J., Mariotti, A. & Guillet, B. (1987) Natural 13C abundance as a tracer for studies of soil organic matter dynamics. Soil Biology and Biochemistry 19: 25–30.
Beare, M.H., Cabrera, M.L., Hendrix, P.F. & Coleman, D.C. (1994) Aggregate-protected and unprotected organic matter pools in conventional- and no-tillage soils. Soil Science Society of America Journal 58: 787–795.
Bosatta, E. & Agren, G.I. (1991) Dynamics of carbon and nitrogen in the organic matter of the soil: a generic theory. American Naturalist 138: 227–245.
Cambardella, C.A. & Elliott, E.T. (1992) Particulate soil organic-matter changes across a grassland cultivation sequence. Soil Science Society of America Journal 56: 777–783.
Cambardella, C.A. & Elliott, E.T. (1994) Carbon and nitrogen dynamics of soil organic matter fractions from cultivated grassland soils. Soil Science Society of America Journal 58: 123–130.
Campbell, C.A., Paul, E.A., Rennie, D.A. & McCallum, K.J. (1967) Applicability of the carbon dating method of analyses to soil humus studies. Soil Science 104: 217–224.
Cerri, C, Feller, C, Balesdent, J., Victoria, R. & Plenecasagne, A. (1985) Application du tracage isotopique naturel en 13C l’etude de la dynamique de la matiere organique dans les sols. C.R. Academy of Science Series 2 300: 423–428.
Christensen, B.T. and L.H. Sorensen (1985) The distribution of native and labelled carbon between soil particle size fractions isolated from long-term incubation experiments. Jn. of Soil Sci. 36: 219–229.
Christensen, B.T. (1987) Decomposability of organic matter in particle size fractions from field soils with straw incorporation. Soil Biology and Biochemistry 19: 429–435.
Christensen, B.T. (1992) Physical fractionation of soil and organic matter in primary particle size and density separates. Advances in Soil Science 20: 1–90.
Dalai, R.C. & Mayer, R.J. (1986) Long-term trends in fertility of soils under continuous cultivation and cereal cropping in southern Queensland. IV. Loss of organic carbon from different density fractions. Australian Journal Soil Research 24: 293–300.
Edwards, A.P. & Bremner, J.M. (1967) Microaggregates in soils. Journal of Soil Science 18: 64–73.
Elliott, E.T. (1986) Aggregate structure and carbon, nitrogen, and phosphorus in native and cultivated soils. Soil Science Society of America Journal 50: 627–633.
Elliott, E.T. & Coleman, D.C. (1988) Let the soil work for us. Ecological Bulletin 39: 23–32.
Elliott, E.T. & Cambardella, C.A. (1991) Physical separation of soil organic matter. Agriculture, Ecosystems and Environment 34: 407–419.
Elliott, E.T., Palm, C.A., Reuss, D.E. & Monz, C.A. (1991) Organic matter contained in soil aggregates from a tropical chronosequence: correction for sand and light fraction. Agriculture, Ecosystems and Environment 34: 443–451.
Elliott, E. T., Cole, C.V. & Cambardella, C.A. (1993) Modification of ecosystem processes by management and the mediation of soil organic matter dynamics. In: The Dynamics of Soil Organic Matter in Relation to the Sustainability of Tropical Agriculture. (ed: R. Merckx & K. Mulongoy), John Wiley and Sons, Chichester: 257–268.
Elliott, E. T., Janzen, H.H., Campbell, CA., Cole, C.V. & Myers, R.J.K. (1994) Principles of ecosystem analysis and their application to integrated nutrient management and assessment of sustainability. In: Sustainable Land Management for the 21st Century. (ed: R.C. Wood & J. Dumanski), University of Lethbridge, Lethbridge, Canada.
Elliott, E. T. (1994) Embodying process information in models evaluated with site network information: Nairobi workshop. In: Transactions of the 15th World Congress of Soil Science, Acapulco, Mexico: 9: 163–176.
Greenland, D.J. & Ford, G.W. (1964) Separation of partially humified organic materials from soils by ultrasonic dispersion. In: Transactions of the 8th International Congress of Soil Science, Bucharest, Romania: 137–146.
Gregorich, E.G., Kachanoski, R.G. & Voroney, R.P. (1989) Carbon mineralization in soil size fractions after various amounts of aggregate disruption. Journal of Soil Science 40: 649–659.
Hsieh, Y. (1993) Radiocarbon signatures of turnover rates in active soil organic carbon pools. Soil Science Society of America Journal 57: 1020–1022.
Janzen, H.H., Campbell, CA., Brandt, S.A., Lafond, G.P. & Townley-Smith, L. (1992) Light-fraction organic matter in soils from long-term crop rotations. Soil Science Society American Journal 56: 1799–1806.
Jenkinson, D.S., Hart, P.B.S., Rayner, J.H. & Parry, L.C. (1987) Modelling the turnover of organic matter in long-term experiments at Rothamsted. INTECOL Bulletin 15: 1–8.
Jenny, H. (1941) Factors of Soil Formation. McGraw-Hill, New York.
Martel, Y.A. & Paul, E.A. (1974) Effects of cultivation on the organic matter of grassland soils as determined by fractionation and radio-carbon dating. Canadian Journal of Soil Science 54: 419–426.
Melillo, J.M., Aber, J.D., Likens, A.E., Ricca, A., Fry, B. & Nadelhoffer, K.J. (1989) Carbon and nitrogen dynamics along the decay continuum: Plant litter to soil organic matter. In: Ecology of Arable Land: Perspectives and Challenges. (ed: M. Clarholm & L. Bergstrom), Kluwer Academic Publ., Dordrecht, the Netherlands: 53–62.
Molina, J.A.E., Clapp, CE., Shaffer, M.J., Chichester, F.W. & Larson, W.E. (1983) NCSOIL, a model of nitrogen and carbon transformations in soil: description, calibration and behavior. Soil Science Society of America Journal 47: 85–91.
Molina, J.A.E., Nicolardot, B., Houot S., Chaussod, R. & Cheng, H.H. (1994) Biologically active soil organics: a case of double identity. In: Defining Soil Quality for a Sustainable Environment. (ed: J.W. Doran, D.C Coleman, D.F. Bezdicek, & B.A. Stewart),
Molina, J.A.E., Nicolardot, B., Houot S., Chaussod, R. & Cheng, H.H. (1994) Biologically active soil organics: a case of double identity Soil Science Society of America Journal Special Publication Number 35, SSSA, Madison, WI: 169–177.
Motavalli, P.P., Palm, C.A., Parton, W.J., Elliott, E.T. & Frey, S.D. (1994) Comparison of laboratory and modeling simulation methods for estimating soil carbon pools in tropical forest soils. Soil Biology and Biochemistry 26: 935–944.
Oades, J.M. (1984) Soil organic matter and structural stability: mechanisms and implications for management. Plant and Soil 76: 319–337.
Oades, J.M. & Waters, A.G. (1991) Aggregate hierarchy in soils. Australian Journal of Soil Research 29: 815–828.
Oades, J.M., Vassallo, A.M., Waters, A.G. & Wilson, M.A. (1987) Characterization of organic matter in particle size and density fractions from a red-brown earth by solid-state 13C NMR. Australian Journal of Soil Research 25: 71–82.
Parton, W.J. & Rasmussen, P.E. (1994) Long-term effects of crop management in wheat-fallow: II. CENTURY model simulations. Soil Science Society of America Journal 58: 530–536.
Parton, W.J., Schimel, D.S., Cole, C.V. & Ojima, D.S. (1987) Analysis of factors controlling soil organic matter levels in Great Plains grasslands. Soil Science Society of America Journal 51: 1173–1179.
Parton, W.J., Stewart, J.W.B. & Cole, C.V. (1988) Dynamics of C, N, P and S in grassland soils: a model. Biogeochemistry 5: 109–131.
Paustian, K., Parton, W.J. & Persson, J. (1992) Modeling soil organic matter in organic-amended and nitrogen-fertilized long-term plots. Soil Science Society of America Journal 56: 476–488.
Paustian, K. (1994) Modelling soil biology and biogeochemical processes for sustainable agriculture research. In: Management of Soil Biota in Sustainable Farming Systems. (ed: C Pankhurst, B.M. Doube, V.V.S.R. Gupta & P.R. Grace), CSIRO Publ., Melbourne, Australia.
Sollins, P., Spycher, G. & Glassman, C.A. (1984) Net nitrogen mineralization from light-and heavy-fraction forest soil organic matter. Soil Biology and Biochemisty 16: 31–37.
Spycher, G., Sollins, P. & Rose, S. (1983) Carbon and nitrogen in the light fraction of a forest soil: vertical distribution and seasonal patterns. Soil Science 135: 79–87.
Stefanson, R. C. (1971) Effect of periodate and pyrophosphate on the seasonal changes in aggregate stabilization. Australian Journal Soil Research 9: 33–41.
Strickland, T.C., Sollins, P., Rudd, N. & Schimel, D.S. (1992) Rapid stabilization and mobilization of 15N in forest and range soils. Soil Biology and Biochemistry 24: 849–855.
Swift, M.J. & Woomer, P. (1993) Organic matter and the sustainability of agricultural systems: Definition and measurement. In: Soil Organic Matter Dynamics and Sustainability of Tropical Agriculture. (ed: K. Mulongoy & R. Merckx), Wiley-Sayce Co., New York: 3–18.
Tieszen, L.L., Hein, D., Quortrup, S.A., Troughten, J.H. & Imbamba, S.K. (1979) Use of 13C values to determine vegetation selectivity in East African herbivores. Oecologia 37: 351–359.
Tisdall, J.M. & Oades, J.M. (1982) Organic matter and water-stable aggregates in soils. Journal of Soil Science 33: 141–163.
Turchenek, L.W. & Oades, J.M. (1979) Fractionation of organo-mineral complexes by sedimentation and density techniques. Geoderma 21: 311–343.
van Veen, J.A. & Paul, E.A. (1981) Organic carbon dynamics in grassland soils. 1. Background information and computer simulation. Canadian Journal of Soil Science 61: 185–201.
van Veen, J.A., McGill, W.B., Hunt, H.W., Frissel, M.J. & Cole, C.V. (1981) Simulation models of the terrestrial nitrogen cycle. Ecological Bulletins (Stockholm) 33: 25–48.
van Veen, J.A., Ladd, J.H. & Frissel, M.J. (1984) Modelling C and N turnover through the microbial biomass in soil. Plant and Soil 76: 257–274.
Verberne, E.L.J., Hassink, J., De Willegen, P., Groot, J.J.R. & van Veen, J.A. (1990) Modelling organic matter dynamics in different soils. Netherlands Journal of Agricultural Science 38: 221–238.
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© 1996 Springer-Verlag Berlin Heidelberg
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Elliott, E.T., Paustian, K., Frey, S.D. (1996). Modeling the Measurable or Measuring the Modelable: A Hierarchical Approach to Isolating Meaningful Soil Organic Matter Fractionations. In: Powlson, D.S., Smith, P., Smith, J.U. (eds) Evaluation of Soil Organic Matter Models. NATO ASI Series, vol 38. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-61094-3_12
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